IEEE Transactions on Artificial Intelligence, Volume 5, Issue 2, February 2024

1) Deep Learning Methods for Small Molecule Drug Discovery: A Survey

Author(s): Wenhao Hu,Yingying Liu, Xuanyu Chen, Wenhao Chai, Hangyue Chen, Hongwei Wang, Gaoang Wang

Pages: 459 - 479

2) How Artificial Intelligence Helped the Humanity During the COVID-19 Pandemic: A Review

Author(s): Ali Alnoman

Pages: 480 - 489

3) A Type-2 Fuzzy-Based Explainable AI System for Predictive Maintenance Within the Water Pumping Industry

Author(s): Shreyas J. Upasane, Hani Hagras, Mohammad Hossein Anisi, Stuart Savill, Ian Taylor, Kostas Manousakis

Pages: 490 - 504

4) Portfolio Selection via Graph-Aware Gaussian Processes With Generalized Gaussian Likelihood

Author(s): Naiqi Li, Zhikang Xia, Yiming Li, Ercan E. Kuruoğlu, Yong Jiang, Shu-Tao Xia

Pages: 505 - 515

5) Lab to Multiscene Generalization for Non-Line-of-Sight Identification With Small-Scale Datasets

Author(s): Qirui Hua, Martin Hedegaard Nielsen, Zeliang An, Jian Ren, Rafal Wisniewski, Søren Kold, Ole Rahbek, Ming Shen

Pages: 516 - 529

6) A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices

Author(s): Liang Huang, Senjie Liang, Feiyang Ye, Nan Gao

Pages: 530 - 540

7) Hierarchical Patch Selection: An Improved Patch Sampling for No Reference Image Quality Assessment

Author(s): C. Nandhini, M. Brindha

Pages: 541 - 555

8) A Dual-Stage Semi-Supervised Pre-Training Approach for Medical Image Segmentation

Author(s): Rajath C Aralikatti, S. J. Pawan, Jeny Rajan

Pages: 556 - 565

9) Datum-Wise Inference in Structured Environments

Author(s): Sachini Piyoni Ekanayake, Daphney-Stavroula Zois

Pages: 566 - 577

10) Online Aware Synapse Weighted Autoencoder for Recovering Random Missing Data in Wastewater Treatment Process

Author(s): Honggui Han, Meiting Sun, Fangyu Li

Pages: 578 - 589

11) Constrained Nonnegative Matrix Factorization Based on Label Propagation for Data Representation

Author(s): Junmin Liu, Yicheng Wang, Jing Ma, Di Han, Yifan Huang

Pages: 590 - 601

12) Pseudoinvertible Neural Networks

Author(s): Elijah D. Bolluyt, Cristina Comaniciu

Pages: 602 - 612

13) Video-Based Depth Estimation Autoencoder With Weighted Temporal Feature and Spatial Edge Guided Modules

Author(s): Wei-Jong Yang, Wan-Nung Tsung, Pau-Choo Chung

Pages: 613 - 623

14) Masked Siamese Prompt Tuning for Few-Shot Natural Language Understanding

Author(s): Shiwen Ni, Hung-Yu Kao

Pages: 624 - 633

15) Deep Q-Learning-Based Molecular Graph Generation for Chemical Structure Prediction From Infrared Spectra

Author(s): Joshua Dean Ellis, Razib Iqbal, Keiichi Yoshimatsu

Pages: 634 - 646

16) Synergetic Focal Loss for Imbalanced Classification in Federated XGBoost

Author(s): Jiao Tian, Pei-Wei Tsai, Kai Zhang, Xinyi Cai, Hongwang Xiao, Ke Yu, Wenyu Zhao, Jinjun Chen

Pages: 647 - 660

17) Pyramid Dynamic Bayesian Networks for Key Performance Indicator Prediction in Long Time-Delay Industrial Processes

Author(s): Lingquan Zeng, Zhiqiang Ge

Pages: 661 - 671

18) log-Sigmoid Activation-Based Long Short-Term Memory for Time-Series Data Classification

Author(s): Priyesh Ranjan, Pritam Khan, Sudhir Kumar, Sajal K. Das

Pages: 672 - 683

19) Query Attack by Multi-Identity Surrogates

Author(s): Sizhe Chen, Zhehao Huang, Qinghua Tao, Xiaolin Huang

Pages: 684 - 697

20) A Hand Gesture-Operated System for Rehabilitation Using an End-to-End Detection Framework

Author(s): H Pallab Jyoti Dutta, M. K. Bhuyan, Debanga Raj Neog, Karl F. MacDorman, R. H. Laskar

Pages: 698 - 708

21) Pseudo-shot Learning for Soil Classification With Laser-Induced Breakdown Spectroscopy

Author(s): Yingchao Huang, Abdul Bais, Amina E. Hussein

Pages: 709 - 723

22) A Radial Basis Function-Based Graph Attention Network With Squeeze Loss Optimization for Link Prediction

Author(s): Jiusheng Chen, Chengyuan Fang, Xiaoyu Zhang, Jun Wu, Runxia Guo

Pages: 724 - 736

23) Neighboring Envelope Embedded Stacked Autoencoder for Deep Learning on Hierarchically Structured Samples

Author(s): Chuanyan Zhou, Jie Ma, Fan Li, Yongming Li, Pin Wang

Pages: 737 - 750

24) Sample Efficient Reinforcement Learning Using Graph-Based Memory Reconstruction

Author(s): Yongxin Kang, Enmin Zhao, Yifan Zang, Lijuan Li, Kai Li, Pin Tao, Junliang Xing

Pages: 751 - 762

25) Noisy Label Detection and Counterfactual Correction

Author(s): Wenting Qi, Charalampos Chelmis

Pages: 763 - 775

26) Margin-Aware Adaptive-Weighted-Loss for Deep Learning Based Imbalanced Data Classification

Author(s): Debasmit Roy, Rishav Pramanik, Ram Sarkar

Pages: 776 - 785

27) Optimization of Patient Specific Stimulus for Deep Brain Stimulation Using Spatially Distributed Neural Sources

Author(s): Syed Aamir Ali Shah, Abdul Bais, Lei Zhang

Pages: 786 - 800

28) Performance-Driven Safe Bayesian Optimization for Intelligent Tuning of High-Order Cascade Systems

Author(s): Tao Jiang, Xiaojie Su, Jiangshuai Huang, Zhenshan Bing, Alois Knoll

Pages: 801 - 813

29) Capacity Abuse Attack of Deep Learning Models Without Need of Label Encodings

Author(s): Wenjian Luo, Licai Zhang, Yulin Wu, Chuanyi Liu, Peiyi Han, Rongfei Zhuang

Pages: 814 - 826

30) Encoding Hierarchical Information in Neural Networks Helps in Subpopulation Shift

Author(s): Amitangshu Mukherjee, Isha Garg, Kaushik Roy

Pages: 827 - 838

31) Blockchain and Federated Reinforcement Learning for Vehicle-to-Everything Energy Trading in Smart Grids

Author(s): Md Moniruzzaman, Abdulsalam Yassine, Rachid Benlamri

Pages: 839 - 853

32) Supervised Local Training With Backward Links for Deep Neural Networks

Author(s): Wenzhe Guo, Mohammed E. Fouda, Ahmed M. Eltawil, Khaled Nabil Salama

Pages: 854 - 867

33) A Similarity Matrix Low-Rank Approximation and Inconsistency Separation Fusion Approach for Multiview Clustering

Author(s): Ziqiang He, Shaohua Wan, Marco Zappatore, Hu Lu

Pages: 868 - 881

34) Multiobjective Multiverse Optimizer for Multirobotic U-Shaped Disassembly Line Balancing Problems

Author(s): Shujin Qin, Shancheng Zhang, Jiacun Wang, Shixin Liu, Xiwang Guo, Liang Qi

Pages: 882 - 894

35) Weighted Fuzzy System for Identifying DNA N4-Methylcytosine Sites With Kernel Entropy Component Analysis

Author(s): Leyao Wang, Prayag Tiwari, Yijie Ding, Fei Guo

Pages: 895 - 903

36) Mitigating Bias in Bayesian Optimized Data While Designing MacPherson Suspension Architecture

Author(s): Sinnu Susan Thomas, Guillaume Lamine, Jacopo Palandri, Mohsen Lakehal-ayat, Punarjay Chakravarty, Friedrich Wolf-Monheim, Matthew B. Blaschko

Pages: 904 - 915

37) Dual-Event-Triggered Intelligence Security Control for Multiagent Systems Against DoS Attacks With Applications in Mobile Robot Systems

Author(s): Hongjing Liang, Zhenyu Chang, Yingnan Pan

Pages: 916 - 924

38) Attacking-Distance-Aware Attack: Semi-targeted Model Poisoning on Federated Learning

Author(s): Yuwei Sun, Hideya Ochiai, Jun Sakuma

Pages: 925 - 939

39) Generative Augmentation-Driven Prediction of Diverse Visual Scanpaths in Images

Author(s): Ashish Verma, Debashis Sen

Pages: 940 - 955

40) Visual Relationship Detection for Workplace Safety Applications

Author(s): Thomas Truong, Svetlana Yanushkevich

Pages: 956 - 961