IEEE Transactions on Neural Networks and Learning Systems, Volume 33, Issue 1, January 2022

1) Deep Radiomic Analysis for Predicting Coronavirus Disease 2019 in Computerized Tomography and X-Ray Images

Author(s): Ahmad Chaddad;Lama Hassan;Christian Desrosiers

Pages: 3 - 11

2) Focus, Fusion, and Rectify: Context-Aware Learning for COVID-19 Lung Infection Segmentation

Author(s): Ruxin Wang;Chaojie Ji;Yuxiao Zhang;Ye Li

Pages: 12 - 24

3) Finite-Time H∞ State Estimation for Two-Time-Scale Complex Networks Under Stochastic Communication Protocol

Author(s): Xiongbo Wan;Yongzhi Li;Yuqing Li;Min Wu

Pages: 25 - 36

4) Two-Timescale Multilayer Recurrent Neural Networks for Nonlinear Programming

Author(s): Jiasen Wang;Jun Wang

Pages: 37 - 47

5) Learning Tracking Over Unknown Fading Channels Based on Iterative Estimation

Author(s): Dong Shen;Xinghuo Yu

Pages: 48 - 60

6) Prescribed Performance Quantized Tracking Control for a Class of Delayed Switched Nonlinear Systems With Actuator Hysteresis Using a Filter-Connected Switched Hysteretic Quantizer

Author(s): Sara Kamali;Seyyed Mostafa Tabatabaei;Mohammad Mehdi Arefi;Shen Yin

Pages: 61 - 74

7) Semisupervised Classification With Novel Graph Construction for High-Dimensional Data

Author(s): Zhiwen Yu;Fengxu Ye;Kaixiang Yang;Wenming Cao;C. L. Philip Chen;Lianglun Cheng;Jane You;Hau-San Wong

Pages: 75 - 88

8) Sparse Count Data Clustering Using an Exponential Approximation to Generalized Dirichlet Multinomial Distributions

Author(s): Nuha Zamzami;Nizar Bouguila

Pages: 89 - 102

9) Scalable and Parallel Deep Bayesian Optimization on Attributed Graphs

Author(s): Jiaxu Cui;Bo Yang;Bingyi Sun;Xia Hu;Jiming Liu

Pages: 103 - 116

10) Configurable Graph Reasoning for Visual Relationship Detection

Author(s): Yi Zhu;Xiwen Liang;Bingqian Lin;Qixiang Ye;Jianbin Jiao;Liang Lin;Xiaodan Liang

Pages: 117 - 129

11) Learning Robust Discriminant Subspace Based on Joint L₂,ₚ- and L₂,ₛ-Norm Distance Metrics

Author(s): Liyong Fu;Zechao Li;Qiaolin Ye;Hang Yin;Qingwang Liu;Xiaobo Chen;Xijian Fan;Wankou Yang;Guowei Yang

Pages: 130 - 144

12) Simple and Effective: Spatial Rescaling for Person Reidentification

Author(s): Haoran Wang;Licheng Jiao;Shuyuan Yang;Lingling Li;Zexin Wang

Pages: 145 - 156

13) Finite-Horizon Optimal Control of Boolean Control Networks: A Unified Graph-Theoretical Approach

Author(s): Shuhua Gao;Changkai Sun;Cheng Xiang;Kairong Qin;Tong Heng Lee

Pages: 157 - 171

14) Improving Speech Emotion Recognition With Adversarial Data Augmentation Network

Author(s): Lu Yi;Man-Wai Mak

Pages: 172 - 184

15) Generalized Embedding Regression: A Framework for Supervised Feature Extraction

Author(s): Jianglin Lu;Zhihui Lai;Hailing Wang;Yudong Chen;Jie Zhou;Linlin Shen

Pages: 185 - 199

16) Deep LSAC for Fine-Grained Recognition

Author(s): Di Lin;Yi Wang;Lingyu Liang;Ping Li;C. L. Philip Chen

Pages: 200 - 214

17) Shattering Distribution for Active Learning

Author(s): Xiaofeng Cao;Ivor W. Tsang

Pages: 215 - 228

18) Realization of Spatial Sparseness by Deep ReLU Nets With Massive Data

Author(s): Charles K. Chui;Shao-Bo Lin;Bo Zhang;Ding-Xuan Zhou

Pages: 229 - 243

19) Disentangled Representation Learning for Multiple Attributes Preserving Face Deidentification

Author(s): Maoguo Gong;Jialu Liu;Hao Li;Yu Xie;Zedong Tang

Pages: 244 - 256

20) Deep Neural Network Self-Distillation Exploiting Data Representation Invariance

Author(s): Ting-Bing Xu;Cheng-Lin Liu

Pages: 257 - 269

21) Adaptive Interleaved Reinforcement Learning: Robust Stability of Affine Nonlinear Systems With Unknown Uncertainty

Author(s): Jinna Li;Jinliang Ding;Tianyou Chai;Frank L. Lewis;Sarangapani Jagannathan

Pages: 270 - 280

22) Anomaly Detection Based on Zero-Shot Outlier Synthesis and Hierarchical Feature Distillation

Author(s): Adín Ramírez Rivera;Adil Khan;Imad Eddine Ibrahim Bekkouch;Taimoor Shakeel Sheikh

Pages: 281 - 291

23) An R-Convolution Graph Kernel Based on Fast Discrete-Time Quantum Walk

Author(s): Yi Zhang;Lulu Wang;Richard C. Wilson;Kai Liu

Pages: 292 - 303

24) Flexible Cross-Modal Hashing

Author(s): Guoxian Yu;Xuanwu Liu;Jun Wang;Carlotta Domeniconi;Xiangliang Zhang

Pages: 304 - 314

25) Topic-Based Instance and Feature Selection in Multilabel Classification

Author(s): Jianghong Ma;Tommy W. S. Chow

Pages: 315 - 329

26) Two-Phase Switching Optimization Strategy in Deep Neural Networks

Author(s): Hong Hui Tan;King Hann Lim

Pages: 330 - 339

27) Clustering Analysis via Deep Generative Models With Mixture Models

Author(s): Lin Yang;Wentao Fan;Nizar Bouguila

Pages: 340 - 350

28) Block Sparse Variational Bayes Regression Using Matrix Variate Distributions With Application to SSVEP Detection

Author(s): Shruti Sharma;Santanu Chaudhury;Jayadeva

Pages: 351 - 365

29) Knowledge Transfer via Decomposing Essential Information in Convolutional Neural Networks

Author(s): Seunghyun Lee;Byung Cheol Song

Pages: 366 - 377

30) Dual-Path Deep Fusion Network for Face Image Hallucination

Author(s): Kui Jiang;Zhongyuan Wang;Peng Yi;Tao Lu;Junjun Jiang;Zixiang Xiong

Pages: 378 - 391

31) An Evolutionary Orthogonal Component Analysis Method for Incremental Dimensionality Reduction

Author(s): Tianyue Zhang;Furao Shen;Tao Zhu;Jian Zhao

Pages: 392 - 405

32) A New Looped Functional to Synchronize Neural Networks With Sampled-Data Control

Author(s): Hong-Bing Zeng;Zheng-Liang Zhai;Huaicheng Yan;Wei Wang

Pages: 406 - 415

33) CRPN-SFNet: A High-Performance Object Detector on Large-Scale Remote Sensing Images

Author(s): Qifeng Lin;Jianhui Zhao;Gang Fu;Zhiyong Yuan

Pages: 416 - 429

34) A Feature-Enriched Deep Convolutional Neural Network for JPEG Image Compression Artifacts Reduction and its Applications

Author(s): Honggang Chen;Xiaohai He;Hong Yang;Linbo Qing;Qizhi Teng

Pages: 430 - 444

35) Efficient Learning Control of Uncertain Fractional-Order Chaotic Systems With Disturbance

Author(s): Xia Wang;Bin Xu;Peng Shi;Shuai Li

Pages: 445 - 450