Neural Networks, Volume 71, Pages 1-224, November 2015

1. Towards dropout training for convolutional neural networks  
Pages: 1-10
Author(s): Haibing Wu, Xiaodong Gu

2. Complex Rotation Quantum Dynamic Neural Networks (CRQDNN) using Complex Quantum Neuron (CQN): Applications to time series prediction  
Pages: 11-26
Author(s): Yiqian Cui, Junyou Shi, Zili Wang

3. Multistability of memristive Cohen–Grossberg neural networks with non-monotonic piecewise linear activation functions and time-varying delays  
Pages: 27-36
Author(s): Xiaobing Nie, Wei Xing Zheng, Jinde Cao

4. Stability and synchronization of memristor-based fractional-order delayed neural networks  
Pages: 37-44
Author(s): Liping Chen, Ranchao Wu, Jinde Cao, Jia-Bao Liu

5. A novel multivariate performance optimization method based on sparse coding and hyper-predictor learning  
Pages: 45-54
Author(s): Jiachen Yang, Zhiyong Ding, Fei Guo, Huogen Wang, Nick Hughes

6. Novel conditions on exponential stability of a class of delayed neural networks with state-dependent switching  
Pages: 55-61
Author(s): Guodong Zhang, Yi Shen

7. Cost-efficient FPGA implementation of basal ganglia and their Parkinsonian analysis 
Pages: 62-75
Author(s): Shuangming Yang, Jiang Wang, Shunan Li, Bin Deng, Xile Wei, Haitao Yu, Huiyan Li

8. OCReP: An Optimally Conditioned Regularization for pseudoinversion based neural training  
Pages: 76-87
Author(s): Rossella Cancelliere, Mario Gai, Patrick Gallinari, Luca Rubini

9. Incremental multi-class semi-supervised clustering regularized by Kalman filtering  
Pages: 88-104
Author(s): Siamak Mehrkanoon, Oscar Mauricio Agudelo, Johan A.K. Suykens

10. Synchronization of neural networks with stochastic perturbation via aperiodically intermittent control  
Pages: 105-111
Author(s): Wei Zhang, Chuandong Li, Tingwen Huang, Mingqing Xiao

11. A new computational account of cognitive control over reinforcement-based decision-making: Modeling of a probabilistic learning task  
Pages: 112-123
Author(s): Sareh Zendehrouh

12. Long-range cortical connections give rise to a robust velocity map of V1  
Pages: 124-141
Author(s): Phillip Sheridan

13. Towards biological plausibility of electronic noses: A spiking neural network based approach for tea odour classification  
Pages: 142-149
Author(s): Sankho Turjo Sarkar, Amol P. Bhondekar, Martin Macaš, Ritesh Kumar, Rishemjit Kaur, Anupma Sharma, Ashu Gulati, Amod Kumar

14. Reinforcement learning solution for HJB equation arising in constrained optimal control problem  
Pages: 150-158
Author(s): Biao Luo, Huai-Ning Wu, Tingwen Huang, Derong Liu

15. Neural networks with non-uniform embedding and explicit validation phase to assess Granger causality  
Pages: 159-171
Author(s): Alessandro Montalto, Sebastiano Stramaglia, Luca Faes, Giovanni Tessitore, Roberto Prevete, Daniele Marinazzo

16. Fuzzy wavelet plus a quantum neural network as a design base for power system stability enhancement  
Pages: 172-181
Author(s): Soheil Ganjefar, Morteza Tofighi, Hamidreza Karami

17. Investigation on Amari’s dynamical neural field with global constant inhibition  
Pages: 182-195
Author(s): Dequan Jin, Jigen Peng

18. Consensus analysis of networks with time-varying topology and event-triggered diffusions  
Pages: 196-203
Author(s): Yujuan Han, Wenlian Lu, Tianping Chen

19. Prediction of telephone calls load using Echo State Network with exogenous variables  
Pages: 204-213
Author(s): Filippo Maria Bianchi, Simone Scardapane, Aurelio Uncini, Antonello Rizzi, Alireza Sadeghian

20. Budget constrained non-monotonic feature selection  
Pages: 214-224
Author(s): Haiqin Yang, Zenglin Xu, Michael R. Lyu, Irwin King

IEEE Transactions on Neural Networks and Learning Systems: Volume 26, Issue 11, November 2015

1. Joint Learning of Multiple Sparse Matrix Gaussian Graphical Models
Authors: Feihu Huang; Songcan Chen
Page(s): 2606 - 2620

2. Mode-Dependent Stochastic Synchronization for Markovian Coupled Neural Networks With Time-Varying Mode-Delays
Authors: Huaguang Zhang; Junyi Wang; Zhanshan Wang; Hongjing Liang
Page(s): 2621 - 2634

3. A Digital Liquid State Machine With Biologically Inspired Learning and Its Application to Speech Recognition
Authors: Yong Zhang; Peng Li; Yingyezhe Jin; Yoonsuck Choe
Page(s): 2635 - 2649

4. Noise Level Estimation for Model Selection in Kernel PCA Denoising
Authors: Carolina Varon; Carlos Alzate; Johan A. K. Suykens
Page(s): 2650 - 2663

5. Active Learning-Based Pedagogical Rule Extraction
Authors: Enric Junque de Fortuny; David Martens
Page(s): 2664 - 2677

6. Impulsive Multiconsensus of Second-Order Multiagent Networks Using Sampled Position Data
Authors: Zhi-Hong Guan; Guang-Song Han; Juan Li; Ding-Xin He; Gang Feng
Page(s): 2678 - 2688

7. Maximum Entropy Discrimination Poisson Regression for Software Reliability Modeling
Authors: Sotirios P. Chatzis; Andreas S. Andreou
Page(s): 2689 - 2701

8. Universal Memcomputing Machines
Authors: Fabio Lorenzo Traversa; Massimiliano Di Ventra
Page(s): 2702 - 2715

9. Incremental Linear Discriminant Analysis: A Fast Algorithm and Comparisons
Authors: Delin Chu; Li-Zhi Liao; Michael Kwok-Po Ng; Xiaoyan Wang
Page(s): 2716 - 2735

10. An Information-Based Learning Approach to Dual Control
Authors: Tansu Alpcan; Iman Shames
Page(s): 2736 - 2748

11. Decentralized Output Feedback Adaptive NN Tracking Control for Time-Delay Stochastic Nonlinear Systems With Prescribed Performance
Authors: Changchun Hua; Liuliu Zhang; Xinping Guan
Page(s): 2749 - 2759

12. Robust Nonnegative Patch Alignment for Dimensionality Reduction
Authors: Xinge You; Weihua Ou; Chun Lung Philip Chen; Qiang Li; Ziqi Zhu; Yuanyan Tang
Page(s): 2760 - 2774

13. Adaptive Robust Output Feedback Control for a Marine Dynamic Positioning System Based on a High-Gain Observer
Authors: Jialu Du; Xin Hu; Hongbo Liu; C. L. Philip Chen
Page(s): 2775 - 2786

14. An Interval-Valued Neural Network Approach for Uncertainty Quantification in Short-Term Wind Speed Prediction
Authors: Ronay Ak; Valeria Vitelli; Enrico Zio
Page(s): 2787 - 2800

15. MRM-Lasso: A Sparse Multiview Feature Selection Method via Low-Rank Analysis
Authors: Wanqi Yang; Yang Gao; Yinghuan Shi; Longbing Cao
Page(s): 2801 - 2815

16. On the Universality of Axon P Systems
Authors: Xingyi Zhang; Linqiang Pan; Andrei Paun
Page(s): 2816 - 2829

17. Recurrent Neural Network for Computing the Drazin Inverse
Authors: Predrag S. Stanimirovic; Ivan S. Zivkovic; Yimin Wei
Page(s): 2830 - 2843

18. Adaptive Neural Network Dynamic Surface Control for a Class of Time-Delay Nonlinear Systems With Hysteresis Inputs and Dynamic Uncertainties
Authors: Xiuyu Zhang; Chun-Yi Su; Yan Lin; Lianwei Ma; Jianguo Wang
Page(s): 2844 - 2860

19. Improved Learning Performance of Hardware Self-Organizing Map Using a Novel Neighborhood Function
Authors: Hiroomi Hikawa; Yutaka Maeda
Page(s): 2861 - 2873

20. Robust Multitask Multiview Tracking in Videos
Authors: Xue Mei; Zhibin Hong; Danil Prokhorov; Dacheng Tao
Page(s): 2874 - 2890

21. A Projection Neural Network for Constrained Quadratic Minimax Optimization
Authors: Qingshan Liu; Jun Wang
Page(s): 2891 - 2900

22. Multistability and Instability of Neural Networks With Discontinuous Nonmonotonic Piecewise Linear Activation Functions
Authors: Xiaobing Nie; Wei Xing Zheng
Page(s): 2901 - 2913

23. Finite-Time Stabilizability and Instabilizability of Delayed Memristive Neural Networks With Nonlinear Discontinuous Controller
Authors: Leimin Wang; Yi Shen
Page(s): 2914 - 2924

24. Model-Free Primitive-Based Iterative Learning Control Approach to Trajectory Tracking of MIMO Systems With Experimental Validation
Authors: Mircea-Bogdan Radac; Radu-Emil Precup; Emil M. Petriu
Page(s): 2925 - 2938

25. Enhanced Data-Driven Optimal Terminal ILC Using Current Iteration Control Knowledge
Authors: Ronghu Chi; Zhongsheng Hou; Shangtai Jin; Danwei Wang; Chiang-Ju Chien
Page(s): 2939 - 2948

26. Data-Driven H_\infty   Control for Nonlinear Distributed Parameter Systems
Authors: Biao Luo; Tingwen Huang; Huai-Ning Wu; Xiong Yang
Page(s): 2949 - 2961

27. Neurodynamics-Based Robust Pole Assignment for High-Order Descriptor Systems
Authors: Xinyi Le; Jun Wang
Page(s): 2962 - 2971

28. Sparse Density Estimation on the Multinomial Manifold
Authors: Xia Hong; Junbin Gao; Sheng Chen; Tanveer Zia
Page(s): 2972 - 2977

29. Spatiotemporal System Identification With Continuous Spatial Maps and Sparse Estimation
Authors: Parham Aram; Visakan Kadirkamanathan; Sean R. Anderson
Page(s): 2978 - 2983

Evolving Systems Volume 6, Issue 4, December 2015

1. A fast cellular automata algorithm for liquid diffusion phenomenon modeling
Authors: Abbas M. Al-Ghaili, Khairulmizam Samsudin, M. Iqbal Saripan,W. Azizun Wan Adnan
Pages: 229-241

2. Experimental assessment and design of multiple model predictive control based on local model networks for industrial processes
Authors: Thiago V. Costa, Ana M. F. Fileti, Luís C. Oliveira-Lopes, Flávio V. Silva
Pages: 243-253

3. Know-How: a design pattern for generic log adapter
Authors: M. M. Math, S. F. Rodd, Harish Kenchannavar, S. B. Kulkarni, A. R. Yardi
Pages: 255-268

4. Generalized smart evolving fuzzy systems
Authors: Lughofer, Carlos Cernuda, Stefan Kindermann, Mahardhika Pratama
Pages: 269-292

5. A novel hybrid PSO-ACO approach with its application to SPP
Authors: A. H. Mazinan, F. Sagharichiha
Pages: 293-302

Conference paper deadline: WCICA 2016

The deadline for submitting papers to the 12th World Congress on Intelligent Control and Automation (WCICA) 2016 is January 10, 2016. This conference will be held in Guilin, China, June 12-17, 2016.

ECoS Toolbox version 1.2

I've just released version 1.2 of the Evolving Connectionist System Toolbox. The toolbox is a collection of command-line applications that implement several algorithms associated with Evolving Connectionist Systems.

This release of the toolbox adds several tools for Nominal-scale Evolving Connectionist Systems (NECoS). This is a modification of the ECoS algorithm so that it can model nominal-scale data directly. While most ANN require nominal-scale data to be transformed into a binary or orthogonal representation, NECoS handle nominal-scale data "as is". This means that new symbols in the input stream can be easily captured by the ANN. In contrast, a binary representation scheme cannot handle symbols that have not been considered, as that would require adding input neurons.

I have also added a tool that compiles trained SECoS ANN into code. So far, the compiler will output code in Python, C++ and C#, where each SECoS compiled is represented as one class. The compiled SECoS are recall-only, and cannot be further trained. There are examples included in the toolbox of how to use the generated code for each of the three languages the tool outputs.

The last group of enhancements (apart from a few minor bug-fixes) are tools that will convert to and from ARFF format data files and the format used by the ECoS toolbox.

These tools are all free to use, but I do request that if you use them in your research, you give credit to them (and me).

IEEE Transactions on Fuzzy Systems, Volume 23, Number 5, October 2015

1. Uncertain Random Alternating Renewal Process With Application to Interval Availability
Author(s): Yao, K.; Gao, J.
Page(s): 1333 - 1342

2. Hesitant Fuzzy Linguistic VIKOR Method and Its Application in Qualitative Multiple Criteria Decision Making
Author(s): Liao, H.; Xu, Z.; Zeng, X.
Page(s): 1343 - 1355

3. Quadratic Program-Based Modularity Maximization for Fuzzy Community Detection in Social Networks
Author(s): Su, J.; Havens, T.C.
Page(s): 1356 - 1371

4. Robust Granular Optimization: A Structured Approach for Optimization Under Integrated Uncertainty
Author(s): Wang, S.; Pedrycz, W.
Page(s): 1372 - 1386

5. Adaptive Fuzzy Identification and Control for a Class of Nonlinear Pure-Feedback MIMO Systems With Unknown Dead Zones
Author(s): Liu, Y.; Tong, S.
Page(s): 1387 - 1398

6. Indexing Fuzzy Spatiotemporal Data for Efficient Querying: A Meteorological Application
Author(s): Sozer, A.; Yazici, A.; Oguztuzun, H.
Page(s): 1399 - 1413

7. Dynamic Tanker Steering Control Using Generalized Ellipsoidal-Basis-Function-Based Fuzzy Neural Networks
Author(s): Wang, N.; Er, M.J.; Han, M.
Page(s): 1414 - 1427

8. Fuzzy Reliability Assessment of Systems With Multiple-Dependent Competing Degradation Processes
Author(s): Lin, Y.; Li, Y.; Zio, E.
Page(s): 1428 - 1438

9. A Way to Choquet Calculus
Author(s): Sugeno, M.
Page(s): 1439 - 1457

10. Model Approximation for Fuzzy Switched Systems With Stochastic Perturbation
Author(s): Su, X.; Wu, L.; Shi, P.; Chen, C.L.P.
Page(s): 1458 - 1473

11. An Interval Type-2 Neural Fuzzy Classifier Learned Through Soft Margin Minimization and its Human Posture Classification Application
Author(s): Juang, C.; Wang, P.
Page(s): 1474 - 1487

12. Planning Water Resources Allocation Under Multiple Uncertainties Through a Generalized Fuzzy Two-Stage Stochastic Programming Method
Author(s): Fan, Y.; Huang, G.; Huang, K.; Baetz, B.W.
Page(s): 1488 - 1504

13. Fuzzy Adaptive Output Feedback Tracking Control of VTOL Aircraft With Uncertain Input Coupling and Input-Dependent Disturbances
Author(s): Chwa, D.
Page(s): 1505 - 1518

14. Definite Integrals of Atanassov's Intuitionistic Fuzzy Information
Author(s): Lei, Q.; Xu, Z.; Bustince, H.; Burusco, A.
Page(s): 1519 - 1533

15. Safe Diagnosability of Fuzzy Discrete-Event Systems and a Polynomial-Time Verification
Author(s): Liu, F.
Page(s): 1534 - 1544

16. Bayesian Fuzzy Clustering
Author(s): Glenn, T.C.; Zare, A.; Gader, P.D.
Page(s): 1545 - 1561

17. Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between $n$-Dimensional Overlap Functions and Decomposition Strategies
Author(s): Elkano, M.; Galar, M.; Sanz, J.A.; Fernandez, A.; Barrenechea, E.; Herrera, F.; Bustince, H.
Page(s): 1562 - 1580

18. Type-2 Fuzzy Topic Models for Human Action Recognition
Author(s): Cao, X.; Liu, Z.
Page(s): 1581 - 1593

19. Evolutionary Optimization of a Motorcycle Traction Control System Based on Fuzzy Logic
Author(s): Cabrera, J.A.; Castillo, J.J.; Carabias, E.; Ortiz, A.
Page(s): 1594 - 1607

20. Controller Design for Discrete-Time Descriptor Models: A Systematic LMI Approach
Author(s): Estrada-Manzo, V.; Lendek, Z.; Guerra, T.M.; Pudlo, P.
Page(s): 1608 - 1621

21. IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification
Author(s): Ramentol, E.; Vluymans, S.; Verbiest, N.; Caballero, Y.; Bello, R.; Cornelis, C.; Herrera, F.
Page(s): 1622 - 1637

22. A Study on Relationship Between Generalization Abilities and Fuzziness of Base Classifiers in Ensemble Learning
Author(s): Wang, X.; Xing, H.; Li, Y.; Hua, Q.; Dong, C.; Pedrycz, W.
Page(s): 1638 - 1654

23. Hesitant Fuzzy Power Bonferroni Means and Their Application to Multiple Attribute Decision Making
Author(s): He, Y.; He, Z.; Wang, G.; Chen, H.
Page(s): 1655 - 1668

24. Dissipativity-Based Sampled-Data Fuzzy Control Design and its Application to Truck-Trailer System
Author(s): Wu, Z.; Shi, P.; Su, H.; Lu, R.
Page(s): 1669 - 1679

25. Dynamical Models of Stock Prices Based on Technical Trading Rules—Part III: Application to Hong Kong Stocks
Author(s): Wang, L.
Page(s): 1680 - 1697

26. Optimization of the Carpool Service Problem via a Fuzzy-Controlled Genetic Algorithm
Author(s): Huang, S.; Jiau, M.; Lin, C.
Page(s): 1698 - 1712

27. A Regularized Monotonic Fuzzy Support Vector Machine Model for Data Mining With Prior Knowledge
Author(s): Li, S.; Chen, C.
Page(s): 1713 - 1727

28. A Stepwise-Based Fuzzy Regression Procedure for Developing Customer Preference Models in New Product Development
Author(s): Chan, K.Y.; Lam, H.K.; Dillon, T.S.; Ling, S.H.
Page(s): 1728 - 1745

29. Approximation-Based Adaptive Fuzzy Tracking Control for a Class of Nonstrict-Feedback Stochastic Nonlinear Time-Delay Systems
Author(s): Wang, H.; Liu, X.; Liu, K.; Karimi, H.R.
Page(s): 1746 - 1760

30. Implementation of an Evolving Fuzzy Model (eFuMo) in a Monitoring System for a Waste-Water Treatment Process
Author(s): Dovzan, D.; Logar, V.; Skrjanc, I.
Page(s): 1761 - 1776

31. Adaptive Personalized Diet Linguistic Recommendation Mechanism Based on Type-2 Fuzzy Sets and Genetic Fuzzy Markup Language
Author(s): Lee, C.; Wang, M.; Lan, S.
Page(s): 1777 - 1802

32. Adaptive Inverse Control of Cable-Driven Parallel System Based on Type-2 Fuzzy Logic Systems
Author(s): Wang, T.; Tong, S.; Yi, J.; Li, H.
Page(s): 1803 - 1816

33. A Model Based on Linguistic 2-Tuples for Dealing With Heterogeneous Relationship Among Attributes in Multi-expert Decision Making
Author(s): Dutta, B.; Guha, D.; Mesiar, R.
Page(s): 1817 - 1831

34. Stabilization and Separation Principle of Networked Control Systems Using the T–S Fuzzy Model Approach
Author(s): Li, H.; Wu, L.; Li, J.; Sun, F.; Xia, Y.
Page(s): 1832 - 1843

35. Decentralized Adaptive Fuzzy Output-Feedback Control of Switched Large-Scale Nonlinear Systems
Author(s): Long, L.; Zhao, J.
Page(s): 1844 - 1860

36. Data-Informed Fuzzy Measures for Fuzzy Integration of Intervals and Fuzzy Numbers
Author(s): Havens, T.C.; Anderson, D.T.; Wagner, C.
Page(s): 1861 - 1875

37. Interval Type-2 Fuzzy Sets are Generalization of Interval-Valued Fuzzy Sets: Toward a Wider View on Their Relationship
Author(s): Sola, H.B.; Fernandez, J.; Hagras, H.; Herrera, F.; Pagola, M.; Barrenechea, E.
Page(s): 1876 - 1882

38. Nonfragile Distributed Filtering for T–S Fuzzy Systems in Sensor Networks
Author(s): Zhang, D.; Cai, W.; Xie, L.; Wang, Q.
Page(s): 1883 - 1890

39. Fuzzy and Set-Valued Stochastic Differential Equations With Local Lipschitz Condition
Author(s): Malinowski, M.T.
Page(s): 1891 - 1898

40. On the Maximum Entropy Negation of a Probability Distribution
Author(s): Yager, R.R.
Page(s): 1899 - 1902

IEEE Transactions on Neural Networks and Learning Systems, Volume 26, Issue 10, October 2015

1. Scene Recognition by Manifold Regularized Deep Learning Architecture
Authors: Yuan Yuan; Lichao Mou; Xiaoqiang Lu
Page(s): 2222 - 2233

2. Linear-Time Subspace Clustering via Bipartite Graph Modeling
Authors: Amir Adler; Michael Elad; Yacov Hel-Or
Page(s): 2234 - 2246

3. Nuclear Norm-Based 2-DPCA for Extracting Features From Images
Authors: Fanlong Zhang; Jian Yang; Jianjun Qian; Yong Xu
Page(s): 2247 - 2260

4. Deformed Graph Laplacian for Semisupervised Learning
Authors: Chen Gong; Tongliang Liu; Dacheng Tao; Keren Fu; Enmei Tu; Jie Yang
Page(s): 2261- 2274

5. Learning to Rank for Blind Image Quality Assessment
Authors: Fei Gao; Dacheng Tao; Xinbo Gao; Xuelong Li
Page(s): 2275 - 2290

6. Matrix Variate Distribution-Induced Sparse Representation for Robust Image Classification
Authors: Jinhui Chen; Jian Yang; Lei Luo; Jianjun Qian; Wei Xu
Page(s): 2291 - 2300

7. Optimal Critic Learning for Robot Control in Time-Varying Environments
Authors: Chen Wang; Yanan Li; Shuzhi Sam Ge; Tong Heng Lee
Page(s): 2301 - 2310

8. Adaptive Control of Uncertain Nonaffine Nonlinear Systems With Input Saturation Using Neural Networks
Authors: Kasra Esfandiari; Farzaneh Abdollahi; Heidar Ali Talebi
Page(s): 2311 - 2322

9. Learning-Regulated Context Relevant Topographical Map
Authors: Pitoyo Hartono; Paul Hollensen; Thomas Trappenberg
Page(s): 2323 - 2335

10. Stochastic Stability of Delayed Neural Networks With Local Impulsive Effects
Authors: Wenbing Zhang; Yang Tang; Wai Keung Wong; Qingying Miao
Page(s): 2336 - 2345

11. Energy-to-Peak State Estimation for Markov Jump RNNs With Time-Varying Delays via Nonsynchronous Filter With Nonstationary Mode Transitions
Authors: Lixian Zhang; Yanzheng Zhu; Wei Xing Zheng
Page(s): 2346 - 2356

12. Linear Regression-Based Efficient SVM Learning for Large-Scale Classification
Authors: Jianxin Wu; Hao Yang
Page(s): 2357 - 2369

13. On the Role of Astroglial Syncytia in Self-Repairing Spiking Neural Networks
Authors: Muhammad Naeem; Liam J. McDaid; Jim Harkin; John J. Wade; John Marsland
Page(s): 2370 - 2380

14. Data Imputation Through the Identification of Local Anomalies
Authors: Huseyin Ozkan; Ozgun Soner Pelvan; Suleyman S. Kozat
Page(s): 2381 - 2395

15. Synchronization of Linearly Coupled Networks With Delays via Aperiodically Intermittent Pinning Control
Authors: Xiwei Liu; Tianping Chen
Page(s): 2396 - 2407

16. Memristor-Based Multilayer Neural Networks With Online Gradient Descent Training
Authors: Daniel Soudry; Dotan Di Castro; Asaf Gal; Avinoam Kolodny; Shahar Kvatinsky
Page(s): 2408 - 2421

17. A Kernel Adaptive Algorithm for Quaternion-Valued Inputs
Authors: Thomas K. Paul; Tokunbo Ogunfunmi
Page(s): 2422 - 2439

18. Automatic Face Naming by Learning Discriminative Affinity Matrices From Weakly Labeled Images
Authors: Shijie Xiao; Dong Xu; Jianxin Wu
Page(s): 2440 - 2452

19. Hierarchical Cooperative Control for Multiagent Systems With Switching Directed Topologies
Authors: Jianqiang Hu; Jinde Cao
Page(s): 2453 - 2463

20. Dependent Online Kernel Learning With Constant Number of Random Fourier Features
Authors: Zhen Hu; Ming Lin; Changshui Zhang
Page(s): 2464 - 2476

21. Deep and Shallow Architecture of Multilayer Neural Networks
Authors: Chih-Hung Chang
Page(s): 2477 - 2486

22. Global Synchronization of Complex Dynamical Networks Through Digital Communication With Limited Data Rate
Authors: Yan-Wu Wang; Tao Bian; Jiang-Wen Xiao; Changyun Wen
Page(s): 2487 - 2499

23. Solving Nonlinear Equality Constrained Multiobjective Optimization Problems Using Neural Networks
Authors: Mohammed Mestari; Mohammed Benzirar; Nadia Saber; Meryem Khouil
Page(s): 2500 - 2520

24. Global Nonlinear Kernel Prediction for Large Data Set With a Particle Swarm-Optimized Interval Support Vector Regression
Authors: Yongsheng Ding; Lijun Cheng; Witold Pedrycz; Kuangrong Hao
Page(s): 2521 - 2534

25. Optimal Control of Nonlinear Continuous-Time Systems in Strict-Feedback Form
Authors: Hassan Zargarzadeh; Travis Dierks; Sarangapani Jagannathan
Page(s): 2535 - 2549

26. $ {H}_{ {infty }}$  Tracking Control of Completely Unknown Continuous-Time Systems via Off-Policy Reinforcement Learning
Authors: Hamidreza Modares; Frank L. Lewis; Zhong-Ping Jiang
Page(s): 2550 - 2562

27. Global Neural Dynamic Surface Tracking Control of Strict-Feedback Systems With Application to Hypersonic Flight Vehicle
Authors: Bin Xu; Chenguang Yang; Yongping Pan
Page(s): 2563 - 2575

28. Sparse Representation in Kernel Machines
Authors: Hongwei Sun; Qiang Wu
Page(s): 2576 - 2582

29. Twin Support Vector Machine for Clustering
Authors: Zhen Wang; Yuan-Hai Shao; Lan Bai; Nai-Yang Deng
Page(s): 2583 - 2588

30. Stability Criteria for Recurrent Neural Networks With Time-Varying Delay Based on Secondary Delay Partitioning Method
Authors: Zhanshan Wang; Lei Liu; Qi-He Shan; Huaguang Zhang
Page(s): 2589 - 2595

31. On the Non-STDP Behavior and Its Remedy in a Floating-Gate Synapse
Authors: Roshan Gopalakrishnan; Arindam Basu
Page(s): 2596 - 2601

IEEE Transactions on Evolutionary Computation, Volume 19, Number 5, October 2015

1. Meta-Heuristic Algorithms in Car Engine Design: A Literature Survey
Author(s): Tayarani-N., M.; Yao, X.; Xu, H.
Page(s): 609 - 629

2. Solving Uncompromising Problems With Lexicase Selection
Author(s): Helmuth, T.; Spector, L.; Matheson, J.
Page(s): 630 - 643

3. Memetic Search With Interdomain Learning: A Realization Between CVRP and CARP
Author(s): Feng, L.; Ong, Y.; Lim, M.; Tsang, I.W.
Page(s): 644 - 658

4. Computational Cost Reduction of Nondominated Sorting Using the M-Front
Author(s): Drozdik, M.; Akimoto, Y.; Aguirre, H.; Tanaka, K.
Page(s): 659 - 678

5. Building Image Feature Kinetics for Cement Hydration Using Gene Expression Programming With Similarity Weight Tournament Selection
Author(s): Wang, L.; Yang, B.; Wang, S.; Liang, Z.
Page(s): 679 - 693

6. An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition
Author(s): Li, K.; Deb, K.; Zhang, Q.; Kwong, S.
Page(s): 694 - 716

7. Improving Differential Evolution With a Successful-Parent-Selecting Framework
Author(s): Guo, S.; Yang, C.; Hsu, P.; Tsai, J.S.
Page(s): 717 - 730

8. Robust Optimization Over Time: Problem Difficulties and Benchmark Problems
Author(s): Fu, H.; Sendhoff, B.; Tang, K.; Yao, X.
Page(s): 731 - 745

9. A Multioperator Search Strategy Based on Cheap Surrogate Models for Evolutionary Optimization
Author(s): Gong, W.; Zhou, A.; Cai, Z.
Page(s): 746 - 758

Call for Papers WCCI 2016 Special Session Computational Intelligence in Ecological Informatics and Environmental Modelling

Aim

Ecological informatics and the related field of ecological modelling involve constructing computational models of ecological systems. Environmental modelling is closely related and involves constructing models of the physical environment that biological eco-systems inhabit. The amount of data describing global and local environments and the eco-systems that inhabit them is rapidly increasing. As these are highly-complex systems, algorithms from the field of computational intelligence have already been widely applied to modelling this data. The aim of this special session is to provide a forum for recent research in the application of computational intelligence in the areas of ecological informatics, ecological modelling and environmental modelling. This is a highly topical area and is open to a broad array of methods from the field of computational intelligence.

Scope

The scope of the special session includes, but is not limited to, the following topics:

• Species distribution and ecological niche modelling
• Predicting species abundance
• Remote sensing image analysis and content-based image retrieval for Ecological Informatics and Environmental Modelling
• Analysis of species assemblages
• Classification of species
• Environmental impact assessment
• Modelling of environmental events including floods
• Issues in the preparation of ecological data for modelling
• Modelling of pollutants or contamination in air, land or water
• Modelling water quality
• Greenhouse gas emissions modelling and the effects of climate change
• Modelling the future development of populations
• Detecting landscape features
• Modelling water drainage systems
• Assessment of habitat quality
• Forecasting of algal blooms
• Habitat suitability modelling
• Predicting crop hazards, pests or diseases
• Modelling interactions between multiple species
• Identifying landscape features
• Modelling ecosystem biomass
• Learning of phenological patterns

 

Important Dates

• Paper submission deadline: 15th January 2016
• Author notification: 15th March 2016
• Deadline for final manuscript: 15th April 2016
• Early registration deadline: 15th April 2016
• Conference dates: 25th July-29th July 2016

Paper Submission As this is a cross-disciplinary special session, please submit papers via the IEEE CEC 2016 submission site: http://ieee-cis.org/conferences/cec2016/upload.php Please make sure you select "Computational Intelligence in Ecological Informatics and Environmental Modelling" under "Cross-Disciplinary and CI Applications Special Sessions" as the Main Research Topic of your submission. Accepted papers will be published in the conference proceedings that are most appropriate for the paper (IJCNN, FUZZ-IEEE or CEC). This decision will be made by the Special Session Organisers in consultation with the Special Session Chair and one of the three Conference Chairs.

 

Organisers

• Dr Michael J. Watts, Auckland Institute of Studies, Auckland, New Zealand. mjwatts@ieee.org
• Professor Jie Yang, Shanghai Jiao Tong University, Shanghai, China, jieyang@sjtu.edu.cn

 

Dr Michael J. Watts

Dr Michael J. Watts (Senior Member, IEEE) is the Academic Head of Programme for Information Technology at Auckland Institute of Studies, Auckland, New Zealand. His research interests are in the areas of ecological informatics, neural networks, neuro-fuzzy systems, and evolutionary algorithms. He is particularly interested in the intersections of these areas, where computational intelligence methods can be applied to ecological informatics. He has published more than 70 peer-reviewed papers in a range of international journals and conferences on a variety of topics, particularly computational intelligence and ecological informatics. He is currently on the editorial boards of the Springer journal Soft Computing and the IEEE Transactions on Neural Networks and Learning Systems. He teaches basic database engineering, fundamentals of programming, data mining and information security and serves on a number of committees of the IEEE Computational Intelligence Society including the Neural Networks Technical Committee and the Standards Committee.

 

Professor Jie Yang

Jie Yang is the Professor and Director of the Institute of Image Processing and Pattern recognition in Shanghai Jiao Tong University. He received a bachelor’s degree in Automatic Control in Shanghai Jiao Tong University, where a master’s degree in Pattern Recognition & Intelligent System was achieved three years later. In 1994, he received Ph.D. at Department of Computer Science, University of Hamburg, Germany. He is the principal investigator of more than 30 national and ministry scientific research projects in image processing, pattern recognition, data mining, and artificial intelligence, including two national 973 research plan projects, three national 863 research plan projects, three National Nature Foundation projects, five international cooperative projects with France, Korea, Japan, New Zealand. He has published four books and more than four hundred articles in national or international academic journals and conferences. Up to now, he has supervised 4 postdoctoral, 32 doctors and 55 masters, and been awarded five research achievement prizes from ministry of Education, China and Shanghai municipality. One Ph.D. dissertation he supervised was evaluated as "National Best Ph.D. Dissertation" in 2009. Two Ph.D. dissertations he supervised were evaluated as "Shanghai Best Ph.D. Dissertation" in 2009 and 2010. He has owned 25 patents.

IEEE Transactions on Computational Intelligence and AI in Games, Volume 7, Number 3, September 2015

1. The Age of Analytics
Author(s): Bauckhage, C.; Drachen, A.; Thurau, C.
Page(s): 205 - 206

2. An Analytic and Psychometric Evaluation of Dynamic Game Adaption for Increasing Session-Level Retention in Casual Games
Author(s): Harrison, B.; Roberts, D.L.
Page(s): 207 - 219

3. Detecting Predatory Behavior in Game Chats
Author(s): Cheong, Y.-G.; Jensen, A.K.; Gudnadottir, E.R.; Bae, B.-C.; Togelius, J.
Page(s): 220 - 232

4. Player Preference and Style in a Leading Mobile Card Game
Author(s): Cowling, P.I.; Devlin, S.; Powley, E.J.; Whitehouse, D.; Rollason, J.
Page(s): 233 - 242

5. Thinking Style and Team Competition Game Performance and Enjoyment
Author(s): Wang, H.; Yang, H.-T.; Sun, C.-T.
Page(s): 243 - 254

6. Churn Prediction in Online Games Using Players’ Login Records: A Frequency Analysis Approach
Author(s): Castro, E.G.; Tsuzuki, M.S.G.
Page(s): 255 - 265

7. Clustering Game Behavior Data
Author(s): Bauckhage, C.; Drachen, A.; Sifa, R.
Page(s): 266 - 278

8. Postprocessing Gameplay Metrics for Gameplay Performance Segmentation Based on Audiovisual Analysis
Author(s): Marczak, R.; Schott, G.; Hanna, P.
Page(s): 279 - 291

9. Past Our Prime: A Study of Age and Play Style Development in Battlefield 3
Author(s): Tekofsky, S.; Spronck, P.; Goudbeek, M.; Plaat, A.; van den Herik, J.
Page(s): 292 - 303

10. On Learning From Game Annotations
Author(s): Wirth, C.; Furnkranz, J.
Page(s): 304 - 316

IEEE Transactions on Neural Networks and Learning Systems, Volume 26, Issue 9, September 2015

1. Globally Stable Adaptive Backstepping Neural Network Control for Uncertain Strict-Feedback Systems With Tracking Accuracy Known a Priori
Author(s): Weisheng Chen;  Shuzhi Sam Ge; Jian Wu; Maoguo Gong
Page(s): 1842 - 1854

2. Progressive Learning Machine: A New Approach for General Hybrid System Approximation
Author(s): Yimin Yang; Yaonan Wang; Q. M. Jonathan Wu; Xiaofeng Lin; Min Liu
Page(s): 1855 - 1874

3. Artificial Electrical Morris–Lecar Neuron
Author(s): Rachid Behdad; Stephane Binczak; Alexey S. Dmitrichev; Vladimir I. Nekorkin; Jean-Marie Bilbault
Page(s): 1875 - 1884

4. Distributed Containment Control for Multiple Unknown Second-Order Nonlinear Systems With Application to Networked Lagrangian Systems
Author(s): Jie Mei; Wei Ren; Bing Li; Guangfu Ma
Page(s): 1885 - 1899

5. Training Recurrent Neural Networks With the Levenberg–Marquardt Algorithm for Optimal Control of a Grid-Connected Converter
Author(s): Xingang Fu; Shuhui Li; Michael Fairbank; Donald C. Wunsch; Eduardo Alonso
Page(s): 1900 - 1912

6. Learning Stable Multilevel Dictionaries for Sparse Representations
Author(s): Jayaraman J. Thiagarajan; Karthikeyan Natesan Ramamurthy; Andreas Spanias
Page(s): 1913 - 1926

7. Scalable Nonparametric Low-Rank Kernel Learning Using Block Coordinate Descent
Author(s): En-Liang Hu; James T. Kwok
Page(s): 1927 - 1938

8. Fault Identification in Distributed Sensor Networks Based on Universal Probabilistic Modeling
Author(s): Stavros Ntalampiras
Page(s): 1939 - 1949

9. A Kernel Classification Framework for Metric Learning
Author(s): Faqiang Wang; Wangmeng Zuo; Lei Zhang; Deyu Meng; David Zhang
Page(s): 1950 - 1962

10. Feedforward Categorization on AER Motion Events Using Cortex-Like Features in a Spiking Neural Network
Author(s): Bo Zhao; Ruoxi Ding; Shoushun Chen; Bernabe Linares-Barranco; Huajin Tang
Page(s): 1963 - 1978

11. MTC: A Fast and Robust Graph-Based Transductive Learning Method
Author(s): Yan-Ming Zhang; Kaizhu Huang; Guang-Gang Geng; Cheng-Lin Liu
Page(s): 1979 - 1991

12. Context Dependent Encoding Using Convolutional Dynamic Networks
Author(s): Rakesh Chalasani; Jose C. Principe
Page(s): 1992 - 2004

13. An Improved TA-SVM Method Without Matrix Inversion and Its Fast Implementation for Nonstationary Datasets
Author(s): Yingzhong Shi; Fu-Lai Chung; Shitong Wang
Page(s): 2005 - 2018

14. Learning With Mixed Hard/Soft Pointwise Constraints
Author(s): Giorgio Gnecco; Marco Gori; Stefano Melacci; Marcello Sanguineti
Page(s): 2019 - 2032

15. Adaptive Synchronization of Memristor-Based Neural Networks with Time-Varying Delays
Author(s): Leimin Wang; Yi Shen; Quan Yin; Guodong Zhang
Page(s): 2033 - 2042

16. Passivity and Passification of Memristor-Based Recurrent Neural Networks With Additive Time-Varying Delays
Author(s): Rajan Rakkiyappan; Arunachalam Chandrasekar; Jinde Cao
Page(s): 2043 - 2057

17. Two Efficient Twin ELM Methods With Prediction Interval
Author(s): Kefeng Ning; Min Liu; Mingyu Dong; Cheng Wu; ZhanSong Wu
Page(s): 2058 - 2071

18. Dynamic Infinite Mixed-Membership Stochastic Blockmodel
Author(s): Xuhui Fan; Longbing Cao; Richard Yi Da Xu
Page(s): 2072 - 2085

19. Dynamic Surface Control Using Neural Networks for a Class of Uncertain Nonlinear Systems With Input Saturation
Author(s): Mou Chen; Gang Tao; Bin Jiang
Page(s): 2086 - 2097

20. Robust Novelty Detection via Worst Case CVaR Minimization
Author(s): Yongqiao Wang; Chuangyin Dang; Shouyang Wang
Page(s): 2098 - 2110

21. A Distributed Approach Toward Discriminative Distance Metric Learning
Author(s): Jun Li; Xun Lin; Xiaoguang Rui; Yong Rui; Dacheng Tao
Page(s): 2111 - 2122

22. Incorporating Wind Power Forecast Uncertainties Into Stochastic Unit Commitment Using Neural Network-Based Prediction Intervals
Author(s): Hao Quan; Dipti Srinivasan; Abbas Khosravi
Page(s): 2123 - 2135

23. Group Factor Analysis
Author(s): Arto Klami; Seppo Virtanen; Eemeli Leppäaho; Samuel Kaski
Page(s): 2136 - 2147

24. Fick’s Law Assisted Propagation for Semisupervised Learning
Author(s): Chen Gong; Dacheng Tao; Keren Fu; Jie Yang
Page(s): 2148 - 2162

25. Application of Reinforcement Learning Algorithms for the Adaptive Computation of the Smoothing Parameter for Probabilistic Neural Network
Author(s): Maciej Kusy; Roman Zajdel
Page(s): 2163 - 2175

26. Variational Bayesian Inference Algorithms for Infinite Relational Model of Network Data
Author(s): Takuya Konishi; Takatomi Kubo; Kazuho Watanabe; Kazushi Ikeda
Page(s): 2176 - 2181

27. Hyperparameter Selection for Gaussian Process One-Class Classification
Author(s): Yingchao Xiao; Huangang Wang; Wenli Xu
Page(s): 2182 - 2187

28. Properties and Performance of Imperfect Dual Neural Network-Based k WTA Networks
Author(s): Ruibin Feng; Chi-Sing Leung; John Sum; Yi Xiao
Page(s): 2188 - 2193

29. A Unified Framework for Data Visualization and Coclustering
Author(s): Lazhar Labiod; Mohamed Nadif
Page(s): 2194 - 2199

30. Discriminative Hierarchical K-Means Tree for Large-Scale Image Classification
Author(s): Shizhi Chen; Xiaodong Yang; Yingli Tian
Page(s): 2200 - 2205

31. Retargeted Least Squares Regression Algorithm
Author(s): Xu-Yao Zhang; Lingfeng Wang; Shiming Xiang; Cheng-Lin Liu
Page(s): 2206 - 2213

32. Online Sequential Extreme Learning Machine With Kernels
Author(s): Simone Scardapane; Danilo Comminiello; Michele Scarpiniti; Aurelio Uncini
Page(s): 2214 - 2220

Neural Networks Volume 70, Pages 1-102, October 2015

1. Discriminative clustering via extreme learning machine
Author(s): Gao Huang, Tianchi Liu, Yan Yang, Zhiping Lin, Shiji Song, Cheng Wu
Pages: 1-8

2. Realization problem of multi-layer cellular neural networks
Author(s): Jung-Chao Ban, Chih-Hung Chang
Pages: 9-17

3. Real-time, adaptive machine learning for non-stationary, near chaotic gasoline engine combustion time series
Author(s): Adam Vaughan, Stanislav V. Bohac
Pages: 18-26

4. Impulsive synchronization of Markovian jumping randomly coupled neural networks with partly unknown transition probabilities via multiple integral approach
Author(s): A. Chandrasekar, R. Rakkiyappan, Jinde Cao
Pages: 27-38

5. Near-Bayesian Support Vector Machines for imbalanced data classification with equal or unequal misclassification costs
Author(s): Shounak Datta, Swagatam Das
Pages: 39-52

6. Robustness analysis of uncertain dynamical neural networks with multiple time delays
Author(s): Sibel Senan
Pages: 53-60

7. Non-parametric temporal modeling of the hemodynamic response function via a liquid state machine
Author(s): Paolo Avesani, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Diego Sona
Pages: 61-73

8. Finite time stabilization of delayed neural networks
Author(s): Leimin Wang, Yi Shen, Zhixia Ding
Pages: 74-80

9. Matrix measure method for global exponential stability of complex-valued recurrent neural networks with time-varying delays
Author(s): Weiqiang Gong, Jinling Liang, Jinde Cao
Pages: 81-89

10. Maximum margin semi-supervised learning with irrelevant data
Author(s): Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu
Pages: 90-102

Evolving Systems Volume 6, Issue 3, September 2015

1. An agile FCM for real-time modeling of dynamic and real-life systems
Author(s): O. Motlagh, Z. Jamaludin, S. H. Tang, W. Khaksar
Pages: 153-165

2. Object tracking based on the somatosensory system
Author(s): Mohamed Tahar Abdelkrim, Hayet Farida Merouani, Zoubida Benhammadi
Pages: 167-175

3. Comparing typhoon intensity prediction with two different artificial intelligence models
Author(s): Tahereh Haghroosta, Wan Ruslan Ismail
Pages: 177-185

4. Addressing concept drift to improve system availability by updating one-class data-driven models
Author(s): Ahmad Alzghoul, Magnus Löfstrand
Pages: 187-198

5. Modified handoff algorithm for providing optimization in heterogeneous wireless networks
Author(s): T. Velmurugan, Sibaram Khara, B. Basavaraj
Pages: 199-208

6. The power laws: Zipf and inverse Zipf for automated segmentation and classification of masses within mammograms
Author(s): Meriem Hamoud, Hayet Farida Merouani, Lakhder Laimeche
Pages: 209-227

IEEE Transactions on Fuzzy Systems, vol. 23, issue 4, 2015

1. Fuzzy Adaptive Output Feedback Control of MIMO Nonlinear Systems With Partial Tracking Errors Constrained
Author(s):  Shaocheng Tong, Shuai Sui, and Yongming Li
Page(s):  729-742

2. Time-Validating-Based Atanassov's Intuitionistic Fuzzy Decision Making
Author(s):  Liang-Hsuan Chen and Chien-Cheng Tu
Page(s):  743 - 756

3. Gain Tuning of Fuzzy PID Controllers for MIMO Systems: A Performance-Driven Approach
Author(s):  Paulo Gil, Catarina Lucena, Alberto Cardoso, and Luis Brito Palma
Page(s):  757 - 768

4. A Novel Approach to Building a Robust Fuzzy Rough Classifier
Author(s):  Suyun Zhao, Hong Chen, Cuiping Li, Xiaoyong Du, and Hui Sun
Page(s):  769 - 786

5. Dynamical Models of Stock Prices Based on Technical Trading Rules Part I: The Models
Author(s):  Li-Xin Wang
Page(s):  787 - 801

6. Fuzzy (c + p)-Means Clustering and Its Application to a Fuzzy Rule-Based Classifier: Toward Good Generalization and Good Interpretability
Author(s):  Jacek M. Leski
Page(s):  802 - 812

7. Minimax Probability TSK Fuzzy System Classifier: A More Transparent and Highly Interpretable Classification Model
Author(s):  Zhaohong Deng, Longbing Cao, Yizhang Jiang, and Shitong Wang
Page(s):  813 - 826

8. Stability Analysis of T–S Fuzzy Control Systems by Using Set Theory
Author(s):  Jiuxiang Dong, Guang-Hong Yang, and Huaguang Zhang
Page(s):  827 - 841

9. On the Transformation of Fuzzy Measures to the Power Set and Its Role in Determining the Measure of a Measure
Author(s):  Ronald R. Yager, and Radko Mesiar
Page(s):  842 - 849

10. Clustering Granular Data and Their Characterization With Information Granules of Higher Type
Author(s):  Adam Gacek, and Witold Pedrycz
Page(s):  850 - 860

11. Evolving Fuzzy-Model-Based Design of Experiments With Supervised Hierarchical Clustering
Author(s):  Igor Skrjanc
Page(s):  861 - 871

12. On the Choice of the Pair Conjunction–Implication Into the Fuzzy Morphological Edge Detector
Author(s):  Manuel Gonzalez-Hidalgo, Sebastia Massanet, Arnau Mir, and Daniel Ruiz-Aguilera
Page(s):  872 - 884

13. A Parameterized Nonlinear Programming Approach to Solve Matrix Games With Payoffs of I-Fuzzy Numbers
Author(s):  Deng-Feng Li and Jia-Cai Liu
Page(s):  885 - 896

14. An Inexact Probabilistic–Possibilistic Optimization Framework for Flood Management in a Hybrid Uncertain Environment
Author(s):  Shuo Wang, Guohe Huang, and Brian W. Baetz
Page(s):  897 - 908

15. Principal-Agent Problems Based on Credibility Measure
Author(s):  Xiaoli Wu, Ruiqing Zhao, and Wansheng Tang
Page(s):  909 - 922

16. Evolving Granular Fuzzy Model-Based Control of Nonlinear Dynamic Systems
Author(s):  Daniel Leite, Member, Reinaldo M. Palhares, Victor C. S. Campos, and Fernando Gomide
Page(s):  923 - 938

17. Firing Fuzzy Rules With Measure Type Inputs
Author(s):  Ronald R. Yager
Page(s):  939 - 949

18. Ensuring the Centroid of an Interval Type-2 Fuzzy Set
Author(s):  Maowen Nie, and Woei Wan Tan
Page(s):  950 - 963

19. A Numerical-Integration-Based Simulation Algorithm for Expected Values of Strictly Monotone Functions of Ordinary Fuzzy Variables
Author(s):  Xiang Li
Page(s):  964 - 972

20. A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications With Imbalanced Data
Author(s):  Jose Antonio Sanz, Dario Bernardo, Francisco Herrera, Humberto Bustince, and Hani Hagras
Page(s):  973 - 990

21. A Self-Tuning zSlices-Based General Type-2 Fuzzy PI Controller
Author(s):  Tufan Kumbasar, and Hani Hagras
Page(s):  991 - 1013

22. Interval Type-2 Fuzzy Set Reconstruction Based on Fuzzy Information-Theoretic Kernels
Author(s):  Hooman Tahayori, Lorenzo Livi, Alireza Sadeghian, and Antonello Rizzi
Page(s):  1014 - 1029

23. Characterizing Compactness of Geometrical Clusters Using Fuzzy Measures
Author(s):  Gleb Beliakov, Gang Li, Huy Quan Vu, and Tim Wilkin
Page(s):  1030 - 1043

24. Decentralized Fuzzy Control of Multiple Cooperating Robotic Manipulators With Impedance Interaction
Author(s):  Zhijun Li, Chenguang Yang, Chun-Yi Su, Shuming Deng, Fuchun Sun, and Weidong Zhang
Page(s):  1044 - 1056

25. The Notion of Weak-Contradiction: Definition and Measures
Author(s):  Humberto Bustince, Nicolas Madrid, and Manuel Ojeda-Aciego
Page(s):  1057 - 1069

26. A Hybrid Neuro-Fuzzy Network Based on Differential Biogeography-Based Optimization for Online Population Classification in Earthquakes
Author(s):  Yu-Jun Zheng, Hai-Feng Ling, Sheng-Yong Chen, and Jin-Yun Xue
Page(s):  1070 - 1083

27. Indirect Adaptive Type-2 Fuzzy Impulsive Control of Nonlinear Systems
Author(s):  Yimin Li, Yuanyuan Sun, Jing Hua, and Li Li
Page(s):  1084 - 1099

28. Output-Feedback Control for T–S Fuzzy Delta Operator Systems With Time-Varying Delays via an Input–Output Approach
Author(s):  Hongyi Li, Yabin Gao, Peng Shi, and Xudong Zhao
Page(s):  1100 - 1112

29. Adaptive Robust Control for Fuzzy Mechanical Systems: Constraint-Following and Redundancy in Constraints
Author(s):  Qingmin Huang, Ye-Hwa Chen, and Aiguo Cheng
Page(s):  1113 - 1126

30. Dynamical Models of Stock Prices Based on Technical Trading Rules—Part II: Analysis of the Model
Author(s):  Li-Xin Wang
Page(s):  1127 - 1141

31. Least-Squares Regression Based on Atanassov’s Intuitionistic Fuzzy Inputs–Outputs and Atanassov’s Intuitionistic Fuzzy Parameters
Author(s):  Mohsen Arefi and Seyed Mahmoud Taheri
Page(s):  1142 - 1154

32. On T-Norms for Type-2 Fuzzy Sets
Author(s):  Pablo Hernandez, Susana Cubillo, and Carmen Torres-Blanc
Page(s):  1155 - 1163

33. Deviation Square Priority Method for Distinct Preference Structures Based on Generalized Multiplicative Consistency
Author(s):  Zeshui Xu
Page(s):  1164 - 1180

34. A Certainty-Based Model for Uncertain Databases
Author(s):  Olivier Pivert and Henri Prade
Page(s):  1181 - 1196

35. H∞ Fuzzy Control Synthesis for a Large-Scale System With a Reduced Number of LMIs
Author(s):  Wei Chang and Wen-June Wang
Page(s):  1197 - 1210

36. Framework of Group Decision Making With Intuitionistic Fuzzy Preference Information
Author(s):  Huchang Liao, Zeshui Xu, Xiao-Jun Zeng, and Jose M. Merig ´ o
Page(s):  1211 - 1227

37. Observer-Based Adaptive Fuzzy Tracking Control of MIMO Stochastic Nonlinear Systems With Unknown Control Directions and Unknown Dead Zones
Author(s):  Yongming Li, Shaocheng Tong, and Tieshan Li
Page(s):  1228 - 1241

38. Fuzzy and Crisp Recursive Profiling of Online Reviewers and Businesses
Author(s):  Pawan Lingras and Matt Triff
Page(s):  1242 - 1258

39. Overlap Indices: Construction of and Application to Interpolative Fuzzy Systems
Author(s):  Santiago Garcia-Jimenez, Humberto Bustince, Eyke Hullermeier, Radko Mesiar, Nikhil R. Pal, and Ana Pradera
Page(s):  1259 - 1273

40. Pinning Synchronization in T–S Fuzzy Complex Networks With Partial and Discrete-Time Couplings
Author(s):  Chi Huang, Daniel W. C. Ho, Jianquan Lu, and Jurgen Kurths
Page(s):  1274 - 1285

41. Speedup of Learning in Interval Type-2 Neural Fuzzy Systems Through Graphic Processing Units
Author(s):  Chia-Feng Juang, Wei-Yuan Chen, and Chung-Wei Liang
Page(s):  1286 - 1298

42. Weighting the Support Conjectures Inherit From Premises
Author(s):  Enric Trillas, Claudio Moraga, and Gracian Trivino
Page(s):  1299 - 1305

43. Stancu OWA Operator
Author(s):  Amit K. Singh, Amar Kishor, and Nikhil R. Pal
Page(s):  1306 - 1313

44. Stability Analysis and Region-of-Attraction Estimation Using Piecewise Polynomial Lyapunov Functions: Polynomial Fuzzy Model Approach
Author(s):  Ying-Jen Chen, Motoyasu Tanaka, Kazuo Tanaka, and Hua O. Wang
Page(s):  1314 - 1322

45. Stability of Fuzzy Differential Equations With the Second Type of Hukuhara Derivative
Author(s):  Shuorui Zhang and Jitao Sun
Page(s):  1323 - 1328

List of Free/Open-Source Computational Intelligence Software

Evolutionary Computation

JCLEC - Java Class Library for Evolutionary Computation
http://jclec.sourceforge.net/

KEEL - Knowlege Extraction based on Evolutionary Learning
http://sci2s.ugr.es/keel/

jMetal - Metaheuristic Algorithms in Java
http://jmetal.sourceforge.net/

Fuzzy Systems

Xfuzzy - Fuzzy Logic Design Tools
https://forja.rediris.es/projects/xfuzzy/

FisPro - Fuzzy Inference System Professional
https://www7.inra.fr/mia/M/fispro/fispro2013_en.html

GUAJE - Generating Understandable and Accurate fuzzy models in a Java Environment
https://www.softcomputing.es/guaje/

Neural Systems

SNNS - Stugggart Neural Network Simulator
http://www.ra.cs.uni-tuebingen.de/SNNS/

PyNN
http://neuralensemble.org/PyNN/

NEURON
https://www.neuron.yale.edu/neuron/

NEST-Initiative
http://www.nest-initiative.org/?page=Software

PCSIM
http://sourceforge.net/projects/pcsim/

The Brian Spiking Neural Network Simulator
http://briansimulator.org/

Neuro-Fuzzy

NEFCLASS - Neuro-Fuzzy Classification
http://fuzzy.cs.uni-magdeburg.de/nefclass/

FriDA - Free Intelligence Data Analysis Toolbox
http://www.borgelt.net/frida.html

KNIME
https://www.knime.org/

IEEE Transactions on Autonomous Mental Development, Volume , Issue 2, June 2015

1. Sparsity-Constrained fMRI Decoding of Visual Saliency in Naturalistic Video Streams
Author(s): Xintao Hu ; Cheng Lv ; Gong Cheng ; Jinglei Lv ; Lei Guo ; Junwei Han ; Tianming Liu
Page(s): 65 - 75

2. Motor-Primed Visual Attention for Humanoid Robots
Author(s): Lukic, L. ; Billard, A. ; Santos-Victor, J.
Page(s): 76 - 91

3. A Probabilistic Concept Web on a Humanoid Robot
Author(s): Celikkanat, H. ; Orhan, G. ; Kalkan, S.
Page(s): 92 - 106

4. Action Priors for Learning Domain Invariances
Author(s): Rosman, B. ; Ramamoorthy, S.
Page(s): 107 - 118

5. Staged Development of Robot Skills: Behavior Formation, Affordance Learning and Imitation with Motionese
Author(s): Ugur, E. ; Nagai, Y. ; Sahin, E. ; Oztop, E.
Page(s): 119 - 139

6. Structural Bootstrapping—A Novel, Generative Mechanism for Faster and More Efficient Acquisition of Action-Knowledge
Author(s): Worgotter, F. ; Geib, C. ; Tamosiunaite, M. ; Aksoy, E.E. ; Piater, J. ; Hanchen Xiong ; Ude, A. ; Nemec, B. ; Kraft, D. ; Kruger, N. ; Wachter, M. ; Asfour, T.
Page(s): 140 - 154

IEEE Transactions on Evolutionary Computation, Volume 19, Issue 4, August 2015

1. An Edge-Set Representation Based on a Spanning Tree for Searching Cut Space
Author(s): Seo, K. ; Hyun, S. ; Kim, Y.
Page(s): 465 - 473

2. Automated Feature Design for Numeric Sequence Classification by Genetic Programming
Author(s): Harvey, D.Y. ; Todd, M.D.
Page(s): 474 - 489

3. Six-Sigma Robust Design Optimization Using a Many-Objective Decomposition-Based Evolutionary Algorithm
Author(s): Asafuddoula, M. ; Singh, H.K. ; Ray, T.
Page(s): 490 - 507

4. An External Archive Guided Multiobjective Evolutionary Algorithm Based on Decomposition for Combinatorial Optimization
Author(s): Cai, X. ; Li, Y. ; Fan, Z. ; Zhang, Q.
Page(s): 508 - 523

5. Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization
Author(s): Wang, H. ; Jiao, L. ; Yao, X.
Page(s): 524 - 541

6. Online Diversity Assessment in Evolutionary Multiobjective Optimization: A Geometrical Perspective
Author(s): Gee, S.B. ; Tan, K.C. ; Shim, V.A. ; Pal, N.R.
Page(s): 542 - 559

7. Differential Evolution With an Individual-Dependent Mechanism
Author(s): Tang, L. ; Dong, Y. ; Liu, J.
Page(s): 560 - 574

8. A Discrete Particle Swarm Optimization for Covering Array Generation
Author(s): Wu, H. ; Nie, C. ; Kuo, F. ; Leung, H. ; Colbourn, C.J.
Page(s): 575 - 591

9. A Many-Objective Evolutionary Algorithm With Enhanced Mating and Environmental Selections
Author(s): Cheng, J. ; Yen, G.G. ; Zhang, G.
Page(s): 592 - 605

IEEE Transactions on Neural Networks and Learning Systems, Volume 26, Issue 8, August 2015

1. Dimensionality Reduction for Hyperspectral Data Based on Class-Aware Tensor Neighborhood Graph and Patch Alignment
Author(s): Gao, Y. ; Wang, X. ; Cheng, Y. ; Wang, Z.J.
Page(s): 1582 - 1593

2. Self-Organizing Map With Time-Varying Structure to Plan and Control Artificial Locomotion
Author(s): Araujo, A.F.R. ; Santana, O.V.
Page(s): 1594 - 1607

3. Two-Stage Orthogonal Least Squares Methods for Neural Network Construction
Author(s): Zhang, L. ; Li, K. ; Bai, E. ; Irwin, G.W.
Page(s): 1608 - 1621

4. Learning a Probabilistic Topology Discovering Model for Scene Categorization
Author(s): Zhang, L. ; Ji, R. ; Xia, Y. ; Zhang, Y. ; Li, X.
Page(s): 1622 - 1634

5. A Convex Geometry-Based Blind Source Separation Method for Separating Nonnegative Sources
Author(s): Yang, Z. ; Xiang, Y. ; Rong, Y. ; Xie, K.
Page(s): 1635 - 1644

6. Approximate N -Player Nonzero-Sum Game Solution for an Uncertain Continuous Nonlinear System
Author(s): Johnson, M. ; Kamalapurkar, R. ; Bhasin, S. ; Dixon, W.E.
Page(s): 1645 - 1658

7. A Hybrid Constructive Algorithm for Single-Layer Feedforward Networks Learning
Author(s): Wu, X. ; Rozycki, P. ; Wilamowski, B.M.
Page(s): 1659 - 1668

8. Two-Stage Regularized Linear Discriminant Analysis for 2-D Data
Author(s): Zhao, J. ; Shi, L. ; Zhu, J.
Page(s): 1669 - 1681

9. Region-Based Object Recognition by Color Segmentation Using a Simplified PCNN
Author(s): Chen, Y. ; Ma, Y. ; Kim, D.H. ; Park, S.
Page(s): 1682 - 1697

10. Graph Theory-Based Approach for Stability Analysis of Stochastic Coupled Systems With Lévy Noise on Networks
Author(s): Zhang, C. ; Li, W. ; Wang, K.
Page(s): 1698 - 1709

11. Asynchronous Event-Based Multikernel Algorithm for High-Speed Visual Features Tracking
Author(s): Lagorce, X. ; Meyer, C. ; Ieng, S. ; Filliat, D. ; Benosman, R.
Page(s): 1710 - 1720

12. An Experimentation Platform for On-Chip Integration of Analog Neural Networks: A Pathway to Trusted and Robust Analog/RF ICs
Author(s): Maliuk, D. ; Makris, Y.
Page(s): 1721 - 1734

13. Opportunistic Behavior in Motivated Learning Agents
Author(s): Graham, J. ; Starzyk, J.A. ; Jachyra, D.
Page(s): 1735 - 1746

14. Adaptive Batch Mode Active Learning
Author(s): Chakraborty, S. ; Balasubramanian, V. ; Panchanathan, S.
Page(s): 1747 - 1760

15. Incremental Generalized Discriminative Common Vectors for Image Classification
Author(s): Diaz-Chito, K. ; Ferri, F.J. ; Diaz-Villanueva, W.
Page(s): 1761 - 1775

16. Finite-Horizon Near-Optimal Output Feedback Neural Network Control of Quantized Nonlinear Discrete-Time Systems With Input Constraint
Author(s): Xu, H. ; Zhao, Q. ; Jagannathan, S.
Page(s): 1776 - 1788

17. Adaptive Neural Output Feedback Control of Output-Constrained Nonlinear Systems With Unknown Output Nonlinearity
Author(s): Liu, Z. ; Lai, G. ; Zhang, Y. ; Chen, C.L.P.
Page(s): 1789 - 1802

18. Missile Guidance Law Based on Robust Model Predictive Control Using Neural-Network Optimization
Author(s): Li, Z. ; Xia, Y. ; Su, C. ; Deng, J. ; Fu, J. ; He, W.
Page(s): 1803 - 1809

19. Constructing Optimal Prediction Intervals by Using Neural Networks and Bootstrap Method
Author(s): Khosravi, A. ; Nahavandi, S. ; Srinivasan, D. ; Khosravi, R.
Page(s): 1810 - 1815

20. Robust Exemplar Extraction Using Structured Sparse Coding
Author(s): Liu, H. ; Liu, Y. ; Sun, F.
Page(s): 1816 - 1821

21. Adaptive Neural Control of Nonaffine Systems With Unknown Control Coefficient and Nonsmooth Actuator Nonlinearities
Author(s): Yang, Z. ; Yang, Q. ; Sun, Y.
Page(s): 1822 - 1827

22. Comparison of \ell _{1} -Norm SVR and Sparse Coding Algorithms for Linear Regression
Author(s): Zhang, Q. ; Hu, X. ; Zhang, B.
Page(s): 1828 - 1833

23. Model-Free Dual Heuristic Dynamic Programming
Author(s): Ni, Z. ; He, H. ; Zhong, X. ; Prokhorov, D.V.
Page(s): 1834 - 1839

Neural Networks, Volume 69 , Pages 1-144, September 2015

1. Accuracy of latent-variable estimation in Bayesian semi-supervised learning 
Pages: 1-10
Author(s): Keisuke Yamazaki

2. Asymptotic accuracy of Bayesian estimation for a single latent variable 
Pages: 11-19
Author(s): Keisuke Yamazaki

3. Finite-time synchronization for memristor-based neural networks with time-varying delays 
Pages: 20-28
Author(s): Abdujelil Abdurahman, Haijun Jiang, Zhidong Teng

4. Real-time human action classification using a dynamic neural model 
Pages: 29-43
Author(s): Zhibin Yu, Minho Lee

5. Convergence analysis of an augmented algorithm for fully complex-valued neural networks 
Pages: 44-50
Author(s): Dongpo Xu, Huisheng Zhang, Danilo P. Mandic

6. Improving nonlinear modeling capabilities of functional link adaptive filters 
Pages: 51-59
Author(s): Danilo Comminiello, Michele Scarpiniti, Simone Scardapane, Raffaele Parisi, Aurelio Uncini

7. Many regression algorithms, one unified model: A review
Pages: 60-79
Author(s): Freek Stulp, Olivier Sigaud

8. L1-norm locally linear representation regularization multi-source adaptation learning 
Pages: 80-98
Author(s): Jianwen Tao, Shiting Wen, Wenjun Hu

9. A new robust model of one-class classification by interval-valued training data using the triangular kernel 
Pages: 99-110
Author(s): Lev V. Utkin, Anatoly I. Chekh

10. Optimized face recognition algorithm using radial basis function neural networks and its practical applications  
Pages: 111-125
Author(s): Sung-Hoon Yoo, Sung-Kwun Oh, Witold Pedrycz

11. Locality preserving score for joint feature weights learning 
Pages: 126-134
Author(s): Hui Yan, Jian Yang

12. Finite-time boundedness and stabilization of uncertain switched neural networks with time-varying delay 
Pages: 135-143
Author(s): Yuanyuan Wu, Jinde Cao, Abdulaziz Alofi, Abdullah AL-Mazrooei, Ahmed Elaiw

Reminder: conference paper deadline for TAAI 2015

A reminder that the deadline for submitting papers to the 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2015) is July 12, 2015. This conference will be held in Tainan, Taiwan, November 20-22, 2015.