Deep, Flexible Data Embedding with Graph-Based Feature Propagation for Semi-supervised Classification Fadi Dornaika BriefCommunication 13 October 2022 Pages: 1 - 12
IR-Capsule: Two-Stream Network for Face Forgery Detection Kaihan LinWeihong HanJujian Lv OriginalPaper 02 June 2022 Pages: 13 - 22
A Music Cognition–Guided Framework for Multi-pitch Estimation Xiaoquan LiYijun YanJinchang Ren OriginalPaper Open access 14 June 2022 Pages: 23 - 35
A Graph-Based Deep Reinforcement Learning Approach to Grasping Fully Occluded Objects Guoyu ZuoJiayuan TongDaoxiong Gong OriginalPaper 15 August 2022 Pages: 36 - 49
Fixed-Time Control for Memristor-Based Quaternion-Valued Neural Networks with Discontinuous Activation Functions Ruoyu WeiJinde CaoSergey Gorbachev OriginalPaper 21 September 2022 Pages: 50 - 60
A Multilayer Network-Based Approach to Represent, Explore and Handle Convolutional Neural Networks Alessia AmelioGianluca BonifaziLuca Virgili OriginalPaper 06 December 2022 Pages: 61 - 89
Neural Network-Based Adaptive Containment Control Algorithms Design for Nonlinear Multiagent Systems with Switching Topologies Jie HuangXin WangRui Xu OriginalPaper 07 December 2022 Pages: 90 - 102
A Developmental Approach for Training Deep Belief Networks Matteo ZambraAlberto TestolinMarco Zorzi OriginalPaper Open access 22 December 2022 Pages: 103 - 120
Multi-granularity Hierarchical Feature Extraction for Question-Answering Understanding Xingguo QinYa ZhouJun Li OriginalPaper 26 December 2022 Pages: 121 - 131
A Controlled Attention for Nested Named Entity Recognition Yanping ChenRong HuangPing Chen OriginalPaper 11 February 2023 Pages: 132 - 145
An Investigation to Identify Optimal Setup for Automated Assessment of Dysarthric Intelligibility using Deep Learning Technologies Kyle HallAndy HuangSeyed Reza Shahamiri OriginalPaper Open access 07 July 2022 Pages: 146 - 158
A Brain-Controlled Vehicle System Based on Steady State Visual Evoked Potentials Zhao ZhangShuning HanCesar F. Caiafa OriginalPaper Open access 10 September 2022 Pages: 159 - 175
Accurate Emotion Recognition Utilizing Extracted EEG Sources as Graph Neural Network Nodes Shiva AsadzadehTohid Yousefi RezaiiSaeed Meshgini OriginalPaper 08 December 2022 Pages: 176 - 189
Cognitive Decision-Making Based on a Non-linear Similarity Measure Using an Intuitionistic Fuzzy Set Framework Pranjal TalukdarPalash DuttaSoumendra Goala OriginalPaper 08 December 2022 Pages: 190 - 207
Analysis of Gender Differences in Online Handwriting Signals for Enhancing e-Health and e-Security Applications Marcos Faundez-ZanuyJiri Mekyska OriginalPaper Open access 21 January 2023 Pages: 208 - 219
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke Haobo ChenShaode YuPia Rotshtein OriginalPaper Open access 27 January 2023 Pages: 220 - 237
CT Radiomic Features and Clinical Biomarkers for Predicting Coronary Artery Disease Carmelo MilitelloFrancesco PrinziSalvatore Vitabile OriginalPaper Open access 06 February 2023 Pages: 238 - 253
Automatically Constructing a Fine-Grained Sentiment Lexicon for Sentiment Analysis Yabing WangGuimin HuangHui Li OriginalPaper 18 July 2022 Pages: 254 - 271
Modelling Human Word Learning and Recognition Using Visually Grounded Speech Danny MerkxSebastiaan ScholtenOdette Scharenborg OriginalPaper Open access 15 October 2022 Pages: 272 - 288
TEDT: Transformer-Based Encoding–Decoding Translation Network for Multimodal Sentiment Analysis Fan WangShengwei TianYongtao Wang OriginalPaper 14 November 2022 Pages: 289 - 303
Sentiment Analysis and Topic Mining Using a Novel Deep Attention-Based Parallel Dual-Channel Model for Online Course Reviews Chun YanJiahui LiuXinhong Liu OriginalPaper 05 December 2022 Pages: 304 - 322
VSCA: A Sentence Matching Model Incorporating Visual Perception Zhe ZhangGuangli XiaoTao Zhang OriginalPaper 08 December 2022 Pages: 323 - 336
Aspect Sentiment Triplet Extraction Incorporating Syntactic Constituency Parsing Tree and Commonsense Knowledge Graph Zhenda HuZhaoxia WangAh-Hwee Tan OriginalPaper 28 December 2022 Pages: 337 - 347
Attention Mechanism Enhanced Multi-layer Edge Perception Network for Deep Semantic Medical Segmentation Meijun SunPengfei LiZheng Wang OriginalPaper 06 January 2023 Pages: 348 - 358
Position-Aware Attention Mechanism–Based Bi-graph for Dialogue Relation Extraction Guiduo DuanYunrui DongTianxi Huang OriginalPaper 25 January 2023 Pages: 359 - 372
