The 2021 IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA 2021) will be held virtually between on October 6—9, 2021

The 2021 IEEE International Conference on Data Science and Advanced Analytics (IEEE DSAA 2021) will be held virtually between on October 6—9, 2021. Register now! https://dsaa2021.dcc.fc.up.pt/attending/registration

IEEE Transactions on Evolutionary Computation; Volume 25, Number 4, August 2021

 1) A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part A
Author(s): Danial Yazdani; Ran Cheng; Donya Yazdani; Jürgen Branke; Yaochu Jin; Xin Yao

Pages: 609-629

2) A Survey of Evolutionary Continuous Dynamic Optimization Over Two Decades—Part B

Author(s): Danial Yazdani; Ran Cheng; Donya Yazdani; Jürgen Branke; Yaochu Jin; Xin Yao 

Pages: 630-650

3) Surrogate-Assisted Evolutionary Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling

Author(s): Fangfang Zhang; Yi Mei; Su Nguyen; Mengjie Zhang; Kay Chen Tan

Pages: 651-665

4) Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient

Author(s): Jianyong Sun; Xin Liu; Thomas Bäck; Zongben Xu

Pages: 666-680

5) On the Effect of the Cooperation of Indicator-Based Multiobjective Evolutionary Algorithms

Author(s): Jesús Guillermo Falcón-Cardona; Hisao Ishibuchi; Carlos A. Coello Coello; Michael Emmerich

Pages: 681-695

6) Analysis of Evolutionary Algorithms on Fitness Function With Time-Linkage Property

Author(s): Weijie Zheng; Huanhuan Chen; Xin Yao 

Pages: 696-709

7) Ensemble of Dynamic Resource Allocation Strategies for Decomposition-Based Multiobjective Optimization

Author(s): Jiajun Zhou; Liang Gao; Xinyu Li

Pages: 710-723

8) Large-Scale Evolutionary Multiobjective Optimization Assisted by Directed Sampling

Author(s): Shufen Qin; Chaoli Sun; Yaochu Jin; Ying Tan; Jonathan Fieldsend

Pages: 724-738

9) A Dual-Population-Based Evolutionary Algorithm for Constrained Multiobjective Optimization

Author(s): Mengjun Ming; Anupam Trivedi; Rui Wang; Dipti Srinivasan; Tao Zhang

Pages: 739-753

10) Two-Stage Double Niched Evolution Strategy for Multimodal Multiobjective Optimization

Author(s): Kai Zhang; Chaonan Shen; Gary G. Yen; Zhiwei Xu; Juanjuan He

Pages: 754-768

 

11) Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization

Author(s): Genghui Li; Qingfu Zhang

Pages: 769-778

12) Region Encoding Helps Evolutionary Computation Evolve Faster: A New Solution Encoding Scheme in Particle Swarm for Large-Scale Optimization

Author(s): Jun-Rong Jian; Zong-Gan Chen; Zhi-Hui Zhan; Jun Zhang

Pages: 779-793

 

13) Dual-Surrogate-Assisted Cooperative Particle Swarm Optimization for Expensive Multimodal Problems

Author(s): Xinfang Ji; Yong Zhang; Dunwei Gong; Xiaoyan Sun

Pages: 794-808

 

IEEE Transactions on Evolutionary Computation: Special Issues

Current Special Issues: IEEE TEVC Special Issue on "Benchmarking Sampling-Based Optimization Heuristics: Methodology and Software," Guest Editors: Thomas Bäck, Leiden University, The Netherlands; Carola Doerr, CNRS researcher at LIP6, Sorbonne Université, France; Bernhard Sendhoff, Honda Research Institute Japan Co.; Thomas Stützle, Université libre de Bruxelles (ULB), Belgium. Submission Deadline: September 15, 2021. https://cis.ieee.org/publications/t-evolutionary-computation/tevc-special-issues

IEEE Transactions on Neural Networks and Learning Systems (TNNLS): Volume 32, Issue 8, August 2021.

1) A Layer-Wise Data Augmentation Strategy for Deep Learning Networks and Its Soft Sensor Application in an Industrial Hydrocracking Process

Author(s): Xiaofeng Yuan; Chen Ou; Yalin Wang; Chunhua Yang; Weihua Gui

Pages: 3296 - 3305

2) Dual Attention-Based Encoder–Decoder: A Customized Sequence-to-Sequence Learning for Soft Sensor Development

Author(s): Liangjun Feng; Chunhui Zhao; Youxian Sun

Pages: 3306 - 3317

3) Data-Driven Intelligent Warning Method for Membrane Fouling

Author(s): Xiaolong Wu; Honggui Han; Junfei Qiao

Pages: 3318 - 3329

4) Hierarchical Quality Monitoring for Large-Scale Industrial Plants With Big Process Data

Author(s): Le Yao; Weiming Shao; Zhiqiang Ge

Pages: 3330 - 3341

5) Spatiotemporal Graph Convolution Multifusion Network for Urban Vehicle Emission Prediction

Author(s): Zhenyi Xu; Yu Kang; Yang Cao; Zhijun Li

Pages: 3342 - 3354

6) Local–Global Modeling and Distributed Computing Framework for Nonlinear Plant-Wide Process Monitoring With Industrial Big Data

Author(s): Qingchao Jiang; Shifu Yan; Hui Cheng; Xuefeng Yan

Pages: 3355 - 3365

7) Intelligent Time-Scale Operator-Splitting Integration for Chemical Reaction Systems

Author(s): Yu Zhang; Wenli Du

Pages: 3366 - 3376

8) Iterative Learning Model Predictive Control Based on Iterative Data-Driven Modeling

Author(s): Lele Ma; Xiangjie Liu; Xiaobing Kong; Kwang Y. Lee

Pages: 3377 - 3390

9) Neuroadaptive Fault-Tolerant Control Under Multiple Objective Constraints With Applications to Tire Production Systems

Author(s): Qian Cui; Yujuan Wang; Yongduan Song

Pages: 3391 - 3400

10) RCoNet: Deformable Mutual Information Maximization and High-Order Uncertainty-Aware Learning for Robust COVID-19 Detection

Author(s): Shunjie Dong; Qianqian Yang; Yu Fu; Mei Tian; Cheng Zhuo

Pages: 3401 - 3411

11) Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review

Author(s): Ying Li; Lingfei Ma; Zilong Zhong; Fei Liu; Michael A. Chapman; Dongpu Cao; Jonathan Li

Pages: 3412 - 3432

12) Real-Time Indoor Localization for Smartphones Using Tensor-Generative Adversarial Nets

Author(s): Xiao-Yang Liu; Xiaodong Wang

Pages: 3433 - 3443

13) Achieving Fair Load Balancing by Invoking a Learning Automata-Based Two-Time-Scale Separation Paradigm

Author(s): Anis Yazidi; Ismail Hassan; Hugo L. Hammer; B. John Oommen

Pages: 3444 - 3457

14) Learning to Learn Adaptive Classifier–Predictor for Few-Shot Learning

Author(s): Nan Lai; Meina Kan; Chunrui Han; Xingguang Song; Shiguang Shan

Pages: 3458 - 3470

15) Context-Aware Learning for Generative Models

Author(s): Serafeim Perdikis; Robert Leeb; Ricardo Chavarriaga; José del R. Millán

Pages: 3471 - 3483

16) Adaptive Fusion of Heterogeneous Manifolds for Subspace Clustering

Author(s): Boyue Wang; Yongli Hu; Junbin Gao; Yanfeng Sun; Fujiao Ju; Baocai Yin

Pages: 3484 - 3497

17) Practical Multisource Transfer Regression With Source–Target Similarity Captures

Author(s): Pengfei Wei; Ramon Sagarna; Yiping Ke; Yew-Soon Ong

Pages: 3498 - 3509

18) Stability Analysis of the Modified Levenberg–Marquardt Algorithm for the Artificial Neural Network Training

Author(s): José de Jesús Rubio

Pages: 3510 - 3524

19) Long-Tailed Characteristic of Spiking Pattern Alternation Induced by Log-Normal Excitatory Synaptic Distribution

Author(s): Sou Nobukawa; Haruhiko Nishimura; Nobuhiko Wagatsuma; Satoshi Ando; Teruya Yamanishi

Pages: 3525 - 3537

20) Demystifying Deep Learning in Predictive Spatiotemporal Analytics: An Information-Theoretic Framework

Author(s): Qi Tan; Yang Liu; Jiming Liu

Pages: 3538 - 3552

21) Nonfragile H∞ State Estimation for Recurrent Neural Networks With Time-Varying Delays: On Proportional–Integral Observer Design

Author(s): Di Zhao; Zidong Wang; Guoliang Wei; Xiaohui Liu

Pages: 3553 - 3565

22) A Semiproximal Support Vector Machine Approach for Binary Multiple Instance Learning

Author(s): Matteo Avolio; Antonio Fuduli

Pages: 3566 - 3577

23) A Parallel Framework of Adaptive Dynamic Programming Algorithm With Off-Policy Learning

Author(s): Changyin Sun; Xiaofeng Li; Yuewen Sun

Pages: 3578 - 3587

24) Topology of Learning in Feedforward Neural Networks

Author(s): Maxime Gabella

Pages: 3588 - 3592

25) Fast and Effective Active Clustering Ensemble Based on Density Peak

Author(s): Yifan Shi; Zhiwen Yu; Wenming Cao; C. L. Philip Chen; Hau-San Wong; Guoqiang Han

Pages: 3593 - 3607

26) A Unified Framework for Multilingual Speech Recognition in Air Traffic Control Systems

Author(s): Yi Lin; Dongyue Guo; Jianwei Zhang; Zhengmao Chen; Bo Yang

Pages: 3608 - 3620

27) Decentralized Adaptive Command Filtered Neural Tracking Control of Large-Scale Nonlinear Systems: An Almost Fast Finite-Time Framework

Author(s): Ji-Dong Liu; Ben Niu; Yong-Gui Kao; Ping Zhao; Dong Yang

Pages: 3621 - 3632

28) Continuous Model Adaptation Using Online Meta-Learning for Smart Grid Application

Author(s): Jinghang Li; Mengqi Hu

Pages: 3633 - 3642

29) Deep Learning-Based Model Predictive Control for Continuous Stirred-Tank Reactor System

Author(s): Gongming Wang; Qing-Shan Jia; Junfei Qiao; Jing Bi; MengChu Zhou

Pages: 3643 - 3652

30) Neighborhood Attention Networks With Adversarial Learning for Link Prediction

Author(s): Zhitao Wang; Yu Lei; Wenjie Li

Pages: 3653 - 3663

31) Rain Streaks Removal for Single Image via Kernel-Guided Convolutional Neural Network

Author(s): Ye-Tao Wang; Xi-Le Zhao; Tai-Xiang Jiang; Liang-Jian Deng; Yi Chang; Ting-Zhu Huang

Pages: 3664 - 3676

32) Scalable Kernel Ordinal Regression via Doubly Stochastic Gradients

Author(s): Bin Gu; Xiang Geng; Xiang Li; Wanli Shi; Guansheng Zheng; Cheng Deng; Heng Huang

Pages: 3677 - 3689

33) Global Exponential Stability of Memristive Neural Networks With Mixed Time-Varying Delays

Author(s): Yin Sheng; Tingwen Huang; Zhigang Zeng; Xiangshui Miao

Pages: 3690 - 3699

34) Novel Inequalities to Global Mittag–Leffler Synchronization and Stability Analysis of Fractional-Order Quaternion-Valued Neural Networks

Author(s): Jianying Xiao; Jinde Cao; Jun Cheng; Shiping Wen; Ruimei Zhang; Shouming Zhong

Pages: 3700 - 3709

35) Clustered Federated Learning: Model-Agnostic Distributed Multitask Optimization Under Privacy Constraints

Author(s): Felix Sattler; Klaus-Robert Müller; Wojciech Samek

Pages: 3710 - 3722

36) Adaptive Event-Triggered Synchronization of Reaction–Diffusion Neural Networks

Author(s): Ruimei Zhang; Deqiang Zeng; Ju H. Park; Yajuan Liu; Xiangpeng Xie

Pages: 3723 - 3735

37) Concurrent Associative Memories With Synaptic Delays

Author(s): Janusz A. Starzyk; Marek Jaszuk; Łukasz Maciura; Adrian Horzyk

Pages: 3736 - 3747

38) Maximum Correntropy Criterion-Based Hierarchical One-Class Classification

Author(s): Jiuwen Cao; Haozhen Dai; Baiying Lei; Chun Yin; Huanqiang Zeng; Anton Kummert

Pages: 3748 - 3754

39) Learning Rate for Convex Support Tensor Machines

Author(s): Heng Lian

Pages: 3755 - 3760

40) Transductive Zero-Shot Action Recognition via Visually Connected Graph Convolutional Networks

Author(s): Yangyang Xu; Chu Han; Jing Qin; Xuemiao Xu; Guoqiang Han; Shengfeng He

Pages: 3761 - 3769

41) Hierarchical One-Class Classifier With Within-Class Scatter-Based Autoencoders

Author(s): Tianlei Wang; Jiuwen Cao; Xiaoping Lai; Q. M. Jonathan Wu

Pages: 3770 - 3776

42) Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks

Author(s): Denis Kleyko; Mansour Kheffache; E. Paxon Frady; Urban Wiklund; Evgeny Osipov

Pages: 3777 - 3783

Call for Nominations / Applications for the position of Editor-in-Chief of the IEEE Transactions on Games

Call for Nominations / Applications for the position of Editor-in-Chief of the IEEE Transactions on Games The IEEE Transactions on Games (ToG) publishes original high-quality articles covering scientific, technical, and engineering aspects of games. Details about the current state of this publication can be found at: https://cis.ieee.org/publications/t-games. The IEEE CIS Executive Committee has formed an Adhoc Search Committee to invite nominations/applications for the position of Editor-in-Chief for ToG. The Editor-in-Chief appointment is for a 2-year term starting 1 January 2022. Nominees/applicants should be dedicated volunteers with outstanding research profiles and extensive editorial experience. The nomination/application package should include complete CV along with a separate description (max 300 words/topic) on each of the following items: Vision Statement; Editorial Experience; Summary of publishing experience in IEEE journals/magazines; IEEE Volunteer Experience; Institutional Support; Current service and administrative commitments; Networking with the Community; Challenges, if any, faced by the publication, and how to deal with them; Why the candidate considers himself/herself fit for this position? The nomination/application package should be sent as a single PDF file through email to both Prof. Kay Chen Tan (kctan@polyu.edu.hk) and Jo-Ellen Snyder (j.e.snyder@ieee.org) by August 20, 2021.