Submission deadline for the 2022 IEEE World Congress on Computational Intelligence (IEEE WCCI 2022) is approaching January 15th

The submission deadline for the 2022 IEEE World Congress on Computational Intelligence (IEEE WCCI 2022) is approaching (January 15th, 2022). Submit your paper! https://wcci2022.org/calls/

International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2022) deadline is approaching (January 14th, 2022)

The submission deadline for the 19th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2022) is approaching (January 14th, 2022). Submit your paper! https://ipmu2022.disco.unimib.it/

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 5, Number 5, October 2021

1) A Survey on Neural Network Interpretability

Author(s): Yu Zhang; Peter Tiňo; Aleš Leonardis; Ke Tang

Pages: 726 - 742

2) Design of In-Situ Learning Bidirectional Associative Memory Neural Network Circuit With Memristor Synapse

Author(s): Jichen Shi; Zhigang Zeng

Pages: 743 - 754

3) Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks

Author(s): Eirini Troullinou; Grigorios Tsagkatakis; Spyridon Chavlis; Gergely F. Turi; Wenke Li; Attila Losonczy; Panagiotis Tsakalides; Panayiota Poirazi

Pages: 755 - 767

4) Neural Network Training for Uncertainty Quantification Over Time-Range

Author(s): H. M. Dipu Kabir; Abbas Khosravi; Saeid Nahavandi; Dipti Srinivasan

Pages: 768 - 779

5) Forecasting Fluctuations in the Financial Index Using a Recurrent Neural Network Based on Price Features

Author(s): Yu-Fei Lin; Tzu-Ming Huang; Wei-Ho Chung; Yeong-Luh Ueng

Pages: 780 - 791

6) Discrete Multiplierless Implementation of Fractional Order Hindmarsh–Rose Model

Author(s): S. A. Malik; A. H. Mir

Pages: 792 - 802

7) A Novel Ensemble Deep Learning Approach for Sleep-Wake Detection Using Heart Rate Variability and Acceleration

Author(s): Zhenghua Chen; Min Wu; Kaizhou Gao; Jiyan Wu; Jie Ding; Zeng Zeng; Xiaoli Li

Pages: 803 - 812

8) HAR-Depth: A Novel Framework for Human Action Recognition Using Sequential Learning and Depth Estimated History Images

Author(s): Suraj Prakash Sahoo; Samit Ari; Kamalakanta Mahapatra; Saraju P. Mohanty

Pages: 813 - 825

9) Decomposition Based Multi-Objective Variable Neighborhood Descent Algorithm for Logistics Dispatching

Author(s): Yu-Lin Lan; Fagui Liu; Wing W. Y. Ng; Jun Zhang; Mengke Gui

Pages: 826 - 839

10) IntelligentCrowd: Mobile Crowdsensing via Multi-Agent Reinforcement Learning

Author(s): Yize Chen; Hao Wang

Pages: 840 - 845

11) Some Generalized Integrals Applied in Scientometrics and Related Evaluation

Author(s): LeSheng Jin; Radko Mesiar; Andrea Stupňanová; Ronald R. Yager

Pages: 846 - 853

12) An Intelligent Type-2 Fuzzy Stabilization of Multi-DC Nano Power Grids

Author(s): Mahdi Mosayebi; Meysam Gheisarnejad; Mohammad-Hassan Khooban

Pages: 854 - 859

 

IEEE membership puts you in control of your career. Save 50% on IEEE student membership today using code FUTURE50

IEEE membership puts you in control of your career. Save 50% on IEEE student membership today using code FUTURE50. #IEEEStudents #FUTURE50 https://bit.ly/3khVddj

IEEE Transactions on Neural Networks and Learning Systems, Volume 32, Number 11, November 2021

1) New Insights Into Drug Repurposing for COVID-19 Using Deep Learning

Author(s): Chun Yen Lee; Yi-Ping Phoebe Chen

Pages: 4770 - 4780

2) AANet: Adaptive Attention Network for COVID-19 Detection From Chest X-Ray Images

Author(s): Zhijie Lin; Zhaoshui He; Shengli Xie; Xu Wang; Ji Tan; Jun Lu; Beihai Tan

Pages: 4781 - 4792

3) A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

Author(s): Erico Tjoa; Cuntai Guan

Pages: 4793 - 4813

4) Internal Feature Selection Method of CSP Based on L1-Norm and Dempster–Shafer Theory

Author(s): Jing Jin; Ruocheng Xiao; Ian Daly; Yangyang Miao; Xingyu Wang; Andrzej Cichocki

Pages: 4814 - 4825

5) Extending the Morphological Hit-or-Miss Transform to Deep Neural Networks

Author(s): Muhammad Aminul Islam; Bryce Murray; Andrew Buck; Derek T. Anderson; Grant J. Scott; Mihail Popescu; James Keller

Pages: 4826 - 4838

6) Graph-Based Function Perturbation Analysis for Observability of Multivalued Logical Networks

Author(s): Shuling Wang; Haitao Li

Pages: 4839 - 4848

7) An Efficient Parameter-Free Learning Automaton Scheme

Author(s): Chong Di; Qilian Liang; Fangqi Li; Shenghong Li; Fucai Luo

Pages: 4849 - 4863

8) Incremental Unsupervised Domain-Adversarial Training of Neural Networks

Author(s): Antonio-Javier Gallego; Jorge Calvo-Zaragoza; Robert B. Fisher

Pages: 4864 - 4878

9) Discrete-Time H2 Neural Control Using Reinforcement Learning

Author(s): Adolfo Perrusquía; Wen Yu

Pages: 4879 - 4889

10) Low-Cost Approximation-Based Adaptive Tracking Control of Output-Constrained Nonlinear Systems

Author(s): Kai Zhao; Yongduan Song; Wenchao Meng; C. L. Philip Chen; Long Chen

Pages: 4890 - 4900

11) A Bilevel Learning Model and Algorithm for Self-Organizing Feed-Forward Neural Networks for Pattern Classification

Author(s): Hong Li; Li Zhang

Pages: 4901 - 4915

12) Synchronization of Inertial Neural Networks With Time-Varying Delays via Quantized Sampled-Data Control

Author(s): Xinyu Zhong; Yanbo Gao

Pages: 4916 - 4930

13) Prescribed Performance Adaptive Neural Compensation Control for Intermittent Actuator Faults by State and Output Feedback

Author(s): Yongqiang Nai; Qingyu Yang; Zongze Wu

Pages: 4931 - 4945

14) Cumulative Permuted Fractional Entropy and its Applications

Author(s): Boyi Zhang; Pengjian Shang

Pages: 4946 - 4955

15) Manifold Learning Based on Straight-Like Geodesics and Local Coordinates

Author(s): Zhengming Ma; Zengrong Zhan; Zijian Feng; Jiajing Guo

Pages: 4956 - 4970

16) Recursive Variable Projection Algorithm for a Class of Separable Nonlinear Models

Author(s): Min Gan; Yu Guan; Guang-Yong Chen; C. L. Philip Chen

Pages: 4971 - 4982

17) Multiple Kernel k-Means Clustering by Selecting Representative Kernels

Author(s): Yaqiang Yao; Yang Li; Bingbing Jiang; Huanhuan Chen

Pages: 4983 - 4996

18) Masked Autoencoder for Distribution Estimation on Small Structured Data Sets

Author(s): Ahmad Khajenezhad; Hatef Madani; Hamid Beigy

Pages: 4997 - 5007

19) Multimodel Feature Reinforcement Framework Using Moore–Penrose Inverse for Big Data Analysis

Author(s): Wandong Zhang; Q. M. Jonathan Wu; Yimin Yang; Thangarajah Akilan

Pages: 5008 - 5021

20) A Shape-Constrained Neural Data Fusion Network for Health Index Construction and Residual Life Prediction

Author(s): Zhen Li; Jianguo Wu; Xiaowei Yue

Pages: 5022 - 5033

21) Laplacian Pyramid Neural Network for Dense Continuous-Value Regression for Complex Scenes

Author(s): Xuejin Chen; Xiaotian Chen; Yiteng Zhang; Xueyang Fu; Zheng-Jun Zha

Pages: 5034 - 5046

22) Smoothness Regularized Multiview Subspace Clustering With Kernel Learning

Author(s): Chang-Dong Wang; Man-Sheng Chen; Ling Huang; Jian-Huang Lai; Philip S. Yu

Pages: 5047 - 5060

23) Exponential H∞ State Estimation for Memristive Neural Networks: Vector Optimization Approach

Author(s): Ruoxia Li; Jinde Cao

Pages: 5061 - 5071

24) Translation-Invariant Kernels for Multivariable Approximation

Author(s): Věra Kůrková; David Coufal

Pages: 5072 - 5081

25) Revisiting Internal Covariate Shift for Batch Normalization

Author(s): Muhammad Awais; Md. Tauhid Bin Iqbal; Sung-Ho Bae

Pages: 5082 - 5092

26) Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance

Author(s): Jinxing Li; Bob Zhang; Guangming Lu; Yong Xu; Feng Wu; David Zhang

Pages: 5093 - 5107

27) Stability Analysis of Continuous-Time Switched Neural Networks With Time-Varying Delay Based on Admissible Edge-Dependent Average Dwell Time

Author(s): Hui-Ting Wang; Yong He; Chuan-Ke Zhang

Pages: 5108 - 5117

28) Event-Triggered Nonlinear Iterative Learning Control

Author(s): Na Lin; Ronghu Chi; Biao Huang; Zhongsheng Hou

Pages: 5118 - 5128

29) An Improved Nonparallel Support Vector Machine

Author(s): Liming Liu; Maoxiang Chu; Rongfen Gong; Li Zhang

Pages: 5129 - 5143

30) Hybrid Rubbing Fault Identification Using a Deep Learning-Based Observation Technique

Author(s): Alexander E. Prosvirin; Farzin Piltan; Jong-Myon Kim

Pages: 5144 - 5155

31) Decentralized Filtering Adaptive Neural Network Control for Uncertain Switched Interconnected Nonlinear Systems

Author(s): Tong Ma

Pages: 5156 - 5166

32) A Partial-Node-Based Approach to State Estimation for Complex Networks With Sensor Saturations Under Random Access Protocol

Author(s): Nan Hou; Hongli Dong; Zidong Wang; Hongjian Liu

Pages: 5167 - 5178

33) Particle Swarm Optimization Algorithm With Self-Organizing Mapping for Nash Equilibrium Strategy in Application of Multiobjective Optimization

Author(s): Chenhui Zhao; Donghui Guo

Pages: 5179 - 5193

34) Accuracy Versus Simplification in an Approximate Logic Neural Model

Author(s): Junkai Ji; Yajiao Tang; Lijia Ma; Jianqiang Li; Qiuzhen Lin; Zheng Tang; Yuki Todo

Pages: 5194 - 5207

35) Event-Triggered Adaptive Optimal Control With Output Feedback: An Adaptive Dynamic Programming Approach

Author(s): Fuyu Zhao; Weinan Gao; Zhong-Ping Jiang; Tengfei Liu

Pages: 5208 - 5221

36) Finite- and Fixed-Time Cluster Synchronization of Nonlinearly Coupled Delayed Neural Networks via Pinning Control

Author(s): Xin Zhang; Wuneng Zhou; Hamid Reza Karimi; Yuqing Sun

Pages: 5222 - 5231

37) Iterative Learning Model-Free Control for Networked Systems With Dual-Direction Data Dropouts and Actuator Faults

Author(s): Jiannan Chen; Changchun Hua; Xinping Guan

Pages: 5232 - 5240

38) Interval-Based Least Squares for Uncertainty-Aware Learning in Human-Centric Multimedia Systems

Author(s): Manish Narwaria; Aditya Tatu

Pages: 5241 - 5246

39) Concept Factorization With Local Centroids

Author(s): Mulin Chen; Xuelong Li

Pages: 5247 - 5253

40) Distributed Algorithms Involving Fixed Step Size for Mixed Equilibrium Problems With Multiple Set Constraints

Author(s): Kaihong Lu; Qixin Zhu

Pages: 5254 - 5260

IEEE WCCI 2022 Special Session and Workshop Proposals November 15, 2021

The IEEE WCCI 2022 organizing committee invites proposals for workshops to be held in conjunction with the main event. Workshop proposals should be submitted by November 15, 2021 using the form at the following link https://wcci2022.org/call-for-workshops/

IEEE Transactions on Evolutionary Computation, Volume 25, Number 5, October 2021

 1) Guest Editorial Evolutionary Computation Meets Deep Learning

Author(s): Weiping Ding; Witold Pedrycz; Gary G. Yen; Bing Xue

Pages: 810 - 814

2) Evolving Deep Convolutional Variational Autoencoders for Image Classification

Author(s): Xiangru Chen; Yanan Sun; Mengjie Zhang; Dezhong Peng

Pages: 815 - 829

3) AS-NAS: Adaptive Scalable Neural Architecture Search With Reinforced Evolutionary Algorithm for Deep Learning

Author(s): Tong Zhang; Chunyu Lei; Zongyan Zhang; Xian-Bing Meng; C. L. Philip Chen

Pages: 830 - 841

4) Task Allocation on Layered Multiagent Systems: When Evolutionary Many-Objective Optimization Meets Deep Q-Learning

Author(s): Mincan Li; Zidong Wang; Kenli Li; Xiangke Liao; Kate Hone; Xiaohui Liu

Pages: 842 - 855

5) Robust Multimodal Representation Learning With Evolutionary Adversarial Attention Networks

Author(s): Feiran Huang; Alireza Jolfaei; Ali Kashif Bashir

Pages: 856 - 868

6) Convolutional Neural Networks-Based Lung Nodule Classification: A Surrogate-Assisted Evolutionary Algorithm for Hyperparameter Optimization

Author(s): Miao Zhang; Huiqi Li; Shirui Pan; Juan Lyu; Steve Ling; Steven Su

Pages: 869 - 882

7) Evolutionary Deep Fusion Method and its Application in Chemical Structure Recognition

Author(s): Xinyan Liang; Qian Guo; Yuhua Qian; Weiping Ding; Qingfu Zhang

Pages: 883 - 893

8) A Survey on Evolutionary Construction of Deep Neural Networks

Author(s): Xun Zhou; A. K. Qin; Maoguo Gong; Kay Chen Tan

Pages: 894 - 912

9) Adaptive Genetic Algorithm-Aided Neural Network With Channel State Information Tensor Decomposition for Indoor Localization

Author(s): Mu Zhou; Yuexin Long; Weiping Zhang; Qiaolin Pu; Yong Wang; Wei Nie; Wei He

Pages: 913 - 927

10) Two-Stage Evolutionary Neural Architecture Search for Transfer Learning

Author(s): Yu-Wei Wen; Sheng-Hsuan Peng; Chuan-Kang Ting

Pages: 928 - 940

11) A Fast Kriging-Assisted Evolutionary Algorithm Based on Incremental Learning

Author(s): Dawei Zhan; Huanlai Xing

Pages: 941 - 955

12) Fast Immune System-Inspired Hypermutation Operators for Combinatorial Optimization

Author(s): Dogan Corus; Pietro S. Oliveto; Donya Yazdani

Pages: 956 - 970

13) Solving Mixed Pareto-Lexicographic Multiobjective Optimization Problems: The Case of Priority Levels

Author(s): Leonardo Lai; Lorenzo Fiaschi; Marco Cococcioni; Kalyanmoy Deb

Pages: 971 - 985

14) CDE-GAN: Cooperative Dual Evolution-Based Generative Adversarial Network

Author(s): Shiming Chen; Wenjie Wang; Beihao Xia; Xinge You; Qinmu Peng; Zehong Cao; Weiping Ding

Pages: 986 - 1000

15) Empirical Comparison of Search Heuristics for Genetic Improvement of Software

Author(s): Aymeric Blot; Justyna Petke

Pages: 1001 - 1011