IEEE Transactions on Artificial Intelligence, Volume 5, Issue 4, April 2024

1) Guest Editorial: New Developments in Explainable and Interpretable Artificial Intelligence

Author(s): K. P. Suba Subbalakshmi, Wojciech Samek, Xia Ben Hu

Pages: 1427 - 1428

2) A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When?

Author(s): Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder

Pages: 1429 - 1442

3) Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent

Author(s): Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, Jia Wang, He Zhu, Hongshik Ahn

Pages: 1443 - 1457

4) Why Should I Trust Your Explanation? An Evaluation Approach for XAI Methods Applied to Predictive Process Monitoring Results

Author(s): Ghada Elkhawaga, Omar M. Elzeki, Mervat Abu-Elkheir, Manfred Reichert

Pages: 1458 - 1472

5) An Explainable and Actionable Mistrust Scoring Framework for Model Monitoring

Author(s): Nandita Bhaskhar, Daniel L. Rubin, Christopher Lee-Messer

Pages: 1473 - 1485

6) Prototype-Based Interpretable Graph Neural Networks

Author(s): Alessio Ragno, Biagio La Rosa, Roberto Capobianco

Pages: 1486 - 1495

7) Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations

Author(s): Alexandros Doumanoglou, Stylianos Asteriadis, Dimitrios Zarpalas

Pages: 1496 - 1510

8) Interpreting Tangled Program Graphs Under Partially Observable Dota 2 Invoker Tasks

Author(s): Robert J. Smith, Malcolm I. Heywood

Pages: 1511 - 1524

9) Contrastive-Enhanced Domain Generalization With Federated Learning

Author(s): Xinhui Yu, Dan Wang, Martin J. McKeown, Z. Jane Wang

Pages: 1525 - 1532

10) A Survey of Security Protection Methods for Deep Learning Model

Author(s): Haipeng Peng, Shuang Bao, Lixiang Li

Pages: 1533 - 1553

11) Self-Supervised Graph Information Bottleneck for Multiview Molecular Embedding Learning

Author(s): Changsheng Li, Kaihang Mao, Shiye Wang, Ye Yuan, Guoren Wang

Pages: 1554 - 1562

12) Generalized Maximum Entropy Reinforcement Learning via Reward Shaping

Author(s): Feng Tao, Mingkang Wu, Yongcan Cao

Pages: 1563 - 1572

13) Low-Quality Deepfake Detection via Unseen Artifacts

Author(s): Saheb Chhabra, Kartik Thakral, Surbhi Mittal, Mayank Vatsa, Richa Singh

Pages: 1573 - 1585

14) Temporal Refinement Graph Convolutional Network for Skeleton-Based Action Recognition

Author(s): Tianming Zhuang, Zhen Qin, Yi Ding, Fuhu Deng, Leduo Chen, Zhiguang Qin, Kim-Kwang Raymond Choo

Pages: 1586 - 1598

15) Modified ResNet-152 Network With Hybrid Pyramidal Pooling for Local Change Detection

Author(s): Manoj Kumar Panda, Badri Narayan Subudhi, Thangaraj Veerakumar, Vinit Jakhetiya

Pages: 1599 - 1612

16) Self-Supervised Representation Learning for Knee Injury Diagnosis From Magnetic Resonance Data

Author(s): Siladittya Manna, Saumik Bhattacharya, Umapada Pal

Pages: 1613 - 1623

17) Adaptive Intelligent Control-Based Consensus Tracking for a Class of Switched Nonstrict Feedback Nonlinear Multiagent Systems With Unmodeled Dynamics

Author(s): Ben Niu, Xinyu Liu, Zhihua Guo, Hao Jiang, Huanqing Wang

Pages: 1624 - 1634

18) Minimizing Parameter Overhead in Self-Supervised Models for Target Task

Author(s): Jaydeep Kishore, Snehasis Mukherjee

Pages: 1635 - 1646

19) A Simple Yet Effective Framelet-Based Graph Neural Network for Directed Graphs

Author(s): Chunya Zou, Andi Han, Lequan Lin, Ming Li, Junbin Gao

Pages: 1647 - 1657

20) Decomposing Visual and Semantic Correlations for Both Fully Supervised and Few-Shot Image Classification

Author(s): Chunjie Zhang, Xiaolong Zheng

Pages: 1658 - 1668

21) Generating Long Financial Report Using Conditional Variational Autoencoders With Knowledge Distillation

Author(s): Ziao Wang, Yunpeng Ren, Xiaofeng Zhang, Yiyuan Wang

Pages: 1669 - 1680

22) Empirical Analysis of Squeeze and Excitation-Based Densely Connected CNN for Chili Leaf Disease Identification

Author(s): Naresh V., Yogeswararao G., Nageswararao Naik B., Malmathanraj R., Palanisamy P.

Pages: 1681 - 1692

23) Dilation-Supervised Learning: A Novel Strategy for Scale Difference in Retinal Vessel Segmentation

Author(s): Huadeng Wang, Wenbin Zuo, Bingbing Li, Xipeng Pan, Zhenbing Liu, Rushi Lan, Xiaonan Luo

Pages: 1693 - 1707

24) A Practical Recipe for Federated Learning Under Statistical Heterogeneity Experimental Design

Author(s): Mahdi Morafah, Weijia Wang, Bill Lin

Pages: 1708 - 1717

25) ImageNet Classification Using WordNet Hierarchy

Author(s): Ankita Chatterjee, Jayanta Mukherjee, Partha Pratim Das

Pages: 1718 - 1727

26) Bagging and Boosting Fine-Tuning for Ensemble Learning

Author(s): Changming Zhao, Ruimin Peng, Dongrui Wu

Pages: 1728 - 1742

27) Antenna Parameter Measurement Network With Dual Attention and Focus Loss Using UAV

Author(s): Ying Xu, Qirui Ke, Ziyi Jiang, Yikui Zhai, Angelo Genovese, Vincenzo Piuri, Fabio Scotti

Pages: 1743 - 1754

28) A Visual and Textual Information Fusion-Based Zero-Shot Framework for Hazardous Material Placard Detection and Recognition

Author(s): Ran Zhang, Zhila Bahrami, Ke Feng, Zheng Liu

Pages: 1755 - 1768

29) Fast K-Medoids With the l1-Norm

Author(s): Marco Capó, Aritz Pérez, Jose A. Lozano

Pages: 1769 - 1777

30) Prescribed-Time Adaptive Intelligent Formation Controller for Nonlinear Multiagent Systems Based on Time-Domain Mapping

Author(s): Yongming Li, Xingyan Zheng, Kewen Li

Pages: 1778 - 1790

31) Facilitating Sim-to-Real by Intrinsic Stochasticity of Real-Time Simulation in Reinforcement Learning for Robot Manipulation

Author(s): Amir M. Soufi Enayati, Ram Dershan, Zengjie Zhang, Dean Richert, Homayoun Najjaran

Pages: 1791 - 1804

32) Social Self-Attention Generative Adversarial Networks for Human Trajectory Prediction

Author(s): Changzhi Yang, Huihui Pan, Weichao Sun, Huijun Gao

Pages: 1805 - 1815

33) A Fine-Grained Detector of Face Mask Wearing Status Based on Improved YOLOX

Author(s): Hongli Xiao, Bingshu Wang, Jiangbin Zheng, Licheng Liu, C. L. Philip Chen

Pages: 1816 - 1830

34) Domain-Centroid-Guided Progressive Teacher-Based Knowledge Distillation for Source-Free Domain Adaptation of Histopathological Images

Author(s): Kuo-Sheng Cheng, Qiong-Wen Zhang, Hung-Wen Tsai, Nien-Tsu Li, Pau-Choo Chung

Pages: 1831 - 1843

35) Adaptation: Blessing or Curse for Higher Way Meta-Learning

Author(s): Aroof Aimen, Sahil Sidheekh, Bharat Ladrecha, Hansin Ahuja, Narayanan C Krishnan

Pages: 1844 - 1856

36) Discriminative Deep Generalized Dependency Analysis for Multi-View Data

Author(s): Debamita Kumar, Pradipta Maji

Pages: 1857 - 1868

37) An End-To-End Neuromorphic Radio Classification System With an Efficient Sigma-Delta-Based Spike Encoding Scheme

Author(s): Wenzhe Guo, Kuilian Yang, Haralampos-G. Stratigopoulos, Hassan Aboushady, Khaled Nabil Salama

Pages: 1869 - 1881

38) Reinforcement Learning for Selecting Custom Instructions Under Area Constraint

Author(s): Shanshan Wang, Chenglong Xiao

Pages: 1882 - 1894

39) Robust and Verifiable Privacy Federated Learning

Author(s): Zhi Lu, Songfeng Lu, Xueming Tang, Junjun Wu

Pages: 1895 - 1908