Saturday, March 25, 2017

IEEE Transactions on Fuzzy System, Volume 25, Number 1, February 2017

1. Recognition of Epileptic EEG Signals Using a Novel Multiview TSK Fuzzy System
Author(s): Y. Jiang and Z. Deng and F. L. Chung and G. Wang and P. Qian and K. S. Choi and S. Wang
Page(s): 3-20

2. Fuzzy Integral With Particle Swarm Optimization for a Motor-Imagery-Based Brain-Computer Interface
Author(s): S. L. Wu and Y. T. Liu and T. Y. Hsieh and Y. Y. Lin and C. Y. Chen and C. H. Chuang and C. T. Lin
Page(s): 21-28

3. Designing an Interval Type-2 Fuzzy Logic System for Handling Uncertainty Effects in Brain-Computer Interface Classification of Motor Imagery Induced EEG Patterns
Author(s): P. A. Herman, G. Prasad and T. M. McGinnity
Page(s): 29-42

4. Psychophysiologically Based Real-Time Adaptive General Type 2 Fuzzy Modeling and Self-Organizing Control of Operator's Performance Undertaking a Cognitive Task
Author(s): L. A. Torres Salomao, M. Mahfouf, E. El-Samahy and C. H. Ting
Page(s): 43-57

5. Brain–Machine Interface and Visual Compressive Sensing-Based Teleoperation Control of an Exoskeleton Robot
Author(s): S. Qiu, Z. Li, W. He, L. Zhang, C. Yang and C. Y. Su
Page(s): 58-69

6. Robust ${mathscr {H}}_{infty }$ Filtering for a Class of Two-Dimensional Uncertain Fuzzy Systems With Randomly Occurring Mixed Delays
Author(s): Y. Luo and Z. Wang and G. Wei and F. E. Alsaadi
Page(s): 70-83

7. Nonparametric Kernel Estimation Based on Fuzzy Random Variables
Author(s): G. Hesamian and M. G. Akbari
Pages:. 84-99

8. Characterization of Fuzzy Implication Functions With a Continuous Natural Negation Satisfying the Law of Importation With a Fixed t-Norm
Author(s): S. Massanet and J. Torrens
Page(s): 100-113

9. An Optimal Fuzzy System for Edge Detection in Color Images Using Bacterial Foraging Algorithm
Author(s): O. P. Verma and A. S. Parihar
Page(s): 114-127

10. Stability and Stabilization of Discrete-Time T–S Fuzzy Systems With Time-Varying Delay via Cauchy–Schwartz-Based Summation Inequality
Author(s): M. J. Park and O. M. Kwon
Page(s): 128-140, Feb. 2017.

11. Adaptive Inversion-Based Fuzzy Compensation Control of Uncertain Pure-Feedback Systems With Asymmetric Actuator Backlash
Author(s): G. Lai, Z. Liu, Y. Zhang, C. L. P. Chen and S. Xie
Page(s): 141-155

12. Parameterization and Adaptive Control of Multivariable Noncanonical T--S Fuzzy Systems
Author(s): Y. Zhang, G. Tao, M. Chen and L. Wen
Page(s): 156-171

13. Finite-Time Stabilization of Discrete-Time Switched Nonlinear Systems Without Stable Subsystems via Optimal Switching Signal Design
Author(s): Y. Mao, H. Zhang and Z. Zhang
Page(s): 172-180

14. Adaptive Fuzzy Leader-Following Consensus Control for Stochastic Multiagent Systems with Heterogeneous Nonlinear Dynamics
Author(s): C. E. Ren, L. Chen and C. L. P. Chen
Page(s): 181-190

15. Fuzzy Adaptive Inverse Compensation Method to Tracking Control of Uncertain Nonlinear Systems With Generalized Actuator Dead Zone
Author(s): G. Lai, Z. Liu, Y. Zhang, C. L. P. Chen, S. Xie and Y. Liu
Page(s): 191-204

16. Stabilization of Interval Type-2 Polynomial-Fuzzy-Model-Based Control Systems
Author(s): B. Xiao, H. K. Lam and H. Li
Page(s): 205-217

17. Fractional Differential Systems: A Fuzzy Solution Based on Operational Matrix of Shifted Chebyshev Polynomials and Its Applications
Author(s): A. Ahmadian, S. Salahshour and C. S. Chan
Page(s): 218-236

18. Assessing a Fuzzy Extension of Rand Index and Related Measures
Author(s): A. Suleman
Page(s): 237-244

Monday, March 20, 2017

Evolving Systems, Volume 8, Issue 1, March 2017. Timely advances in evolving neural-based systems

1. Timely advances in evolving neural-based systems special issue
Author(s): Lazaros Iliadis, Konstantinos Margaritis, Ilias Maglogiannis
Pages: 1-2

2. Locally application of naive Bayes for self-training
Author(s): Stamatis Karlos, Nikos Fazakis, Angeliki-Panagiota Panagopoulou
Pages: 3-18

3. Fuzzy cognitive maps as a decision support tool for container transport logistics
Author(s): Athanasios Tsadiras, George Zitopoulos
Pages: 19-33

4. Intuitionistic neuro-fuzzy network with evolutionary adaptation
Author(s): Petr Hájek, Vladimír Olej
Pages: 35-47

5. A methodology to carry out voting classification tasks using a particle swarm optimization-based neuro-fuzzy competitive learning network
Author(s): Androniki Tamvakis, George E. Tsekouras, Anastasios Rigos
Pages: 49-69

6. Adaptive confidence learning for the personalization of pain intensity estimation systems
Author(s): Markus Kächele, Mohammadreza Amirian, Patrick Thiam, Philipp Werner
Pages: 71-83

7. Evolving connectionist method for adaptive audiovisual speech recognition
Author(s): Mario Malcangi, Philip Grew
Pages: 85-94

Review for 20 March 2017

Below are some of the interesting links I Tweeted about recently.

  1. We will get closer to AIs, but I think we will go thru many iterations of wearables before we get to implants:
  2. Overview of 23 different types of regression: 
  3. While AI is a convenient catch-all term, machine learning, AI, ANN, are really different things: 
  4. Possibly an application of deep learning ANN? Nest cameras can now recognise doors and when people enter view: 
  5. Not sure what, if any, AI is present here, but better customer service is probably useful: 
  6. I just examined a Ph.D. thesis doing earthquake prediction with machine learning-still a long way to go:
  7. Like I tell my IT students: If you lose data because you don't have a backup, it's your fault:
  8. I know the feeling, I returned to NZ from AU-there's no place like home:
  9. Some free introductory ebooks on machine learning and other data processing topics:
  10. A simple Python introduction to k-means clustering: 
  11. Uses of AI in education:  Educational data mining is another big area of research
  12. So important to do this - ridding your data of bias:
  13. Feedspot has added my computational intelligence blog  to their list of top 50 blogs on AI:
  14. General business applications of AI: 
  15. Best R packages for importing and processing data: 
  16. The impact of deep learning on SEO: 
  17. The problems with interpreting deep learning models: 
  18. Play a musical duet with a deep neural network: 
  19. Using machine learning to recognise items in movies, so people can buy them: 
  20. Specialised deep learning chips for consumer hardware: 
  21. I suspect that the proportion of psycopaths in senior academic positions is also higher than the general population: 

Soft Computing, Volume 21, Number 6 Special Issue on Quantum, Logic & Music

1. Preface
Author(s): Maria Luisa Dalla Chiara, Roberto Giuntini, Eleonora Negri, Giuseppe Sergioli & Sonja Smets
Pages: 1371-1372

2. Semilattices global valuations in the topos approach to quantum mechanics
Author(s): Hector Freytes, Christian de Ronde & Graciela Domenech
Pages: 1373-1379

3. Quantum approach to epistemic semantics
Author(s): Giuseppe Sergioli & Roberto Leporini
Pages: 1381-1390

4. A note on many valued quantum computational logics
Author(s): Giuseppe Sergioli & Antonio Ledda
Pages: 1391-1400

5. Modelling tonal attraction: tonal hierarchies, interval cycles, and quantum probabilities
Author(s): Reinhard Blutner
Pages: 1401-1419

6. Deriving the correctness of quantum protocols in the probabilistic logic for quantum programs
Author(s): Jort Martinus Bergfeld & Joshua Sack
Pages: 1421-1441

7. Factor varieties
Author(s): Antonino Salibra, Antonio Ledda & Francesco Paoli
Pages: 1443-1454

8. Effectiveness of the quantum-mechanical formalism in cognitive modeling
Author(s): Sandro Sozzo
Pages: 1455-1465

9. Quantum music
Author(s): Volkmar Putz & Karl Svozil
Pages: 1467-1471

10. A quantum-like semantic analysis of ambiguity in music
Author(s): Maria Luisa Dalla Chiara, Roberto Giuntini, Antonino Riccardo Luciani & Eleonora Negri
Pages: 1473-1481

11. Do spins have directions?
Author(s): Diederik Aerts & Massimiliano Sassoli de Bianchi
Pages: 1483-1504

12. The state context property formalism: from concept theory to the semantics of music
Author(s): Tomas Veloz & Pablo Razeto
Pages: 1505-1513

13. The rhythm of quantum algorithms
Author(s): Stefano Bonzio & Paola Verrucchi
Pages: 1515-1521

14. Modeling correlated information change: from conditional beliefs to quantum conditionals
Author(s): Alexandru Baltag & Sonja Smets
Pages: 1523-1535

15. Teaching–learning-based optimization algorithm for multi-skill resource constrained project scheduling problem
Author(s): Huan-yu Zheng, Ling Wang & Xiao-long Zheng
Pages: 1537-1548

16. A novel harmony search algorithm with gaussian mutation for multi-objective optimization
Author(s): Xiangshan Dai, Xiaofang Yuan & Lianghong Wu
Pages: 1549-1567

17. Low-rank representation with graph regularization for subspace clustering
Author(s): Wu He, Jim X. Chen & Weihua Zhang
Pages: 1569-1581

18. Modeling and predicting the user next input by Bayesian reasoning
Author(s): Luigi Troiano, Cosimo Birtolo & Roberto Armenise
Pages: 1583-1600

19. Topology-based analysis of self-organizing maps for time series prediction
Author(s): Juan García-Rois & Juan C. Burguillo
Pages: 1601-1618

20. Constrained fuzzy evidential multivariate model identified by EM algorithm: a soft sensor to monitoring imprecise and uncertain process parameters
Author(s): Yong-sheng Hao, Zhi-gang Su, Pei-hong Wang & Ming Zhao
Pages: 1619-1642

Neural Networks, Volume 88, Pages: 1-134, April 2017

1. Orthogonal self-guided similarity preserving projection for classification and clustering   
Author(s): Xiaozhao Fang, Yong Xu, Xuelong Li, Zhihui Lai, Shaohua Teng, Lunke Fei
Pages: 1-8

2. Elimination of spiral waves in a locally connected chaotic neural network by a dynamic phase space constraint   
Author(s): Yang Li, Makito Oku, Guoguang He, Kazuyuki Aihara
Pages: 9-21

3. Self-Taught convolutional neural networks for short text clustering   
Author(s): Jiaming Xu, Bo Xu, Peng Wang, Suncong Zheng, Guanhua Tian, Jun Zhao, Bo Xu
Pages: 22-31

4. Biologically plausible learning in neural networks with modulatory feedback   
Author(s): W. Shane Grant, James Tanner, Laurent Itti
Pages: 32-48

5. Stability analysis of delayed neural networks via a new integral inequality   
Author(s): Bin Yang, Juan Wang, Jun Wang
Pages: 49-57

6. Spike timing-dependent plasticity induces non-trivial topology in the brain   
Author(s): R.R. Borges, F.S. Borges, E.L. Lameu, A.M. Batista, K.C. Iarosz, I.L. Caldas, C.G. Antonopoulos, M.S. Baptista
Pages: 58-64

7. Neural mass models describing possible origin of the excessive beta oscillations correlated with Parkinsonian state   
Author(s): Chen Liu, Yulin Zhu, Fei Liu, Jiang Wang, Huiyan Li, Bin Deng, Chris Fietkiewicz, Kenneth A. Loparo
Pages: 65-73

8. Multi-view clustering via multi-manifold regularized non-negative matrix factorization   
Author(s): Linlin Zong, Xianchao Zhang, Long Zhao, Hong Yu, Qianli Zhao
Pages: 74-89

9. Adaptive low-rank subspace learning with online optimization for robust visual tracking   
Author(s): Risheng Liu, Di Wang, Yuzhuo Han, Xin Fan, Zhongxuan Luo
Pages: 90-104

10. Object class segmentation of RGB-D video using recurrent convolutional neural networks   
Author(s): Mircea Serban Pavel, Hannes Schulz, Sven Behnke
Pages: 105-113

11. A perturbative approach for enhancing the performance of time series forecasting   
Author(s): Paulo S.G. de Mattos Neto, Tiago A.E. Ferreira, Aranildo R. Lima, Germano C. Vasconcelos, George D.C. Cavalcanti
Pages: 114-124

12. Global dissipativity of memristor-based neutral type inertial neural networks   
Author(s): Zhengwen Tu, Jinde Cao, Ahmed Alsaedi, Fuad Alsaadi
Pages: 125-133

Monday, March 13, 2017

IEEE Transactions on Cognitive and Developmental Systems, Volume 9, Number 1, March 2017

1. A Bio-Inspired Cognitive Agent for Autonomous Urban Vehicles Routing Optimization
Author(s): G. Vitello, A. Alongi, V. Conti and S. Vitabile
Pages: 5-15

2. A Multilevel Body Motion-Based Human Activity Analysis Methodology
Author(s): K. Khoshhal Roudposhti, J. Dias, P. Peixoto, V. Metsis and U. Nunes
Pages: 16-29

3. Learning Robot Control Using a Hierarchical SOM-Based Encoding
Author(s): G. Pierris and T. S. Dahl
Pages: 30-43

4. Learning From Explanations Using Sentiment and Advice in RL
Author(s): S. Krening, B. Harrison, K. M. Feigh, C. L. Isbell, M. Riedl and A. Thomaz
Pages: 44-55

5. Supervisory Control of Multiple Robots Through Group Communication
Author(s): A. Rossi, M. Staffa and S. Rossi
Pages: 56-67

6. Flexible Task Execution and Attentional Regulations in Human-Robot Interaction
Author(s): R. Caccavale and A. Finzi
Pages: 68-79

7. Aesthetics Evaluation for Robotic Chinese Calligraphy
Author(s): Z. Ma and J. Su
Pages: 80-90

Soft Computing, Volume 21, Number 5, March 2017

1. Iterative numerical method for fuzzy Volterra linear integral equations in two dimensions
Author(s): Alexandru Mihai Bica, Shokrollah Ziari
Pages: 1097-1108

2. Many-objective optimization based on information separation and neighbor punishment selection
Author(s): Ruimin Shen, Jinhua Zheng, Miqing Li, Juan Zou
Pages: 1109-1128

3. Decision making with the generalized intuitionistic fuzzy power interaction averaging operators
Author(s): Yingdong He, Zhen He, He Huang
Pages 1129-1144

4. Image quality assessment based on multiscale fuzzy gradient similarity deviation
Author(s): Shangwei Guo, Tao Xiang, Xiaoguo Li
Pages: 1145-1155

5. Topology optimization of compliant structures and mechanisms using constructive solid geometry for 2-d and 3-d applications
Author(s): Anmol Pandey, Rituparna Datta, Bishakh Bhattacharya
Pages: 1157-1179

6. Relevant applications of Monte Carlo simulation in Solvency II
Author(s): Giuseppe Casarano, Gilberto Castellani, Luca Passalacqua, Francesca Perla
Pages: 1181-1192

7. A hybrid artificial bee colony algorithm for the job-shop scheduling problem with no-wait constraint
Author(s): Shyam Sundar, P. N. Suganthan, Chua Tay Jin, Cai Tian Xiang
Pages: 1193-1202

8. Evaluation of research proposals for grant funding using interval-valued intuitionistic fuzzy sets
Author(s): Basar Oztaysi, Sezi Cevik Onar, Kerim Goztepe, Cengiz Kahraman
Pages: 1203-1218

9. Rate control optimization for live streaming using fixed-time playback buffer
Author(s): Dongyan Zhang, Hui He, Weihua Li, Pingxin Du
Pages: 1219-1228

10. Fuzzy trapezoidal cubature rule and application to two-dimensional fuzzy Fredholm integral equations
Author(s): Alexandru Mihai Bica, Constantin Popescu
Pages: 1229-1243

11. Searching the Web for illegal content: the anatomy of a semantic search engine
Author(s): Luigi Laura, Gianluigi Me
Pages: 1245-1252

12. Noisy extremal optimization
Author(s): Rodica Ioana Lung, Mihai Suciu, Noémi Gaskó
Pages: 1253-1270

13. RED: a new method for performance ranking of large decision making units
Author(s): Mohammadreza Farahmand, Mohammad Ishak Desa
Pages: 1271-1290

14. Fuzzy clustering algorithms for identification of Exocarpium Citrus Grandis through chromatography
Author(s): Hang Wei, Li Lin, Honglai Zhang, Yangyang Xu, Shaodong Deng, Jiajing Yu
Pages: 1291-1300

15. Design and theoretical analysis of virtual machine placement algorithm based on peak workload characteristics
Author(s): Weiwei Lin, SiYao Xu, Jin Li, Lingling Xu, Zhiping Peng
Pages: 1301-1314

16. P2P and P2P botnet traffic classification in two stages
Author(s): Wujian Ye, Kyungsan Cho
Pages: 1315-1326

17. Attraction basin sphere estimation approach for niching CMA-ES
Author(s): Zhuoran Xu, Hiroyuki Iizuka, Masahito Yamamoto
Pages: 1327-1345

18. An agent-based algorithm exploiting multiple local dissimilarities for clusters mining and knowledge discovery
Author(s): Filippo Maria Bianchi, Enrico Maiorino, Lorenzo Livi, Antonello Rizzi
Pages: 1347-1369

Neural Networks, Volume 87, Pages 1-160, March 2017

1. Reaction times in visual search can be explained by a simple model of neural synchronization   
Author(s): Yakov Kazanovich, Roman Borisyuk
Pages: 1-7

2. An empirical model of activity in macaque inferior temporal cortex   
Author(s): Salman Khan, Bryan Tripp
Pages: 8-21

3. On global exponential stability of positive neural networks with time-varying delay  
Author(s): Le Van Hien
Pages: 22-26

4. Cognitive memory and mapping in a brain-like system for robotic navigation   
Author(s): Huajin Tang, Weiwei Huang, Aditya Narayanamoorthy, Rui Yan
Pages: 27-37

5. Towards solving the hard problem of consciousness: The varieties of brain resonances and the conscious experiences that they support   
Author(s): Stephen Grossberg
Pages: 38-95

6. A computational model of conditioning inspired by Drosophila olfactory system   
Author(s): Faramarz Faghihi, Ahmed A. Moustafa, Ralf Heinrich, Florentin Wörgötter
Pages: 96-108

7. Fast learning method for convolutional neural networks using extreme learning machine and its application to lane detection   
Author(s): Jihun Kim, Jonghong Kim, Gil-Jin Jang, Minho Lee
Pages: 109-121

8. Controller design for global fixed-time synchronization of delayed neural networks with discontinuous activations   
Author(s): Leimin Wang, Zhigang Zeng, Junhao Hu, Xiaoping Wang
Pages: 122-131

9. Constructing a meta-tracker using Dropout to imitate the behavior of an arbitrary black-box tracker   
Author(s): Kourosh Meshgi, Shin-ichi Maeda, Shigeyuki Oba, Shin Ishii
Pages: 132-148

10. Global exponential stability and dissipativity of generalized neural networks with time-varying delay signals   
Author(s): R. Manivannan, R. Samidurai, Jinde Cao, Ahmed Alsaedi, Fuad E. Alsaadi
Pages: 149-159

IEEE Transactions on Neural Networks and Learning Systems, Volume 28, Issue 3, March 2017

1. Guest Editorial: Special Issue on New Developments in Neural Network Structures for Signal Processing, Autonomous Decision, and Adaptive Control
Author(s): Yong-Duan Song; Frank L. Lewis; Marios Polycarpou; Danil Prokhorov; Dongbin Zhao
Page(s): 494 - 499

2. Value and Policy Iterations in Optimal Control and Adaptive Dynamic Programming
Author(s): Dimitri P. Bertsekas
Page(s): 500 - 509

3. Machine Learning Capabilities of a Simulated Cerebellum
Author(s): Matthew Hausknecht; Wen-Ke Li; Michael Mauk; Peter Stone
Page(s): 510 - 522

4. Railway Track Circuit Fault Diagnosis Using Recurrent Neural Networks
Author(s): Tim de Bruin; Kim Verbert; Robert Babuška
Page(s): 523 - 533

5. Neural Network-Based Solutions for Stochastic Optimal Control Using Path Integrals
Author(s): Karthikeyan Rajagopal; Sivasubramanya Nadar Balakrishnan; Jerome R. Busemeyer
Page(s): 534 - 545

6. Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines
Author(s): Nuri Denizcan Vanli; Muhammed O. Sayin; Ibrahim Delibalta; Suleyman Serdar Kozat
Page(s): 546 - 558

7. Adaptive Fault-Tolerant Synchronization Control of a Class of Complex Dynamical Networks With General Input Distribution Matrices and Actuator Faults
Author(s): Xiao-Jian Li; Guang-Hong Yang
Page(s): 559 - 569

8. Cluster Synchronization on Multiple Nonlinearly Coupled Dynamical Subnetworks of Complex Networks With Nonidentical Nodes
Author(s): Lili Zhou; Chunhua Wang; Sichun Du; Ling Zhou
Page(s): 570 - 583

9. Air-Breathing Hypersonic Vehicle Tracking Control Based on Adaptive Dynamic Programming
Author(s): Chaoxu Mu; Zhen Ni; Changyin Sun; Haibo He
Page(s): 584 - 598

. LQR-Based Optimal Distributed Cooperative Design for Linear Discrete-Time Multiagent Systems
Author(s): Huaguang Zhang; Tao Feng; Hongjing Liang; Yanhong Luo
Page(s): 599 - 611

11. Synchronization of Arbitrarily Switched Boolean Networks
Author(s): Hongwei Chen; Jinling Liang; Tingwen Huang; Jinde Cao
Page(s): 612 - 619

12. A Two-Time-Scale Neurodynamic Approach to Constrained Minimax Optimization
Author(s): Xinyi Le; Jun Wang
Page(s): 620 - 629

13. Finite-Time State Estimation for Coupled Markovian Neural Networks With Sensor Nonlinearities
Author(s): Zhuo Wang; Yong Xu; Renquan Lu; Hui Peng
Page(s): 630 - 638

14. Approximate Optimal Control of Affine Nonlinear Continuous-Time Systems Using Event-Sampled Neurodynamic Programming
Author(s): Avimanyu Sahoo; Hao Xu; Sarangapani Jagannathan
Page(s): 639 - 652

15. Deep Direct Reinforcement Learning for Financial Signal Representation and Trading
Author(s): Yue Deng; Feng Bao; Youyong Kong; Zhiquan Ren; Qionghai Dai
Page(s): 653 - 664

16. A Telescopic Binary Learning Machine for Training Neural Networks
Author(s): Mauro Brunato; Roberto Battiti
Page(s): 665 - 677

17. Fraction Dynamic-Surface-Based Neuroadaptive Finite-Time Containment Control of Multiagent Systems in Nonaffine Pure-Feedback Form
Author(s): Yujuan Wang; Yongduan Song
Page(s): 678 - 689

18. Deep Neural Network for Structural Prediction and Lane Detection in Traffic Scene
Author(s): Jun Li; Xue Mei; Danil Prokhorov; Dacheng Tao
Page(s): 690 - 703

19. Off-Policy Integral Reinforcement Learning Method to Solve Nonlinear Continuous-Time Multiplayer Nonzero-Sum Games
Author(s): Ruizhuo Song; Frank L. Lewis; Qinglai Wei
Page(s): 704 - 713

20. Iterative Adaptive Dynamic Programming for Solving Unknown Nonlinear Zero-Sum Game Based on Online Data
Author(s): Yuanheng Zhu; Dongbin Zhao; Xiangjun Li
Page(s): 714 - 725

21. Adaptive Output Neural Network Control for a Class of Stochastic Nonlinear Systems With Dead-Zone Nonlinearities
Author(s): Li-Bing Wu; Guang-Hong Yang
Page(s): 726 - 739

22. Sampled-Data Synchronization Analysis of Markovian Neural Networks With Generally Incomplete Transition Rates
Author(s): Huaguang Zhang; Junyi Wang; Zhanshan Wang; Hongjing Liang
Page(s): 740 - 752

23. Model-Based Reinforcement Learning for Infinite-Horizon Approximate Optimal Tracking
Author(s): Rushikesh Kamalapurkar; Lindsey Andrews; Patrick Walters; Warren E. Dixon
Page(s): 753 - 758

24. Dual RBFNNs-Based Model-Free Adaptive Control With Aspen HYSYS Simulation
Author(s): Yuanming Zhu; Zhongsheng Hou; Feng Qian; Wenli Du
Page(s): 759 - 765

25. Exponential Stability of Complex-Valued Memristive Recurrent Neural Networks
Author(s): Huamin Wang; Shukai Duan; Tingwen Huang; Lidan Wang; Chuandong Li
Page(s): 766 - 771

Tuesday, February 14, 2017

Soft Computing, Volume 21, Number 4, February 2017

1) Efficient influence maximization under TSCM: a suitable diffusion model in online social networks
Author(s): Yadong Qin, Jun Ma & Shuai Gao
Pages: 827-838

2) Rough approximations based on soft binary relations and knowledge bases
Author(s): Zhaowen Li, Ningxin Xie & Ninghua Gao
Pages: 839-852

3) Cut approach to invariance groups of lattice-valued functions
Author(s): Eszter K. Horváth, Branimir Šešelja & Andreja Tepavčević
Pages: 853-859

4) An alternative hypervolume-based selection mechanism for multi-objective evolutionary algorithms
Author(s): Adriana Menchaca-Mendez & Carlos A. Coello Coello
Pages: 861-884

5) A dynamic multi-objective evolutionary algorithm using a change severity-based adaptive population management strategy
Author(s): Radhia Azzouz, Slim Bechikh & Lamjed Ben Said
Pages: 885-906

6) Self-adaptive trust management based on game theory in fuzzy large-scale networks
Author(s): He Fang, Li Xu & Xinyi Huang
Pages: 907-921

7) Research on gateway deployment of WMN based on maximum coupling subgraph and PSO algorithm
Author(s): Yang Li, Shuqiang Huang, Rensheng Fan, Zhen Zhang & Yuyu Zhou
Pages: 923-933

8) An optimized video synopsis algorithm and its distributed processing model
Author(s): Longxin Lin, Weiwei Lin, Weijun Xiao & Sibin Huang
Pages: 935-947

9) Solving the multi-objective path planning problem in mobile robotics with a firefly-based approach
Author(s): Alejandro Hidalgo-Paniagua, Miguel A. Vega-Rodríguez, Joaquín Ferruz & Nieves Pavón
Pages: 949-964

10) A type-2 fuzzy logic recommendation system for adaptive teaching
Author(s): Khalid Almohammadi, Hani Hagras, Bo Yao, Abdulkareem Alzahrani, Daniyal Alghazzawi & Ghadah Aldabbagh
Pages: 965-979

11) Novel discrete differential evolution methods for virtual tree pruning optimization
Author(s): Damjan Strnad & Štefan Kohek
Pages: 981-993

12) Evaluation of the hotels e-services quality under the user’s experience
Author(s): Ramón Alberto Carrasco, Juan Sánchez-Fernández, Francisco Muñoz-Leiva, María Francisca Blasco & Enrique Herrera-Viedma
Pages: 995-1011

13) Fuzzy record values
Author(s): M. G. H. Akbari & M. Chahkandi
Pages: 1013-1020

14) Uni-soft structure applied to ordered semigroups
Author(s): Asghar Khan, Raees Khan & Young Bae Jun
Pages: 1021-1030

15) Performance of a novel evolutionary genetic-based multi-user detector for multi-carrier CDMA communication systems
Author(s): Yung-Fa Huang, Tan-Hsu Tan, Chia-Hsin Cheng, Wei-Chen Lai & Hsing-Chung Chen
Pages: 1031-1039

16) An uncertain furniture production planning problem with cumulative service levels
Author(s): Guoqing Yang, Wansheng Tang & Ruiqing Zhao
Pages: 1041-1055

17) Power series methods of summability for series of fuzzy numbers and related Tauberian Theorems
Author(s): Sefa Anıl Sezer & İbrahim Çanak
Pages: 1057-1064

18) Ensemble bayesian networks evolved with speciation for high-performance prediction in data mining
Author(s): Kyung-Joong Kim & Sung-Bae Cho

19) Uncertainty measures of rough sets based on discernibility capability in information systems
Author(s): Shuhua Teng, Fan Liao, Yanxin Ma, Mi He & Yongjian Nian
Pages: 1081-1096

Review for 13 February 2017

Below are some of the interesting links I Tweeted about recently.

  1. "Reply all" must be the worst "feature" in the history of software:
  2. Robots might be able to do most of what humans do, but they still can't love our kids: 
  3. An ANN-based tool that colours line art: 
  4. Possible applications of AI in education: 
  5. Current leading R-packages for machine learning: 
  6. Using AI to find security vulnerabilities in software: 
  7. Searching for photos by their contents: 
  8. Google releases its visual machine learning database: 
  9. AI and robots could replace 250k British public-sector jobs: 
  10. Three reasons deep learning works so well: 
  11. Who monitors the ethics of an AI? 
  12. Can AI learn to detect fake news (not the Trumpian kind of fake news, the actually not true kind)? 
  13. This isn't "zoom and enhance"-the ANN is inventing detail that isn't there, it's making stuff up: 
  14. An app that uses ANN to tweak selfies: 
  15. 5 free introductory courses on AI: 
  16. List of 52 machine learning API: 
  17. AI does need some ethics, but I am not sure that government regulation is the way to do it: 
  18. A basic introduction to k-means clustering: 
  19. Do AIs cooperate or compete when playing games? 
  20. Stock trading entirely by AI: 
  21. How old does Amazon's AI think you are?

Wednesday, February 8, 2017

Soft Computing, Volume 21, Number 3, February 2017

1) Special issue on Mexican International Conference on Artificial Intelligence, MICAI 2014 and 2015
Author(s): Hiram Ponce, Miguel González-Mendoza, Ma. Lourdes Martínez-Villaseñor
Pages: 555-556

2) Bagging-TPMiner: a classifier ensemble for masquerader detection based on typical objects
Author(s): Miguel Angel Medina-Pérez, Raúl Monroy, J. Benito Camiña & Milton García-Borroto
Pages: 557-569

3) ANFIS and MPC controllers for a reconfigurable lower limb exoskeleton
Author(s): Carlos A. Rodriguez, Pedro Ponce, Arturo Molina
Pages: 571-584

4) Cross-domain deception detection using support vector networks
Author(s): Ángel Hernández-Castañeda, Hiram Calvo, Alexander Gelbukh & Jorge J. García Flores
Pages: 585-595

5) Closed determination of the number of neurons in the hidden layer of a multi-layered perceptron network
Author(s): Angel Kuri-Morales
Pages: 597-609

6) Segmentation of carbon nanotube images through an artificial neural network
Author(s): María Celeste Ramírez Trujillo, Teresa E. Alarcón, Oscar S. Dalmau & Adalberto Zamudio Ojeda
Pages: 611-625

7) Application of the distributed document representation in the authorship attribution task for small corpora
Author(s): Juan-Pablo Posadas-Durán, Helena Gómez-Adorno, Grigori Sidorov, Ildar Batyrshin, David Pinto & Liliana Chanona-Hernández
Pages: 627-639

8) A 3-SPS-1S parallel robot-based laser sensing for applications in precision agriculture
Author(s): Ricardo Zavala-Yoe, Ricardo A. Ramírez-Mendoza, Silverio García-Lara
Pages: 641-650

9) A methodology based on Deep Learning for advert value calculation in CPM, CPC and CPA networks
Author(s): Luis Miralles-Pechuán, Dafne Rosso, Fernando Jiménez, Jose M. García
Pages: 651-665

10) Interval type-2 fuzzy logic for dynamic parameter adaptation in the bat algorithm
Author(s): Jonathan Perez, Fevrier Valdez, Oscar Castillo, Patricia Melin, Claudia Gonzalez & Gabriela Martinez
Pages: 667-685

11) A new class of BL-algebras
Author(s): Somayeh Motamed, Lida Torkzadeh
Pages: 687-698

12) Third-order reciprocally convex approach to stability of fuzzy cellular neural networks under impulsive perturbations
Author(s): Cheng-De Zheng, Yongjin Xian, Zhanshan Wang
Pages: 699-720

13) An experimental analysis of a new two-stage crossover operator for multiobjective optimization
Author(s): K. Liagkouras, K. Metaxiotis
Pages: 721-751

14) An intelligent character recognition method to filter spam images on cloud
Author(s): Jun Chen, Hong Zhao, Jufeng Yang, Jian Zhang, Tao Li, Kai Wang
Pages: 753-763

15) Social media as sensor in real world: movement trajectory detection with microblog
Author(s): Xueqin Sui, Zhumin Chen, Lei Guo, Kai Wu, Jun Ma, Guanghui Wang
Pages: 765-779

16) A multiagent evolutionary algorithm with direct and indirect combined representation for constraint satisfaction problems
Author(s): Xingxing Hao, Jing Liu
Pages: 781-793

17) Distributed steganalysis of compressed speech
Author(s): Hui Tian, Yanpeng Wu, Yiqiao Cai, Yongfeng Huang, Jin Liu, Tian Wang, Yonghong Chen & Jing Lu
Pages: 795-804

18) A two-agent single-machine scheduling problem to minimize the total cost with release dates
Author(s): Du-Juan Wang, Yunqiang Yin, Wen-Hsiang Wu, Wen-Hung Wu, Chin-Chia Wu & Peng-Hsiang Hsu
Pages: 805-816

19) Single-valued neutrosophic similarity measures based on cotangent function and their application in the fault diagnosis of steam turbine
Author(s): Jun Ye
Pages: 817-825

Friday, February 3, 2017

Review for 3 February 2017

Below are some of the interesting links I Tweeted about recently.

  1. Finding exploits in AIs:
  2. Ways of integrating machine learning into chatbots:
  3. Paper on finding exploits in AIs: 
  4. Looks like Beall's lists were forced offline by legal threats: 
  5. Counting crowds with deep learning: 
  6. 5 big data trends shaping AI this year: 
  7. Is Google going to bring machine learning to the Raspberry Pi? 
  8. A deep learning convolutional ANN can identify skin cancer as well as a dermatologist: 
  9. Sounds like Bayesian search theory-using swarm AI for market research: 
  10. The poker-playing AI is getting better: 
  11. Brief overview of AI in chatbots: 
  12. Calls for an independent watchdog group to prevent discriminatory uses of AI: 
  13. I've been saying this for years-you can't put bad data into a good algorithm and expect a good model: 
  14. Using ANN to manipulate images of peoples' faces: 
  15. A cheat-sheet for manipulating data in Python using Pandas: 
  16. Where is DeepMind's AI ethics board? 
  17. How scientists use social media:
  18. How will the courts deal with AI? 
  19. 6 areas of AI & ML to watch: 
  20. Sounds like we need more standards like FuzzyML: 
  21. Using machine learning to decipher the ancient Indus script: 
  22. Kinda embarressed that my country gave this guy citizenship: 
  23. IBM's PowerAI ML framework now has support for TensorFlow: 
  24. Putting an intelligent machine in its place: 
  25. 5 big data trends shaping AI in 2017: 
  26. An AI is now beating Poker champions: 
  27. What we should do to avoid an AI-catastrophe, according to Elon Musk: 
  28. Why deep learning? 
  29. List of140 formulae related to machine learning: 
  30. An AI that diagnoses cataracts as well as opthamologists do: 
  31. Facebook's approach to evaluating general AI: 
  32. Not so much a boycott for me, more too scared to set foot in the USA as a foreigner with that nutter in charge:

Thursday, February 2, 2017

IEEE Transactions on Neural Networks and Learning Systems; Volume 28, Issue 2, February 2017

1. Hierarchical Change-Detection Tests
Author(s): Cesare Alippi; Giacomo Boracchi; Manuel Roveri
Page(s): 246 - 258

2. Stability Analysis of Neural Networks With Two Delay Components Based on Dynamic Delay Interval Method
Author(s): Huaguang Zhang; Qihe Shan; Zhanshan Wang
Page(s): 259 - 267

3. Asynchronous Dissipative State Estimation for Stochastic Complex Networks With Quantized Jumping Coupling and Uncertain Measurements
Author(s): Yong Xu; Renquan Lu; Hui Peng; Kan Xie; Anke Xue
Page(s): 268 - 277

4. A Locality-Constrained and Label Embedding Dictionary Learning Algorithm for Image Classification
Author(s): Zhengming Li; Zhihui Lai; Yong Xu; Jian Yang; David Zhang
Page(s): 278 - 293

5. Asymmetric Actuator Backlash Compensation in Quantized Adaptive Control of Uncertain Networked Nonlinear Systems
Author(s): Guanyu Lai; Zhi Liu; Yun Zhang; Chun Lung Philip Chen; Shengli Xie
Page(s): 294 - 307

6. A Graph-Embedding Approach to Hierarchical Visual Word Mergence
Author(s): Lei Wang; Lingqiao Liu; Luping Zhou
Page(s): 308 - 320

7. Identification and Control for Singularly Perturbed Systems Using Multitime-Scale Neural Networks
Author(s): Dongdong Zheng; Wen-Fang Xie; Xuemei Ren; Jing Na
Page(s): 321 - 333

8. Out-of-Sample Extensions for Non-Parametric Kernel Methods
Author(s): Binbin Pan; Wen-Sheng Chen; Bo Chen; Chen Xu; Jianhuang Lai
Page(s): 334 - 345

9. Extended Dissipative State Estimation for Markov Jump Neural Networks With Unreliable Links
Author(s): Hao Shen; Yanzheng Zhu; Lixian Zhang; Ju H. Park
Page(s): 346 - 358

10. A Novel Twin Support-Vector Machine With Pinball Loss
Author(s): Yitian Xu; Zhiji Yang; Xianli Pan
Page(s): 359 - 370

11. Closed-Loop Modulation of the Pathological Disorders of the Basal Ganglia Network
Author(s): Chen Liu; Jiang Wang; Huiyan Li; Meili Lu; Bin Deng; Haitao Yu; Xile Wei; Chris Fietkiewicz; Kenneth A. Loparo
Page(s): 371 - 382

12. QRNN: q-Generalized Random Neural Network
Author(s): Dusan Stosic; Darko Stosic; Cleber Zanchettin; Teresa Ludermir; Borko Stosic
Page(s): 383 - 390

13. Growing Echo-State Network With Multiple Subreservoirs
Author(s): Junfei Qiao; Fanjun Li; Honggui Han; Wenjing Li
Page(s): 391 - 404

14. A Scoring Scheme for Online Feature Selection: Simulating Model Performance Without Retraining
Author(s): Debarka Sengupta; Sanghamitra Bandyopadhyay; Debajyoti Sinha
Page(s): 405 - 414

15. Distributed Recurrent Neural Networks for Cooperative Control of Manipulators: A Game-Theoretic Perspective
Author(s): Shuai Li; Jinbo He; Yangming Li; Muhammad Usman Rafique
Page(s): 415 - 426

16. Graph Theory-Based Pinning Synchronization of Stochastic Complex Dynamical Networks
Author(s): Xiao-Jian Li; Guang-Hong Yang
Page(s): 427 - 437

17. Learning a Coupled Linearized Method in Online Setting
Author(s): Wei Xue; Wensheng Zhang
Page(s): 438 - 450

18. Cross-Modality Feature Learning Through Generic Hierarchical Hyperlingual-Words
Author(s): Ming Shao; Yun Fu
Page(s): 451 - 463

19. Identification of Boolean Networks Using Premined Network Topology Information
Author(s): Xiaohua Zhang; Huaxiang Han; Weidong Zhang
Page(s): 464 - 469

20. A Proposal for Local k Values for k-Nearest Neighbor Rule
Author(s): Nicolás García-Pedrajas; Juan A. Romero del Castillo; Gonzalo Cerruela-García
Page(s): 470 - 475

21. Impulsive Effects and Stability Analysis on Memristive Neural Networks With Variable Delays
Author(s): Shukai Duan; Huamin Wang; Lidan Wang; Tingwen Huang; Chuandong Li
Page(s): 476 - 481

22. Neural Network-Based DOBC for a Class of Nonlinear Systems With Unmatched Disturbances
Author(s): Haibin Sun; Lei Guo
Page(s): 482 - 489

Tuesday, January 31, 2017

Soft Computing, Volume 21, Issue 2, January 2017

1) Editorial: Special issue on soft computing for knowledge management and web applications
Author(s): Chang-Shing Lee & Hung-Yu Kao
Pages: 281–282

2) Particle swarm optimization algorithm with environmental factors for clustering analysis
Author(s): Wei Song, Wei Ma & Yingying Qiao
Pages: 283-293

3) Heuristic procedures for improving the predictability of a genetic programming financial forecasting algorithm
Author(s): Michael Kampouridis & Fernando E. B. Otero
Pages: 295-310

4) Exploring lexical, syntactic, and semantic features for Chinese textual entailment in NTCIR RITE evaluation tasks
Author(s): Wei-Jie Huang & Chao-Lin Liu
Pages: 311-330

5) An empirical study on evaluating basic characteristics and adaptability to users of a preventive care system with learning communication robots
Author(s): Daisuke Kitakoshi, Takuya Okano & Masato Suzuki
Pages: 331-351

6) Feature-driven linguistic-based entity matching in linked data with application in pharmacy
Author(s): Parisa D. Hossein Zadeh, Mahsa D. Hossein Zadeh & Marek Z. Reformat
Pages: 353-368

7) Ontologies in engineering: the OntoDB/OntoQL platform
Author(s): Yamine Ait-Ameur, Mickaël Baron, Ladjel Bellatreche, Stéphane Jean & Eric Sardet
Pages: 369-389

8) A semantic frame-based intelligent agent for topic detection
Author(s): Yung-Chun Chang, Yu-Lun Hsieh, Cen-Chieh Chen & Wen-Lian Hsu
Pages: 391-401

9) SLMBC: spiral life cycle model-based Bayesian classification technique for efficient software fault prediction and classification
Author(s): Rajaganapathy Chinna Gounder Dhanajayan & Subramani Appavu Pillai
Pages: 403-415

10) A trust model for recommender agent systems
Author(s): Elham Majd & Vimala Balakrishnan
Pages: 417-433

11) A novel path planning algorithm based on plant growth mechanism
Author(s): Yaoming Zhou, Yongchao Wang, Xuzhi Chen, Lei Zhang & Kan Wu
Pages: 435-445

12) Seam warping: a new approach for image retargeting for small displays
Author(s): Lixia Zhang, Kangshun Li, Zhaoming Ou & Fubin Wang
Pages: 447-457

13) New third-order Newton-like method with lower iteration number and lower TNFE
Author(s): Pantelimon George Popescu, Radu Poenaru & Florin Pop
Pages: 459-466

14) A three-stage global optimization method for server selection in content delivery networks
Author(s): Ting Wang, Junde Song & Meina Song
Pages: 467-475

15) Nature-inspired metaheuristic multivariate adaptive regression splines for predicting refrigeration system performance
Author(s): Min-Yuan Cheng, Jui-Sheng Chou & Minh-Tu Cao
Pages: 477-489

16) Modified EMG-based handgrip force prediction using extreme learning machine
Author(s): Hongxin Cao, Shouqian Sun & Kejun Zhang
Pages: 491-500

17) Finite life span for improving the selection scheme in evolution strategies
Author(s): Ali Ahrari & Oliver Kramer
Pages: 501-513

18) Loss evaluation analysis of illegal attack in SCSKP
Author(s): Peng Zhang, Lei Liu, Rui Zhang & Guangli Li
Pages: 515-524

19) Day-ahead electricity price forecasting using WPT, GMI and modified LSSVM-based S-OLABC algorithm
Author(s): H. Shayeghi, A. Ghasemi, M. Moradzadeh & M. Nooshyar
Pages: 525-541

20) Hypoglycemia detection: multiple regression-based combinational neural logic approach
Author(s): Sai Ho Ling, Phyo Phyo San, Hak Keung Lam & Hung T. Nguyen
Pages: 543-553

Tuesday, January 24, 2017

Review for 24 January 2016

Below are some of the interesting links I Tweeted about recently.

  1. Strategies to increase the participation of women in computer science:
  2. How to apply machine learning to business problems: 
  3. And, where to apply machine learning first in business:
  4. A beginner's guide to chatbots: 
  5. How to stay competitive in the business of machine learning: 
  6. Guide to statistical hypothesis testing: 
  7. Generative Adversarial Networks: 
  8. List of tools for building chatbots: 
  9. Introduction to how to do big data with Python: 
  10. Deep learning on low-power chips: 
  11. Support vector machines in R: 
  12. White collar workers are already losing their jobs to AI:
  13. This is troubling - a valuable resource is off-line. I hope legal bullying was not behind this:
  14. Biased data sets produce biased models which produce biased predictions. That's a fundamental of machine learning:
  15. 3 guiding principles for an ethical AI: 
  16. We're not ready for the enormous displacement of jobs that will be caused by automation & AI: 
  17. Companies need an AI strategy if employees are to get behind roll-out of AI: 
  18. Using AI to estimate repair costs in car insurance claims: 
  19. Applying ANN based style transfer to a movie: 
  20. How to build your research output in one hour per day: 
  21. Deep learning applied to natural language processing: 
  22. AI created by AI: … We're doomed.
  23. AI is having a huge impact on retail: 
  24. Deep learning is getting faster and cheaper: 
  25. Battle of the chatbots:
  26. Automated machine learning:
  27. Predicting mortality of cardiac patients:
  28. Inter-disciplinary research can take a long time to publish: I know this from my own research.
  29. Research is needed at universities, but the undergrads are paying to be taught:
  30. How scientists use social media:
  31. AI will put managers out of work before skilled workers: 
  32. Machine learning might soon displace radiologists and pathologists: 
  33. Introducing ethics into AI: