Articles

1. A Pilot Study of Observation Poisoning on Selective Reincarnation in Multi-Agent Reinforcement Learning

   • Harsha Putla
   • Chanakya Patibandla
   • P Nagabhushan

   OriginalPaper Open access 02 May 2024 Article: 161

   

2. A Dialogues Summarization Algorithm Based on Multi-task Learning

   • Haowei Chen
   • Chen Li
   • Lihua Tian

   OriginalPaper Open access 02 May 2024 Article: 160

   

3. Disentangled Variational Autoencoder for Social Recommendation

   • Yongshuai Zhang
   • Jiajin Huang
   • Jian Yang

   OriginalPaper Open access 29 April 2024 Article: 159

   

4. Class-Balanced Regularization for Long-Tailed Recognition

   • Yuge Xu
   • Chuanlong Lyu

   OriginalPaper Open access 29 April 2024 Article: 158

   

5. Rethinking Regularization with Random Label Smoothing

   • Claudio Filipi Gonçalves dos Santos
   • João Paulo Papa

   OriginalPaper Open access 27 April 2024 Article: 157

   

6. Target Oriented Dynamic Adaption for Cross-Domain Few-Shot Learning

   • Xinyi Chang
   • Chunyu Du
   • Yanjiang Wang

   OriginalPaper Open access 27 April 2024 Article: 156

   

7. A Geometric Theory for Binary Classification of Finite Datasets by DNNs with Relu Activations

   • Xiao-Song Yang

   OriginalPaper Open access 26 April 2024 Article: 155

   

8. CFDepthNet: Monocular Depth Estimation Introducing Coordinate Attention and Texture Features

   • Feng Wei
   • Jie Zhu
   • Jie Shen

   OriginalPaper Open access 24 April 2024 Article: 154

   

9. Investigating Deep Learning for Early Detection and Decision-Making in Alzheimer’s Disease: A Comprehensive Review

   • Ghazala Hcini
   • Imen Jdey
   • Habib Dhahri

   ReviewPaper Open access 24 April 2024 Article: 153

   

10. An Overestimation Reduction Method Based on the Multi-step Weighted Double Estimation Using Value-Decomposition Multi-agent Reinforcement Learning

    • Li-yang Zhao
    • Tian-qing Chang
    • Jin-dun Ma

    OriginalPaper Open access 23 April 2024 Article: 152

    

11. Dissipativity Analysis of Memristive Inertial Competitive Neural Networks with Mixed Delays

    • Jin Yang
    • Jigui Jian

    OriginalPaper Open access 20 April 2024 Article: 151

    

12. Efficient Visual Metaphor Image Generation Based on Metaphor Understanding

    • Chang Su
    • Xingyue Wang
    • Yijiang Chen

    OriginalPaper Open access 16 April 2024 Article: 150

    

13. SSGAN: A Semantic Similarity-Based GAN for Small-Sample Image Augmentation

    • Congcong Ma
    • Jiaqi Mi
    • Sha Tao

    OriginalPaper Open access 16 April 2024 Article: 149

    

14. Retraction Note: Application of Meta-Learning Framework Based on Multiple-Capsule Intelligent Neural Systems in Image Classification

    • Qingjun Wang
    • Gang Wang
    • Harry Wang

    Retraction Note Open access 11 April 2024 Article: 148

15. Retraction Note: A City Monitoring System Based on Real-Time Communication Interaction Module and Intelligent Visual Information Collection System

    • Daming Li
    • Bin Qin
    • Lianbing Deng

    Retraction Note Open access 11 April 2024 Article: 147

16. Retraction Note: Intelligent Crime Prevention and Control Big Data Analysis System Based on Imaging and Capsule Network Model

    • Yijun Cai
    • Dian Li
    • Yuyue Wang

    Retraction Note Open access 11 April 2024 Article: 146

17. Learning Reliable Dense Pseudo-Labels for Point-Level Weakly-Supervised Action Localization

    • Yuanjie Dang
    • Guozhu Zheng
    • Ronghua Liang

    OriginalPaper Open access 10 April 2024 Article: 145

    

18. Novel GCN Model Using Dense Connection and Attention Mechanism for Text Classification

    • Yinbin Peng
    • Wei Wu
    • Xiang Yu

    OriginalPaper Open access 09 April 2024 Article: 144

    

19. DialGNN: Heterogeneous Graph Neural Networks for Dialogue Classification

    • Yan Yan
    • Bo-Wen Zhang
    • Jun-yuan Liu

    OriginalPaper Open access 08 April 2024 Article: 143

    

20. Consensus Affinity Graph Learning via Structure Graph Fusion and Block Diagonal Representation for Multiview Clustering

    • Zhongyan Gui
    • Jing Yang
    • Cuicui Ye

    OriginalPaper Open access 08 April 2024 Article: 142

    

21. Semantic Spectral Clustering with Contrastive Learning and Neighbor Mining

    • Nongxiao Wang
    • Xulun Ye
    • Qing Wang

    OriginalPaper Open access 07 April 2024 Article: 141

    

22. Efficient Bayesian CNN Model Compression using Bayes by Backprop and L1-Norm Regularization

    • Ali Muhammad Shaikh
    • Yun-bo Zhao
    • Yu Kang

    OriginalPaper Open access 04 April 2024 Article: 140

    

23. Hierarchical Patch Aggregation Transformer for Motion Deblurring

    • Yujie Wu
    • Lei Liang
    • Zhisheng Gao

    OriginalPaper Open access 04 April 2024 Article: 139

    

24. Retraction Note: Burn Image Recognition of Medical Images Based on Deep Learning: From CNNs to Advanced Networks

    • Xianjun Wu
    • Heming Chen
    • Jinbo Huang

    Retraction Note Open access 04 April 2024 Article: 138

25. Retraction Note: Brain Tumor Segmentation Using Deep Learning and Fuzzy K-Means Clustering for Magnetic Resonance Images

    • R. Pitchai
    • P. Supraja
    • M. Madhavi

    Retraction Note Open access 04 April 2024 Article: 137

26. SGNNRec: A Scalable Double-Layer Attention-Based Graph Neural Network Recommendation Model

    • Jing He
    • Le Tang
    • Li Cai

    OriginalPaper Open access 04 April 2024 Article: 136

    

27. Detection and Classification of Brain Tumor Using Convolution Extreme Gradient Boosting Model and an Enhanced Salp Swarm Optimization

    • J. Jebastine

    OriginalPaper Open access 02 April 2024 Article: 135

    

28. A New Adaptive Robust Modularized Semi-Supervised Community Detection Method Based on Non-negative Matrix Factorization

    • Mohammad Ghadirian
    • Nooshin Bigdeli

    OriginalPaper Open access 02 April 2024 Article: 134

    

29. Human Gait Recognition Based on Frontal-View Walking Sequences Using Multi-modal Feature Representations and Learning

    • Muqing Deng
    • Zebang Zhong
    • Junrong Liao

    OriginalPaper Open access 02 April 2024 Article: 133

    

30. Multi-Model UNet: An Adversarial Defense Mechanism for Robust Visual Tracking

    • Wattanapong Suttapak
    • Jianfu Zhang
    • Liqing Zhang

    OriginalPaper Open access 01 April 2024 Article: 132

    

31. Self-Enhanced Attention for Image Captioning

    • Qingyu Sun
    • Juan Zhang
    • Yongbin Gao

    OriginalPaper Open access 01 April 2024 Article: 131

    

32. Deep Self-Supervised Attributed Graph Clustering for Social Network Analysis

    • Hu Lu
    • Haotian Hong
    • Xia Geng

    OriginalPaper Open access 01 April 2024 Article: 130

    

33. Global Asymptotic Stability of Anti-Periodic Solutions of Time-Delayed Fractional Bam Neural Networks

    • Münevver Tuz

    OriginalPaper Open access 30 March 2024 Article: 129

    

34. Central Attention with Multi-Graphs for Image Annotation

    • Baodi Liu
    • Yan Liu
    • Weifeng Liu

    OriginalPaper Open access 30 March 2024 Article: 128

    

35. Deep Embedding Clustering Based on Residual Autoencoder

    • Mengli Li
    • Chao Cao
    • Shuhong Yang

    OriginalPaper Open access 30 March 2024 Article: 127

    

36. Improved Lightweight Head Detection Based on GhostNet-SSD

    • Hongtao Hou
    • Mingzhen Guo
    • Zijiang Luo

    OriginalPaper Open access 29 March 2024 Article: 126

    

37. Power Optimization in Wireless Sensor Network Using VLSI Technique on FPGA Platform

    • Saranya Leelakrishnan
    • Arvind Chakrapani

    OriginalPaper Open access 28 March 2024 Article: 125

    

38. Multipath Attention and Adaptive Gating Network for Video Action Recognition

    • Haiping Zhang
    • Zepeng Hu
    • Conghao Ma

    OriginalPaper Open access 27 March 2024 Article: 124

    

39. Reconstruction-Aware Kernelized Fuzzy Clustering Framework Incorporating Local Information for Image Segmentation

    • Chengmao Wu
    • Xiao Qi

    OriginalPaper Open access 27 March 2024 Article: 123

    

40. Extended dissipative criteria for delayed semi-discretized competitive neural networks

    • B. Adhira
    • G. Nagamani

    OriginalPaper Open access 25 March 2024 Article: 122

    

41. Neural Data Augmentation for Legal Overruling Task: Small Deep Learning Models vs. Large Language Models

    • Reshma Sheik
    • K. P. Siva Sundara
    • S. Jaya Nirmala

    OriginalPaper Open access 23 March 2024 Article: 121

    

42. Causality-Driven Intra-class Non-equilibrium Label-Specific Features Learning

    • Wenxin Ge
    • Yibin Wang
    • Yusheng Cheng

    OriginalPaper Open access 21 March 2024 Article: 120

    

43. Robustness analysis of exponential stability of fuzzy inertial neural networks through the estimation of upper limits of perturbations

    • Wenxiang Fang
    • Tao Xie

    OriginalPaper Open access 20 March 2024 Article: 119

    

44. A Novel Distributed Process Monitoring Framework of VAE-Enhanced with Deep Neural Network

    • Ming Yin
    • Jiayi Tian
    • Jijiao Jiang

    OriginalPaper Open access 20 March 2024 Article: 118

    

45. Hyperspectral Image Classification Based on 3D–2D Hybrid Convolution and Graph Attention Mechanism

    • Hui Zhang
    • Kaiping Tu
    • Ruiqin Wang

    OriginalPaper Open access 20 March 2024 Article: 117

    

46. Intuitionistic Fuzzy Extreme Learning Machine with the Truncated Pinball Loss

    • Qingyun Gao
    • Qing Ai
    • Wenhui Wang

    OriginalPaper Open access 20 March 2024 Article: 116

    

47. CNN-based Methods for Offline Arabic Handwriting Recognition: A Review

    • Mohsine El Khayati
    • Ismail Kich
    • Youssef Taouil

    ReviewPaper Open access 19 March 2024 Article: 115

    

48. Enhanced Coalescence Backdoor Attack Against DNN Based on Pixel Gradient

    • Jianyao Yin
    • Honglong Chen
    • Yudong Gao

    OriginalPaper Open access 19 March 2024 Article: 114

    

49. Boundedness and Convergence of Mini-batch Gradient Method with Cyclic Dropconnect and Penalty

    • Junling Jing
    • Cai Jinhang
    • Wenxia Zhang

    OriginalPaper Open access 19 March 2024 Article: 113

    

50. Detection of Image Tampering Using Deep Learning, Error Levels and Noise Residuals

    • Sunen Chakraborty
    • Kingshuk Chatterjee
    • Paramita Dey

    OriginalPaper Open access 19 March 2024 Article: 112