Issue 3/2023
Special Issue: Transfer Learning (pp.1997–2469)/Regular Papers (pp. 2471–3625)
Content (71 Articles)
Editorial: Special Issue on Transfer Learning
Guoqing Chao, Xingquan Zhu, Weiping Ding, Jinbo Bi, Shiliang Sun
Partial Domain Adaptation by Progressive Sample Learning of Shared Classes
Lei Tian, Yongqiang Tang, Wensheng Zhang
Derived Multi-population Genetic Algorithm for Adaptive Fuzzy C-Means Clustering
Weiping Ding, Zhihao Feng, Javier Andreu-Perez, Witold Pedrycz
Mini-batch Dynamic Geometric Embedding for Unsupervised Domain Adaptation
Siraj Khan, Yuxin Guo, Yuzhong Ye, Chunshan Li, Qingyao Wu
Concept Drift Adaptation for Time Series Anomaly Detection via Transformer
Chaoyue Ding, Jing Zhao, Shiliang Sun
Image–Text Sentiment Analysis Via Context Guided Adaptive Fine-Tuning Transformer
Xingwang Xiao, Yuanyuan Pu, Zhengpeng Zhao, Rencan Nie, Dan Xu, Wenhua Qian, Hao Wu
Secure Multi-Party Computation for Personalized Human Activity Recognition
David Melanson, Ricardo Maia, Hee-Seok Kim, Anderson Nascimento, Martine De Cock
Learning Unoccluded Face Texture Completion from Single Image in the Wild
Yongtang Bao, Pengfei Zhou, Peng Zhang, Yue Qi
A Novel Distant Domain Transfer Learning Framework for Thyroid Image Classification
Fenghe Tang, Jianrui Ding, Lingtao Wang, Chunping Ning
Intelligent Identification of Jute Pests Based on Transfer Learning and Deep Convolutional Neural Networks
Md Sakib Ullah Sourav, Huidong Wang
Learning Transferable Feature Representation with Swin Transformer for Object Recognition
Jian-Xin Ren, Yu-Jie Xiong, Xi-Jiong Xie, Yu-Fan Dai
Improving the Polarity of Text through word2vec Embedding for Primary Classical Arabic Sentiment Analysis
Nour Elhouda Aoumeur, Zhiyong Li, Eissa M. Alshari
AI Assisted Attention Mechanism for Hybrid Neural Model to Assess Online Attitudes About COVID-19
Harnain Kour, Manoj K. Gupta
Vascular Enhancement Analysis in Lightweight Deep Feature Space
Tingting Chai, Jiahui Li, Yanhong Wang, Guoying Sun, Changyong Guo, Zhaoxin Zhang
HFMD Cases Prediction Using Transfer One-Step-Ahead Learning
Yaohui Huang, Peisong Zhang, Ziyang Wang, Zhenkun Lu, Zhijin Wang
Multi-task Pre-training with Soft Biometrics for Transfer-learning Palmprint Recognition
Huanhuan Xu, Lu Leng, Ziyuan Yang, Andrew Beng Jin Teoh, Zhe Jin
COVID-19 Variants and Transfer Learning for the Emerging Stringency Indices
Ayesha Sohail, Zhenhua Yu, Alessandro Nutini
An Empirical Mode Decomposition Fuzzy Forecast Model for COVID-19
Bo-Lun Chen, Yi-Yun Shen, Guo-Chang Zhu, Yong-Tao Yu, Min Ji
Saliency Transfer Learning and Central-Cropping Network for Prostate Cancer Classification
Guokai Zhang, Mengpei Jia, Lin Gao, Jihao Luo, Aijun Zhang, Yongyong Chen, Peipei Shan, Binghui Zhao
COVID-19 Detection from Chest X-rays Using Trained Output Based Transfer Learning Approach
Sanjay Kumar, Abhishek Mallik
A Parallel Reconfigurable Architecture for Scalable LVQ Neural Networks
Marwa Gam, Mohamed Boubaker, Khaled Ben Khalifa, Mohamed Hedi Bedoui
Detection of Drug Abuse Using Rough Set and Neural Network-Based Elevated Mathematical Predictive Modelling
S. Selvi, M. Chandrasekaran
An End-to-End Heart Rate Estimation Scheme Using Divided Space-Time Attention
Xin Zhang, Changqiang Yang, Ruonan Yin, Lingzhuang Meng
Data-Driven Deep Learning for The Multi-Hump Solitons and Parameters Discovery in NLS Equations with Generalized -Scarf-II Potentials
Ming Zhong, Jian-Guo Zhang, Zijian Zhou, Shou-Fu Tian, Zhenya Yan
Engineering Vehicles Detection for Warehouse Surveillance System Based on Modified YOLOv4-Tiny
Xuezhi Xiang, Fanda Meng, Ning Lv, Hang Yin
Attacking Object Detector by Simultaneously Learning Perturbations and Locations
Zhiming Wang, Chang Zhang
MCCP: Multi-Collaboration Channel Pruning for Model Compression
Yuanchao Yan, Bo Liu, Weiwei Lin, Yuping Chen, Keqin Li, Jiangtao Ou, Chengyuan Fan
Two-Stage Training of Graph Neural Networks for Graph Classification
Manh Tuan Do, Noseong Park, Kijung Shin
Filtering for Nonlinear Discrete-time Singular Systems in Encrypted State
Xin-Yue Zhao, Xiao-Heng Chang
A Multi-Joint Continuous Motion Estimation Method of Lower Limb Using Least Squares Support Vector Machine and Zeroing Neural Network based on sEMG signals
Zhongbo Sun, Xin Zhang, Keping Liu, Tian Shi, Jing Wang
Polynomial Recurrent Neural Network-Based Adaptive PID Controller With Stable Learning Algorithm
Youssef F. Hanna, A. Aziz Khater, Ahmad M. El-Nagar, Mohammad El-Bardini
Evaluating Various Tokenizers for Arabic Text Classification
Zaid Alyafeai, Maged S. Al-shaibani, Mustafa Ghaleb, Irfan Ahmad
LGADet: Light-weight Anchor-free Multispectral Pedestrian Detection with Mixed Local and Global Attention
Xin Zuo, Zhi Wang, Yue Liu, Jifeng Shen, Haoran Wang
Deep Clustering Network for Steganographer Detection Using Latent Features Extracted from a Novel Convolutional Autoencoder
E. Amrutha, S. Arivazhagan, W. Sylvia Lilly Jebarani
Synchronization of Stochastic Multi-Weights Complex Networks with Lévy Noise and Markovian Switching
Mengting Hong, Fengli Ren, Yong Yang
Deep Constraints Space of Medium Modality for RGB-Infrared Person Re-identification
Baojin Huang, Hao Chen, Wencheng Qin
Where Have You Gone: Category-aware Multigraph Embedding for Missing Point-of-Interest Identification
Junhang Wu, Ruimin Hu, Dengshi Li, Yilin Xiao, Lingfei Ren, Wenyi Hu
Long Short Term Memory Based Self Tuning Regulator Design for Nonlinear Systems
Çağatay Sanatel, Gülay Öke Günel
A Novel Hybrid Sampling Method ESMOTE+SSLM for Handling the Problem of Class Imbalance with Overlap in Financial Distress Detection
Xiaomin Wang, Rui Zhang, Zuoquan Zhang
Alternate Event-Triggered Intermittent Control for Exponential Synchronization of Multi-Weighted Complex Networks
Dongsheng Xu, Chenfei Guo, Huan Su
Multilayer Radial Basis Function Neural Network for Symbol Timing Recovery
Candice Müller, Kayol Soares Mayer, Fernando Cesar Comparsi de Castro, Maria Cristina Felippetto de Castro, Samuel Tumelero Valduga, Natanael Rodrigues Gomes
Rapid Person Re-Identification via Sub-space Consistency Regularization
Qingze Yin, Guan’an Wang, Guodong Ding, Qilei Li, Shaogang Gong, Zhenmin Tang
Extended Dissipative Synchronization of Reaction–Diffusion Genetic Regulatory Networks Based on Sampled-data Control
Yuqing Qin, Feng Li, Jing Wang, Hao Shen
A Block Cipher Algorithm Identification Scheme Based on Hybrid Random Forest and Logistic Regression Model
Ke Yuan, Yabing Huang, Jiabao Li, Chunfu Jia, Daoming Yu
Time-Frequency Localization Using Deep Convolutional Maxout Neural Network in Persian Speech Recognition
Arash Dehghani, Seyyed Ali Seyyedsalehi
Lightweight Parallel Feedback Network for Image Super-Resolution
Beibei Wang, Changjun Liu, Binyu Yan, Xiaomin Yang
Input-to-state Stabilization of Delayed Semi-Markovian Jump Neural Networks Via Sampled-Data Control
Ling He, Wenhuang Wu, Guangshun Yao, Jianping Zhou
Synchronization of T–S Fuzzy Fractional-Order Discrete-Time Complex-Valued Molecular Models of mRNA and Protein in Regulatory Mechanisms with Leakage Effects
G. Narayanan, M. Syed Ali, Hamed Alsulami, Tareq Saeed, Bashir Ahmad
Real Time Air-Written Mathematical Expression Recognition for Children’s Enhanced Learning
Shobhan Kumar, Munesh Chandra Trivedi, Arun Chauhan
Rolling Bearing Fault Diagnosis Method Based on Attention CNN and BiLSTM Network
Yurong Guo, Jian Mao, Man Zhao
Refine-FPN: Instance Segmentation Based on a Non-local Multi-feature Aggregation Mechanism
Xiaolian Li, Lei Zhu, Wenwu Wang, Ke Yang
Two Outlier-Sensitive Measures for Semi-supervised Dynamic Ensemble Anomaly Detection Models
Shiyuan Fu, Xin Gao, Baofeng Li, Bing Xue, Xin Jia, Zijian Huang, Guangyao Zhang, Xu Huang
Stock Trading Strategy of Reinforcement Learning Driven by Turning Point Classification
Jujie Wang, Feng Jing, Maolin He
Adaptive Decentralized Tracking Control for a Class of Large-Scale Nonlinear Systems with Dynamic Uncertainties Using Multi-dimensional Taylor Network Approach
Zheng-Duo Shan, Wen-Jing He, Yu-Qun Han, Shan-Liang Zhu
SRK-Augment: A self-replacement and discriminative region keeping augmentation scheme for better classification
Hao Zhao, Jikai Wang, Zonghai Chen, Shiqi Lin, Peng Bao
Application of Deep Learning Techniques in Diagnosis of Covid-19 (Coronavirus): A Systematic Review
Yogesh H. Bhosale, K. Sridhar Patnaik
Generate Usable Adversarial Examples via Simulating Additional Light Sources
Chen Xi, Guo Wei, Zhang Fan, Du Jiayu