1. Sub-One Quasi-Norm-Based k-Means Clustering Algorithm and Analyses

   • Qi An
   • Shan Jiang

   OriginalPaper Open access 13 May 2024 Article: 175

   

2. Hyperbolic Tangent-Type Variant-Parameter and Robust ZNN Solutions for Resolving Time-Variant Sylvester Equation in Preassigned-Time

   • Jiawei Luo
   • Lei Yu
   • Bangshu Xiong

   OriginalPaper Open access 13 May 2024 Article: 174

   

3. Time Series Classification Based on Forward Echo State Convolution Network

   • Lei Xia
   • Jianfeng Tang
   • Lidan Wang

   OriginalPaper Open access 11 May 2024 Article: 173

   

4. A Unified Asymmetric Knowledge Distillation Framework for Image Classification

   • Xin Ye
   • Xiang Tian
   • Yaowu Chen

   OriginalPaper Open access 10 May 2024 Article: 172

   

5. Pinning Group Consensus of Multi-agent Systems Under DoS Attacks

   • Qian Lang
   • Jing Xu
   • Zhengxin Wang

   OriginalPaper Open access 10 May 2024 Article: 171

   

6. Unsupervised Domain Adaptation Depth Estimation Based on Self-attention Mechanism and Edge Consistency Constraints

   • Peng Guo
   • Shuguo Pan
   • Baoguo Yu

   OriginalPaper Open access 09 May 2024 Article: 170

   

7. A Prototype-Based Neural Network for Image Anomaly Detection and Localization

   • Chao Huang
   • Zhao Kang
   • Hong Wu

   OriginalPaper Open access 08 May 2024 Article: 169

   

8. Multi-view Self-supervised Learning and Multi-scale Feature Fusion for Automatic Speech Recognition

   • Jingyu Zhao
   • Ruwei Li
   • Weidong An

   OriginalPaper Open access 08 May 2024 Article: 168

   

9. TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning

   • Shuangmei Wang
   • Yang Cao
   • Tieru Wu

   OriginalPaper Open access 08 May 2024 Article: 167

   

10. WaveVC: Speech and Fundamental Frequency Consistent Raw Audio Voice Conversion

    • Kyungdeuk Ko
    • Donghyeon Kim
    • Hanseok Ko

    OriginalPaper Open access 08 May 2024 Article: 166

    

11. A Parallel Model for Jointly Extracting Entities and Relations

    • Zuqin Chen
    • Yujie Zheng
    • Zining Wang

    OriginalPaper Open access 07 May 2024 Article: 165

    

12. Non-linear Time Series Prediction using Improved CEEMDAN, SVD and LSTM

    • Sameer Poongadan
    • M. C. Lineesh

    OriginalPaper Open access 06 May 2024 Article: 164

    

13. Use of a Modified Threshold Function in Fuzzy Cognitive Maps for Improved Failure Mode Identification

    • Manu Augustine
    • Om Prakash Yadav
    • Dheeraj Joshi

    OriginalPaper Open access 09 May 2024 Article: 163

    

14. Dual Classifier Adaptation: Source-Free UDA via Adaptive Pseudo-Labels Learning

    • Yunyun Wang
    • Qinghao Li
    • Ziyi Hua

    OriginalPaper Open access 04 May 2024 Article: 162

    

15. 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

    

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

    • Haowei Chen
    • Chen Li
    • Lihua Tian

    OriginalPaper Open access 02 May 2024 Article: 160

    

17. Disentangled Variational Autoencoder for Social Recommendation

    • Yongshuai Zhang
    • Jiajin Huang
    • Jian Yang

    OriginalPaper Open access 29 April 2024 Article: 159

    

18. Class-Balanced Regularization for Long-Tailed Recognition

    • Yuge Xu
    • Chuanlong Lyu

    OriginalPaper Open access 29 April 2024 Article: 158

    

19. Rethinking Regularization with Random Label Smoothing

    • Claudio Filipi Gonçalves dos Santos
    • João Paulo Papa

    OriginalPaper Open access 27 April 2024 Article: 157

    

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

    • Xinyi Chang
    • Chunyu Du
    • Yanjiang Wang

    OriginalPaper Open access 27 April 2024 Article: 156

    

21. 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

    

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

    • Feng Wei
    • Jie Zhu
    • Jie Shen

    OriginalPaper Open access 24 April 2024 Article: 154

    

23. 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

    

24. 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

    

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

    • Jin Yang
    • Jigui Jian

    OriginalPaper Open access 20 April 2024 Article: 151

    

26. Efficient Visual Metaphor Image Generation Based on Metaphor Understanding

    • Chang Su
    • Xingyue Wang
    • Yijiang Chen

    OriginalPaper Open access 16 April 2024 Article: 150

    

27. 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