IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 7, Issue 4, August 2023

1) Guest Editorial Special Issue on Deep Reinforcement Learning for Optimization: Methods and Application

Author(s): Rui Wang, Lining Xing, Maoguo Gong, Ponnuthurai Nagaratnam Suganthan, Hisao Ishibuchi

Pages: 981 - 982

2) Deep Reinforcement Learning Based Optimization Algorithm for Permutation Flow-Shop Scheduling

Author(s): Zixiao Pan, Ling Wang, Jingjing Wang, Jiawen Lu

Pages: 983 - 994

3) Influence Maximization in Complex Networks by Using Evolutionary Deep Reinforcement Learning

Author(s): Lijia Ma, Zengyang Shao, Xiaocong Li, Qiuzhen Lin, Jianqiang Li, Victor C. M. Leung, Asoke K. Nandi

Pages: 995 - 1009

4) RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning

Author(s): Zhongju Yuan, Genghui Li, Zhenkun Wang, Jianyong Sun, Ran Cheng

Pages: 1010 - 1024

5) Structural Parameter Space Exploration for Reinforcement Learning via a Matrix Variate Distribution

Author(s): Shaochen Wang, Rui Yang, Bin Li, Zhen Kan

Pages: 1025 - 1035

6) Knowledge-Based Reinforcement Learning and Estimation of Distribution Algorithm for Flexible Job Shop Scheduling Problem

Author(s): Yu Du, Jun-qing Li, Xiao-long Chen, Pei-yong Duan, Quan-ke Pan

Pages: 1036 - 1050

7) Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization

Author(s): Ye Tian, Xiaopeng Li, Haiping Ma, Xingyi Zhang, Kay Chen Tan, Yaochu Jin

Pages: 1051 - 1064

8) Reinforcement Learning on Graphs: A Survey

Author(s): Mingshuo Nie, Dongming Chen, Dongqi Wang

Pages: 1065 - 1082

9) A Survey on Data-Driven Runoff Forecasting Models Based on Neural Networks

Author(s): Ziyu Sheng, Shiping Wen, Zhong-kai Feng, Jiaqi Gong, Kaibo Shi, Zhenyuan Guo, Yin Yang, Tingwen Huang

Pages: 1083 - 1097

10) A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm

Author(s): Kangjia Qiao, Jing Liang, Kunjie Yu, Minghui Wang, Boyang Qu, Caitong Yue, Yinan Guo

Pages: 1098 - 1112

11) Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement

Author(s): Guojin Zhong, Weiping Ding, Long Chen, Yingxu Wang, Yu-Feng Yu

Pages: 1113 - 1125

12) Multi-View Adjacency-Constrained Hierarchical Clustering

Author(s): Jie Yang, Chin-Teng Lin

Pages: 1126 - 1138

13) Sparse Adversarial Unsupervised Domain Adaptation With Deep Dictionary Learning for Traffic Scene Classification

Author(s): Mohsen Saffari, Mahdi Khodayar, Seyed Mohammad Jafar Jalali

Pages: 1139 - 1150

14) Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging

Author(s): Junchi Bin, Zhila Bahrami, Choudhury A. Rahman, Shan Du, Shane Rogers, Zheng Liu

Pages: 1151 - 1162

15) L-Fuzzy Multiset Recognizer: Determinization and Minimization

Author(s): Mallika Dhingra, Mahesh Kumar Dubey, Jacob Kavikumar

Pages: 1163 - 1176

16) Online Label Distribution Learning Using Random Vector Functional-Link Network

Author(s): Jintao Huang, Chi-Man Vong, Wenbin Qian, Qin Huang, Yimin Zhou

Pages: 1177 - 1190

17) Tagging Multi-Label Categories to Points of Interest From Check-In Data

Author(s): Rimjhim, Sourav Kumar Dandapat

Pages: 1191 - 1204

18) A Facile Approach To Represent Neural Network With Less Storage Space

Author(s): Sheng-An Huang, Jenq-Shiou Leu

Pages: 1205 - 1216

19) DLB: A Dynamic Load Balance Strategy for Distributed Training of Deep Neural Networks

Author(s): Qing Ye, Yuhao Zhou, Mingjia Shi, Yanan Sun, Jiancheng Lv

Pages: 1217 - 1227

20) Dynamic Multi-Objective Optimization Framework With Interactive Evolution for Sequential Recommendation

Author(s): Wei Zhou, Yong Liu, Min Li, Yu Wang, Zhiqi Shen, Liang Feng, Zexuan Zhu

Pages: 1228 - 1241

21) 3D Object Detection and Tracking Based on Lidar-Camera Fusion and IMM-UKF Algorithm Towards Highway Driving

Author(s): Chang Nie, Zhiyang Ju, Zhifeng Sun, Hui Zhang

Pages: 1242 - 1252

22) A Community-Aware Framework for Social Influence Maximization

Author(s): Abhishek K. Umrawal, Christopher J. Quinn, Vaneet Aggarwal

Pages: 1253 - 1262

23) Two-Dimensional Embedded Fuzzy Data Clustering

Author(s): Yong Peng, Keding Chen, Feiping Nie, Bao-Liang Lu, Wanzeng Kong

Pages: 1263 - 1275

24) An Evolutionary Framework for Modelling Unknown Behaviours of Other Agents

Author(s): Yinghui Pan, Biyang Ma, Yifeng Zeng, Jing Tang, Buxin Zeng, Zhong Ming

Pages: 1276 - 1289

25) Physical Fitness Assessment for Cancer Patients Using Multi-Model Decision Fusion Based on Multi-Source Data

Author(s): Jiaxi Li, Zhelong Wang, Hongyu Zhao, Sen Qiu, Ke Zhang, Xin Shi, Huan Qu, Guichun Jiang

Pages: 1290 - 1300

26) Memristive Circuit Design of Quantized Convolutional Auto-Encoder

Author(s): Yaozhong Zhang, Xiaoping Wang, Chao Yang, Zhigang Zeng

Pages: 1301 - 1313

27) Graph-Based Feature Selection in Classification: Structure and Node Dynamic Mechanisms

Author(s): Fan Cheng, Changjun Zhou, Xudong Liu, Qijun Wang, Jianfeng Qiu, Lei Zhang

Pages: 1314 - 1328