IEEE Transactions on Artificial Intelligence, Volume 4, Issue 2, April 2023

1) Deep-Learning-Based COVID-19 Detection: Challenges and Future Directions
Author(s): Qurat-ul-Ain Arshad, Wazir Zada Khan, Faisal Azam, Muhammad Khurram Khan

Pages: 210 - 228

2) Do Preprocessing and Class Imbalance Matter to the Deep Image Classifiers for COVID-19 Detection? An Explainable Analysis

Author(s): Arkaprabha Basu, Sourav Das, Sankha Subhra Mullick, Swagatam Das

Pages: 229 - 241

3) Ensemble Image Explainable AI (XAI) Algorithm for Severe Community-Acquired Pneumonia and COVID-19 Respiratory Infections

Author(s): Lin Zou, Han Leong Goh, Charlene Jin Yee Liew, Jessica Lishan Quah, Gary Tianyu Gu, Jun Jie Chew, Mukundaram Prem Kumar, Christine Gia Lee Ang, Andy Wee An Ta

Pages: 242 - 254

4) Annotation-Efficient COVID-19 Pneumonia Lesion Segmentation Using Error-Aware Unified Semisupervised and Active Learning

Author(s): Zhenghan Fang, Junjie Bai, Xinyu Guo, Xin Wang, Feng Gao, Hao-Yu Yang, Bin Kong, Ying Hou, Kunlin Cao, Qi Song, Jun Xia, Youbing Yin

Pages: 255 - 267

5) Imperceptible and Sparse Adversarial Attacks via a Dual-Population-Based Constrained Evolutionary Algorithm

Author(s): Ye Tian, Jingwen Pan, Shangshang Yang, Xingyi Zhang, Shuping He, Yaochu Jin

Pages: 268 - 281

6) Dataset Similarity to Assess Semisupervised Learning Under Distribution Mismatch Between the Labeled and Unlabeled Datasets

Author(s): Saul Calderon-Ramirez, Luis Oala, Jordina Torrents-Barrena, Shengxiang Yang, David Elizondo, Armaghan Moemeni, Simon Colreavy-Donnelly, Wojciech Samek, Miguel A. Molina-Cabello, Ezequiel López-Rubio

Pages: 282 - 291

7) Clustering by the Probability Distributions From Extreme Value Theory

Author(s): Sixiao Zheng, Ke Fan, Yanxi Hou, Jianfeng Feng, Yanwei Fu

Pages: 292 - 303

8) Projective Fisher Information for Natural Gradient Descent

Author(s): Piyush Kaul, Brejesh Lall

Pages: 304 - 314

9) High-Resolution Urban Flows Forecasting With Coarse-Grained Spatiotemporal Data

Author(s): Zhenyi Xu, Yu Kang, Yang Cao

Pages: 315 - 327

10) Wave Height Prediction Suitable for Maritime Transportation Based on Green Ocean of Things

Author(s): Ranran Lou, Zhihan Lv, Mohsen Guizani

Pages: 328 - 337

11) Multitarget Stochastic Configuration Network and Applications

Author(s): Qianjin Wang, Qiqiang Hong, Shang Wu, Wei Dai

Pages: 338 - 348

12) Landmark-Aware and Part-Based Ensemble Transfer Learning Network for Static Facial Expression Recognition from Images

Author(s): Rohan Wadhawan, Tapan K. Gandhi

Pages: 349 - 361

13) Robust Identification of Figurative Language in Personal Health Mentions on Twitter

Author(s): Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn

Pages: 362 - 372

14) Detection of Cardiovascular Diseases in ECG Images Using Machine Learning and Deep Learning Methods

Author(s): Mohammed B. Abubaker, Bilal Babayiğit

Pages: 373 - 382

15) Improving Calibration and Out-of-Distribution Detection in Deep Models for Medical Image Segmentation

Author(s): Davood Karimi, Ali Gholipour

Pages: 383 - 397