IEEE Transactions on Neural Networks and Learning Systems, Volume 35, Issue 4, April 2024

1) Guest Editorial: Deep Neural Networks for Graphs: Theory, Models, Algorithms, and Applications

Author(s): Ming Li, Alessio Micheli, Yu Guang Wang, Shirui Pan, Pietro Lió, Giorgio Stefano Gnecco, Marcello Sanguineti

Pages: 4367 - 4372

2) Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory

Author(s): Asif Salim, S. Sumitra

Pages: 4373 - 4384

3) Empowering Simple Graph Convolutional Networks

Author(s): Luca Pasa, Nicolò Navarin, Wolfgang Erb, Alessandro Sperduti

Pages: 4385 - 4399

4) Convolutional Neural Networks for Spherical Signal Processing via Area-Regular Spherical Haar Tight Framelets

Author(s): Jianfei Li, Han Feng, Xiaosheng Zhuang

Pages: 4400 - 4410

5) Debiased Graph Neural Networks With Agnostic Label Selection Bias

Author(s): Shaohua Fan, Xiao Wang, Chuan Shi, Kun Kuang, Nian Liu, Bai Wang

Pages: 4411 - 4422

6) Learning Aligned Vertex Convolutional Networks for Graph Classification

Author(s): Lixin Cui, Lu Bai, Xiao Bai, Yue Wang, Edwin R. Hancock

Pages: 4423 - 4437

7) Analyzing Heterogeneous Networks With Missing Attributes by Unsupervised Contrastive Learning

Author(s): Dongxiao He, Chundong Liang, Cuiying Huo, Zhiyong Feng, Di Jin, Liang Yang, Weixiong Zhang

Pages: 4438 - 4450

8) Parallelly Adaptive Graph Convolutional Clustering Model

Author(s): Xiaxia He, Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin

Pages: 4451 - 4464

9) GUIDE: Training Deep Graph Neural Networks via Guided Dropout Over Edges

Author(s): Jie Wang, Jianqing Liang, Jiye Liang, Kaixuan Yao

Pages: 4465 - 4477

10) ScaleGCN: Efficient and Effective Graph Convolution via Channel-Wise Scale Transformation

Author(s): Tianqi Zhang, Qitian Wu, Junchi Yan, Yunan Zhao, Bing Han

Pages: 4478 - 4490

11) Toward Quantized Model Parallelism for Graph-Augmented MLPs Based on Gradient-Free ADMM Framework

Author(s): Junxiang Wang, Hongyi Li, Zheng Chai, Yongchao Wang, Yue Cheng, Liang Zhao

Pages: 4491 - 4501

12) Attributed Graph Force Learning

Author(s): Ke Sun, Feng Xia, Jiaying Liu, Bo Xu, Vidya Saikrishna, Charu C. Aggarwal

Pages: 4502 - 4515

13) GNDAN: Graph Navigated Dual Attention Network for Zero-Shot Learning

Author(s): Shiming Chen, Ziming Hong, Guosen Xie, Qinmu Peng, Xinge You, Weiping Ding, Ling Shao

Pages: 4516 - 4529

14) Reverse Graph Learning for Graph Neural Network

Author(s): Liang Peng, Rongyao Hu, Fei Kong, Jiangzhang Gan, Yujie Mo, Xiaoshuang Shi, Xiaofeng Zhu

Pages: 4530 - 4541

15) Haar Wavelet Feature Compression for Quantized Graph Convolutional Networks

Author(s): Moshe Eliasof, Benjamin J. Bodner, Eran Treister

Pages: 4542 - 4553

16) CapMax: A Framework for Dynamic Network Representation Learning From the View of Multiuser Communication

Author(s): Chenming Yang, Hui Wen, Bryan Hooi, Liang Zhou

Pages: 4554 - 4566

17) Transition Propagation Graph Neural Networks for Temporal Networks

Author(s): Tongya Zheng, Zunlei Feng, Tianli Zhang, Yunzhi Hao, Mingli Song, Xingen Wang, Xinyu Wang, Ji Zhao, Chun Chen

Pages: 4567 - 4579

18) Status-Aware Signed Heterogeneous Network Embedding With Graph Neural Networks

Author(s): Wanyu Lin, Baochun Li

Pages: 4580 - 4592

19) Two-Level Graph Neural Network

Author(s): Xing Ai, Chengyu Sun, Zhihong Zhang, Edwin R. Hancock

Pages: 4593 - 4606

20) Structure-Aware Prototypical Neural Process for Few-Shot Graph Classification

Author(s): Xixun Lin, Zhao Li, Peng Zhang, Luchen Liu, Chuan Zhou, Bin Wang, Zhihong Tian

Pages: 4607 - 4621

21) Coarse-to-Fine Contrastive Learning on Graphs

Author(s): Peiyao Zhao, Yuangang Pan, Xin Li, Xu Chen, Ivor W. Tsang, Lejian Liao

Pages: 4622 - 4634

22) DyGCN: Efficient Dynamic Graph Embedding With Graph Convolutional Network

Author(s): Zeyu Cui, Zekun Li, Shu Wu, Xiaoyu Zhang, Qiang Liu, Liang Wang, Mengmeng Ai

Pages: 4635 - 4646

23) A Meta-Learning Approach for Training Explainable Graph Neural Networks

Author(s): Indro Spinelli, Simone Scardapane, Aurelio Uncini

Pages: 4647 - 4655

24) On Representation Knowledge Distillation for Graph Neural Networks

Author(s): Chaitanya K. Joshi, Fayao Liu, Xu Xun, Jie Lin, Chuan Sheng Foo

Pages: 4656 - 4667

25) Graph Neural Networks for Graph Drawing

Author(s): Matteo Tiezzi, Gabriele Ciravegna, Marco Gori

Pages: 4668 - 4681

26) A Comprehensive Survey on Community Detection With Deep Learning

Author(s): Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cecile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu

Pages: 4682 - 4702

27) Hawk: Rapid Android Malware Detection Through Heterogeneous Graph Attention Networks

Author(s): Yiming Hei, Renyu Yang, Hao Peng, Lihong Wang, Xiaolin Xu, Jianwei Liu, Hong Liu, Jie Xu, Lichao Sun

Pages: 4703 - 4717

28) Causal Incremental Graph Convolution for Recommender System Retraining

Author(s): Sihao Ding, Fuli Feng, Xiangnan He, Yong Liao, Jun Shi, Yongdong Zhang

Pages: 4718 - 4728

29) SiReN: Sign-Aware Recommendation Using Graph Neural Networks

Author(s): Changwon Seo, Kyeong-Joong Jeong, Sungsu Lim, Won-Yong Shin

Pages: 4729 - 4743

30) Adversarial Danger Identification on Temporally Dynamic Graphs

Author(s): Fuqiang Liu, Jingbo Tian, Luis Miranda-Moreno, Lijun Sun

Pages: 4744 - 4755

31) Graph Convolutional Network Discrete Hashing for Cross-Modal Retrieval

Author(s): Cong Bai, Chao Zeng, Qing Ma, Jinglin Zhang

Pages: 4756 - 4767

32) Online Multi-Agent Forecasting With Interpretable Collaborative Graph Neural Networks

Author(s): Maosen Li, Siheng Chen, Yanning Shen, Genjia Liu, Ivor W. Tsang, Ya Zhang

Pages: 4768 - 4782

33) Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition

Author(s): Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, R. I. McKay, Saeed Anwar, Tom Gedeon

Pages: 4783 - 4797

34) A Novel Local–Global Graph Convolutional Method for Point Cloud Semantic Segmentation

Author(s): Zijin Du, Hailiang Ye, Feilong Cao

Pages: 4798 - 4812

35) Dual-Graph Attention Convolution Network for 3-D Point Cloud Classification

Author(s): Chang-Qin Huang, Fan Jiang, Qiong-Hao Huang, Xi-Zhe Wang, Zhong-Mei Han, Wei-Yu Huang

Pages: 4813 - 4825

36) A Mutually Supervised Graph Attention Network for Few-Shot Segmentation: The Perspective of Fully Utilizing Limited Samples

Author(s): Honghao Gao, Junsheng Xiao, Yuyu Yin, Tong Liu, Jiangang Shi

Pages: 4826 - 4838

37) Graph-Based Contrastive Learning for Description and Detection of Local Features

Author(s): Zihao Wang, Zhen Li, Xueyi Li, Wenjie Chen, Xiangdong Liu

Pages: 4839 - 4851

38) Geometry-Based Molecular Generation With Deep Constrained Variational Autoencoder

Author(s): Chunyan Li, Junfeng Yao, Wei Wei, Zhangming Niu, Xiangxiang Zeng, Jin Li, Jianmin Wang

Pages: 4852 - 4861

39) Functional Connectivity Prediction With Deep Learning for Graph Transformation

Author(s): Negar Etemadyrad, Yuyang Gao, Qingzhe Li, Xiaojie Guo, Frank Krueger, Qixiang Lin, Deqiang Qiu, Liang Zhao

Pages: 4862 - 4875

40) Survival Analysis of High-Dimensional Data With Graph Convolutional Networks and Geometric Graphs

Author(s): Yurong Ling, Zijing Liu, Jing-Hao Xue

Pages: 4876 - 4886

41) Nowhere to Hide: Online Rumor Detection Based on Retweeting Graph Neural Networks

Author(s): Bo Liu, Xiangguo Sun, Qing Meng, Xinyan Yang, Yang Lee, Jiuxin Cao, Junzhou Luo, Roy Ka-Wei Lee

Pages: 4887 - 4898

42) IEEE Transactions on Neural Networks and Learning Systems Special Issue on Causal Discovery and Causality-Inspired Machine Learning

Author(s): Kun Zhang, Ilya Shpitser, Sara Magliacane, Davide Bacciu, Fei Wu, Changshui Zhang, Peter Spirtes

Pages: 4899 - 4901

43) Local Independence Testing for Point Processes

Author(s): Nikolaj Thams, Niels Richard Hansen

Pages: 4902 - 4910

44) Causal Discovery on Discrete Data via Weighted Normalized Wasserstein Distance

Author(s): Yi Wei, Xiaofei Li, Lihui Lin, Dengming Zhu, Qingyong Li

Pages: 4911 - 4923

45) On Low-Rank Directed Acyclic Graphs and Causal Structure Learning

Author(s): Zhuangyan Fang, Shengyu Zhu, Jiji Zhang, Yue Liu, Zhitang Chen, Yangbo He

Pages: 4924 - 4937

46) Leveraging Directed Causal Discovery to Detect Latent Common Causes in Cause-Effect Pairs

Author(s): Ciarán M. Gilligan-Lee, Christopher Hart, Jonathan Richens, Saurabh Johri

Pages: 4938 - 4947

47) Linear Deconfounded Score Method: Scoring DAGs With Dense Unobserved Confounding

Author(s): Alexis Bellot, Mihaela van der Schaar

Pages: 4948 - 4962

48) Out-of-Sample Tuning for Causal Discovery

Author(s): Konstantina Biza, Ioannis Tsamardinos, Sofia Triantafillou

Pages: 4963 - 4973

49) A Stepwise Multivariate Granger Causality Method for Constructing Hierarchical Directed Brain Functional Network

Author(s): Qing Gao, Ning Luo, Minfeng Liang, Weiqi Zhou, Yan Li, Rong Li, Xiaofei Hu, Ting Zou, Xuyang Wang, Jiali Yu, Jinsong Leng, Huafu Chen

Pages: 4974 - 4984

50) Is Single Enough? A Joint Spatiotemporal Feature Learning Framework for Multivariate Time Series Prediction

Author(s): Kaixin Yuan, Kai Wu, Jing Liu

Pages: 4985 - 4998

51) Probabilistic Causal Effect Estimation With Global Neural Network Forecasting Models

Author(s): Priscila Grecov, Ankitha Nandipura Prasanna, Klaus Ackermann, Sam Campbell, Debbie Scott, Dan I. Lubman, Christoph Bergmeir

Pages: 4999 - 5013

52) Covariate Balancing Methods for Randomized Controlled Trials Are Not Adversarially Robust

Author(s): Hossein Babaei, Sina Alemohammad, Richard G. Baraniuk

Pages: 5014 - 5026

53) Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records

Author(s): Shishir Rao, Mohammad Mamouei, Gholamreza Salimi-Khorshidi, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaine, Dexter Canoy, Kazem Rahimi

Pages: 5027 - 5038

54) Causality-Aware Predictions in Static Anticausal Machine Learning Tasks

Author(s): Elias Chaibub Neto

Pages: 5039 - 5053

55) Learning to Double-Check Model Prediction From a Causal Perspective

Author(s): Xun Deng, Fuli Feng, Xiang Wang, Xiangnan He, Hanwang Zhang, Tat-Seng Chua

Pages: 5054 - 5063

56) Deep Reinforcement Learning: A Survey

Author(s): Xu Wang, Sen Wang, Xingxing Liang, Dawei Zhao, Jincai Huang, Xin Xu, Bin Dai, Qiguang Miao

Pages: 5064 - 5078

57) Sampled-Data Control for Exponential Synchronization of Delayed Inertial Neural Networks With Aperiodic Sampling and State Quantization

Author(s): Zheng You, Huaicheng Yan, Hao Zhang, Meng Wang, Kaibo Shi

Pages: 5079 - 5091

58) Discriminative Suprasphere Embedding for Fine-Grained Visual Categorization

Author(s): Shuo Ye, Qinmu Peng, Wenju Sun, Jiamiao Xu, Yu Wang, Xinge You, Yiu-Ming Cheung

Pages: 5092 - 5102

59) Deep Metric Learning Based on Meta-Mining Strategy With Semiglobal Information

Author(s): Xiruo Jiang, Sheng Liu, Xili Dai, Guosheng Hu, Xingguo Huang, Yazhou Yao, Guo-Sen Xie, Ling Shao

Pages: 5103 - 5116

60) A Hybrid CMOS-Memristor Spiking Neural Network Supporting Multiple Learning Rules

Author(s): Davide Florini, Daniela Gandolfi, Jonathan Mapelli, Lorenzo Benatti, Paolo Pavan, Francesco Maria Puglisi

Pages: 5117 - 5129

61) Eye-LRCN: A Long-Term Recurrent Convolutional Network for Eye Blink Completeness Detection

Author(s): Gonzalo de la Cruz, Madalena Lira, Oscar Luaces, Beatriz Remeseiro

Pages: 5130 - 5140

62) Counting Crowd by Weighing Counts: A Sequential Decision-Making Perspective

Author(s): Hao Lu, Liang Liu, Hu Wang, Zhiguo Cao

Pages: 5141 - 5154

63) Contrastive Unfolding Deraining Network

Author(s): Zihong Huang, Jian Zhang

Pages: 5155 - 5169

64) A Convergence Path to Deep Learning on Noisy Labels

Author(s): Defu Liu, Ivor W. Tsang, Guowu Yang

Pages: 5170 - 5182

65) Explicit and Implicit Pattern Relation Analysis for Discovering Actionable Negative Sequences

Author(s): Wei Wang, Longbing Cao

Pages: 5183 - 5197

66) Synchronization of Stochastic Neural Networks Using Looped-Lyapunov Functional and Its Application to Secure Communication

Author(s): Bhuvaneshwari Ganesan, Prakash Mani, Lakshmanan Shanmugam, Manivannan Annamalai

Pages: 5198 - 5210

67) Holistic-Guided Disentangled Learning With Cross-Video Semantics Mining for Concurrent First-Person and Third-Person Activity Recognition

Author(s): Tianshan Liu, Rui Zhao, Wenqi Jia, Kin-Man Lam, Jun Kong

Pages: 5211 - 5225

68) Learning to Synthesize Compatible Fashion Items Using Semantic Alignment and Collocation Classification: An Outfit Generation Framework

Author(s): Dongliang Zhou, Haijun Zhang, Kai Yang, Linlin Liu, Han Yan, Xiaofei Xu, Zhao Zhang, Shuicheng Yan

Pages: 5226 - 5240

69) Distributed Adaptive Forwarding Finite-Time Output Consensus of High-Order Multiagent Systems via Immersion and Invariance-Based Approximator

Author(s): Yang Yang, Shuang Song, Sergey Gorbachev, Dong Yue, Jianchao He

Pages: 5241 - 5255

70) Error Loss Networks

Author(s): Badong Chen, Yunfei Zheng, Pengju Ren

Pages: 5256 - 5268

71) Action Candidate Driven Clipped Double Q-Learning for Discrete and Continuous Action Tasks

Author(s): Haobo Jiang, Guangyu Li, Jin Xie, Jian Yang

Pages: 5269 - 5279

72) Minimax Optimal Bandits for Heavy Tail Rewards

Author(s): Kyungjae Lee, Sungbin Lim

Pages: 5280 - 5294

73) Observer-Based Neural Control of N-Link Flexible-Joint Robots

Author(s): Hui Ma, Hongru Ren, Qi Zhou, Hongyi Li, Zhenyou Wang

Pages: 5295 - 5305

74) LaplaceNet: A Hybrid Graph-Energy Neural Network for Deep Semisupervised Classification

Author(s): Philip Sellars, Angelica I. Aviles-Rivero, Carola-Bibiane Schönlieb

Pages: 5306 - 5318

75) An Efficient and Adaptive Granular-Ball Generation Method in Classification Problem

Author(s): Shuyin Xia, Xiaochuan Dai, Guoyin Wang, Xinbo Gao, Elisabeth Giem

Pages: 5319 - 5331

76) Sampled-Data-Based Secure Synchronization Control for Chaotic Lur’e Systems Subject to Denial-of-Service Attacks

Author(s): Yingjie Fan, Xia Huang, Yuxia Li, Hao Shen

Pages: 5332 - 5344

77) Event-Triggered Adaptive Fuzzy Neural Network Output Feedback Control for Constrained Stochastic Nonlinear Systems

Author(s): Chenyi Si, Qing-Guo Wang, Jinpeng Yu

Pages: 5345 - 5354

78) SwinPA-Net: Swin Transformer-Based Multiscale Feature Pyramid Aggregation Network for Medical Image Segmentation

Author(s): Hao Du, Jiazheng Wang, Min Liu, Yaonan Wang, Erik Meijering

Pages: 5355 - 5366

79) An Adaptive Black-Box Defense Against Trojan Attacks (TrojDef)

Author(s): Guanxiong Liu, Abdallah Khreishah, Fatima Sharadgah, Issa Khalil

Pages: 5367 - 5381

80) Spurious Local Minima are Common for Deep Neural Networks With Piecewise Linear Activations

Author(s): Bo Liu

Pages: 5382 - 5394

81) Generalized Weakly Supervised Object Localization

Author(s): Dingwen Zhang, Guangyu Guo, Wenyuan Zeng, Lei Li, Junwei Han

Pages: 5395 - 5406

82) A Conformable Moments-Based Deep Learning System for Forged Handwriting Detection

Author(s): Lokesh Nandanwar, Palaiahnakote Shivakumara, Hamid A. Jalab, Rabha W. Ibrahim, Ramachandra Raghavendra, Umapada Pal, Tong Lu, Michael Blumenstein

Pages: 5407 - 5420

83) A Learning-Based Approach for Diagnosis and Diagnosability of Unknown Discrete Event Systems

Author(s): Ira Wendell Bates, Ali Karimoddini, Mohammad Karimadini

Pages: 5421 - 5434

84) Few-Shot Object Detection With Self-Supervising and Cooperative Classifier

Author(s): Di Qi, Jilin Hu, Jianbing Shen

Pages: 5435 - 5446

85) Not All Instances Contribute Equally: Instance-Adaptive Class Representation Learning for Few-Shot Visual Recognition

Author(s): Mengya Han, Yibing Zhan, Yong Luo, Bo Du, Han Hu, Yonggang Wen, Dacheng Tao

Pages: 5447 - 5460

86) Graph Representation Learning for Large-Scale Neuronal Morphological Analysis

Author(s): Jie Zhao, Xuejin Chen, Zhiwei Xiong, Zheng-Jun Zha, Feng Wu

Pages: 5461 - 5472

87) Multi-Behavior Graph Neural Networks for Recommender System

Author(s): Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo

Pages: 5473 - 5487

88) Neural Joint Entropy Estimation

Author(s): Yuval Shalev, Amichai Painsky, Irad Ben-Gal

Pages: 5488 - 5500

89) Adaptive Neural Network-Based Event-Triggered SOC Observer With Application to a Stochastic Battery Model

Author(s): Chenyang Pan, Zhaoxia Peng, Shichun Yang, Guoguang Wen, Biao Luo, Tingwen Huang

Pages: 5501 - 5511

90) Output Feedback-Based Consensus for Nonlinear Multiagent Systems: The Event-Triggered Communication Strategy

Author(s): Lihua Tan, Xin Wang, Chuandong Li, Xing He

Pages: 5512 - 5522

91) Differentially Private Consensus for Second-Order Multiagent Systems With Quantized Communication

Author(s): Wenjun Zhang, Bing-Chang Wang, Yong Liang

Pages: 5523 - 5535

92) Understanding the Distributions of Aggregation Layers in Deep Neural Networks

Author(s): Eng-Jon Ong, Sameed Husain, Miroslaw Bober

Pages: 5536 - 5550

93) Exponential Convergence of Primal–Dual Dynamics Under General Conditions and Its Application to Distributed Optimization

Author(s): Luyao Guo, Xinli Shi, Jinde Cao, Zihao Wang

Pages: 5551 - 5565

94) Grouped Spherical Data Modeling Through Hierarchical Nonparametric Bayesian Models and Its Application to fMRI Data Analysis

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

Pages: 5566 - 5576

95) Optimal Tracking Control of Heterogeneous MASs Using Event-Driven Adaptive Observer and Reinforcement Learning

Author(s): Yong Xu, Jian Sun, Ya-Jun Pan, Zheng-Guang Wu

Pages: 5577 - 5587

96) CTV-Net: Complex-Valued TV-Driven Network With Nested Topology for 3-D SAR Imaging

Author(s): Mou Wang, Shunjun Wei, Zichen Zhou, Jun Shi, Xiaoling Zhang, Yongxin Guo

Pages: 5588 - 5602

97) The Dilemma of Quantum Neural Networks

Author(s): Yang Qian, Xinbiao Wang, Yuxuan Du, Xingyao Wu, Dacheng Tao

Pages: 5603 - 5615

98) Learning Complementary Correlations for Depth Super-Resolution With Incomplete Data in Real World

Author(s): Zhiqiang Yan, Kun Wang, Xiang Li, Zhenyu Zhang, Guangyu Li, Jun Li, Jian Yang

Pages: 5616 - 5626

99) M3W: Multistep Three-Way Clustering

Author(s): Mingjing Du, Jingqi Zhao, Jiarui Sun, Yongquan Dong

Pages: 5627 - 5640

100) Fuzzy Graph Subspace Convolutional Network

Author(s): Jianhang Zhou, Qi Zhang, Shaoning Zeng, Bob Zhang

Pages: 5641 - 5655

101) Learning Dynamic Compact Memory Embedding for Deformable Visual Object Tracking

Author(s): Hongtao Yu, Pengfei Zhu, Kaihua Zhang, Yu Wang, Shuai Zhao, Lei Wang, Tianzhu Zhang, Qinghua Hu

Pages: 5656 - 5670

102) Asymmetric Constrained Optimal Tracking Control With Critic Learning of Nonlinear Multiplayer Zero-Sum Games

Author(s): Junfei Qiao, Menghua Li, Ding Wang

Pages: 5671 - 5683

103) WalkGAN: Network Representation Learning With Sequence-Based Generative Adversarial Networks

Author(s): Taisong Jin, Xixi Yang, Zhengtao Yu, Han Luo, Yongmei Zhang, Feiran Jie, Xiangxiang Zeng, Min Jiang

Pages: 5684 - 5694

104) A Reinforcement Learning Approach for Flexible Job Shop Scheduling Problem With Crane Transportation and Setup Times

Author(s): Yu Du, Junqing Li, Chengdong Li, Peiyong Duan

Pages: 5695 - 5709

105) On the Equivalence of Linear Discriminant Analysis and Least Squares Regression

Author(s): Feiping Nie, Hong Chen, Shiming Xiang, Changshui Zhang, Shuicheng Yan, Xuelong Li

Pages: 5710 - 5720

106) Fast Multilabel Feature Selection via Global Relevance and Redundancy Optimization

Author(s): Jia Zhang, Yidong Lin, Min Jiang, Shaozi Li, Yong Tang, Jinyi Long, Jian Weng, Kay Chen Tan

Pages: 5721 - 5734

107) Learning Transactional Behavioral Representations for Credit Card Fraud Detection

Author(s): Yu Xie, Guanjun Liu, Chungang Yan, Changjun Jiang, Mengchu Zhou, Maozhen Li

Pages: 5735 - 5748

108) Unsupervised Fusion Feature Matching for Data Bias in Uncertainty Active Learning

Author(s): Wei Huang, Shuzhou Sun, Xiao Lin, Ping Li, Lei Zhu, Jihong Wang, C. L. Philip Chen, Bin Sheng

Pages: 5749 - 5763

109) Sequential Fusion Estimation for Multirate Complex Networks With Uniform Quantization: A Zonotopic Set-Membership Approach

Author(s): Zhongyi Zhao, Zidong Wang, Lei Zou

Pages: 5764 - 5777

110) Design and Experimental Validation of Deep Reinforcement Learning-Based Fast Trajectory Planning and Control for Mobile Robot in Unknown Environment

Author(s): Runqi Chai, Hanlin Niu, Joaquin Carrasco, Farshad Arvin, Hujun Yin, Barry Lennox

Pages: 5778 - 5792

111) A Jump-Gain Integral Recurrent Neural Network for Solving Noise-Disturbed Time-Variant Nonlinear Inequality Problems

Author(s): Zhijun Zhang, Yating Song, Lunan Zheng, Yamei Luo

Pages: 5793 - 5806

112) Balancing Transferability and Discriminability for Unsupervised Domain Adaptation

Author(s): Jingke Huang, Ni Xiao, Lei Zhang

Pages: 5807 - 5814