IEEE Transactions on Artificial Intelligence, Volume 3, Issue 2, April 2022

1) Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning

Author(s): Inaam Ilahi, Muhammad Usama, Junaid Qadir, Muhammad Umar Janjua, Ala Al-Fuqaha, Dinh Thai Hoang, Dusit Niyato

Pages: 90 - 109

2) Negative Selection Algorithm Research and Applications in the Last Decade: A Review

Author(s): Kishor Datta Gupta, Dipankar Dasgupta

Pages: 110 - 128

3) Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison

Author(s): Coen de Vente, Luuk H. Boulogne, Kiran Vaidhya Venkadesh, Cheryl Sital, Nikolas Lessmann, Colin Jacobs, Clara I. Sánchez, Bram van Ginneken

Pages: 129 - 138

4) Deep Q-Learning: Theoretical Insights From an Asymptotic Analysis

Author(s): Arunselvan Ramaswamy, Eyke Hüllermeier

Pages: 139 - 151

5) Delayed Reward Bernoulli Bandits: Optimal Policy and Predictive Meta-Algorithm PARDI

Author(s): Sebastian Pilarski, Slawomir Pilarski, Dániel Varró

Pages: 152 - 163

6) Development of an Optimal Entropy Classifier and Prudent Learning Model

Author(s): Jyotsana Grover, Madasu Hanmandlu

Pages: 164 - 175

7) Decomposition-Based Classifier Chains for Multi-Dimensional Classification

Author(s): Bin-Bin Jia, Min-Ling Zhang

Pages: 176 - 191

8) ANIMC: A Soft Approach for Autoweighted Noisy and Incomplete Multiview Clustering

Author(s): Xiang Fang, Yuchong Hu, Pan Zhou, Dapeng Wu

Pages: 192 - 206

9) KAM-Net: Keypoint-Aware and Keypoint-Matching Network for Vehicle Detection From 2-D Point Cloud

Author(s): Tianpei Zou, Guang Chen, Zhijun Li, Wei He, Sanqing Qu, Shangding Gu, Alois Knoll

Pages: 207 - 217

10) Adaptive Finite-Time Neural Constrained Control for Nonlinear Active Suspension Systems Based on the Command Filter

Author(s): Lei Liu, Changqi Zhu, Yan-Jun Liu, Shaocheng Tong

Pages: 218 - 227

11) Event-Triggered Optimal Control for the Continuous Stirred Tank Reactor System

Author(s): Wei Zhou, Jun Yi, Lizhong Yao, Guorong Chen

Pages: 228 - 237

12) Fine-Grained Food Classification Methods on the UEC FOOD-100 Database

Author(s): Berker Arslan, Sefer Memiş, Elena Battini Sönmez, Okan Zafer Batur

Pages: 238 - 243

13) Robust Scale-Aware Stereo Matching Network

Author(s): James Okae, Bohan Li, Juan Du, Yueming Hu

Pages: 244 - 253

14) Design and Implementation of a Vision- and Grating-Sensor-Based Intelligent Unmanned Settlement System

Author(s): Hong-Bo Zhang, Yi-Zhong Zhou, Li-Jia Dong, Qing Lei, Ji-Xiang Du

Pages: 254 - 264

15) Stand-Alone Composite Attention Network for Concrete Structural Defect Classification

Author(s): Gaurab Bhattacharya, Niladri B. Puhan, Bappaditya Mandal

Pages: 265 - 274

16) Estimation and Applications of Quantiles in Deep Binary Classification

Author(s): Anuj Tambwekar, Anirudh Maiya, Soma Dhavala, Snehanshu Saha

Pages: 275 - 286

17) Fault Diagnosis of Machines Using Deep Convolutional Beta-Variational Autoencoder

Author(s): Gaurav Dewangan, Seetaram Maurya

Pages: 287 - 296

18) Character-Level Street View Text Spotting Based on Deep Multisegmentation Network for Smarter Autonomous Driving

Author(s): Chongsheng Zhang, Yuefeng Tao, Kai Du, Weiping Ding, Bin Wang, Ji Liu, Wei Wang

Pages: 297 - 308

19) A Support Vector Neural Network for P300 EEG Signal Classification

Author(s): Zhijun Zhang, Guangqiang Chen, Siyuan Chen

Pages: 309 - 321