Issue 2/2024
Content (107 Articles)
Rethinking Position Embedding Methods in the Transformer Architecture
Xin Zhou, Zhaohui Ren, Shihua Zhou, Zeyu Jiang, TianZhuang Yu, Hengfa Luo
A Hybrid Model Based on Convolutional Neural Network and Long Short-Term Memory for Multi-label Text Classification
Hamed Khataei Maragheh, Farhad Soleimanian Gharehchopogh, Kambiz Majidzadeh, Amin Babazadeh Sangar
W-FENet: Wavelet-based Fourier-Enhanced Network Model Decomposition for Multivariate Long-Term Time-Series Forecasting
Hai-Kun Wang, Xuewei Zhang, Haicheng Long, Shunyu Yao, Pengjin Zhu
Performance Comparison of Different HTM-Spatial Pooler Algorithms Based on Information-Theoretic Measures
Shiva Sanati, Modjtaba Rouhani, Ghosheh Abed Hodtani
GNNCL: A Graph Neural Network Recommendation Model Based on Contrastive Learning
Jinguang Chen, Jiahe Zhou, Lili Ma
Neural Network Based Adaptive Inverse Optimal Control for Non-Affine Nonlinear Systems
Muhammet Emre Sancı, Gülay Öke Günel
A Sparse Self-Attention Enhanced Model for Aspect-Level Sentiment Classification
P. R. Joe Dhanith, B. Surendiran, G. Rohith, Sujithra R. Kanmani, K. Valli Devi
Finite-Time Stability of Inertial Neural Networks with Delayed Impulses
Xuran Wan, Lulu Li, Lei Wang
Category-Aware Saliency Enhance Learning Based on CLIP for Weakly Supervised Salient Object Detection
Yunde Zhang, Zhili Zhang, Tianshan Liu, Jun Kong
Bipartite Synchronization of Fractional Order Multiple Memristor Coupled Delayed Neural Networks with Event Triggered Pinning Control
P. Babu Dhivakaran, M. Gowrisankar, A. Vinodkumar
Fixed-Time Pinning Synchronization of Intermittently Coupled Complex Network via Economical Controller
Jian-An Wang, Ruirui Cai, Junru Zhang, Jie Zhang, Mingjie Li, Zhicheng Zhao
Combining Swin Transformer and Attention-Weighted Fusion for Scene Text Detection
Xianguo Li, Xingchen Yao, Yi Liu
HIFINet: Examination-Diagnosis-Treatment Hierarchical Feedback Interaction Network for Medication Recommendation
Hengjie Zheng, Yongguo Liu, Shangming Yang, Yun Zhang, Jiajing Zhu, Zhi Chen
MGSGA: Multi-grained and Semantic-Guided Alignment for Text-Video Retrieval
Xiaoyu Wu, Jiayao Qian, Lulu Yang
Moving Object Detection Method Based on the Fusion of Online Moving Window Robust Principal Component Analysis and Frame Difference Method
Q. L. Zhang, S. L. Li, J. G. Duan, J. Y. Qin, Y. Zhou
Few-Shot Semantic Segmentation via Mask Aggregation
Wei Ao, Shunyi Zheng, Yan Meng, Yang Yang
TLS-RWKV: Real-Time Online Action Detection with Temporal Label Smoothing
Ziqi Zhu, Wuchang Shao, Dongdong Jiao
Elastic Deep Sparse Self-Representation Subspace Clustering Network
Qiaoping Wang, Xiaoyun Chen, Yan Li, Yanming Lin
Stronger Heterogeneous Feature Learning for Visible-Infrared Person Re-Identification
Hao Wang, Xiaojun Bi, Changdong Yu
FCPFNet: Feature Complementation Network with Pyramid Fusion for Semantic Segmentation
Jingsheng Lei, Chente Shu, Qiang Xu, Yunxiang Yu, Shengying Yang
NAVS: A Neural Attention-Based Visual SLAM for Autonomous Navigation in Unknown 3D Environments
Yu Wu, Niansheng Chen, Guangyu Fan, Dingyu Yang, Lei Rao, Songlin Cheng, Xiaoyong Song, Yiping Ma
APRE: Annotation-Aware Prompt-Tuning for Relation Extraction
Chao Wei, Yanping Chen, Kai Wang, Yongbin Qin, Ruizhang Huang, Qinghua Zheng
Residual Contextual Hourglass Network for Single-Image Deraining
Weina Zhou, Linhui Ye, Xiu Wang
Text-Vision Relationship Alignment for Referring Image Segmentation
Mingxing Pu, Bing Luo, Chao Zhang, Li Xu, Fayou Xu, Mingming Kong
Stability Analysis of Deep Belief Network: Based SD-AR Model for Nonlinear Time Series
Wenquan Xu, Hui Hu
About Latent Roles in Forecasting Players in Team Sports
Luca Scofano, Alessio Sampieri, Giuseppe Re, Matteo Almanza, Alessandro Panconesi, Fabio Galasso
A Dynamic Adaptive and Resource-Allocated Selection Method Based on TOPSIS and VIKOR in Federated Learning
Lin Li, Wei Shi, Shuyu Chen, Jun Liu, Jiangping Huang, Pengcheng Liu
Research on Event Target Recognition Based on DRUNet and Multi-scale Attention
Zi-Long Liu, Bing Tan
DPR-GAN: Dual-Stream Progressive Refinement for Adversarial 3D Point Cloud Generation
Xiangyang Wang, Jiale Chen, Rui Wang
Conv-Attention: A Low Computation Attention Calculation Method for Swin Transformer
Zhehang Lou, Suyun Luo, Xiaoci Huang, Dan Wei
A Time-Series-Based Sample Amplification Model for Data Stream with Sparse Samples
Juncheng Yang, Wei Yu, Fang Yu, Shijun Li
PCTDepth: Exploiting Parallel CNNs and Transformer via Dual Attention for Monocular Depth Estimation
Chenxing Xia, Xiuzhen Duan, Xiuju Gao, Bin Ge, Kuan-Ching Li, Xianjin Fang, Yan Zhang, Ke Yang
A Domain Adaptive Semantic Segmentation Method Using Contrastive Learning and Data Augmentation
Yixiao Xiang, Lihua Tian, Chen Li
Consensus of multi-agent systems with randomly occurring nonlinearities via uncertain pinning control under switching topologies
Xin Sui, Yongqing Yang, Fei Wang
Novel LMI-Based Boundary Stabilization of Stochastic Delayed Reaction-Diffusion Cohen–Grossberg BAM Neural Networks with Impulsive Effects
V. Gokulakrishnan, R. Srinivasan, M. Syed Ali, Grienggrai Rajchakit, Bandana Priya
Breaking Time Invariance: Assorted-Time Normalization for RNNs
Cole Pospisil, Vasily Zadorozhnyy, Qiang Ye
Stability of Fractional Reaction-Diffusion Memristive Neural Networks Via Event-Based Hybrid Impulsive Controller
Huiyu Wang, Shutang Liu, Xiang Wu, Jie Sun, Wei Qiao
Parameter-Free Reduction of the Estimation Bias in Deep Reinforcement Learning for Deterministic Policy Gradients
Baturay Saglam, Furkan Burak Mutlu, Dogan Can Cicek, Suleyman Serdar Kozat
Exponential Synchronization of Complex Dynamic Networks with Time Delay and Uncertainty via Adaptive Event-Triggered Control
Yinguang Zhao, Yuechao Ma
Stability and Hopf Bifurcation Analysis of A Fractional-Order BAM Neural Network with Two Delays Under Hybrid Control
Yuan Ma, Yumei Lin, Yunxian Dai
FTUNet: A Feature-Enhanced Network for Medical Image Segmentation Based on the Combination of U-Shaped Network and Vision Transformer
Yuefei Wang, Xi Yu, Yixi Yang, Shijie Zeng, Yuquan Xu, Ronghui Feng
Non-Uniformly Weighted Multisource Domain Adaptation Network For Fault Diagnosis Under Varying Working Conditions
Hongliang Zhang, Yuteng Zhang, Rui Wang, Haiyang Pan, Bin Chen
Enhancing Generalization in Few-Shot Learning for Detecting Unknown Adversarial Examples
Wenzhao Liu, Wanli Zhang, Kuiwu Yang, Yue Chen, Kaiwei Guo, Jianghong Wei
A Correlation-Redundancy Guided Evolutionary Algorithm and Its Application to High-Dimensional Feature Selection in Classification
Xiang Sun, Shunsheng Guo, Shiqiao Liu, Jun Guo, Baigang Du
FEASE: Feature Selection and Enhancement Networks for Action Recognition
Lu Zhou, Yuanyao Lu, Haiyang Jiang
Image Deblurring Using Feedback Mechanism and Dual Gated Attention Network
Jian Chen, Shilin Ye, Zhuwu Jiang, Zhenghan Fang
DE3TC: Detecting Events with Effective Event Type Information and Context
Boyang Liu, Guozheng Rao, Xin Wang, Li Zhang, Qing Cong
HF-YOLO: Advanced Pedestrian Detection Model with Feature Fusion and Imbalance Resolution
Lihu Pan, Jianzhong Diao, Zhengkui Wang, Shouxin Peng, Cunhui Zhao
A Novel Boundary-Guided Global Feature Fusion Module for Instance Segmentation
Linchun Gao, Shoujun Wang, Songgui Chen
CEEMDAN-Based Hybrid Machine Learning Models for Time Series Forecasting Using MARS Algorithm and PSO-Optimization
Sandip Garai, Ranjit Kumar Paul, Md Yeasin, A. K. Paul
Rethinking Zero-DCE for Low-Light Image Enhancement
Aizhong Mi, Wenhui Luo, Yingxu Qiao, Zhanqiang Huo
New Insights on Bidirectional Associative Memory Neural Networks with Leakage Delay Components and Time-Varying Delays Using Sampled-Data Control
S. Ravi Chandra, S. Padmanabhan, V. Umesha, M. Syed Ali, Grienggrai Rajchakit, Anuwat Jirawattanpanit
Density-Based Discriminative Nonnegative Representation Model for Imbalanced Classification
Yanting Li, Shuai Wang, Junwei Jin, Hongwei Tao, Jiaofen Nan, Huaiguang Wu, C. L. Philip Chen
Harmonious Mutual Learning for Facial Emotion Recognition
Yanling Gan, Luhui Xu, Haiying Xia, Gan Liu
SiamRAAN: Siamese Residual Attentional Aggregation Network for Visual Object Tracking
Zhiyi Xin, Junyang Yu, Xin He, Yalin Song, Han Li
Co-GZSL: Feature Contrastive Optimization for Generalized Zero-Shot Learning
Qun Li, Zhuxi Zhan, Yaying Shen, Bir Bhanu
Multi-back-propagation Algorithm for Signal Neural Network Decomposition
Paulo Salgado, T.-P. Azevedo Perdicoúlis
PEB-TAXO: Projecting Entities as Boxes for Taxonomy Expansion
Yuhang Zhang, Jiwei Qin, Chongren Feng
Deep Convolutional Neural Network Compression Method: Tensor Ring Decomposition with Variational Bayesian Approach
Weirong Liu, Min Zhang, Changhong Shi, Ning Zhang, Jie Liu
Dissipativity of Stochastic Competitive Neural Networks with Multiple Time Delays
Dandan Tang, Baoxian Wang, Caiqing Hao
A New Optimization Model for MLP Hyperparameter Tuning: Modeling and Resolution by Real-Coded Genetic Algorithm
Fatima Zahrae El-Hassani, Meryem Amri, Nour-Eddine Joudar, Khalid Haddouch
An Adaptive Learning Rate Deep Learning Optimizer Using Long and Short-Term Gradients Based on G–L Fractional-Order Derivative
Shuang Chen, Changlun Zhang, Haibing Mu
Multi-modal Domain Adaptation Method Based on Parameter Fusion and Two-Step Alignment
Lan Wu, Han Wang, Lishuang Gong, Yuan Yao, Xin Guo, Binquan Li
Deep Reinforcement Learning Model for Stock Portfolio Management Based on Data Fusion
Haifeng Li, Mo Hai
CLSTM-SNP: Convolutional Neural Network to Enhance Spiking Neural P Systems for Named Entity Recognition Based on Long Short-Term Memory Network
Qin Deng, Xiaoliang Chen, Zaiyan Yang, Xianyong Li, Yajun Du
A Feature Selection Method Based on Feature-Label Correlation Information and Self-Adaptive MOPSO
Fei Han, Fanyu Li, Qinghua Ling, Henry Han, Tianyi Lu, Zijian Jiao, Haonan Zhang
Stabilization of Semi-Markovian Jumping Uncertain Complex-Valued Networks with Time-Varying Delay: A Sliding-Mode Control Approach
Qiang Li, Hanqing Wei, Dingli Hua, Jinling Wang, Junxian Yang
Detection of Image Tampering Using Deep Learning, Error Levels and Noise Residuals
Sunen Chakraborty, Kingshuk Chatterjee, Paramita Dey
Boundedness and Convergence of Mini-batch Gradient Method with Cyclic Dropconnect and Penalty
Junling Jing, Cai Jinhang, Huisheng Zhang, Wenxia Zhang
Enhanced Coalescence Backdoor Attack Against DNN Based on Pixel Gradient
Jianyao Yin, Honglong Chen, Junjian Li, Yudong Gao
CNN-based Methods for Offline Arabic Handwriting Recognition: A Review
Mohsine El Khayati, Ismail Kich, Youssef Taouil
Intuitionistic Fuzzy Extreme Learning Machine with the Truncated Pinball Loss
Qingyun Gao, Qing Ai, Wenhui Wang
Hyperspectral Image Classification Based on 3D–2D Hybrid Convolution and Graph Attention Mechanism
Hui Zhang, Kaiping Tu, Huanhuan Lv, Ruiqin Wang
A Novel Distributed Process Monitoring Framework of VAE-Enhanced with Deep Neural Network
Ming Yin, Jiayi Tian, Yibo Wang, Jijiao Jiang
Robustness analysis of exponential stability of fuzzy inertial neural networks through the estimation of upper limits of perturbations
Wenxiang Fang, Tao Xie
Causality-Driven Intra-class Non-equilibrium Label-Specific Features Learning
Wenxin Ge, Yibin Wang, Yuting Xu, Yusheng Cheng
Neural Data Augmentation for Legal Overruling Task: Small Deep Learning Models vs. Large Language Models
Reshma Sheik, K. P. Siva Sundara, S. Jaya Nirmala
Extended dissipative criteria for delayed semi-discretized competitive neural networks
B. Adhira, G. Nagamani
Reconstruction-Aware Kernelized Fuzzy Clustering Framework Incorporating Local Information for Image Segmentation
Chengmao Wu, Xiao Qi
Multipath Attention and Adaptive Gating Network for Video Action Recognition
Haiping Zhang, Zepeng Hu, Dongjin Yu, Liming Guan, Xu Liu, Conghao Ma
Power Optimization in Wireless Sensor Network Using VLSI Technique on FPGA Platform
Saranya Leelakrishnan, Arvind Chakrapani
Improved Lightweight Head Detection Based on GhostNet-SSD
Hongtao Hou, Mingzhen Guo, Wei Wang, Kuan Liu, Zijiang Luo
Deep Embedding Clustering Based on Residual Autoencoder
Mengli Li, Chao Cao, Chungui Li, Shuhong Yang
Central Attention with Multi-Graphs for Image Annotation
Baodi Liu, Yan Liu, Qianqian Shao, Weifeng Liu
Deep Self-Supervised Attributed Graph Clustering for Social Network Analysis
Hu Lu, Haotian Hong, Xia Geng
Self-Enhanced Attention for Image Captioning
Qingyu Sun, Juan Zhang, Zhijun Fang, Yongbin Gao
Multi-Model UNet: An Adversarial Defense Mechanism for Robust Visual Tracking
Wattanapong Suttapak, Jianfu Zhang, Haohuo Zhao, Liqing Zhang
Human Gait Recognition Based on Frontal-View Walking Sequences Using Multi-modal Feature Representations and Learning
Muqing Deng, Zebang Zhong, Yi Zou, Yanjiao Wang, Kaiwei Wang, Junrong Liao
A New Adaptive Robust Modularized Semi-Supervised Community Detection Method Based on Non-negative Matrix Factorization
Mohammad Ghadirian, Nooshin Bigdeli
SGNNRec: A Scalable Double-Layer Attention-Based Graph Neural Network Recommendation Model
Jing He, Le Tang, Dan Tang, Ping Wang, Li Cai
Retraction Note: Brain Tumor Segmentation Using Deep Learning and Fuzzy K-Means Clustering for Magnetic Resonance Images
R. Pitchai, P. Supraja, A. Helen Victoria, M. Madhavi
Retraction Note: Burn Image Recognition of Medical Images Based on Deep Learning: From CNNs to Advanced Networks
Xianjun Wu, Heming Chen, Xiaoli Wu, Shunjun Wu, Jinbo Huang
Hierarchical Patch Aggregation Transformer for Motion Deblurring
Yujie Wu, Lei Liang, Siyao Ling, Zhisheng Gao
Efficient Bayesian CNN Model Compression using Bayes by Backprop and L1-Norm Regularization
Ali Muhammad Shaikh, Yun-bo Zhao, Aakash Kumar, Munawar Ali, Yu Kang
Semantic Spectral Clustering with Contrastive Learning and Neighbor Mining
Nongxiao Wang, Xulun Ye, Jieyu Zhao, Qing Wang
Consensus Affinity Graph Learning via Structure Graph Fusion and Block Diagonal Representation for Multiview Clustering
Zhongyan Gui, Jing Yang, Zhiqiang Xie, Cuicui Ye
DialGNN: Heterogeneous Graph Neural Networks for Dialogue Classification
Yan Yan, Bo-Wen Zhang, Peng-hao Min, Guan-wen Ding, Jun-yuan Liu
Novel GCN Model Using Dense Connection and Attention Mechanism for Text Classification
Yinbin Peng, Wei Wu, Jiansi Ren, Xiang Yu
Learning Reliable Dense Pseudo-Labels for Point-Level Weakly-Supervised Action Localization
Yuanjie Dang, Guozhu Zheng, Peng Chen, Nan Gao, Ruohong Huan, Dongdong Zhao, Ronghua Liang
Retraction Note: Intelligent Crime Prevention and Control Big Data Analysis System Based on Imaging and Capsule Network Model
Yijun Cai, Dian Li, Yuyue Wang
Retraction Note: A City Monitoring System Based on Real-Time Communication Interaction Module and Intelligent Visual Information Collection System
Daming Li, Bin Qin, Wenjian Liu, Lianbing Deng
Retraction Note: Application of Meta-Learning Framework Based on Multiple-Capsule Intelligent Neural Systems in Image Classification
Qingjun Wang, Gang Wang, Guangjie Kou, Mujun Zang, Harry Wang