IEEE Transactions on Artificial Intelligence, Volume 5, Issue 1, January 2024

1) Toward Handling Uncertainty-At-Source in AI—A Review and Next Steps for Interval Regression

Author(s): Shaily Kabir, Christian Wagner, Zack Ellerby

Pages: 3 - 22

2) A Systematic Review of Echo State Networks From Design to Application

Author(s): Chenxi Sun, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong, Hongyan Li

Pages: 23 - 37

3) Gaussian Switch Sampling: A Second-Order Approach to Active Learning

Author(s): Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib, Armin Pacharmi, Enrique Corona

Pages: 38 - 50

4) Credal Valuation Networks for Machine Reasoning Under Uncertainty

Author(s): Branko Ristic, Alessio Benavoli, Sanjeev Arulampalam

Pages: 51 - 60

5) Offline–Online Actor–Critic

Author(s): Xuesong Wang, Diyuan Hou, Longyang Huang, Yuhu Cheng

Pages: 61 - 69

6) One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning

Author(s): Chunjie Wang, Dawei Dai, Shuyin Xia, Yingge Liu, Guoyin Wang

Pages: 70 - 79

7) A Generative Neighborhood-Based Deep Autoencoder for Robust Imbalanced Classification

Author(s): Eirini Troullinou, Grigorios Tsagkatakis, Attila Losonczy, Panayiota Poirazi, Panagiotis Tsakalides

Pages: 80 - 91

8) Incremental Weighted Ensemble for Data Streams With Concept Drift

Author(s): Botao Jiao, Yinan Guo, Cuie Yang, Jiayang Pu, Zhiji Zheng, Dunwei Gong

Pages: 92 - 103

9) Deep Dual Attention Network for Precise Diagnosis of COVID-19 From Chest CT Images

Author(s): Zhijie Lin, Zhaoshui He, Ruoyu Yao, Xu Wang, Taiheng Liu, Yamei Deng, Shengli Xie

Pages: 104 - 114

10) A Hybrid Regularized Multilayer Perceptron for Input Noise Immunity

Author(s): Rahul Mondal, Tandra Pal, Prasenjit Dey

Pages: 115 - 126

11) Learning Multiresolution Features for Unsupervised Anomaly Localization on Industrial Textured Surfaces

Author(s): Xian Tao, Shaohua Yan, Xinyi Gong, Chandranath Adak

Pages: 127 - 139

12) Syntactic Graph Attention Network for Aspect-Level Sentiment Analysis

Author(s): Li Yuan, Jin Wang, Liang-Chih Yu, Xuejie Zhang

Pages: 140 - 153

13) Tensorial Evolutionary Computation for Spatial Optimization Problems

Author(s): Si-Chao Lei, Xiaolin Xiao, Yue-Jiao Gong, Yun Li, Jun Zhang

Pages: 154 - 166

14) Continual Unsupervised Domain Adaptation in Data-Constrained Environments

Author(s): Abu Md Niamul Taufique, Chowdhury Sadman Jahan, Andreas Savakis

Pages: 167 - 178

15) Image Super-Resolution With Content-Aware Feature Processing

Author(s): Nancy Mehta, Subrahmanyam Murala

Pages: 179 - 191

16) A Transistor Operations Model for Deep Learning Energy Consumption Scaling Law

Author(s): Chen Li, Antonios Tsourdos, Weisi Guo

Pages: 192 - 204

17) Blind Image Despeckling Using a Multiscale Attention-Guided Neural Network

Author(s): Yu Guo, Yuxu Lu, Ryan Wen Liu, Fenghua Zhu

Pages: 205 - 216

18) Joint Learning and Channel Coding for Error-Tolerant IoT Systems Based on Machine Learning

Author(s): Xiaochen Tang, Pedro Reviriego, Wei Tang, David G. M. Mitchell, Fabrizio Lombardi, Shanshan Liu

Pages: 217 - 228

19) Feature Selection for Unbalanced Distribution Hybrid Data Based on k-Nearest Neighborhood Rough Set

Author(s): Weihua Xu, Ziting Yuan, Zheng Liu

Pages: 229 - 243

20) Robotic Control in Adversarial and Sparse Reward Environments: A Robust Goal-Conditioned Reinforcement Learning Approach

Author(s): Xiangkun He, Chen Lv

Pages: 244 - 253

21) Accelerating Point-Voxel Representation of 3-D Object Detection for Automatic Driving

Author(s): JieCheng Cao, Chongben Tao, Zufeng Zhang, Zhen Gao, Xizhao Luo, Sifa Zheng, Yuan Zhu

Pages: 254 - 266

22) Privacy-Preserving Multiview Matrix Factorization for Recommender Systems

Author(s): Peihua Mai, Yan Pang

Pages: 267 - 277

23) Adversarial Modality Alignment Network for Cross-Modal Molecule Retrieval

Author(s): Wenyu Zhao, Dong Zhou, Buqing Cao, Kai Zhang, Jinjun Chen

Pages: 278 - 289

24) Class-Separation Preserving Pruning for Deep Neural Networks

Author(s): Inder Preet, Oisín Boydell, Deepu John

290 - 299

25) A Universal Metric for Robust Evaluation of Synthetic Tabular Data

Author(s): Vikram S Chundawat, Ayush K Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang

Pages: 300 - 309

26) An Automated Identification Approach for Partial Discharge Detection Using Density-Based Clustering Without User Inputs

Author(s): Md Anisur Rahman, Li-Minn Ang, Kah Phooi Seng

Pages: 310 - 320

27) Multivariate Time-Series Representation Learning via Hierarchical Correlation Pooling Boosted Graph Neural Network

Author(s): Yucheng Wang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen

Pages: 321 - 333

28) Interpretable Prediction Modeling for Froth Flotation via Stacked Graph Convolutional Network

Author(s): Yalin Wang, Qingkai Sui, Chenliang Liu, Kai Wang, Xiaofeng Yuan, Guangfeng Dong

Pages: 334 - 345

29) Model-Free Quantum Gate Design and Calibration Using Deep Reinforcement Learning

Author(s): Omar Shindi, Qi Yu, Parth Girdhar, Daoyi Dong

Pages: 346 - 357

30) Learning-Observer-Based Adaptive Tracking Control of Multiagent Systems Using Compensation Mechanism

Author(s): Zhiqiang Li, Yang Liu, Hui Ma, Hongyi Li

Pages: 358 - 369

31) PpNNT: Multiparty Privacy-Preserving Neural Network Training System

Author(s): Qi Feng, Debiao He, Jian Shen, Min Luo, Kim-Kwang Raymond Choo

Pages: 370 - 383

32) Patch-Mixing Contrastive Regularization for Few-Label Semi-Supervised Learning

Author(s): Xiaochang Hu, Xin Xu, Yujun Zeng, Xihong Yang

Pages: 384 - 397

33) Prototype Enhancement-Based Incremental Evolution Learning for Urban Garbage Classification

Author(s): Honggui Han, Xiaoye Fan, Fangyu Li

Pages: 398 - 411

34) Crafting Transferable Adversarial Examples Against Face Recognition via Gradient Eroding

Author(s): Huipeng Zhou, Yajie Wang, Yu-an Tan, Shangbo Wu, Yuhang Zhao, Quanxin Zhang, Yuanzhang Li

Pages: 412 - 419

35) Extensible Machine Learning for Encrypted Network Traffic Application Labeling via Uncertainty Quantification

Author(s): Steven Jorgensen, John Holodnak, Jensen Dempsey, Karla de Souza, Ananditha Raghunath, Vernon Rivet, Noah DeMoes, Andrés Alejos, Allan Wollaber

Pages: 420 - 433

36) A Long Short-Term Memory-Based Interconnected Architecture for Classification of Grasp Types Using Surface-Electromyography Signals

Author(s): Andres Erazo, Seok-Bum Ko

Pages: 434 - 445

37) Audio Representation Learning by Distilling Video as Privileged Information

Author(s): Amirhossein Hajavi, Ali Etemad

Pages: 446 - 456