1. Deep, Flexible Data Embedding with Graph-Based Feature Propagation for Semi-supervised Classification

   • Fadi Dornaika

   BriefCommunication 13 October 2022 Pages: 1 - 12

   

2. IR-Capsule: Two-Stream Network for Face Forgery Detection

   • Kaihan Lin
   • Weihong Han
   • Jujian Lv

   OriginalPaper 02 June 2022 Pages: 13 - 22

   

3. A Music Cognition–Guided Framework for Multi-pitch Estimation

   • Xiaoquan Li
   • Yijun Yan
   • Jinchang Ren

   OriginalPaper Open access 14 June 2022 Pages: 23 - 35

   

4. A Graph-Based Deep Reinforcement Learning Approach to Grasping Fully Occluded Objects

   • Guoyu Zuo
   • Jiayuan Tong
   • Daoxiong Gong

   OriginalPaper 15 August 2022 Pages: 36 - 49

   

5. Fixed-Time Control for Memristor-Based Quaternion-Valued Neural Networks with Discontinuous Activation Functions

   • Ruoyu Wei
   • Jinde Cao
   • Sergey Gorbachev

   OriginalPaper 21 September 2022 Pages: 50 - 60

   

6. A Multilayer Network-Based Approach to Represent, Explore and Handle Convolutional Neural Networks

   • Alessia Amelio
   • Gianluca Bonifazi
   • Luca Virgili

   OriginalPaper 06 December 2022 Pages: 61 - 89

   

7. Neural Network-Based Adaptive Containment Control Algorithms Design for Nonlinear Multiagent Systems with Switching Topologies

   • Jie Huang
   • Xin Wang
   • Rui Xu

   OriginalPaper 07 December 2022 Pages: 90 - 102

   

8. A Developmental Approach for Training Deep Belief Networks

   • Matteo Zambra
   • Alberto Testolin
   • Marco Zorzi

   OriginalPaper Open access 22 December 2022 Pages: 103 - 120

   

9. Multi-granularity Hierarchical Feature Extraction for Question-Answering Understanding

   • Xingguo Qin
   • Ya Zhou
   • Jun Li

   OriginalPaper 26 December 2022 Pages: 121 - 131

   

10. A Controlled Attention for Nested Named Entity Recognition

    • Yanping Chen
    • Rong Huang
    • Ping Chen

    OriginalPaper 11 February 2023 Pages: 132 - 145

    

11. An Investigation to Identify Optimal Setup for Automated Assessment of Dysarthric Intelligibility using Deep Learning Technologies

    • Kyle Hall
    • Andy Huang
    • Seyed Reza Shahamiri

    OriginalPaper Open access 07 July 2022 Pages: 146 - 158

    

12. A Brain-Controlled Vehicle System Based on Steady State Visual Evoked Potentials

    • Zhao Zhang
    • Shuning Han
    • Cesar F. Caiafa

    OriginalPaper Open access 10 September 2022 Pages: 159 - 175

    

13. Accurate Emotion Recognition Utilizing Extracted EEG Sources as Graph Neural Network Nodes

    • Shiva Asadzadeh
    • Tohid Yousefi Rezaii
    • Saeed Meshgini

    OriginalPaper 08 December 2022 Pages: 176 - 189

    

14. Cognitive Decision-Making Based on a Non-linear Similarity Measure Using an Intuitionistic Fuzzy Set Framework

    • Pranjal Talukdar
    • Palash Dutta
    • Soumendra Goala

    OriginalPaper 08 December 2022 Pages: 190 - 207

    

15. Analysis of Gender Differences in Online Handwriting Signals for Enhancing e-Health and e-Security Applications

    • Marcos Faundez-Zanuy
    • Jiri Mekyska

    OriginalPaper Open access 21 January 2023 Pages: 208 - 219

    

16. The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke

    • Haobo Chen
    • Shaode Yu
    • Pia Rotshtein

    OriginalPaper Open access 27 January 2023 Pages: 220 - 237

    

17. CT Radiomic Features and Clinical Biomarkers for Predicting Coronary Artery Disease

    • Carmelo Militello
    • Francesco Prinzi
    • Salvatore Vitabile

    OriginalPaper Open access 06 February 2023 Pages: 238 - 253

    

18. Automatically Constructing a Fine-Grained Sentiment Lexicon for Sentiment Analysis

    • Yabing Wang
    • Guimin Huang
    • Hui Li

    OriginalPaper 18 July 2022 Pages: 254 - 271

    

19. Modelling Human Word Learning and Recognition Using Visually Grounded Speech

    • Danny Merkx
    • Sebastiaan Scholten
    • Odette Scharenborg

    OriginalPaper Open access 15 October 2022 Pages: 272 - 288

    

20. TEDT: Transformer-Based Encoding–Decoding Translation Network for Multimodal Sentiment Analysis

    • Fan Wang
    • Shengwei Tian
    • Yongtao Wang

    OriginalPaper 14 November 2022 Pages: 289 - 303

    

21. Sentiment Analysis and Topic Mining Using a Novel Deep Attention-Based Parallel Dual-Channel Model for Online Course Reviews

    • Chun Yan
    • Jiahui Liu
    • Xinhong Liu

    OriginalPaper 05 December 2022 Pages: 304 - 322

    

22. VSCA: A Sentence Matching Model Incorporating Visual Perception

    • Zhe Zhang
    • Guangli Xiao
    • Tao Zhang

    OriginalPaper 08 December 2022 Pages: 323 - 336

    

23. Aspect Sentiment Triplet Extraction Incorporating Syntactic Constituency Parsing Tree and Commonsense Knowledge Graph

    • Zhenda Hu
    • Zhaoxia Wang
    • Ah-Hwee Tan

    OriginalPaper 28 December 2022 Pages: 337 - 347

    

24. Attention Mechanism Enhanced Multi-layer Edge Perception Network for Deep Semantic Medical Segmentation

    • Meijun Sun
    • Pengfei Li
    • Zheng Wang

    OriginalPaper 06 January 2023 Pages: 348 - 358

    

25. Position-Aware Attention Mechanism–Based Bi-graph for Dialogue Relation Extraction

    • Guiduo Duan
    • Yunrui Dong
    • Tianxi Huang

    OriginalPaper 25 January 2023 Pages: 359 - 372