Journal of Artificial Intelligence and Soft Computing Research

Issues

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2021, Volume 11, Number 2

Adam Niewiadomski, Marcin Kacprowicz
Type-2 Fuzzy Logic Systems in Applications: Managing Data in Selective Catalytic Reduction For Air Pollution Prevention
Journal of Artificial Intelligence and Soft Computing Research, Volume 11, Issue 2 (2021), pp. 85-97, 10.2478/jaiscr-2021-0006
Keywords: Selective Catalytic Reduction (SCR), fuzzy management of DeNOx filter, fuzzy logic systems, "engineering" fuzzy implications, learning fuzzy rules
bibtex

@article{Niewiadomski2021T2Fuzzy,
title={Type-2 Fuzzy Logic Systems in Applications: Managing Data in Selective Catalytic Reduction For Air Pollution Prevention},
author={Adam Niewiadomski and Marcin Kacprowicz},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={11},
number={2},
doi = {10.2478/jaiscr-2021-0006},
pages={85-97},
year={2021}
}

Maciej Kopczynski, Tomasz Grzes
Hardware Rough Set Processor Parallel Architecture in FPGA for Finding Core in Big Datasets
Journal of Artificial Intelligence and Soft Computing Research, Volume 11, Issue 2 (2021), pp. 99-110, 10.2478/jaiscr-2021-0007
Keywords: rough sets, FPGA, core attributes, parallel architecture
bibtex

@article{Kopczynski2021HardwareRough,
title={Hardware Rough Set Processor Parallel Architecture in FPGA for Finding Core in Big Datasets},
author={Maciej Kopczynski and Tomasz Grzes},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={11},
number={2},
doi = {10.2478/jaiscr-2021-0007},
pages={99-110},
year={2021}
}

Nassima Bougueroua, Smaine Mazouzi, Mohamed Belaoued, Noureddine Seddari, Abdelouahid Derhab, and Abdelghani Bouras
A Survey on Multi-Agent Based Collaborative Intrusion Detection Systems
Journal of Artificial Intelligence and Soft Computing Research, Volume 11, Issue 2 (2021), pp. 111-142, 10.2478/jaiscr-2021-0008
Keywords: IDS, CIDS, MAS, Artificial Intelligence
bibtex

@article{Bougueroua2021CollaborativeIDS,
title={A Survey on Multi-Agent Based Collaborative Intrusion Detection Systems},
author={Nassima Bougueroua and Smaine Mazouzi and Mohamed Belaoued and Noureddine Seddari and Abdelouahid Derhab and Abdelghani Bouras},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={11},
number={2},
doi = {10.2478/jaiscr-2021-0008},
pages={111-142},
year={2021}
}

Tacjana Niksa-Rynkiewicz, Natalia Szewczuk-Krypa, Anna Witkowska, Krzysztof Cpałka, Marcin Zalasinski, Andrzej Cader
Monitoring Regenerative Heat Exchanger In Steam Power Plant By Making Use of the Recurrent Neural Network
Journal of Artificial Intelligence and Soft Computing Research, Volume 11, Issue 1 (2021), pp. 143-155, 10.2478/jaiscr-2021-0009
Keywords: recurrent neural network, intelligent industrial monitoring, Almeida–Pineda recurrent back-propagation, regenerative heat exchanger, steam power plant
bibtex

@article{NiksaRynkiewicz2021Monitoring,
title={Monitoring Regenerative Heat Exchanger In Steam Power Plant By Making Use of the Recurrent Neural Network},
author={Tacjana Niksa-Rynkiewicz and Natalia Szewczuk-Krypa and Anna Witkowska and Krzysztof Cpałka and Marcin Zalasinski and Andrzej Cader},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={11},
number={2},
doi = {10.2478/jaiscr-2021-0009},
pages={143-155},
year={2021}
}

Ludmila Dymova, Krzysztof Kaczmarek, Pavel Sevastjanov, Łukasz Sułkowski, Krzysztof Przybyszewski
An Approach to Generalization of the Intuitionistic Fuzzy TOPSIS Method in the Framework of Evidence Theory
Journal of Artificial Intelligence and Soft Computing Research, Volume 11, Issue 1 (2021), pp. 157-175, 10.2478/jaiscr-2021-0010
Keywords: TOPSIS, intuitionistic fuzzy sets, Dempster-Shafer theory, aggregating modes
bibtex

@article{Gabryel2021BrowserFingerprint,
title={An Approach to Generalization of the Intuitionistic Fuzzy TOPSIS Method in the Framework of Evidence Theory},
author={Ludmila Dymova and Krzysztof Kaczmarek and Pavel Sevastjanov and Łukasz Sułkowski and Krzysztof Przybyszewski},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={11},
number={2},
doi = {10.2478/jaiscr-2021-0010},
pages={157-175},
year={2021}
}

2021, Volume 11, Number 1

Jessica Sharmin Rahman, Tom Gedeon, Sabrina Caldwell, Richard Jones, and Zi Jin
Towards Effective Music Therapy for Mental Health Care Using Machine Learning Tools: Human Affective Reasoning and Music Genres
Journal of Artificial Intelligence and Soft Computing Research, Volume 11, Issue 1 (2021), pp. 5-20, 10.2478/jaiscr-2021-0001
Keywords: psychologicalsignals,musicgenres’classification,musictherapy
bibtex

@article{Rahman2021MusicTherapy,
title={Towards Effective Music Therapy for Mental Health Care Using Machine Learning Tools: Human Affective Reasoning and Music Genres},
author={Jessica Sharmin Rahman and Tom Gedeon and Sabrina Caldwell and Richard Jones and Zi Jin},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={11},
number={1},
doi = {10.2478/jaiscr-2021-0001},
pages={5-20},
year={2021}
}

Fawaz E. Alsaadi, Syed Ahtsham Ul Haq Bokhary, Aqsa Shah, Usman Ali, Jinde Cao, Madini Obad Alassafi, Masood Ur Rehman, and Jamshaid Ul Rahman
On Knowledge Discovery and Representations of Molecular Structures Using Topological Indices
Journal of Artificial Intelligence and Soft Computing Research, Volume 11, Issue 1 (2021), pp. 21-35, 10.2478/jaiscr-2021-0002
Keywords: graph network, sheet, topological index, cheminformatics, knowledge discovery
bibtex

@article{Alsaadi2020KnowledgeDisc,
title={On Knowledge Discovery and Representations of Molecular Structures Using Topological Indices},
author={Fawaz E. Alsaadi, Syed Ahtsham Ul Haq Bokhary, Aqsa Shah, Usman Ali, Jinde Cao, Madini Obad Alassafi, Masood Ur Rehman, and Jamshaid Ul Rahman},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={11},
number={1},
doi = {10.2478/jaiscr-2021-0002},
pages={21-35},
year={2021}
}

Julia El Zini, Yara Rizk, and Mariette Awad
An Optimized Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks
Journal of Artificial Intelligence and Soft Computing Research, Volume 11, Issue 1 (2021), pp. 33-50, 10.2478/jaiscr-2021-0003
Keywords: GPU implementation, parallelization, Recurrent Neural Network (RNN), Long-short Term Memory (LSTM), Gated Recurrent Unit (GRU), Extreme Learning Machines (ELM), non-iterative training
bibtex

@article{Zini2021PrallelImplementation,
title={An Optimized Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks},
author={Julia El Zini and Yara Rizk and Mariette Awad},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={11},
number={1},
doi = {10.2478/jaiscr-2021-0003},
pages={33-50},
year={2021}
}

Agnieszka Mikołajczyk, Michał Grochowski, and Arkadiusz Kwasigroch
Towards Explainable Classifiers Using the Counterfactual Approach - Global Explanations for Discovering Bias in Data
Journal of Artificial Intelligence and Soft Computing Research, Volume 11, Issue 1 (2021), pp. 51-67, 10.2478/jaiscr-2021-0004
Keywords: explainable classifiers, counterfactual approach, bias detection
bibtex

@article{Mikolajczyk2021ExplainableClass,
title={Towards Explainable Classifiers Using the Counterfactual Approach - Global Explanations for Discovering Bias in Data},
author={Agnieszka Mikołajczyk and Michał Grochowski and Arkadiusz Kwasigroch},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={11},
number={1},
doi = {10.2478/jaiscr-2021-0004},
pages={51-67},
year={2021}
}

Mirosław Pawlak, Gurmukh Singh Panesar, and Marcin Korytkowski
A Novel Method for Invariant Image Reconstruction
Journal of Artificial Intelligence and Soft Computing Research, Volume 11, Issue 1 (2021), pp. 69-80, 10.2478/jaiscr-2021-0005
Keywords: object representation, invariant features, symmetry, radial orthogonal moments, continuous symmetry, ridge regression
bibtex

@article{Pawlak2021ImageReconstr,
title={A Novel Method for Invariant Image Reconstruction},
author={Mirosław Pawlak, Gurmukh Singh Panesar, and Marcin Korytkowski},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={11},
number={1},
doi = {10.2478/jaiscr-2021-0005},
pages={69-80},
year={2021}
}

2020, Volume 10, Number 4

Marcin Gabryel, Konrad Grzanek and Yoichi Hayashi
Browser Fingerprint Coding Methods Increasing the Effectiveness of User Identification in the Web Traffic
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 4 (2020), pp. 243-253, DOI:10.2478/jaiscr-2020-0016
Keywords: browserfingerprint, devicefingerprint, LSHalgorithm, autoencoder
bibtex

@article{Gabryel2020BrowserFingerprint,
title={Browser Fingerprint Coding Methods Increasing the Effectiveness of User Identification in the Web Traffic},
author={Marcin Gabryel and Konrad Grzanek and Yoichi Hayashi},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={4},
doi = {10.2478/jaiscr-2020-0016},
pages={243-253},
year={2020}
}

Xuan Zhao, Meichen Song, Anqi Liu, Yiming Wang, Tong Wang and Jinde Cao
Data-Driven Temporal-Spatial Model for the Prediction of AQI in Nanjing
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 4 (2020), pp. 255-270, DOI:10.2478/jaiscr-2020-0017
Keywords: Air quality prediction, k-Nearest Neighbor, BP neural network, Non-monitoring stations
bibtex

@article{Zhao2020AQIPrediction,
title={Data-Driven Temporal-Spatial Model for the Prediction of AQI in Nanjing},
author={Xuan Zhao and Meichen Song and Anqi Liu and Yiming Wang and Tong Wang and Jinde Cao},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={4},
doi = {10.2478/jaiscr-2020-0017},
pages={255-270},
year={2020}
}

Janusz T. Starczewski, Piotr Goetzen and Christian Napoli
Triangular Fuzzy-Rough Set Based Fuzzification of Fuzzy Rule-Based Systems
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 4 (2020), pp. 271-285, DOI:10.2478/jaiscr-2020-0018
Keywords: general type-2 fuzzy logic systems, fuzzy-rough fuzzification, regular type-2 t-norms, cropped triangular secondary membership functions
bibtex

@article{Starczewski2020Triangular,
title={Triangular Fuzzy-Rough Set Based Fuzzification of Fuzzy Rule-Based Systems },
author={Janusz T. Starczewski and Piotr Goetzen and Christian Napoli},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={4},
doi = {10.2478/jaiscr-2020-0018},
pages={271-285},
year={2020}
}

Piotr Duda, Krzysztof Przybyszewski and Lipo Wang
A Novel Drift Detection Algorithm Based on Features’ Importance Analysis in a Data Streams Environment
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 4 (2020), pp. 287–298, DOI:10.2478/jaiscr-2020-0019
Keywords: data stream mining, random forest, features importance
bibtex

@article{Duda2020Drift,
title={A Novel Drift Detection Algorithm Based on Features' Importance Analysis in a Data Streams Environment},
author={Piotr Duda and Krzysztof Przybyszewski and Lipo Wang},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={4},
doi = {10.2478/jaiscr-2020-0019},
pages={287–298},
year={2020}
}

Jarosław Bilski, Bartosz Kowalczyk, Alina Marchlewska and Jacek M. Zurada
Local Levenberg-Marquardt Algorithm for Learning Feedforwad Neural Networks
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 4 (2020), pp. 299–316, DOI:10.2478/jaiscr-2020-0020
Keywords: feed-forward neural network, neural network learning algorithm, optimization problem, Levenberg-Marquardt algorithm, QRdecomposition, Givens rotation
bibtex

@article{Bilski2020Levenberg,
title={Local Levenberg-Marquardt Algorithm for Learning Feedforwad Neural Networks },
author={Jarosław Bilski and Bartosz Kowalczyk and Alina Marchlewska and Jacek M. Zurada},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={4},
doi = {10.2478/jaiscr-2020-0020},
pages={299–316},
year={2020}
}

2020, Volume 10, Number 3

Krystian Łapa, Krzysztof Cpałka, Łukasz Laskowski, Andrzej Cader and Zhigang Zeng
Evolutionary Algorithm with a Configurable Search Mechanism
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 3 (2020), pp. 151–171, DOI:10.2478/jaiscr-2020-0011
Keywords: evolutionary algorithm, population-based algorithm, optimization, operator pool, operator selection, individual selection
bibtex

@article{Lapa2020Evolutionary,
title={Evolutionary Algorithm with a Configurable Search Mechanism},
author={Krystian Łapa and Krzysztof Cpałka and Łukasz Laskowski and Andrzej Cader and Zhigang Zeng},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={3},
doi = {10.2478/jaiscr-2020-0011},
pages={151–171},
year={2020}
}

Marcin Zalasiński, Krzysztof Cpałka, Łukasz Laskowski, Donald C. Wunsch II and Krzysztof Przybyszewski
An Algorithm for the Evolutionary-Fuzzy Generation of on-Line Signature Hybrid Descriptors
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 3 (2020), pp. 173–187, DOI:10.2478/jaiscr-2020-0012
Keywords: biometrics, on-line signature, dynamic signature, dynamic signature verification, evolutionary-fuzzy signature partitioning, horizontal and vertical partitioning
bibtex

@article{Lapa2020Evolutionary,
title={Evolutionary Algorithm with a Configurable Search Mechanism},
author={Marcin Zalasiński and Krzysztof Cpałka and Łukasz Laskowski and Donald C. Wunsch II and Krzysztof Przybyszewski},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={3},
doi = {10.2478/jaiscr-2020-0012},
pages={173–187},
year={2020}
}

David Simões, Nuno Lau and Luís Paulo Reis
Multi Agent Deep Learning with Cooperative Communication
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 3 (2020), pp. 189–207, DOI:10.2478/jaiscr-2020-0013
Keywords: multi-agent systems, deep reinforcement learning, centralized learning
bibtex

@article{Simoes2020Multi,
title={Multi Agent Deep Learning with Cooperative Communication},
author={David Simões and Nuno Lau and Luís Paulo Reis},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={3},
doi = {10.2478/jaiscr-2020-0013},
pages={189–207},
year={2020}
}

Artur Starczewski, Piotr Goetzen and Meng Joo Er
A New Method for Automatic Determining of the DBSCAN Parameters
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 3 (2020), pp. 209–221, DOI:10.2478/jaiscr-2020-0014
Keywords: clustering algorithms, DBSCAN, datamining
bibtex

@article{Starczewski2020DBSCAN,
title={A New Method for Automatic Determining of the DBSCAN Parameters },
author={Artur Starczewski and Piotr Goetzen and Meng Joo Er},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={3},
doi = {10.2478/jaiscr-2020-0014},
pages={209–221},
year={2020}
}

Rafał Grycuk, Adam Wojciechowski, Wei Wei and Agnieszka Siwocha
Detecting Visual Objects by Edge Crawling
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 3 (2020), pp. 223–237, DOI:10.2478/jaiscr-2020-0015
Keywords: content-based image retrieval, crawler, edge detection, image descriptor, object extraction
bibtex

@article{Grycuk2020Edge,
title={Detecting Visual Objects by Edge Crawling },
author={Rafał Grycuk and Adam Wojciechowski and Wei Wei and Agnieszka Siwocha},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={3},
doi = {10.2478/jaiscr-2020-0015},
pages={223–237},
year={2020}
}

2020, Volume 10, Number 2

Władysław Homenda, Agnieszka Jastrzȩbska, Witold Pedrycz and Fusheng Yu
Combining Classifiers for Foreign Pattern Rejection
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 2 (2020), pp. 75–94, DOI:10.2478/jaiscr-2020-0006
Keywords: data mining, knowledge engineering
bibtex

@article{Homenda2020combining,
title={Combining Classifiers for Foreign Pattern Rejection},
author={Władysław Homenda and Agnieszka Jastrzȩbska and Witold Pedrycz and Fusheng Yu},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={2},
doi = {10.2478/jaiscr-2020-0006},
pages={75-94},
year={2020}
}

Piotr Dziwiński, Łukasz Bartczuk and Józef Paszkowski
A New Auto Adaptive Fuzzy Hybrid Particle Swarm Optimization and Genetic Algorithm
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 2 (2020), pp. 95–111, DOI:10.2478/jaiscr-2020-0007
Keywords: hybrid methods, particle swarm optimization, genetic algorithm, fuzzy systems, multimodal functions
bibtex

@article{Dziwinski2019adaptive,
title={A New Auto Adaptive Fuzzy Hybrid Particle Swarm Optimization and Genetic Algorithm},
author={Piotr Dziwiński and Łukasz Bartczuk and Józef Paszkowski},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={2},
doi = {10.2478/jaiscr-2020-0007},
pages={95–111},
year={2020}
}

Rafał Grycuk, Patryk Najgebauer, Miroslaw Kordos, Magdalena M. Scherer and Alina Marchlewska
Fast Image Index for Database Management Engines
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 2 (2020), pp. 113–123, DOI:10.2478/jaiscr-2020-0008
Keywords: image descriptors, content-based image retrieval, image indexing
bibtex

@article{Grycuk2020Index,
title={Fast Image Index for Database Management Engines},
author={Rafał Grycuk and Patryk Najgebauer and Miroslaw Kordos and Magdalena M. Scherer and Alina Marchlewska},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={2},
doi = {10.2478/jaiscr-2020-0008},
pages={113–123},
year={2020}
}

Tomasz Gałkowski, Adam Krzyżak and Zbigniew Filutowicz
A New Approach to Detection of Changes in Multidimensional Patterns
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 2 (2020), pp. 125-136, DOI:10.2478/jaiscr-2020-0009
Keywords: edge detection, regression, nonparametric estimation
bibtex

@article{Galkowski2020Changes,
title={A New Approach to Detection of Changes in Multidimensional Patterns},
author={Tomasz Gałkowski and Adam Krzyżak and Zbigniew Filutowicz},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={2},
doi = {10.2478/jaiscr-2020-0009},
pages={125-136},
year={2020}
}

Robert Cierniak, Piotr Pluta and Andrzej Kaźmierczak
A Practical Statistical Approach to the Reconstruction Problem Using a Single Slice Rebinning Method
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 2 (2020), pp. 137–149, DOI:10.2478/jaiscr-2020-0010
Keywords: reconstruction algorithm, statistical iterative method, computed tomography
bibtex

@article{Cierniak2020reconstr,
title={A Practical Statistical Approach to the Reconstruction Problem Using a Single Slice Rebinning Method},
author={Robert Cierniak and Piotr Pluta and Andrzej Kaźmierczak},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={2},
doi = {10.2478/jaiscr-2020-0010},
pages={137–149},
year={2020}
}

2020, Volume 10, Number 1

Marcin Zalasiński, Krystian Łapa, Krzysztof Cpałka, Krzysztof Przybyszewski and Gary G. Yen
On-Line Signature Partitioning Using a Population Based Algorithm
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 1 (2020), pp. 5–13, DOI:10.2478/jaiscr-2020-0001
Keywords: on-line signature; biometrics; signature partitioning; population-based algorithm
bibtex

@article{Zalasinski2020Signature,
title={On-Line Signature Partitioning Using a Population Based Algorithm},
author={Marcin Zalasiński and Krystian Łapa and Krzysztof Cpałka and Krzysztof Przybyszewski and Gary G. Yen},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={1},
doi = {10.2478/jaiscr-2020-0001},
pages={5-13},
year={2020}
}

Piotr Duda, Maciej Jaworski, Andrzej Cader and Lipo Wang
On Training Deep Neural Networks Using a Streaming Approach
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 1 (2020), pp. 15-26, DOI:10.2478/jaiscr-2020-0002
Keywords: deep learning; data streams; convolutional neural networks
bibtex

@article{Duda2019Training,
title={On Training Deep Neural Networks Using a Streaming Approach},
author={Piotr Duda and Maciej Jaworski and Andrzej Cader and Lipo Wang},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={1},
doi = {10.2478/jaiscr-2020-0002},
pages={15-26},
year={2020}
}

Ratnesh Kumarratneshk, Edwin Weilleweill, Farzin Aghdasi and Parthasarathy Sriram
A Strong and Efficient Baseline for Vehicle Re-Identification Using Deep Triplet Embedding
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 1 (2020), pp. 27-45, DOI:10.2478/jaiscr-2020-0003
Keywords: convolutional neural networks; re-identification; triplet networks; siamese networks; embedding; hard data mining; contrastive loss
bibtex

@article{Kumarratneshk2020Strong,
title={A Strong and Efficient Baseline for Vehicle Re-Identification Using Deep Triplet Embedding},
author={Ratnesh Kumarratneshk and Edwin Weilleweill and Farzin Aghdasi and Parthasarathy Sriram },
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={1},
doi = {10.2478/jaiscr-2020-0003},
pages={27-45},
year={2020}
}

Robert K. Nowicki, Konrad Grzanek and Yoichi Hayashi
Rough Support Vector Machine for Classification with Interval and Incomplete Data
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 1 (2020), pp. 47–56, DOI:10.2478/jaiscr-2020-0004
Keywords: support vector machines; rough sets; missing features; interval data; three–way decision
bibtex

@article{Nowicki2020Rough,
title={Rough Support Vector Machine for Classification with Interval and Incomplete Data},
author={Robert K. Nowicki and Konrad Grzanek and Yoichi Hayashi},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={1},
doi = {10.2478/jaiscr-2020-0004},
pages={47–56},
year={2020}
}

Marcin Korytkowski, Roman Senkerik, Magdalena M. Scherer, Rafal A. Angryk, Miroslaw Kordos and Agnieszka Siwocha
Efficient Image Retrieval by Fuzzy Rules from Boosting and Metaheuristic
Journal of Artificial Intelligence and Soft Computing Research, Volume 10, Issue 1 (2020), pp. 57–69, DOI:10.2478/jaiscr-2020-0005
Keywords: image retrieval; fuzzy rules; local image features
bibtex

@article{Korytkowski2020Image,
title={Efficient Image Retrieval by Fuzzy Rules from Boosting and Metaheuristic},
author={Marcin Korytkowski and Roman Senkerik and Magdalena M. Scherer and Rafal A. Angryk and Miroslaw Kordos and Agnieszka Siwocha},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={10},
number={1},
doi = {10.2478/jaiscr-2020-0005},
pages={57–69},
year={2020}
}

2019, Volume 9, Number 4

Apeksha Shewalkar, Deepika Nyavanandi, Simone A. Ludwig
Performance Evaluation of Deep Neural Networks Applied to Speech Recognition: RNN, LSTM AND GRU
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 4 (2019), pp. 235–245, DOI:10.2478/jaiscr-2019-0006
Keywords: Spectrogram; Connectionist Temporal Classification; TED-LIUM data set
bibtex

@article{Ludwig2019performance,
title={Performance Evaluation of Deep Neural Networks Applied to Speech Recognition: RNN, LSTM AND GRU},
author={Apeksha Shewalkar and Deepika Nyavanandi and Simone A. Ludwig},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={4},
doi = {10.2478/jaiscr-2019-0006},
pages={235–245},
year={2019}
}

Miguel Costa, Daniel Oliveira, Sandro Pinto and Adriano Tavares
Detecting Driver's Fatigue, Distraction and Activity Using a Non-Intrusive Ai-Based Monitoring System
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 4 (2019), pp. 247–266, DOI:10.2478/jaiscr-2019-0007
Keywords: driver monitoring system; intelligent transportation systems; driver distraction monitoring; driver fatigue monitoring
bibtex

@article{Costa2019detectingFatigue,
title={Detecting Driver's Fatigue, Distraction and Activity Using a Non-Intrusive Ai-Based Monitoring System},
author={Miguel Costa and Daniel Oliveira and Sandro Pinto and Adriano Tavares},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={4},
doi = {10.2478/jaiscr-2019-0007},
pages={247–266},
year={2019}
}

Evan Krell, Alaa Sheta, Arun Prassanth Ramaswamy Balasubramanian and Scott A. King
Collision-Free Autonomous Robot Navigation in Unknown Environments Utilizing PSO for Path Planning
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 4 (2019), pp. 267–282, DOI:10.2478/jaiscr-2019-0008
Keywords: mobile robot; particle swarm optimization; path planning
bibtex

@article{Krell2019collisionfree,
title={Collision-Free Autonomous Robot Navigation in Unknown Environments Utilizing PSO for Path Planning},
author={Evan Krell and Alaa Sheta and Arun Prassanth Ramaswamy Balasubramanian and Scott A. King},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={4},
doi = {10.2478/jaiscr-2019-0008},
pages={267–282 },
year={2019}
}

Sou Nobukawa, Haruhiko Nishimura, and Teruya Yamanishi
Pattern Classification by Spiking Neural Networks Combining Self-Organized and Reward-Related Spike-Timing-Dependent Plasticity
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 4 (2019), pp. 283–291 , DOI:10.2478/jaiscr-2019-0009
Keywords: spiking neural network; spike timing-dependent plasticity; dopamine-modulated spike timing-dependent plasticity; pattern classification
bibtex

@article{nobukawa2019pattern,
title={Pattern Classification by Spiking Neural Networks Combining Self-Organized and Reward-Related Spike-Timing-Dependent Plasticity},
author={Sou Nobukawa and Haruhiko Nishimura and Teruya Yamanishi},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={4},
doi = {10.2478/jaiscr-2019-0009},
pages={283–291},
year={2019}
}

Oded Koren, Carina Antonia Hallin, Nir Perel and Dror Bendet
Decision-Making Enhancement in a Big Data Environment: Application of the K-Means Algorithm to Mixed Data
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 4 (2019), pp. 293–302, DOI:10.2478/jaiscr-2019-0010
Keywords: Big data; mixed data; Hadoop; K-means; decision making
bibtex

@article{koren2019decision,
title={Decision-Making Enhancement in a Big Data Environment: Application of the K-Means Algorithm to Mixed Data },
author={Oded Koren and Carina Antonia Hallin and Nir Perel and Dror Bendet},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={4},
doi = {10.2478/jaiscr-2019-0010},
pages={293–302},
year={2019}
}

2019, Volume 9, Number 3

Md Wasiur Rahman, Fatema Tuz Zohra and Marina L. Gavrilova
Score Level and Rank Level Fusion for Kinect-Based Multi-Modal Biometric System
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 3 (2019), pp. 167–176, DOI:10.2478/jaiscr-2019-0001
Keywords: Lane-Emden equations; simulated annealing; legendre polynomials; neural network
bibtex

@article{rahman2019scoreLevel,
title={Score Level and Rank Level Fusion for Kinect-Based Multi-Modal Biometric System},
author={Md Wasiur Rahman and Fatema Tuz Zohra and Marina L. Gavrilova},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={3},
doi = {10.2478/jaiscr-2019-0001},
pages={167–176},
year={2019}
}

Simone A. Ludwig
Applying a Neural Network Ensemble to Intrusion Detection
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 3 (2019), pp. 177–188 , DOI:10.2478/jaiscr-2019-0002
Keywords: driver monitoring system; intelligent transportation systems; driver distraction monitoring; driver fatigue monitoring
bibtex

@article{Costa2019detectingFatigue,
title={Applying a Neural Network Ensemble to Intrusion Detection},
author={Simone A. Ludwig},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={3},
doi = {10.2478/jaiscr-2019-0002},
pages={177–188},
year={2019}
}

Yang Cao, R. Samidurai, and R. Sriraman
Stability and Dissipativity Analysis for Neutral Type Stochastic Markovian Jump Static Neural Networks with Time Delays
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 3 (2019), pp. 189–204, DOI:10.2478/jaiscr-2019-0003
Keywords: Static neural networks; Dissipativity analysis; Markovian jump; Time-varying delays
bibtex

@article{Cao2019stability,
title={Stability and Dissipativity Analysis for Neutral Type Stochastic Markovian Jump Static Neural Networks with Time Delays},
author={Yang Cao and R. Samidurai and R. Sriraman},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={3},
doi = {10.2478/jaiscr-2019-0003},
pages={189–204},
year={2019}
}

Amnah Nasim, Laura Burattini, Muhammad Faisal Fateh, and Aneela Zameer
Solution of Linear and Non-Linear Boundary Value Problems Using Population-Distributed Parallel Differential Evolution
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 3 (2019), pp. 205-218, DOI:10.2478/jaiscr-2019-0004-
Keywords: parallel evolutionary algorithms; differential evolution; boundary value problems; optimization
bibtex

@article{nasim2019solution,
title={Solution of Linear and Non-Linear Boundary Value Problems Using Population-Distributed Parallel Differential Evolution},
author={Amnah Nasim and Laura Burattini and Muhammad Faisal Fateh and Aneela Zameer},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={3},
doi = {10.2478/jaiscr-2019-0004},
pages={205-218},
year={2019}
}

George Tambouratzis, Marina Vassiliou
Swarm Algorithms for NLP - The Case of Limited Training Data
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 3 (2019), pp. 219-234, DOI:10.2478/jaiscr-2019-0005
Keywords: Big data; mixed data; Hadoop; K-means; decision making
bibtex

@article{Tambouratzis2019swarm,
title={Swarm Algorithms for NLP - The Case of Limited Training Data},
author={George Tambouratzis and Marina Vassiliou},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={3},
doi = {10.2478/jaiscr-2019-0005},
pages={219-234},
year={2019}
}

2019, Volume 9, Number 2

Michal Mizera, Pawel Nowotarski, Aleksander Byrski and Marek Kisiel-Dorohinicki
Fine Tuning of Agent-Based Evolutionary Computing
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 2 (2019), pp. 81-97, DOI:10.2478/jaiscr-2018-0026
Keywords: multi-agent systems; metaheuristics; evolutionary computing
bibtex

@article{Mizera2019finetuning,
title={Fine Tuning of Agent-Based Evolutionary Computing},
author={Michal Mizera and Pawel Nowotarski and Aleksander Byrski and Marek Kisiel-Dorohinicki},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={2},
doi = {10.2478/jaiscr-2018-0026},
pages={81-97},
year={2019}
}

Md Meftahul Ferdaus, Sreenatha G. Anavatti, Matthew A. Garratt and Mahardhika Pratama
Development of C-Means Clustering Based Adaptive Fuzzy Controller for a Flapping Wing Micro Air Vehicle
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 2 (2019), pp. 99-109, DOI:10.2478/jaiscr-2018-0027
Keywords: adaptive fuzzy; clustering; flapping wing; micro air vehicle
bibtex

@article{Ferdaus2019clustering,
title={Development of C-Means Clustering Based Adaptive Fuzzy Controller for a Flapping Wing Micro Air Vehicle},
author={Md Meftahul Ferdaus and Sreenatha G. Anavatti and Matthew A. Garratt and Mahardhika Pratam},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={2},
doi = {10.2478/jaiscr-2018-0027},
pages={99-109},
year={2019}
}

M. Javaid, M. Abbas, Jia-Bao Liu, W. C. Teh and Jinde Cao
Topological Properties of Four-Layered Neural Networks
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 2 (2019), pp. 111-122, DOI:10.2478/jaiscr-2018-0028
Keywords: degree of node; topological properties; neural network; probabilistic neural network
bibtex

@article{Abbas2019topol,
title={Topological Properties of Four-Layered Neural Networks},
author={M. Javaid, M. Abbas and Jia-Bao Liu and W. C. Teh and Jinde Cao},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={2},
doi = {10.2478/jaiscr-2018-0028},
pages={111-122},
year={2019}
}

Ryotaro Kamimura
Supposed Maximum Mutual Information for Improving Generalization and Interpretation of Multi-Layered Neural Networks
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 2 (2019), pp. 123-147, DOI:10.2478/jaiscr-2018-0029
Keywords: mutual information; disentanglement; generalization; interpretation
bibtex

@article{Kamimura2019maximum,
title={Supposed Maximum Mutual Information for Improving Generalization and Interpretation of Multi-Layered Neural Networks},
author={Ryotaro Kamimura},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={2},
doi = {10.2478/jaiscr-2018-0029},
pages={123-147},
year={2019}
}

Parisa Rastin, Basarab Matei, Guénaël Cabanes, Nistor Grozavu and Younès Bennani
Impact of Learners' Quality and Diversity in Collaborative Clustering
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 2 (2019), pp. 149-165, DOI:10.2478/jaiscr-2018-0030
Keywords: collaborative clustering; topological neural networks; unsupervised learning; diversity; quality
bibtex

@article{rastin2019impact,
title={Impact of Learners' Quality and Diversity in Collaborative Clustering},
author={Parisa Rastin and Basarab Matei and Guénaël Cabanes and Nistor Grozavu and Younès Bennani},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={2},
doi = {10.2478/jaiscr-2018-0030},
pages={149-165},
year={2019}
}

2019, Volume 9, Number 1

Igor Aizenberg, Antonio Luchetta, Stefano Manetti and Maria Cristina Piccirilli
A MLMVN with Arbitrary Complex-Valued Inputs and a Hybrid Testability Approach for the Extraction of Lumped Models Using FRA
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 1 (2019), pp. 5-19, DOI:10.2478/jaiscr-2018-0021
Keywords: Analog circuits; Complex-valued neural networks; Lumped models; Testability
bibtex

@article{Liu2019Topological,
title={A MLMVN with Arbitrary Complex-Valued Inputs and a Hybrid Testability Approach for the Extraction of Lumped Models Using FRA},
author={Igor Aizenberg and Antonio Luchetta and Stefano Manetti and Maria Cristina Piccirilli},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={1},
doi = {10.2478/jaiscr-2018-0021},
pages={5-19},
year={2019}
}

Yuchen Hou and Lawrence B. Holder
On Graph Mining With Deep Learning: Introducing Model R for Link Weight Prediction
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 1 (2019), pp. 21-40, DOI:10.2478/jaiscr-2018-0022
Keywords: Deep learning; Neural networks; Machine learning; Graph mining; Link weight prediction; Predictive models; Node embeddings
bibtex

@article{Hou2019graphMining,
title={On Graph Mining With Deep Learning: Introducing Model R for Link Weight Prediction},
author={Yuchen Hou and Lawrence B. Holder},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={1},
doi = {10.2478/jaiscr-2018-0022},
pages={21-40},
year={2019}
}

Gustavo Botelho de Souza, Daniel Felipe da Silva Santos, Rafael Gonçalves Pires, Aparecido Nilceu Marananil and João Paulo Papa
Deep Features Extraction for Robust Fingerprint Spoofing Attack Detection
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 1 (2019), pp. 41-49, DOI:10.2478/jaiscr-2018-0023
Keywords: Restricted Boltzmann Machines; Deep Boltzmann Machines; Deep Learning; Fingerprint Spoofing Detection; Biometrics
bibtex

@article{Souza2019deepFeatures,
title={Deep Features Extraction for Robust Fingerprint Spoofing Attack Detection},
author={Gustavo Botelho de Souza and Daniel Felipe da Silva Santos and Rafael Gonçalves Pires and Aparecido Nilceu Marananil and João Paulo Papa},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={1},
doi = {10.2478/jaiscr-2018-0023},
pages={41-49},
year={2019}
}

Keiko Ono, Yoshiko Hanada, Masahito Kumano and Masahiro Kimura
Enhancing Island Model Genetic Programming by Controlling Frequent Trees
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 1 (2019), pp. 51-65, DOI:10.2478/jaiscr-2018-0024
Keywords: genetic programming; island model; frequent tree-based migration strategy
bibtex

@article{Ono2019Island,
title={Enhancing Island Model Genetic Programming by Controlling Frequent Trees},
author={Keiko Ono, Yoshiko Hanada, Masahito Kumano and Masahiro Kimura},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={1},
doi = {10.2478/jaiscr-2018-0024},
pages={51-65},
year={2019}
}

Yun Wei, Ying Yu, Lifeng Xu, Wei Huang, Jianhua Guo, Ying Wan and Jinde Cao
Vehicle Emission Computation Through Microscopic Traffic Simulation Calibrated Using Genetic Algorithm
Journal of Artificial Intelligence and Soft Computing Research, Volume 9, Issue 1 (2019), pp. 67-80, DOI:10.2478/jaiscr-2018-0025
Keywords: Environment protection; Microscopic traffic simulation; Genetic algorithm; IVE model; Emission evaluation
bibtex

@article{Wei2019Vehicle,
title={Vehicle Emission Computation Through Microscopic Traffic Simulation Calibrated Using Genetic Algorithm},
author={Yun Wei, Ying Yu, Lifeng Xu, Wei Huang, Jianhua Guo, Ying Wan and Jinde Cao},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={9},
number={1},
doi = {10.2478/jaiscr-2018-0025},
pages={67-80},
year={2019}
}

2018, Volume 8, Number 4

Jia-Bao Liu, Jing Zhao, Shaohui Wang, M. Javaid and Jinde Cao
On the Topological Properties of the Certain Neural Networks
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 4 (2018), pp. 257-268, DOI:10.1515/jaiscr-2018-0016
Keywords: neural network; topological indices; graph theory
bibtex

@article{Liu2018Topological,
title={On the Topological Properties of the Certain Neural Networks},
author={Jia-Bao Liu, Jing Zhao, Shaohui Wang, M. Javaid and Jinde Cao},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={4},
doi = {10.1515/jaiscr-2018-0016},
pages={257-268},
year={2018}
}

Ruoyu Wei and Jinde Cao
Synchronization Analysis of Inertial Memristive Neural Networks with Time-Varying Delays
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 4 (2018), pp. 269-282 , DOI:10.1515/jaiscr-2018-0017
Keywords: inertial; memristive; neural networks; synchronization
bibtex

@article{Wei2018synchro,
title={Synchronization Analysis of Inertial Memristive Neural Networks with Time-Varying Delays},
author={Ruoyu Wei and Jinde Cao},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={4},
doi = {10.1515/jaiscr-2018-0017},
pages={269-282},
year={2018}
}

Yan Zhao and Qingshan Liu
A Continuous-Time Distributed Algorithm for Solving a Class of Decomposable Nonconvex Quadratic Programming
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 4 (2018), pp. 283-291, DOI:10.1515/jaiscr-2018-0018
Keywords: smart cities; fuzzy logic; text mining; sentiment analysis
bibtex

@article{Zhao2018Continuous,
title={A Continuous-Time Distributed Algorithm for Solving a Class of Decomposable Nonconvex Quadratic Programming},
author={Yan Zhao and Qingshan Liu},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={4},
doi = {10.1515/jaiscr-2018-0018},
pages={283-291},
year={2018}
}

Bin Xu and Wangli He
Event-Triggered Cluster Consensus of Leader-Following Linear Multi-Agent Systems
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 4 (2018), pp. 293-302, DOI:10.1515/jaiscr-2018-019
Keywords: cluster consensus; event-triggered scheme; leader-following consensus; multiagent systems
bibtex

@article{xu2018event,
title={Event-Triggered Cluster Consensus of Leader-Following Linear Multi-Agent Systems},
author={Bin Xu and Wangli He},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={4},
doi = {10.1515/jaiscr-2018-0019},
pages={293-302},
year={2018}
}

Chen Wang, Guidong Yu, Wei Sun and Jinde Cao
The Least Eigenvalue of the Graphs Whose Complements Are Connected and Have Pendent Paths
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 4 (2018), pp. 303-308, DOI:10.1515/jaiscr-2018-0020
Keywords: graph; complement; pendent path; adjacency matrix; the least eigenvalue
bibtex

@article{Wang2018Eigenvalue,
title={The Least Eigenvalue of the Graphs Whose Complements Are Connected and Have Pendent Paths},
author={Chen Wang, Guidong Yu, Wei Sun and Jinde Cao},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={4},
doi = {10.1515/jaiscr-2018-0020},
pages={303-308},
year={2018}
}

2018, Volume 8, Number 3

Max W. Y. Lam
One-Match-Ahead Forecasting in Two-Team Sports with Stacked Bayesian Regressions
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 3 (2018), pp. 159-171, DOI:10.1515/jaiscr-2018-0011
Keywords: Sports analytics; one-match-ahead forecasting; winning probability; Gaussian process regression
bibtex

@article{LAm2018sportForecasting,
title={One-Match-Ahead Forecasting in Two-Team Sports with Stacked Bayesian Regressions},
author={Max W. Y. Lam },
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={3},
doi = {10.1515/jaiscr-2018-0011},
pages={159-171},
year={2018}
}

Daniel Hagan and Martin Hagan
Soft Computing Tools for Virtual Drug Discovery
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 3 (2018), pp. 173-189, DOI:10.1515/jaiscr-2018-0012
Keywords: drug discovery; virtual screening; multilayer network; SOM
bibtex

@article{Hagan2018Soft,
title={Soft Computing Tools for Virtual Drug Discovery},
author={Daniel Hagan and Martin Hagan},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={3},
doi = {10.1515/jaiscr-2018-0012},
pages={173-189},
year={2018}
}

Giuseppe D'Aniello, Matteo Gaeta, Francesca Loia, Marek Reformat and Daniele Toti
An Environment for Collective Perception based on Fuzzy and Semantic Approaches
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 3 (2018), pp. 191-210, DOI:10.1515/jaiscr-2018-0013
Keywords: smart cities; fuzzy logic; text mining; sentiment analysis
bibtex

@article{Giuseppe2018environment,
title={An Environment for Collective Perception based on Fuzzy and Semantic Approaches},
author={Giuseppe D'Aniello, Matteo Gaeta, Francesca Loia, Marek Reformat and Daniele Toti},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={3},
doi = {10.1515/jaiscr-2018-0013},
pages={191-210},
year={2018}
}

Deepak Dawar and Simone A. Ludwig
Effect of Strategy Adaptation on Differential Evolution in Presence and Absence of Parameter Adaptation: An Investigation
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 3 (2018), pp. 211-235, DOI:10.1515/jaiscr-2018-014
Keywords: Evolutionary algorithms; Differential evolution; mutation strategy; adaptive control
bibtex

@article{Dawar2018effect,
title={Effect of Strategy Adaptation on Differential Evolution in Presence and Absence of Parameter Adaptation: An Investigation},
author={Deepak Dawar and Simone A. Ludwig},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={3},
doi = {10.1515/jaiscr-2018-0014},
pages={211-235},
year={2018}
}

Teijiro Isokawa, Hiroki Yamamoto, Haruhiko Nishimura, Takayuki Yumoto, Naotake Kamiura and Nobuyuki Matsui
Complex-Valued Associative Memories with Projection and Iterative Learning Rules
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 3 (2018), pp. 237-249, DOI:10.1515/jaiscr-2018-0015
Keywords: complex-valued neural networks; associative memory; projection
bibtex

@article{Abdelbari2018learning,
title={Complex-Valued Associative Memories with Projection and Iterative Learning Rules},
author={Teijiro Isokawa, Hiroki Yamamoto, Haruhiko Nishimura, Takayuki Yumoto, Naotake Kamiura and Nobuyuki Matsui},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={3},
doi = {10.1515/jaiscr-2018-0015},
pages={237-249},
year={2018}
}

2018, Volume 8, Number 2

Noura Ayadi, Nabil Derbel, Nicolas Morette, Cyril Novales and Gerard Poisson
Simulation and Experimental Evaluation of the EKF Simultaneous Localization and Mapping Algorithm on the Wifibot Mobile Robot
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 2 (2018), pp. 91-101, DOI:10.1515/jaiscr-2018-0006
Keywords: mobile robot; localisation; EKF; SLAM; consistency
bibtex

@article{Ayadi2018simulation,
title={Simulation and Experimental Evaluation of the EKF Simultaneous Localization and Mapping Algorithm on the Wifibot Mobile Robot},
author={Noura Ayadi and Nabil Derbel and Nicolas Morette and Cyril Novales and Gerard Poisson},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={2},
doi = {10.1515/jaiscr-2018-0006},
pages={91-101},
year={2018}
}

Sheriff Sadiqbatcha, Saeed Jafarzadeh, and Yiannis Ampatzidis
Particle Swarm Optimization for Solving a Class of Type-1 And Type-2 Fuzzy Nonlinear Equations
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 2 (2018), pp. 103-110, DOI:10.1515/jaiscr-2018-0007
Keywords: type1 and type2 fuzzy sets; polynomial and exponential equations; particle swarm optimization
bibtex

@article{Sadiqbatcha2018Particle,
title={Particle Swarm Optimization for Solving a Class of Type-1 And Type-2 Fuzzy Nonlinear Equations},
author={Sheriff Sadiqbatcha and Saeed Jafarzadeh and Yiannis Ampatzidis},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={2},
doi = {10.1515/jaiscr-2018-0007},
pages={103-110},
year={2018}
}

Alhadi Bustamam, Devvi Sarwinda, Gianinna Ardenaswari
Texture and Gene Expression Analysis of the MRI Brain in Detection of Alzheimer’s Disease
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 2 (2018), pp. 111-120, DOI:10.1515/jaiscr-2018-0008
Keywords: Alzheimer’s Disease; MRI; Feature Extraction; Bi-Clustering; Local Binary Pattern (LBP)
bibtex

@article{Bustamam2018texture,
title={Texture and Gene Expression Analysis of the MRI Brain in Detection of Alzheimer’s Disease},
author={Alhadi Bustamam and Devvi Sarwinda and Gianinna Ardenaswari},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={2},
doi = {10.1515/jaiscr-2018-0008},
pages={111-120},
year={2018}
}

Esra Akdeniz, Erol Egrioglu, Eren Bas, Ufuk Yolcu
An Arma Type Pi-Sigma Artificial Neural Network for Nonlinear Time Series Forecasting
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 2 (2018), pp. 121-132, DOI:10.1515/jaiscr-2018-0009
Keywords: High order artificial neural networks; pi-sigma neural network; forecasting; recurrent neural network; Particle Swarm Optimization
bibtex

@article{Akdeniz2018armaType,
title={An Arma Type Pi-Sigma Artificial Neural Network for Nonlinear Time Series Forecasting},
author={Esra Akdeniz and Erol Egrioglu and Eren Bas and Ufuk Yolcu},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={2},
doi = {10.1515/jaiscr-2018-0009},
pages={121-132},
year={2018}
}

Hassan Abdelbari, Kamran Shafi
Learning Structures of Conceptual Models from Observed Dynamics using Evolutionary Echo State Networks
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 2 (2018), pp. 133-154, DOI:10.1515/jaiscr-2018-0010
Keywords: Complex systems modelling; Conceptual models; Causal loop diagrams; Computational intelligence; Echo state networks; Evolutionary algorithms
bibtex

@article{Abdelbari2018learning,
title={Learning Structures of Conceptual Models from Observed Dynamics using Evolutionary Echo State Networks},
author={Hassan Abdelbari and Kamran Shafi},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={2},
doi = {10.1515/jaiscr-2018-0010},
pages={133-154},
year={2018}
}

2018, Volume 8, Number 1

Ryotaro Kamimura, Tsubasa Kitago
Self-Assimilation for Solving Excessive Information Acquisition in Potential Learning
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 1 (2018), pp. 5-29, DOI:10.1515/jaiscr-2018-0001
Keywords: neural networks; learning; excessive information acquisition; self-assimilation method
bibtex

@article{Kamimura2018self,
title={Self-Assimilation for Solving Excessive Information Acquisition in Potential Learning},
author={Ryotaro Kamimura and Tsubasa Kitago},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={1},
doi = {10.1515/jaiscr-2018-0001},
pages={5-29},
year={2018}
}

Ivan Jordanov, Nedyalko Petrov, Alessio Petrozziello
Classifiers Accuracy Improvement Based on Missing Data Imputation
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 1 (2018), pp. 31-48, DOI:10.1515/jaiscr-2018-0002
Keywords: machine learning; missing data; model-based imputation; neural networks; random forests; support vector machines; radar signal classification
bibtex

@article{Jordanov2018Classifiers,
title={Classifiers Accuracy Improvement Based on Missing Data Imputation},
author={Ivan Jordanov and Nedyalko Petrov and Alessio Petrozziello},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={1},
doi = {10.1515/jaiscr-2018-0002},
pages={31-48},
year={2018}
}

Rawad Abdulghafor, Sherzod Turaev, Akram Zeki, Adamu Abubaker
Nonlinear Convergence Algorithm: Structural Properties With Doubly Stochastic Quadratic Operators for Multi-Agent Systems
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 1 (2018), pp. 49-61, DOI:10.1515/jaiscr-2018-0003
Keywords: doubly stochastic quadratic operators; nonlinear convergence algorithm; consensus problem; multi-agent systems
bibtex

@article{Abdulghafor2018Nonlinear,
title={Nonlinear Convergence Algorithm: Structural Properties With Doubly Stochastic Quadratic Operators for Multi-Agent Systems},
author={Rawad Abdulghafor and Sherzod Turaev and Akram Zeki and Adamu Abubaker},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={1},
doi = {10.1515/jaiscr-2018-0003},
pages={49-61},
year={2018}
}

George Tambouratzis
Using Particle Swarm Optimization to Accurately Identify Syntactic Phrases in Free Text
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 1 (2018), pp. 63-67, DOI:10.1515/jaiscr-2018-0004
Keywords: parsing of natural language; machine translation; syntactically-derived phrasing; particle swarm optimization (PSO); parameter optimization; Adaptive PSO (AdPSO)
bibtex

@article{Tambouratzis2018ParticleSwarm,
title={Using Particle Swarm Optimization to Accurately Identify Syntactic Phrases in Free Text},
author={George Tambouratzis},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={1},
doi = {10.1515/jaiscr-2018-0004},
pages={63-67},
year={2018}
}

Shawkat Alkhazaleh, Ayman A. Hazaymeh
N-Valued Refined Neutrosophic Soft Sets and Their Applications in Decision Making Problems and Medical Diagnosis
Journal of Artificial Intelligence and Soft Computing Research, Volume 8, Issue 1 (2018), pp. 79-86, DOI:10.1515/jaiscr-2018-0005
Keywords: neutrosophic set; neutrosophic soft set; 'n'-valued refined neutrosophic set; 'n'-valued refined neutrosophic soft set; similarity measures; decision making; medical diagnosis
bibtex

@article{Tambouratzis2018ParticleSwarm,
title={N-Valued Refined Neutrosophic Soft Sets and Their Applications in Decision Making Problems and Medical Diagnosis},
author={Shawkat Alkhazaleh and Ayman A. Hazaymeh},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={8},
number={1},
doi = {10.1515/jaiscr-2018-0005},
pages={79-86},
year={2018}
}

2017, Volume 7, Number 4

Yuanzhi Ke, Masafumi Hagiwara
An English Neural Network that Learns Texts, Finds Hidden Knowledge, and Answers Questions
Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 4, pp. 229-242, DOI:10.1515/jaiscr-2017-0016
Keywords: natural language processing; neural network; question answering; natural language understanding
bibtex

@article{Ke2017neuralnetwork,
title={An English Neural Network that Learns Texts, Finds Hidden Knowledge, and Answers Questions},
author={Yuanzhi Ke and Masafumi Hagiwara},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={4},
pages={229--242},
year={2017}
}

Gennaro Notomista, Michael Botsch
A Machine Learning Approach for the Segmentation of Driving Maneuvers and its Application in Autonomous Parking, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 4, pp. 243-255, DOI:10.1515/jaiscr-2017-0017
Keywords: autonomous parking; ensemble learning; maneuver segmentation
bibtex

@article{Notomista2017machinelearning,
title={A Machine Learning Approach for the Segmentation of Driving Maneuvers and its Application in Autonomous Parking},
author={Gennaro Notomista and Michael Botsch},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={4},
pages={243--255},
year={2017}
}

Toshifumi Minemoto, Teijiro Isokawa, Haruhiko Nishimura, Nobuyuki Matsui
Pseudo-Orthogonalization of Memory Patterns for Complex-Valued and Quaternionic Associative Memories, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 4, pp. 257-264, DOI:10.1515/jaiscr-2017-0018
Keywords: Hopfield neural network; pseudo-orthogonalization; complex numbers; quaternions
bibtex

@article{Minemoto2017Pseudo,
title={Pseudo-Orthogonalization of Memory Patterns for Complex-Valued and Quaternionic Associative Memories},
author={Toshifumi Minemoto and Teijiro Isokawa and Haruhiko Nishimura and Nobuyuki Matsui},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={4},
pages={257--264},
year={2017}
}

Guido Bologna ,Yoichi Hayashi
Characterization of Symbolic Rules Embedded in Deep DIMLP Networks: a Challenge to Transparency of Deep Learning, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 4, pp. 265-286, DOI:10.1515/jaiscr-2017-0019
Keywords: ensembles; deep learning; rule extraction; feature detectors
bibtex

@article{Bologna2017Characterization,
title={Characterization of Symbolic Rules Embedded in Deep DIMLP Networks: a Challenge to Transparency of Deep Learning},
author={Guido Bologna and Yoichi Hayashi},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={4},
pages={265--286},
year={2017}
}

Jeffrey Jonathan (Joshua) Davis, Chin-Teng Lin, Grant Gillett, and Robert Kozma
An Integrative Approach to Analyze EEG Signals and Human Brain Dynamics in Different Cognitive States, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 4, pp.287-299, DOI:10.1515/jaiscr-2017-0020
Keywords: cognition; EEG; analytic amplitude; analytic phase; Hilbert transform; visual cortex; consciousness; meditation; emotions; awareness; intentionality; spiritual values
bibtex

@article{Davis2017Integrative,
title={An Integrative Approach to Analyze EEG Signals and Human Brain Dynamics in Different Cognitive States},
author={Jeffrey Jonathan (Joshua) Davis and Chin-Teng Lin and Grant Gillett and Robert Kozma},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={4},
pages={287-299},
year={2017}
}

2017, Volume 7, Number 3

V. Susheela Devi, Lakhpat Meena
Parallel MCNN (PMCNN) with Application to Prototype Selection on Large and Streaming Data, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 3, pp. 155-169, DOI:10.1515/jaiscr-2017-0011
Keywords: prototype selection; one-pass algorithm; streaming data; distributed algorithm
bibtex

@article{Devi2017Parallel,
title={Parallel MCNN (PMCNN) with Application to Prototype Selection on Large and Streaming Data},
author={V. Susheela Devi and Lakhpat Meena},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={3},
pages={155-169},
year={2017}
}

Martin Schlueter, Masaharu Munetomo
MIDACO Parallelization Scalability on 200 MINLP Benchmarks, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 3, pp. 171-181, DOI:10.1515/jaiscr-2017-0012
Keywords: MINLP; optimization; MIDACO; parallelization
bibtex

@article{Schlueter2017MIDACO,
title={MIDACO Parallelization Scalability on 200 MINLP Benchmarks},
author={Martin Schlueter and Masaharu Munetomo },
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={3},
pages={171-181},
year={2017}
}

Corina Rotar, Laszlo Barna Iantovics
Directed Evolution - a New Metaheuristc for Optimization, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 3, pp. 183-200, DOI:10.1515/jaiscr-2017-0013
Keywords: optimization; directed evolution; nature-inspired computing
bibtex

@article{Rotar2017Directed,
title={Directed Evolution -- a New Metaheuristc for Optimization},
author={Corina Rotar and Laszlo Barna Iantovics},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={3},
pages={183-200},
year={2017}
}

Peng Yan
Mapreduce and Semantics Enabled Event Detection Using Social Media, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 3, pp. 201-213, DOI:10.1515/jaiscr-2017-0014
Keywords: event detection; social media; semantic relatedness; MapReduce
bibtex

@article{Yan2017MAPreduce,
title={Mapreduce and Semantics Enabled Event Detection Using Social Media},
author={Peng Yan},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={3},
pages={201-213},
year={2017}
}

Najeeb Alam Khan, Amber Shaikh
A Smart Amalgamation Of Spectral Neural Algorithm For Nonlinear Lane-Emden Equations With Simulated Annealing, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 3, pp.215-224, DOI:10.1515/jaiscr-2017-0015
Keywords: Lane-Emden equations; simulated annealing; legendre polynomials; neural network
bibtex

@article{Khan2017Smart,
title={A Smart Amalgamation Of Spectral Neural Algorithm For Nonlinear Lane-Emden Equations With Simulated Annealing},
author={Najeeb Alam Khan and Amber Shaikh},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={3},
pages={215-224},
year={2017}
}

2017, Volume 7, Number 2

Shiqin Yang, Yuji Sato
Swarm Intelligence Algorithm Based on Competitive Predators With Dynamic Virtual Teams, Journal of Artificial Intelligence and Soft Computing Research, 2017, Vol. 7, No. 2, pp. 87-101, DOI:10.1515/jaiscr-2017-0006
Keywords: swarm intelligence; sitness predator optimizer; dynamic virtual team; population diversity
bibtex

@article{Yang2017Swarm,
title={Swarm Intelligence Algorithm Based on Competitive Predators With Dynamic Virtual Teams},
author={Shiqin Yang and Yuji Sato},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={2},
pages={87-101},
year={2017}
}

Ismat Beg, Tabasam Rashid
Modelling Uncertainties in Multi-Criteria Decision Making Using Distance Measure and Topsis for Hesitant Fuzzy Sets, Journal of Artificial Intelligence and Soft Computing Research, 2017, Vol. 7, No. 2, pp. 103-109, DOI:10.1515/jaiscr-2017-0007
Keywords: uncertainty modelling; multiple criteria analysis; group decisions and negotiations; hesitant fuzzy set; TOPSIS
bibtex

@article{Beg2017Modelling,
title={Modelling Uncertainties in Multi-Criteria Decision Making Using Distance Measure and Topsis for Hesitant Fuzzy Sets},
author={Ismat Beg and Tabasam Rashid},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={2},
pages={103-109},
year={2017}
}

Han Liu, Alexander Gegov, Mihaela Cocea
Rule Based Networks: An Efficient and Interpretable Representation of Computational Models, Journal of Artificial Intelligence and Soft Computing Research, 2017, Vol. 7, No. 2, pp. 111-123, DOI:10.1515/jaiscr-2017-0008
Keywords: rule based networks; knowledge discovery; predictive modelling; rule representation
bibtex

@article{Beg2017Modelling,
title={Rule Based Networks: An Efficient and Interpretable Representation of Computational Models},
author={Han Liu and Alexander Gegov and Mihaela Cocea},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={2},
pages={111-123},
year={2017}
}

Oscar Chang, Patricia Constante, Andres Gordon, Marco Singana
A Novel Deep Neural Network That Uses Space-Time Features for Tracking And Recognizing a Moving Object, Journal of Artificial Intelligence and Soft Computing Research, 2017, Vol. 7, No. 2, pp. 125-136, DOI:10.1515/jaiscr-2017-0009
Keywords: deep architectures; deep learning; artificial vision
bibtex

@article{Chang2017Novel,
title={A Novel Deep Neural Network That Uses Space-Time Features for Tracking And Recognizing a Moving Object},
author={Oscar Chang and Patricia Constante and Andres Gordon and Marco Singana},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={2},
pages={125-136},
year={2017}
}

Andri Riid, Jurgo-Soren Preden
Design of Fuzzy Rule-Based Classifiers Through Granulation and Consolidation, Journal of Artificial Intelligence and Soft Computing Research, 2017, Vol. 7, No. 2, pp. 137-147, DOI:10.1515/jaiscr-2017-0010
Keywords: pattern recognition; fuzzy classification; complexity reduction
bibtex

@article{Riid2017Modelling,
title={Design of Fuzzy Rule-Based Classifiers Through Granulation and Consolidation},
author={Andri Riid and Jurgo-Soren Preden },
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={2},
pages={137-147},
year={2017}
}

2017, Volume 7, Number 1

Cristian Rodríguez Rivero, Julián Pucheta, Sergio Laboret, Víctor Sauchelli, Daniel Patińo
Energy associated tuning method for short-term series forecasting by complete and incomplete datasets, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 1, pp. 5-16, DOI:10.1515/jaiscr-2017-0001
Keywords: short time series; forecasting; missing data; energy associated to series; complete and incomplete datasets
bibtex

@article{Rivero2017Energy,
title={Energy associated tuning method for short-term series forecasting by complete and incomplete datasets},
author={Cristian Rodríguez Rivero and Julián Pucheta and Sergio Laboret and Víctor Sauchelli and Daniel Patińo},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={1},
doi = {10.1515/jaiscr-2017-0001},
pages={5-16},
year={2017}
}

Taro Tezuka, Christophe Claramunt
Kernel Analysis for Estimating the Connectivity of a Network with Event Sequences, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 1, Pages 17-31, DOI:10.1515/jaiscr-2017-0002
Keywords: connectivity estimation; neural network; kernel methods; spike train
bibtex

@article{Tezuka2017Kernel,
title={Kernel Analysis for Estimating the Connectivity of a Network with Event Sequences},
author={Taro Tezuka and Christophe Claramunt},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={1},
doi = {10.1515/jaiscr-2017-0002},
pages={17-31},
year={2017}
}

Mukesh Prasad, Yu-Ting Liu, Dong-Lin Li, Chin-Teng Lin, Rajiv Ratn Shah, Om Prakash Kaiwartya
A New Mechanism for Data Visualization with TSK-type Preprocessed Collaborative Fuzzy Rule based System, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 1, Pages 33-46, DOI:10.1515/jaiscr-2017-0003
Keywords: fuzzy interference system; collaborative clustering; fuzzy logic; big data; data visualization
bibtex

@article{Prasad2017NewMechanism,
title={A New Mechanism for Data Visualization with TSK-type Preprocessed Collaborative Fuzzy Rule based System},
author={Mukesh Prasad and Yu-Ting Liu and Dong-Lin Li and Chin-Teng Lin and Rajiv Ratn Shah and Om Prakash Kaiwartya},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={1},
doi = {10.1515/jaiscr-2017-0003},
pages={33-46},
year={2017}
}

Khalid Almohammadi, Hani Hagras, Daniyal Alghazzawi, Ghadah Aldabbagh
A Survey of Artificial Intelligence Techniques Employed for Adaptive Educational Systems within E-Learning Platforms, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 1, Pages 47-64, DOI:10.1515/jaiscr-2017-0004
Keywords: e-learning; adaptive educational systems; artificial intelligence
bibtex

@article{Almohammadi2017survey,
title={A Survey of Artificial Intelligence Techniques Employed for Adaptive Educational Systems within E-Learning Platforms},
author={Khalid Almohammadi and Hani Hagras and Daniyal Alghazzawi and Ghadah Aldabbagh},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={1},
doi = {10.1515/jaiscr-2017-0004},
pages={47-64},
year={2017}
}

Thomas Villmann, Andrea Bohnsack, Marika Kaden
Can Learning Vector Quantization be an Alternative to SVM and Deep Learning? - Recent trends and advanced variants of Learning Vector Quantization for Classification Learning, Journal of Artificial Intelligence and Soft Computing Research, Volume 7, Issue 1, Pages 65-81, DOI:10.1515/jaiscr-2017-0005
Keywords: classification learning; vector quantization; prototype based learning
bibtex

@article{Villmann2017canLVQ,
title={Can Learning Vector Quantization be an Alternative to SVM and Deep Learning? - Recent trends and advanced variants of Learning Vector Quantization for Classification Learning},
author={Thomas Villmann and Andrea Bohnsack and Marika Kaden},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={1},
doi = {10.1515/jaiscr-2017-0005},
pages={65-81,
year={2017}
}

2016, Volume 6, Number 4

István Á. Harmati, Ádám Bukovics, László T. Kóczy
Minkowski’s Inequality Based Sensitivity Analysis of Fuzzy Signatures, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 4, Pages 219-229, DOI:10.1515/jaiscr-2016-0016
bibtex

@article{harmati2016minkowski,
title={Minkowski's Inequality Based Sensitivity Analysis of Fuzzy Signatures},
author={Harmati, Istvan A. and Bukovics, Adam and Koczy, Laszlo T.},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={4},
doi = {10.1515/jaiscr-2017-0016},
pages={219--229},
year={2016}
}

Ítalo Brasileiro, Iallen Santos, André Soares, Ricardo Rabêlo, Felipe Mazullo
Ant Colony Optimization Applied to the Problem of Choosing the Best Combination among M Combinations of Shortest Paths in Transparent Optical Networks, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 4, Pages 231-242, DOI:10.1515/jaiscr-2016-0017
bibtex

@article{brasileiro2016ant,
title={Ant Colony Optimization Applied to the Problem of Choosing the Best Combination among M Combinations of Shortest Paths in Transparent Optical Networks},
author={Brasileiro, Ítalo and Santos, Iallen and Soares, André and Rabêlo, Ricardo and Mazullo, Felipe},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={4},
doi = {10.1515/jaiscr-2017-0017},
pages={231--242},
year={2016}
}

Christina Brester, Eugene Semenkin, Maxim Sidorov
Multi-Objective Heuristic Feature Selection for Speech-Based Multilingual Emotion Recognition, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 4, Pages 243-253, DOI:10.1515/jaiscr-2016-0018
bibtex

@article{brester2016multi,
title={Multi-Objective Heuristic Feature Selection for Speech-Based Multilingual Emotion Recognition},
author={Brester, Christina and Semenkin, Eugene and Sidorov, Maxim},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={4},
doi = {10.1515/jaiscr-2017-0018},
pages={243--253},
year={2016}
}

Kai Lan, Kosuke Sekiyama
Autonomous Viewpoint Selection of Robot Based on Aesthetic Evaluation of a Scene, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 4, Pages 255-265, DOI:10.1515/jaiscr-2016-0019
bibtex

@article{lan2016autonomous,
title={Autonomous Viewpoint Selection of Robot Based on Aesthetic Evaluation of a Scene},
author={Lan, Kai and Sekiyama, Kosuke},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={4},
doi = {10.1515/jaiscr-2017-0019},
pages={255--265},
year={2016}
}

Matthew F. Tennyson, Deitra A. Kuester, John Casteel, Christos Nikolopoulos
Accessible Robots for Improving Social Skills of Individuals with Autism, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 4, Pages 267-277, DOI:10.1515/jaiscr-2016-0020
bibtex

@article{tennysin2016accessible,
title={Accessible Robots for Improving Social Skills of Individuals with Autism},
author={Tennyson, Matthew F. and Kuester, Deitra A. and Casteel, John and Nikolopoulos, Christos},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={4},
doi = {10.1515/jaiscr-2017-0020},
pages={267--277},
year={2016}
}

2016, Volume 6, Number 3

Hui Wei
A Bio-Inspired Integration Method for Object Semantic Representation, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 3, Pages 137-154, DOI:10.1515/jaiscr-2016-0011
bibtex

@article{wei2016bio,
title={A Bio-Inspired Integration Method for Object Semantic Representation},
author={Wei, Hui},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={3},
doi = {10.1515/jaiscr-2017-0011},
pages={137--154},
year={2016}
}

Zheng Yin, Conall O'Sullivan, Anthony Brabazon
An Analysis of the Performance of Genetic Programming for Realised Volatility Forecasting, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 3, Pages 155-172, DOI:10.1515/jaiscr-2016-0012
bibtex

@article{yij2016analysis,
title={An Analysis of the Performance of Genetic Programming for Realised Volatility Forecasting},
author={Yin, Zheng and O’Sullivan, Conall and Brabazon, Anthony },
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={3},
pages={155--172},
year={2016}
}

Vladimir Stanovov, Eugene Semenkin, Olga Semenkina
Self-configuring hybrid evolutionary algorithm for fuzzy imbalanced classification with adaptive instance selection, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 3, Pages 173-188, DOI:10.1515/jaiscr-2016-0013
bibtex

@article{stanovov2016self,
title={Self-Configuring Hybrid Evolutionary Algorithm for Fuzzy Imbalanced Classification with Adaptive Instance Selection},
author={Stanovov, Vladimir and Semenkin, Eugene and Semenkina, Olga},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={3},
pages={173--188},
year={2016}
}

Shogo Nonaka, Takeshi Tsujimura, Kiyotaka Izumi
Gain Design of Quasi-continuous Exponential Stabilizing Controller for a Nonholonomic Mobile Robot, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 3, Pages 189-200, DOI:10.1515/jaiscr-2016-0014
bibtex

@article{nonaka2016gain,
title={Gain Design of Quasi-Continuous Exponential Stabilizing Controller for a Nonholonomic Mobile Robot},
author={Nonaka, Shogo and Tsujimura, Takeshi and Izumi, Kiyotaka },
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={3},
pages={189--201},
year={2016}
}

Cheng-Hong Yang, Sin-Hua Moi, Yu-Da Lin, Li-Yeh Chuang
Genetic algorithm combined with a local search method for identifying susceptibility genes, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 3, Pages 203-212, DOI:10.1515/jaiscr-2016-0015
bibtex

@article{yang2016genetic,
title={Genetic Algorithm Combined with a Local Search Method for Identifying Susceptibility Genes},
author={Yang, Cheng-Hong and Moi, Sin-Hua and Lin, Yu-Da and Chuang, Li-Yeh},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={3},
pages={203--212},
year={2016}
}

2016, Volume 6, Number 2

Khai Phuc Nguyen, Goro Fujita, Vo Ngoc Dieu
Cuckoo Search Algorithm for Optimal Placement and Sizing of Static VAR Compensator in Large-Scale Power Systems, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 2, Pages 59-68, DOI:10.1515/jaiscr-2016-0006
bibtex

@article{Nguyen2016Cuckoo,
title={Cuckoo Search Algorithm for Optimal Placement and Sizing of Static VAR Compensator in Large-Scale Power Systems},
author={Khai Phuc Nguyen and Goro Fujita and Vo Ngoc Dieu},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={2},
doi = {10.1515/jaiscr-2017-0006},
pages={59-68},
year={2016}
}

Vladimir Nikulin
Prediction of the Shoppers Loyalty with Aggregated Data Streams, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 2, Pages 69-79, DOI:10.1515/jaiscr-2016-0007
bibtex

@article{nikulin2016prediction,
title={Prediction of the Shoppers Loyalty with Aggregated Data Streams},
author={Nikulin,Vladimir},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={2},
doi = {10.1515/jaiscr-2017-0007},
pages={69--79},
year={2016}
}

Khalid Almohammadi, Hani Hagras, Daniyal Alghazzawi, Ghadah Aldabbagh
Users-Centric Adaptive Learning System Based on Interval Type-2 Fuzzy Logic for Massively Crowded E-learning Platform, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 2, Pages 81-101, DOI:10.1515/jaiscr-2016-0008
bibtex

@article{almohammadi2016users,
title={Users-Centric Adaptive Learning System Based on Interval Type-2 Fuzzy Logic for Massively Crowded E-Learning Platforms},
author={Almohammadi, Khalid and Hagras, Hani and Alghazzawi, Daniyal and Aldabbagh, Ghadah},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={2},
doi = {10.1515/jaiscr-2017-0008},
pages={81--101},
year={2016}
}

Miguel Leon, Ning Xiong
Adapting Differential Evolution Algorithms for Continuous Optimization via Greedy Adjustment of Control Parameters, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 2, Pages 103-118, DOI:10.1515/jaiscr-2016-0009
bibtex

@article{leon2016adapting,
title={Adapting Differential Evolution Algorithms For Continuous Optimization Via Greedy Adjustment Of Control Parameters},
author={Leon, Miguel and Xiong, Ning},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={2},
doi = {10.1515/jaiscr-2017-0009},
pages={103--118},
year={2016}
}

Joao Roberto Bertini Junior and Maria do Carmo Nicoletti
Enhancing Constructive Neural Network Performance Using Functionally Expanded Input Data, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 2, Pages 119-131, DOI:10.1515/jaiscr-2016-0010
bibtex

@article{bertini2016enhancing,
title={Enhancing Constructive Neural Network Performance Using Functionally Expanded Input Data},
author={Bertini Junior, João Roberto and Nicoletti, Maria do Carmo},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={2},
doi = {10.1515/jaiscr-2017-0010},
pages={119--131},
year={2016}
}

2016, Volume 6, Number 1

Eren Bas
The Training of Multiplicative Neuron Model Artificial Neural Networks with Differential Evolution Algorithm for Forecasting, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 1, Pages 5-11, DOI:10.1515/jaiscr-2016-0001
bibtex

@article{bas2016training,
title={The Training Of Multiplicative Neuron Model Based Artificial Neural Networks With Differential Evolution Algorithm For Forecasting},
author={Eren Bas},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={1},
doi = {10.1515/jaiscr-2017-0001},
pages={5--11},
year={2016}
}

Jabbar Abbas
The Bipolar Choquet Integrals Based on Ternary-Element Sets, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 1, Pages 13-21, DOI:10.1515/jaiscr-2016-0002
bibtex

@article{abbas2016bipolar,
title={The Bipolar Choquet Integrals Based On Ternary-Element Sets},
author={Abbas, Jabbar},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={1},
doi = {10.1515/jaiscr-2017-0002},
pages={13-21},
year={2016}
}

Ahmed M. Serdah, Wesam M. Ashour
Clustering Large-scale Data Based on Modified Affinity Propagation Algorithm, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 1, Pages 23-33, DOI:10.1515/jaiscr-2016-0003
bibtex

@article{serdah2016clustering,
title={Clustering Large-Scale Data Based On Modified Affinity Propagation Algorithm},
author={Serdah, Ahmed M and Ashour, Wesam M},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={1},
doi = {10.1515/jaiscr-2017-0003},
pages={23--33},
year={2016}
}

Yoichi Hayashi, Yuki Tanaka, Tomohiro Takagi, Takamichi Saito, Hideaki Iiduka, Hiroaki Kikuchi, Guido Bologna, Sushmita Mitra
Recursive-Rule Extraction Algorithm with J48Graft and Applications to Generating Credit Scores, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 1, Pages 35-44, DOI:10.1515/jaiscr-2016-0004
bibtex

@article{hayashi2016recursive,
title={Recursive-Rule Extraction Algorithm With J48graft And Applications To Generating Credit Scores},
author={Hayashi, Yoichi and Tanaka, Yuki and Takagi, Tomohiro and Saito, Takamichi and Iiduka, Hideaki and Kikuchi, Hiroaki and Bologna, Guido and Mitra, Sushmita},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={1},
doi = {10.1515/jaiscr-2017-0004},
pages={35--44},
year={2016}
}

Aleksandra Rutkowska
Influence of Membership Function's Shape on Portfolio Optimization Results, Journal of Artificial Intelligence and Soft Computing Research, Volume 6, Issue 1, Pages 45-54, DOI:10.1515/jaiscr-2016-0005
bibtex

@article{rutkowska2016influence,
title={Influence of Membership Function's Shape on Portfolio Optimization Results},
author={Aleksandra Rutkowska},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={6},
number={1},
doi = {10.1515/jaiscr-2017-0005},
pages={45-54},
year={2016}
}

2015, Volume 5, Number 4

Mehdi Hosseinzadeh Aghdam, Setareh Heidari
Feature Selection Using Particle Swarm Optimization in Text Categorization
Ahmad Fouad El-Samak, Wesam Ashour
Optimization of Traveling Salesman Problem Using Affinity Propagation Clustering and Genetic Algorithm
Masaki Murata, Satoshi Ito, Masato Tokuhisa, Qing Ma
Order Estimation of Japanese Paragraphs by Supervised Machine Learning and Various Textual Features
Guocheng Wang, Shiguo Zhang
ABM with behavioral Bias and Applications in Simulating China Stock Market
Hirofumi Miyajima, Noritaka Shigei, Hiromi Miyajima
Performance Comparison of Hybrid Electromagnetism-like Mechanism Algorithms with Descent Method

2015, Volume 5, Number 3

Ryozo Kitajima, Ryotaro Kamimura
Accumulative Information Enhancement in the Self-organizing Maps and its Application to the Analysis of Mission Statements
Taisuke Akimoto, Takashi Ogata
Experimental development of a Focalization Mechanism in an Integrated Narrative Generation System
Tharindu Weerakoon, Kazuo Ishii, Amir Ali Forough Nassiraei
An Artificial Potential Field Based Mobile Robot Navigation Method to Prevent from Deadlock
Qian Chen, Robert K. Abercrombie, Frederick T. Sheldon
Risk Assessment for Industrial Control Systems Quantifying Availability using Mean Failure Cost (MFC)
Yuya Yamamoto, Tomohiro Yoshikawa, Takeshi Furuhashi
Improvement of Performance of Japanese P300 Speller by Using Second Display

2015, Volume 5, Number 2

Dharshana Kasthurirathna, Mahendra Piraveenan, Shahadat Uddin
Evolutionary Stable Strategies in Networked Games: The Influence of Topology
Hisayoshi Sugiyama
Pulsed Power Network Based on Decentralized Intelligence for Reliable and Low Loss Electrical Power Distribution
Sou Nobukawa, Haruhiko Nishimura, Teruya Yamanishi, Jian-Qin Liu
Chaotic States Induced by Resetting Process in Izhikevich Neuron Model
Opeyemi Bello, Javier Holzmann, Tanveer Yaqoob, Catalin Teodoriu
Application of Artificial Intelligence Methods in Drilling System Design and Operations: A Review of the State of the Art
Shigeaki Sakurai, Minoru Nishizawa
A New Approach for Discovering Top-K Sequential Patterns based on the Variety of Items

2015, Volume 5, Number 1

Che-Hung Lin, Fang-Yan Dong, Kaoru Hirota
Common Driving Notification Protocol based on Classified Driving Behavior for Cooperation Intelligent Autonomous Vehicle Using Vehicular Ad-Hoc Network Technology
Pascal Held, Alexander Dockhorn, Rudolf Kruse
On Merging and Dividing Social Graphs
Felix Jimenez, Tomohiro Yoshikawa, Takeshi Furuhashi, Masayoshi Kanoh
An Emotional Expression Model for Educational-Support Robots
Chayashree Patgiri, Mousmita Sarma, Kandarpa Kumar Sarma
A Class of Neuro-Computational Methods for Assamese Fricative Classification
Daisuke Saitoh, Kazuyuki Hara
Mutual Learning Using Nonlinear Perceptron

2014, Volume 4, Number 4

Gerasimos G. Rigatos, P. Siano
Flatness-Based Adaptive Fuzzy Control of Spark-Ignited Engines
Zahid Akhtar, Ajita Rattani, Gian Luca Foresti
Temporal Analysis of Adaptive Face Recognition
Julian Scott Yeomans
A Parametric Testing of the Firefly Algorithm in the Determination of the Optimal Osmotic Drying Parameters of Mushrooms
Wenbing Zhao, Roanna Lun, Deborah D. Espy, M. Ann Reinthal
Realtime Motion Assessment for Rehabilitation Exercises: Integration of Kinematic Modeling with Fuzzy Inference
Kamel Aissat, Ammar Oulamara
A Priori Approach of Real-Time Ridesharing Problem with Intermediate Meeting Locations

2014, Volume 4, Number 3

Adriano S. Koshiyama, Marley M. B. R. Vellasco, Ricardo Tanscheit
GPFIS-Control: A Genetic Fuzzy System for Control Tasks
Zhenyuan Wang, Li Zhang-Westman
A New Ranking Method for Fuzzy Numbers by Their Expansion Center
Simone A. Ludwig
Repulsive Self-adaptive Acceleration Particle Swarm Optimization Approach
Rajesh Thiagarajan, Mustafizur Rahman, Don Gossink, Greg Calbert
A Data Mining Approach to Improve Military Demand Forecasting
Edgar Camargo, Jose Aguilar
Advanced Supervision of Oil Wells based on Soft Computing Techniques

2014, Volume 4, Number 2

Shi Cheng, Yuhui Shi, ,Quande Qin, Qingyu Zhang, Ruibin Bai
Population Diversity Maintenance in Brain Storm Optimization Algorithm
Po-Ming Lee, Tzu-Chien Hsiao
Applying LCS to Affective Image Classification in Spatial-Frequency Domain
Felix Jimenez, Masayoshi Kanoh, Tomohiro Yoshikawa, Takeshi Furuhashi, Tsuyoshi Nakamura
Effect of Robot Utterances Using Onomat on Collaborative Learning
Xiaoguang Wang, Nathalie Japkowicz, Stan Matwin
Automated Approach to Classification of Mine-like Objects Using Multiple-Aspect Sonar Images
Tomasz Bruzdzinski, Adam Krzyzak, Thomas Fevens, Lukasz Jelen
Web-based Framework for Breast Cancer Classification

2014, Volume 4, Number 1

Joseph Lin Chu, Adam Krzyzak
The Recognition of Partially Occluded Objects with Support Vector Machines, Convolutional Neural Networks and Deep Belief Networks
Sisanda Makinana, Tendani Malumedzha, Fulufhelo V. Nelwamondo
Quality Parameter Assessment on Iris Images
Tatiana Tambouratzis, Dora Souliou, Miltiadis Chalikias, Andreas Gregoriades
Maximising Accuracy and Efficiency of Traffic Accident Prediction Combining Information Mining with Computational Intelligence Approaches and Decision Trees
Min Chen, Simone A. Ludwig
Particle Swarm Optimization Based Fuzzy Clustering Approach to Identify Optimal Number of Clusters
Sujit Das, Samarjit Kar, Tandra Pal
Group Decision Making Using Interval-Valued Intuitionistic Fuzzy Soft Matrix and Confident Weight of Experts

2013, Volume 3, Number 4

Davide Anguita, Luca Ghelardoni, Alessandro Ghio, Sandro Ridella
A Survey of Old and New Results for the Test Error Estimation of a Classifier
Samira Arabgol, Hoo Sang Ko
Application of Artificial Neural Network and Genetic Algorithm to Healthcare Waste Prediction
Marco Antonio Cruz Chavez, Alina Martinez Oropeza
B-Tree Algorithm Complexity Analysis to Evaluate the Feasibility of its Application in the University Course Timetabling Problem
Behnam Karimi, Adam Krzyzak
A Novel Approach for Automatic Detection and Classification of Suspicious Lesions in Breast Ultrasound Images
Michal Romaszewski, Piotr Gawron, Sebastian Opozda
Dimensionality Reduction of Dynamic Mesh Animations Using HO-SVD

2013, Volume 3, Number 3

Boris Stilman
Mosaic Reasoning for Discoveries
Qiming Zhao, Hao Xu, S. Jagannathan
Fixed Final Time Optimal Adaptive Control of Linear Discrete-Time Systems in Input-Output Form
Yilmaz Kilicaslan, Gurkan Tuna
An NLP-Based Approach for Improving Human-Robot Interaction
Prabhakar Mishra, Anirudh Viswanathan
Computationally Inexpensive Appearance Based Terrain Learning in Unknown Environments
Komla Agbenyo Folly
Parallel PBIL Applied to Power System Controller Design

2013, Volume 3, Number 2

Tatiana Tambouratzis, Dina Chernikova, Imre Pazsit
Pulse Shape Discrimination of Neutrons and Gamma Rays Using Kohonen Artificial Neural Networks
Dharshana Kasthurirathna, Mahendra Piraveenan, Gnanakumar Thedchanamoorthy
On the Influence of Topological Characteristics on Robustness of Complex Networks
Saurav Mallik, Anirban Mukhopadhyay, Ujjwal Maulik
Integrated Statistical and Rule-Mining Techniques for DNA Methylation and Gene Expression Data Analysis
Syibrah Naim, Hani Hagras
A Big-Bang Big-Crunch Optimized General Type-2 Fuzzy Logic Approach for Multi-Criteria Group Decision Making
Abbas Biniaz, Ataollah Abbasi
Segmentation and Edge Detection Based on Modified Ant Colony Optimization for Iris Image Processing

2013, Volume 3, Number 1

Steven D. Wiederman, David C. O'Carroll
Biologically Inspired Feature Detection Using Cascaded Correlations of Off and On Channels
Abbas Biniaz, Ataollah Abbasi
Fast FCM with Spatial Neighborhood Information for Brain MR Image Segmentation
Max Gath, Stefan Edelkamp, Otthein Herzog
Agent-Based Dispatching Enables Autonomous Groupage Traffic
Insu Song, John Vong, Nguwi Yok Yen, Joahchim Diederich, Peter Yellowlees
Profiling Bell's Palsy Based on House-Brackmann Score
Raed T. Aldahdooh, Wesam Ashour
DSMK-Means Density-Based Split-And-Merge K-Means Clustering Algorithm

2012, Volume 2, Number 4

Valentino Santucci, Alfedo Milani, Flavio Vella
A Study on the Synchronization Behaviour of Differential Evolution and a Self-Adaptive Extension
Mehdi Hosseinzadeh Aghdam
An Improved Ant Colony Optimization Algorithm and its Application to Text-Independent Speaker Verification System
Shaik Ismail, Abhay A. Pashilkar, Ramakalyan Ayyagari, N. Sundararajan
Neural-Sliding Mode Augmented Robust Controller for Autolanding of Fixed Wing Aircraft
Kei Ichiji, Noriyasu Homma, Masao Sakai, Ivo Bukovsky, Xiaoyong Zhang, Makoto Osanai, Makoto Abe, Norihiro Sugita, Makoto Yoshizawa
Intelligent Sensing and Monitoring - Respiratory Motion Prediction for Tumor Following Radiotherapy
Ali Chaibakhsh, Naz Chaibakhsh, Mehdi Abbasi, Ardalan Norouzi
Orthonormal Basis Function Fuzzy Systems for Biological Wastewater Treatment Processes Modeling

2012, Volume 2, Number 3

Abdeslem Boukhtouta, Jean Berger, Abraham George, Warren B. Powell
An Approximate Dynamic Programming Approach for Semi-Cooperative Multi-Agent Resource Management
Wesam Ashour, Tzai Der Wanga, Colin Fyfe
Reservoir Computing and Data Visualisation
Kohjiro Hashimoto, Kae Doki, Shinji Doki
Estimation of Next Human Action and its Timing Based on the Human Action Model Considering Time Series Information of the Situation
Ana Salazar-Gonzalez, Yongmin Li, Xiaohui Liu
Automatic Graph Cut Based Segmentation of Retinal Optic Disc by Incorporating Blood Vessel Compensation
Selma Tekir, Florian Mansmann, Daniel Keim
Geodesic Distances for Clustering Linked Text Data
G A Vijayalakshmi Pai, Thierry Michel
Metaheuristic Optimization of Marginal Risk Constrained Long-Short Portfolios

2012, Volume 2, Number 2

Yogesh K Anand and Sanjay Srivastava and Kamal Srivastava
An Integrated Ann-Emo Approach to Reduce the Risk of Occupational Health Hazards
Dandan Huang, Kai Qian, Simon Oxenham, Ding-Yu Fei, Ou Bai
Event-Related Desynchronization/Synchronization-Based Volitional Cursor Control in a Two-Dimensional Center-Out Paradigm
Sebastia Massanet, Joan Torrens
On Some Properties of ( H; E)-Implications. Distributivities with T-Norms and T-Conorms
Fahem Kebair
A Layered Multiagent Decision Support System for Crisis Management
Falko Guderian, Rainer Schaffer, Gerhard Fettweis
Administration- and Communication-Aware IP Core Mapping in Scalable Multiprocessor System-On-Chips via Evolutionary Computing
Mohammed El-Abd
On the Hybridization of the Artificial Bee Colony and Particle Swarm Optimization Algorithms

2012, Volume 2, Number 1

Diego Peteiro-Barral, Bertha Guijarro-Berdinas, Beatriz Perez-Sanchez
Learning from Heterogeneously Distributed Data Sets Using Artificial Neural Networks and Genetic Algorithms
Sabeur Elkosantini, Salima Mnif, Habib Chabchoub
An Adaptative System for Signposted Intersection Control : ASSINC
Yi Hu, Charles Frank, James Walden, Emily Crawford, Dhanuja Kasturiratna
Mining File Repository Accesses for Detecting Data Exfiltration Activities
Abhijit Gosavi, Susan Murray Jiaqiao Hu, Shuva Ghosh
Model-Building Adaptive Critics for Semi-Markov Control
Paulo S. Prampero, Romis Attux
Magnetic Particle Swarm Optimization

2011, Volume 1, Number 4

Fran Sergio Lobato, Valder Steffen Jr
A New Multi-Objective Optimization Algorithm Based on Differential Evolution and Neighborhood Exploring Evolution Strategy
Brahim Douar, Chiraz Latiri, Michel Liquiere, Yahya Slimani
FGMAC: Breadth-First Frequent Subgraph Mining with ARC Consistency
Andreas Kroll
On Choosing the Fuzziness Parameter for Identifying TS Models with Multidimensional Membership Functions
Sbastien Dourlens, Amar Ramdane-Cherif
Modeling & Understanding Environment Using Semantic Agents
Kyriakos G. Vamvoudakis, Draguna Vrabie, Frank L. Lewis
Online Learning Algorithm for Zero-Sum Games with Integral Reinforcement Learning
D. A. Georgiou, S. Botsios, V. Mitropoulou, M. Papaioannou, C. Schizas, G. Tsoulouhas
Learning Style Recognition Based on an Adjustable Three-Layer Fuzzy Cognitive Map

2011, Volume 1, Number 3

Sarah Greenfield, Francisco Chiclana
Type-Reduction of the Discretised Interval Type-2 Fuzzy Set: Approaching the Continuous Case Through Progressively Finer Discretisation
Fran Sergio Lobato, Valder Steffen Jr, Antonio J. Silva Neto
Solution of Singular Optimal Control Problems Using the Improved Differential Evolution Algorithm
Yoshiaki Hayashi, Kazuo Kiguchi, Rajiv Dubey
Control of a Redundant 7DOF Upper-Limb Power-Assist Exoskeleton Robot
Christian Becker-Asano, Hiroshi Ishiguro
Intercultural Differences in Decoding Facialexpressions of the Android Robot Geminoid F
Yoshihiko Kayama, Yasumasa Imamura
Network Representation of the Game of Life
Yaw Chang, Yishi Wang, Cuixian Chen, Karl Ricanek
Improved Image-Based Automatic Gender Classification by Feature Selection

2011, Volume 1, Number 2

Stephen Hobson, Jim Austin
Improved Storage Capacity in Correlation Matrix Memories Storing Fixed Weight Codes
Krzysztof Patan, Maciej Patan
Optimal Training Strategies for Locally Recurrent Neural Networks
Bruno Apolloni, Simone Bassis, Cristian Mesiano, Salvatore Rinaudo, Angelo Ciccazzo, Angelo Marotta
Statistical Parameter Identification of Analog Integrated Circuit Reverse Models
P.Vivekanandan, R. Nedunchezhian
Mining Rules of Concept Drift Using Genetic Algorithm
Mahdi Bazarganigilani
Optimized Image Feature Selection Using Pairwise Classifiers
Ieroham S. Baruch, Sergio-Miguel Hernandez, Eloy Echeverria Saldierna
Decentralized and Centralized Indirect Adaptive I-Term Neural Control of a Distributed Parameter Bioprocess Plant

2011, Volume 1, Number 1

Zhirong Yang, Erkki Oja
Projective Nonnegative Matrix Factorization Based on Alpha-Divergence
Karim El-Laithy, Martin Bogdan
Synchrony State Generation: an Approach Using Stochastic Synapses
Judith Redi, Paolo Gastaldo, Rodolfo Zunino
A Two-Layer Neural System for Reduced-Reference Visual Quality Assessment
Vu Nam Tran, Mietek A. Brdys
Optimizing Control by Robustly Feasible Model Predictive Control and Application to Drinking Water Distribution Systems
Dimitris C. Theodoridis, Yiannis S. Boutalis, Manolis A. Christodoulou
Robustifying Analysis of the Direct Adaptive Control Of Unknown Multivariable Nonlinear Systems Based On A New Neuro-Fuzzy Method
Maurizio Fiasche, Francesco C. Morabito, Anju Verma, Nikola Kasabov, Maria Cuzzola, Pasquale Iacopino
Discovering Diagnostic Gene Targets for Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence on Gene Expression Data