Issues
See also at Sciendo2018, Volume 8, Number 2
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}
}
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}
}
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}
}
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}
}
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
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}
}
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}
}
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}
}
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}
}
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
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}
}
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}
}
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}
}
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}
}
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
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}
}
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}
}
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}
}
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}
}
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
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}
}
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}
}
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}
}
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}
}
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
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 RodrĂguez Rivero and Julián Pucheta and Sergio Laboret and VĂctor Sauchelli and Daniel PatiĹ„o},
journal={Journal of Artificial Intelligence and Soft Computing Research},
volume={7},
number={1},
doi = {10.1515/jaiscr-2017-0001},
pages={5–16},
year={2017}
}
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}
}
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}
}
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}
}
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
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}
}
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}
}
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}
}
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}
}
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
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}
}
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}
}
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}
}
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}
}
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
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}
}
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}
}
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}
}
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}
}
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, JoĂŁo 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
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}
}
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}
}
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}
}
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}
}
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
Feature Selection Using Particle Swarm Optimization in Text Categorization
Optimization of Traveling Salesman Problem Using Affinity Propagation Clustering and Genetic Algorithm
Order Estimation of Japanese Paragraphs by Supervised Machine Learning and Various Textual Features
ABM with behavioral Bias and Applications in Simulating China Stock Market
Performance Comparison of Hybrid Electromagnetism-like Mechanism Algorithms with Descent Method
2015, Volume 5, Number 3
Accumulative Information Enhancement in the Self-organizing Maps and its Application to the Analysis of Mission Statements
Experimental development of a Focalization Mechanism in an Integrated Narrative Generation System
An Artificial Potential Field Based Mobile Robot Navigation Method to Prevent from Deadlock
Risk Assessment for Industrial Control Systems Quantifying Availability using Mean Failure Cost (MFC)
Improvement of Performance of Japanese P300 Speller by Using Second Display
2015, Volume 5, Number 2
Evolutionary Stable Strategies in Networked Games: The Influence of Topology
Pulsed Power Network Based on Decentralized Intelligence for Reliable and Low Loss Electrical Power Distribution
Chaotic States Induced by Resetting Process in Izhikevich Neuron Model
Application of Artificial Intelligence Methods in Drilling System Design and Operations: A Review of the State of the Art
A New Approach for Discovering Top-K Sequential Patterns based on the Variety of Items
2015, Volume 5, Number 1
Common Driving Notification Protocol based on Classified Driving Behavior for Cooperation Intelligent Autonomous Vehicle Using Vehicular Ad-Hoc Network Technology
On Merging and Dividing Social Graphs
An Emotional Expression Model for Educational-Support Robots
A Class of Neuro-Computational Methods for Assamese Fricative Classification
Mutual Learning Using Nonlinear Perceptron
2014, Volume 4, Number 4
Flatness-Based Adaptive Fuzzy Control of Spark-Ignited Engines
Temporal Analysis of Adaptive Face Recognition
A Parametric Testing of the Firefly Algorithm in the Determination of the Optimal Osmotic Drying Parameters of Mushrooms
Realtime Motion Assessment for Rehabilitation Exercises: Integration of Kinematic Modeling with Fuzzy Inference
A Priori Approach of Real-Time Ridesharing Problem with Intermediate Meeting Locations
2014, Volume 4, Number 3
GPFIS-Control: A Genetic Fuzzy System for Control Tasks
A New Ranking Method for Fuzzy Numbers by Their Expansion Center
Repulsive Self-adaptive Acceleration Particle Swarm Optimization Approach
A Data Mining Approach to Improve Military Demand Forecasting
Advanced Supervision of Oil Wells based on Soft Computing Techniques
2014, Volume 4, Number 2
Population Diversity Maintenance in Brain Storm Optimization Algorithm
Applying LCS to Affective Image Classification in Spatial-Frequency Domain
Effect of Robot Utterances Using Onomat on Collaborative Learning
Automated Approach to Classification of Mine-like Objects Using Multiple-Aspect Sonar Images
Web-based Framework for Breast Cancer Classification
2014, Volume 4, Number 1
The Recognition of Partially Occluded Objects with Support Vector Machines, Convolutional Neural Networks and Deep Belief Networks
Quality Parameter Assessment on Iris Images
Maximising Accuracy and Efficiency of Traffic Accident Prediction Combining Information Mining with Computational Intelligence Approaches and Decision Trees
Particle Swarm Optimization Based Fuzzy Clustering Approach to Identify Optimal Number of Clusters
Group Decision Making Using Interval-Valued Intuitionistic Fuzzy Soft Matrix and Confident Weight of Experts
2013, Volume 3, Number 4
A Survey of Old and New Results for the Test Error Estimation of a Classifier
Application of Artificial Neural Network and Genetic Algorithm to Healthcare Waste Prediction
B-Tree Algorithm Complexity Analysis to Evaluate the Feasibility of its Application in the University Course Timetabling Problem
A Novel Approach for Automatic Detection and Classification of Suspicious Lesions in Breast Ultrasound Images
Dimensionality Reduction of Dynamic Mesh Animations Using HO-SVD
2013, Volume 3, Number 3
Mosaic Reasoning for Discoveries
Fixed Final Time Optimal Adaptive Control of Linear Discrete-Time Systems in Input-Output Form
An NLP-Based Approach for Improving Human-Robot Interaction
Computationally Inexpensive Appearance Based Terrain Learning in Unknown Environments
Parallel PBIL Applied to Power System Controller Design
2013, Volume 3, Number 2
Pulse Shape Discrimination of Neutrons and Gamma Rays Using Kohonen Artificial Neural Networks
On the Influence of Topological Characteristics on Robustness of Complex Networks
Integrated Statistical and Rule-Mining Techniques for DNA Methylation and Gene Expression Data Analysis
A Big-Bang Big-Crunch Optimized General Type-2 Fuzzy Logic Approach for Multi-Criteria Group Decision Making
Segmentation and Edge Detection Based on Modified Ant Colony Optimization for Iris Image Processing
2013, Volume 3, Number 1
Biologically Inspired Feature Detection Using Cascaded Correlations of Off and On Channels
Fast FCM with Spatial Neighborhood Information for Brain MR Image Segmentation
Agent-Based Dispatching Enables Autonomous Groupage Traffic
Profiling Bell's Palsy Based on House-Brackmann Score
DSMK-Means Density-Based Split-And-Merge K-Means Clustering Algorithm
2012, Volume 2, Number 4
A Study on the Synchronization Behaviour of Differential Evolution and a Self-Adaptive Extension
An Improved Ant Colony Optimization Algorithm and its Application to Text-Independent Speaker Verification System
Neural-Sliding Mode Augmented Robust Controller for Autolanding of Fixed Wing Aircraft
Intelligent Sensing and Monitoring - Respiratory Motion Prediction for Tumor Following Radiotherapy
Orthonormal Basis Function Fuzzy Systems for Biological Wastewater Treatment Processes Modeling
2012, Volume 2, Number 3
An Approximate Dynamic Programming Approach for Semi-Cooperative Multi-Agent Resource Management
Reservoir Computing and Data Visualisation
Estimation of Next Human Action and its Timing Based on the Human Action Model Considering Time Series Information of the Situation
Automatic Graph Cut Based Segmentation of Retinal Optic Disc by Incorporating Blood Vessel Compensation
Geodesic Distances for Clustering Linked Text Data
Metaheuristic Optimization of Marginal Risk Constrained Long-Short Portfolios
2012, Volume 2, Number 2
An Integrated Ann-Emo Approach to Reduce the Risk of Occupational Health Hazards
Event-Related Desynchronization/Synchronization-Based Volitional Cursor Control in a Two-Dimensional Center-Out Paradigm
On Some Properties of ( H; E)-Implications. Distributivities with T-Norms and T-Conorms
A Layered Multiagent Decision Support System for Crisis Management
Administration- and Communication-Aware IP Core Mapping in Scalable Multiprocessor System-On-Chips via Evolutionary Computing
On the Hybridization of the Artificial Bee Colony and Particle Swarm Optimization Algorithms
2012, Volume 2, Number 1
Learning from Heterogeneously Distributed Data Sets Using Artificial Neural Networks and Genetic Algorithms
An Adaptative System for Signposted Intersection Control : ASSINC
Mining File Repository Accesses for Detecting Data Exfiltration Activities
Model-Building Adaptive Critics for Semi-Markov Control
Magnetic Particle Swarm Optimization
2011, Volume 1, Number 4
A New Multi-Objective Optimization Algorithm Based on Differential Evolution and Neighborhood Exploring Evolution Strategy
FGMAC: Breadth-First Frequent Subgraph Mining with ARC Consistency
On Choosing the Fuzziness Parameter for Identifying TS Models with Multidimensional Membership Functions
Modeling & Understanding Environment Using Semantic Agents
Online Learning Algorithm for Zero-Sum Games with Integral Reinforcement Learning
Learning Style Recognition Based on an Adjustable Three-Layer Fuzzy Cognitive Map
2011, Volume 1, Number 3
Type-Reduction of the Discretised Interval Type-2 Fuzzy Set: Approaching the Continuous Case Through Progressively Finer Discretisation
Solution of Singular Optimal Control Problems Using the Improved Differential Evolution Algorithm
Control of a Redundant 7DOF Upper-Limb Power-Assist Exoskeleton Robot
Intercultural Differences in Decoding Facialexpressions of the Android Robot Geminoid F
Network Representation of the Game of Life
Improved Image-Based Automatic Gender Classification by Feature Selection
2011, Volume 1, Number 2
Improved Storage Capacity in Correlation Matrix Memories Storing Fixed Weight Codes
Optimal Training Strategies for Locally Recurrent Neural Networks
Statistical Parameter Identification of Analog Integrated Circuit Reverse Models
Mining Rules of Concept Drift Using Genetic Algorithm
Optimized Image Feature Selection Using Pairwise Classifiers
Decentralized and Centralized Indirect Adaptive I-Term Neural Control of a Distributed Parameter Bioprocess Plant
2011, Volume 1, Number 1
Projective Nonnegative Matrix Factorization Based on Alpha-Divergence
Synchrony State Generation: an Approach Using Stochastic Synapses
A Two-Layer Neural System for Reduced-Reference Visual Quality Assessment
Optimizing Control by Robustly Feasible Model Predictive Control and Application to Drinking Water Distribution Systems
Robustifying Analysis of the Direct Adaptive Control Of Unknown Multivariable Nonlinear Systems Based On A New Neuro-Fuzzy Method
Discovering Diagnostic Gene Targets for Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence on Gene Expression Data