IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 7, Issue 1, February 2023

1) Guest Editorial Special Issue on Explainable Deep Learning for Medical Image Processing and Analysis

Author(s): Yu-Dong Zhang, Juan Manuel Górriz, Yi Pan, Oscar Cordon

Pages: 2 - 4

2) AdaD-FNN for Chest CT-Based COVID-19 Diagnosis

Author(s): Xujing Yao, Ziquan Zhu, Cheng Kang, Shui-Hua Wang, Juan Manuel Gorriz, Yu-Dong Zhang

Pages: 5 - 14

3) FSNet: Dual Interpretable Graph Convolutional Network for Alzheimer’s Disease Analysis

Author(s): Hengxin Li, Xiaoshuang Shi, Xiaofeng Zhu, Shuihua Wang, Zheng Zhang

Pages: 15 - 25

4) Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels

Author(s): Ming Li, Yingying Fang, Zeyu Tang, Chibudom Onuorah, Jun Xia, Javier Del Ser, Simon Walsh, Guang Yang

Pages: 26 - 35

5) Guest Editorial Special Issue on Computational Intelligence to Edge AI for Ubiquitous IoT Systems

Author(s): Honghao Gao, Biao Luo, Ramón J. Durán Barroso, Walayat Hussain

Pages: 36 - 38

6) A DRL-Driven Intelligent Joint Optimization Strategy for Computation Offloading and Resource Allocation in Ubiquitous Edge IoT Systems

Author(s): Meng Yi, Peng Yang, Miaojiang Chen, Nguyen The Loc

Pages: 39 - 54

7) Reinforcement Learning-Based Optimization for Mobile Edge Computing Scheduling Game

Author(s): Tingting Wang, Bingxian Lu, Wei Wang, Wei Wei, Xiaochen Yuan, Jianqing Li

Pages: 55 - 64

8) Virtual Hardware-in-the-Loop FMU Co-Simulation Based Digital Twins for Heating, Ventilation, and Air-Conditioning (HVAC) Systems

Author(s): Saber Abrazeh, Saeid-Reza Mohseni, Meisam Jahanshahi Zeitouni, Ahmad Parvaresh, Arman Fathollahi, Meysam Gheisarnejad, Mohammad-Hassan Khooban

Pages: 65 - 75

9) An Emerging Fuzzy Feature Selection Method Using Composite Entropy-Based Uncertainty Measure and Data Distribution

Author(s): Weihua Xu, Kehua Yuan, Wentao Li, Weiping Ding

Pages: 76 - 88

10) Modulating STDP With Back-Propagated Error Signals to Train SNNs for Audio Classification

Author(s): Dylan G. Peterson, Thoshara Nawarathne, Henry Leung

Pages: 89 - 101

11) Adaptive Speed Control of Electric Vehicles Based on Multi-Agent Fuzzy Q-Learning

Author(s): Meysam Gheisarnejad, Ghazal Mirzavand, Reza Rouhi Ardeshiri, Björn Andresen, Mohammad Hassan Khooban

Pages: 102 - 110

12) LS-HH: A Learning-Based Selection Hyper-Heuristic for Distributed Heterogeneous Hybrid Blocking Flow-Shop Scheduling

Author(s): Zhongshi Shao, Weishi Shao, Dechang Pi

Pages: 111 - 127

13) DPPNet: An Efficient and Robust Deep Learning Network for Land Cover Segmentation From High-Resolution Satellite Images

Author(s): Sravya N, Priyanka, Shyam Lal, J Nalini, Chintala Sudhakar Reddy, Fabio Dell’Acqua

Pages: 128 - 139

14) Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models

Author(s): Manos Kirtas, Nikolaos Passalis, George Mourgias-Alexandris, George Dabos, Nikos Pleros, Anastasios Tefas

Pages: 140 - 149

15) Curvature Regularized Similarity Based Ricci Flow Embedding

Author(s): Adarsh Prasad Behera, Puja Rani, Shekhar Verma, Manish Kumar

Pages: 150 - 163

16) Accurate and Energy-Efficient Bit-Slicing for RRAM-Based Neural Networks

Author(s): Sumit Diware, Abhairaj Singh, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui, Rajendra Bishnoi

Pages: 164 - 177

17) A New Perspective on Stabilizing GANs Training: Direct Adversarial Training

Author(s): Ziqiang Li, Pengfei Xia, Rentuo Tao, Hongjing Niu, Bin Li

Pages: 178 - 189

18) Generative Adversarial Neural Machine Translation for Phonetic Languages via Reinforcement Learning

Author(s): Amit Kumar, Ajay Pratap, Anil Kumar Singh

Pages: 190 - 199

19) Multimodal Sentiment Recognition With Multi-Task Learning

Author(s): Sun Zhang, Chunyong Yin, Zhichao Yin

Pages: 200 - 209

20) ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training

Author(s): Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, 

Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan

Pages: 210 - 221

21) ShVEEGc: EEG Clustering With Improved Cosine Similarity-Transformed Shapley Value

Author(s): Guanghui Li, Jiahua Shen, Chenglong Dai, Jia Wu, Stefanie I. Becker

Pages: 222 - 236

22) Multi-Performance Estimation for Deploying Bank Branches Based on a Multi-Task Attentive Tree-Enhanced Model

Author(s): Hsun-Ping Hsieh, Bao-Hong Lai, Yu-Wen Chen, Yu-En Chang

Pages: 237 - 249

23) Exploring Abnormal Behavior in Swarm: Identify User Using Adversarial Examples

Author(s): Zichi Wang, Sheng Li, Xinpeng Zhang, Guorui Feng

Pages: 250 - 260

24) Pedestrian Re-Identification Algorithm Based on Multivariate Manifold Metric-Anti-Noise Manifold Space Learning

Author(s): Fengping An, Jianrong Wang

Pages: 261 - 270

25) Brain-Inspired Spiking Neural Network Using Superconducting Devices

Author(s): Huilin Zhang, Chen Gang, Chen Xu, Guoliang Gong, Huaxiang Lu

Pages: 271 - 277

26) A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization

Author(s): Huaqing Li, Enbing Su, Chengbo Wang, Jiawei Liu, Zuqing Zheng, Zheng Wang, Dawen Xia

Pages: 278 - 284

27) Computing Probabilistic Bounds on State Trajectories for Uncertain Systems

Author(s): Xun Shen, Tinghui Ouyang, Yahui Zhang, Xingguo Zhang

Pages: 285 - 290