Ausgabe 1/2023
Inhalt (25 Artikel)
IR-Capsule: Two-Stream Network for Face Forgery Detection
Kaihan Lin, Weihong Han, Shudong Li, Zhaoquan Gu, Huimin Zhao, Jinchang Ren, Li Zhu, Jujian Lv
A Music Cognition–Guided Framework for Multi-pitch Estimation
Xiaoquan Li, Yijun Yan, John Soraghan, Zheng Wang, Jinchang Ren
A Graph-Based Deep Reinforcement Learning Approach to Grasping Fully Occluded Objects
Guoyu Zuo, Jiayuan Tong, Zihao Wang, Daoxiong Gong
Fixed-Time Control for Memristor-Based Quaternion-Valued Neural Networks with Discontinuous Activation Functions
Ruoyu Wei, Jinde Cao, Sergey Gorbachev
A Multilayer Network-Based Approach to Represent, Explore and Handle Convolutional Neural Networks
Alessia Amelio, Gianluca Bonifazi, Enrico Corradini, Domenico Ursino, Luca Virgili
A Developmental Approach for Training Deep Belief Networks
Matteo Zambra, Alberto Testolin, Marco Zorzi
Multi-granularity Hierarchical Feature Extraction for Question-Answering Understanding
Xingguo Qin, Ya Zhou, Guimin Huang, Maolin Li, Jun Li
A Controlled Attention for Nested Named Entity Recognition
Yanping Chen, Rong Huang, Lijun Pan, Ruizhang Huang, Qinghua Zheng, Ping Chen
An Investigation to Identify Optimal Setup for Automated Assessment of Dysarthric Intelligibility using Deep Learning Technologies
Kyle Hall, Andy Huang, Seyed Reza Shahamiri
A Brain-Controlled Vehicle System Based on Steady State Visual Evoked Potentials
Zhao Zhang, Shuning Han, Huaihai Yi, Feng Duan, Fei Kang, Zhe Sun, Jordi Solé-Casals, Cesar F. Caiafa
Accurate Emotion Recognition Utilizing Extracted EEG Sources as Graph Neural Network Nodes
Shiva Asadzadeh, Tohid Yousefi Rezaii, Soosan Beheshti, Saeed Meshgini
Cognitive Decision-Making Based on a Non-linear Similarity Measure Using an Intuitionistic Fuzzy Set Framework
Pranjal Talukdar, Palash Dutta, Soumendra Goala
Analysis of Gender Differences in Online Handwriting Signals for Enhancing e-Health and e-Security Applications
Marcos Faundez-Zanuy, Jiri Mekyska
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke
Haobo Chen, Shaode Yu, Xiaoping Pan, Yanjia Chen, Tian Zhang, Ze Li, Jin Zhou, Jianxi Hu, Wai-Ling Bickerton, Johnny King Lau, Aihua Guo, Anthony Pak Hin Kong, Pia Rotshtein
CT Radiomic Features and Clinical Biomarkers for Predicting Coronary Artery Disease
Carmelo Militello, Francesco Prinzi, Giulia Sollami, Leonardo Rundo, Ludovico La Grutta, Salvatore Vitabile
Automatically Constructing a Fine-Grained Sentiment Lexicon for Sentiment Analysis
Yabing Wang, Guimin Huang, Maolin Li, Yiqun Li, Xiaowei Zhang, Hui Li
Modelling Human Word Learning and Recognition Using Visually Grounded Speech
Danny Merkx, Sebastiaan Scholten, Stefan L. Frank, Mirjam Ernestus, Odette Scharenborg
TEDT: Transformer-Based Encoding–Decoding Translation Network for Multimodal Sentiment Analysis
Fan Wang, Shengwei Tian, Long Yu, Jing Liu, Junwen Wang, Kun Li, Yongtao Wang
Sentiment Analysis and Topic Mining Using a Novel Deep Attention-Based Parallel Dual-Channel Model for Online Course Reviews
Chun Yan, Jiahui Liu, Wei Liu, Xinhong Liu
VSCA: A Sentence Matching Model Incorporating Visual Perception
Zhe Zhang, Guangli Xiao, Yurong Qian, Mengnan Ma, Hongyong Leng, Tao Zhang
Aspect Sentiment Triplet Extraction Incorporating Syntactic Constituency Parsing Tree and Commonsense Knowledge Graph
Zhenda Hu, Zhaoxia Wang, Yinglin Wang, Ah-Hwee Tan
Attention Mechanism Enhanced Multi-layer Edge Perception Network for Deep Semantic Medical Segmentation
Meijun Sun, Pengfei Li, Jinchang Ren, Zheng Wang
Position-Aware Attention Mechanism–Based Bi-graph for Dialogue Relation Extraction
Guiduo Duan, Yunrui Dong, Jiayu Miao, Tianxi Huang