IEEE Transactions on Artificial Intelligence, Volume 3, Issue 6, December 2022

1) Recent Advances in Trustworthy Explainable Artificial Intelligence: Status, Challenges, and Perspectives

Author(s): Atul Rawal, James McCoy, Danda B. Rawat, Brian M. Sadler, Robert St. Amant

Pages: 852 - 866

2) An Overview of Emotion in Artificial Intelligence

Author(s): Gustavo Assunção, Bruno Patrão, Miguel Castelo-Branco, Paulo Menezes

Pages: 867 - 886

3) The New Generation Brain-Inspired Sparse Learning: A Comprehensive Survey

Author(s): Licheng Jiao, Yuting Yang, Fang Liu, Shuyuan Yang, Biao Hou

Pages: 887 - 907

4) Intellectual Property Protection for Deep Learning Models: Taxonomy, Methods, Attacks, and Evaluations

Author(s): Mingfu Xue, Yushu Zhang, Jian Wang, Weiqiang Liu

Pages: 908 - 923

5) Integrating Constraints Into Dimensionality Reduction for Visualization: A Survey

Author(s): Viet Minh Vu, Adrien Bibal, Benoît Frénay

Pages: 944 - 962

6) Decentralized Deep Learning for Multi-Access Edge Computing: A Survey on Communication Efficiency and Trustworthiness

Author(s): Yuwei Sun, Hideya Ochiai, Hiroshi Esaki

Pages: 963 - 972

7) On Supervised Class-Imbalanced Learning: An Updated Perspective and Some Key Challenges

Author(s): Swagatam Das, Sankha Subhra Mullick, Ivan Zelinka

Pages: 973 - 993

8) A Survey on Siamese Network: Methodologies, Applications, and Opportunities

Author(s): Yikai Li, C. L. Philip Chen, Tong Zhang

Pages: 994 - 1014

9) Semisupervised Deep Learning for Image Classification With Distribution Mismatch: A Survey

Author(s): Saul Calderon-Ramirez, Shengxiang Yang, David Elizondo

Pages: 1015 - 1029