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Neural Processing Letters, Volume 56
Volume 56, Number 1, February 2024
- Hongyun Cai, Jie Meng, Shilin Yuan, Jichao Ren:
A Robust Sequential Recommendation Model Based on Multiple Feedback Behavior Denoising and Trusted Neighbors. 1 - Xujian Qiao, Lei Xing, Anxun Han, Weifeng Liu, Baodi Liu:
Simplified Multi-head Mechanism for Few-Shot Remote Sensing Image Classification. 2 - Shiwei Gao, Yufeng Zeng, Xiaochao Dang, Xiaohui Dong:
SR-MACL: Session-Based Recommendation with Multi-layer Aggregation Augmentation in Contrastive Learning. 3 - Veerababu Addanki, Dhanvanth Reddy Yerramreddy
, Sathvik Durgapu, Sasi Sai Nadh Boddu, Vyshnav Durgapu:
Enhancing Semi Supervised Semantic Segmentation Through Cycle-Consistent Label Propagation in Video. 4 - Murat Genç:
An Enhanced Extreme Learning Machine Based on Square-Root Lasso Method. 5 - Pingping Cai, Zhefei Cai, Yingle Fan, Wei Wu:
Image Contour Detection Based on Visual Pathway Information Transfer Mechanism. 6 - Le A. Tuan
On H∞ Finite-Time Boundedness and Finite-Time Stability for Discrete-Time Neural Networks with Leakage Time-Varying Delay. 7 - Martin Pasen, Vladimír Boza:
Merging of Neural Networks. 8 - Liyan Xiong, Xinhua Yuan, Zhuyi Hu, Xiaohui Huang, Peng Huang:
Gated Fusion Adaptive Graph Neural Network for Urban Road Traffic Flow Prediction. 9 - Yongkun Li, Weiwei Qi:
Besicovitch Almost Anti-periodic Solution of Octonion-Valued Cohen-Grossberg Neural Networks with Delays on Time Scales. 10 - Haofei Yuan, Hongqing Zhu, Suyi Yang, Ziying Wang
RII-GAN: Multi-scaled Aligning-Based Reversed Image Interaction Network for Text-to-Image Synthesis. 11 - Ahamad Navid Ghanizadeh, Kamaledin Ghiasi-Shirazi
Neural Generalization of Multiple Kernel Learning. 12 - Mingxin Dai, Jidong Yuan, Haiyang Liu, Jinfeng Wang:
TSCF: An Improved Deep Forest Model for Time Series Classification. 13 - Yuanda Yue, Ling Mi, Chuan Chen, Yanqing Yang:
Predefined-Time Stability-Based Zeroing Neural Networks and Their Application in Solving the Lyapunov Equation. 14 - Tao Wang, Bo Shen, Jinglin Zhang, Yu Zhong:
Knowledge Graph Embedding via Triplet Component Interactions. 15 - Ruowang Yu, Yu Xin, Yihong Dong, Jiangbo Qian:
A Graph Contrastive Learning Model Based on Structural and Semantic View for HIN Recommendation. 16 - Bin Zhao, Bin Li, Jiqun Zhang, Wei Cao, Yilong Gao:
DCLGM: Fusion Recommendation Model Based on LightGBM and Deep Learning. 17 - Xuzhen Deng, Dengxu He, Liangdong Qu:
A Multi-strategy Enhanced Arithmetic Optimization Algorithm and Its Application in Path Planning of Mobile Robots. 18 - Chengwu Qian, Jiangbo Qian, Chong Wang, Xulun Ye, Caiming Zhong:
A Vision Enhancement and Feature Fusion Multiscale Detection Network. 19 - Guoshu Li, Li Yang, Sichang Bai, Xinyu Song, Yijun Ren, Shanqiang Liu:
BIKAGCN: Knowledge-Aware Recommendations Under Bi-layer Graph Convolutional Networks. 20 - Qun Huang, Yue Yu, Jinde Cao:
Projective Synchronization of Inertial Quaternion-Valued Neural Networks via Non-reduced Order Approach. 21 - Nguyen Thi Thanh Huyen, Tran Ngoc Tuan, Mai Viet Thuan, Nguyen Truong Thanh:
Event-triggered finite-time dissipative control for fractional-order neural networks with uncertainties. 22 - Jing Zhou, Zixin Gong, Junchi Zhang:
Improving 3D Object Detection with Context-Aware and Dimensional Interaction Attention. 23 - E. Jiawei, Yinglong Zhang
GraphSAGE++: Weighted Multi-scale GNN for Graph Representation Learning. 24 - Fei Zhao, Qing Ai, Xiangna Li, Wenhui Wang, Qingyun Gao, Yichun Liu:
TLC-XML: Transformer with Label Correlation for Extreme Multi-label Text Classification. 25 - Kai Zhou, Chuanhe Tan, Yi Zhao, Junyuan Yu, Zhilong Zhang, Yanqiang Wu:
Research on Solving Flexible Job Shop Scheduling Problem Based on Improved GWO Algorithm SS-GWO. 26 - Yiqing Fan, Chaoqun Hong, Guanghui Zeng, Lijuan Liu:
A Deep Convolutional Encoder-Decoder-Restorer Architecture for Image Deblurring. 27 - Hanie Alirezapour, Najme Mansouri, Behnam Mohammad Hasani Zade:
A Comprehensive Survey on Feature Selection with Grasshopper Optimization Algorithm. 28 - Hai-Sheng Li, Yan-Ling Lu:
Sparse Embedded Convolution Based Dual Feature Aggregation 3D Object Detection Network. 29 - Minzhi Xie
Time Series Prediction of ESN Based on Chebyshev Mapping and Strongly Connected Topology. 30 - Fangchen Zhang, Shengwei Tian, Long Yu, Qimeng Yang:
Multi-channels Prototype Contrastive Learning with Condition Adversarial Attacks for Few-shot Event Detection. 31 - Tianhao Wang, Sheng Wu, Fen Yi, Li-Dan Kuang, You Wang, Jin Zhang:
Hybrid Prompt Recommendation Explanation Generation combined with Graph Encoder. 32 - Hengkui Dong, Xianzhong Long, Yun Li:
Synthetic Hard Negative Samples for Contrastive Learning. 33 - Junjie Liu, Rongxin Jiang, Xuesong Liu, Fan Zhou, Yaowu Chen, Chen Shen:
Large-Scale Clustering on 100 M-Scale Datasets Using a Single T4 GPU via Recall KNN and Subgraph Segmentation. 34 - Qunpo Liu
A YOLOX Object Detection Algorithm Based on Bidirectional Cross-scale Path Aggregation. 35 - Qiuling Chen, Ayong Ye, Yuexin Zhang, Jianwei Chen, Chuan Huang:
Information-Minimizing Generative Adversarial Network for Fair Generation and Classification. 36 - Qingsong Cai, Yongchang Zhang:
LeCaSiM: Learning Causal Structure via Inverse of M-Matrices with Adjustable Coefficients. 37 - Yueli Huang, Ailong Wu, Jin-E Zhang:
Exponential Stability of Stochastic Time-Delay Neural Networks with Random Delayed Impulses. 38 - S. Chandrakala, Akhilandeswari Pidikiti, P. V. N. Sai Mahathi:
Spectro Temporal Fusion with CLSTM-Autoencoder based approach for Anomalous Sound Detection. 39 - Wen Wen, Shiyuan Wu, Ruichu Cai, Zhifeng Hao:
Cross-KG Link Prediction by Learning Substructural Semantics. 40
Volume 56, Number 2, April 2024
- Xin Zhou, Zhaohui Ren, Shihua Zhou, Zeyu Jiang, Tianzhuang Yu, Hengfa Luo:
Rethinking Position Embedding Methods in the Transformer Architecture. 41 - Hamed Khataei Maragheh, Farhad Soleimanian Gharehchopogh, Kambiz Majidzadeh, Amin Babazadeh Sangar
A Hybrid Model Based on Convolutional Neural Network and Long Short-Term Memory for Multi-label Text Classification. 42 - Hai-Kun Wang, Xuewei Zhang, Haicheng Long, Shunyu Yao, Pengjin Zhu:
W-FENet: Wavelet-based Fourier-Enhanced Network Model Decomposition for Multivariate Long-Term Time-Series Forecasting. 43 - Shiva Sanati, Modjtaba Rouhani, Ghosheh Abed Hodtani:
Performance Comparison of Different HTM-Spatial Pooler Algorithms Based on Information-Theoretic Measures. 44 - Jinguang Chen, Jiahe Zhou, Lili Ma:
GNNCL: A Graph Neural Network Recommendation Model Based on Contrastive Learning. 45 - Muhammet Emre Sanci
Neural Network Based Adaptive Inverse Optimal Control for Non-Affine Nonlinear Systems. 46 - P. R. Joe Dhanith, B. Surendiran, G. Rohith, Sujithra Kanmani, K. Valli Devi:
A Sparse Self-Attention Enhanced Model for Aspect-Level Sentiment Classification. 47 - Xuran Wan
Finite-Time Stability of Inertial Neural Networks with Delayed Impulses. 48 - Yunde Zhang
Category-Aware Saliency Enhance Learning Based on CLIP for Weakly Supervised Salient Object Detection. 49 - P. Babu Dhivakaran, M. Gowrisankar, A. Vinodkumar
Bipartite Synchronization of Fractional Order Multiple Memristor Coupled Delayed Neural Networks with Event Triggered Pinning Control. 50 - Jian-An Wang, Ruirui Cai, Junru Zhang, Jie Zhang, Mingjie Li, Zhicheng Zhao:
Fixed-Time Pinning Synchronization of Intermittently Coupled Complex Network via Economical Controller. 51 - Xianguo Li, Xingchen Yao, Yi Liu:
Combining Swin Transformer and Attention-Weighted Fusion for Scene Text Detection. 52 - Hengjie Zheng, Yongguo Liu, Shangming Yang, Yun Zhang, Jiajing Zhu, Zhi Chen:
HIFINet: Examination-Diagnosis-Treatment Hierarchical Feedback Interaction Network for Medication Recommendation. 53 - Xiaoyu Wu, Jiayao Qian, Lulu Yang:
MGSGA: Multi-grained and Semantic-Guided Alignment for Text-Video Retrieval. 54 - Q. L. Zhang, S. L. Li, J. G. Duan, J. Y. Qin, Y. Zhou:
Moving Object Detection Method Based on the Fusion of Online Moving Window Robust Principal Component Analysis and Frame Difference Method. 55 - Wei Ao, Shunyi Zheng, Yan Meng, Yang Yang:
Few-Shot Semantic Segmentation via Mask Aggregation. 56 - Ziqi Zhu, Wuchang Shao, Dongdong Jiao:
TLS-RWKV: Real-Time Online Action Detection with Temporal Label Smoothing. 57 - Qiaoping Wang, Xiaoyun Chen, Yan Li, Yanming Lin:
Elastic Deep Sparse Self-Representation Subspace Clustering Network. 58 - Hao Wang, Xiaojun Bi
Stronger Heterogeneous Feature Learning for Visible-Infrared Person Re-Identification. 59 - Jingsheng Lei, Chente Shu, Qiang Xu, Yunxiang Yu, Shengying Yang:
FCPFNet: Feature Complementation Network with Pyramid Fusion for Semantic Segmentation. 60 - Yu Wu, Niansheng Chen, Guangyu Fan, Dingyu Yang, Lei Rao, Songlin Cheng
NAVS: A Neural Attention-Based Visual SLAM for Autonomous Navigation in Unknown 3D Environments. 61 - Chao Wei, Yanping Chen, Kai Wang, Yongbin Qin, Ruizhang Huang, Qinghua Zheng:
APRE: Annotation-Aware Prompt-Tuning for Relation Extraction. 62 - Weina Zhou, Linhui Ye, Xiu Wang:
Residual Contextual Hourglass Network for Single-Image Deraining. 63 - Mingxing Pu, Bing Luo, Chao Zhang, Li Xu, Fayou Xu, Mingming Kong:
Text-Vision Relationship Alignment for Referring Image Segmentation. 64 - Wenquan Xu, Hui Hu:
Stability Analysis of Deep Belief Network: Based SD-AR Model for Nonlinear Time Series. 65 - Luca Scofano
About Latent Roles in Forecasting Players in Team Sports. 66 - Lin Li, Wei Shi, Shuyu Chen, Jun Liu, Jiangping Huang, Pengcheng Liu:
A Dynamic Adaptive and Resource-Allocated Selection Method Based on TOPSIS and VIKOR in Federated Learning. 67 - Zi-Long Liu, Bing Tan:
Research on Event Target Recognition Based on DRUNet and Multi-scale Attention. 68 - Caibo Dong, Dazi Li:
Adaptive Evolutionary Reinforcement Learning with Policy Direction. 69 - Xiangyang Wang, Jiale Chen, Rui Wang:
DPR-GAN: Dual-Stream Progressive Refinement for Adversarial 3D Point Cloud Generation. 70 - Zhehang Lou, Suyun Luo, Xiaoci Huang, Dan Wei:
Conv-Attention: A Low Computation Attention Calculation Method for Swin Transformer. 71 - Juncheng Yang, Wei Yu, Fang Yu, Shijun Li:
A Time-Series-Based Sample Amplification Model for Data Stream with Sparse Samples. 72 - Chenxing Xia, Xiuzhen Duan, Xiuju Gao, Bin Ge, Kuan-Ching Li, Xianjin Fang, Yan Zhang, Ke Yang:
PCTDepth: Exploiting Parallel CNNs and Transformer via Dual Attention for Monocular Depth Estimation. 73 - Yixiao Xiang, Lihua Tian, Chen Li:
A Domain Adaptive Semantic Segmentation Method Using Contrastive Learning and Data Augmentation. 74 - Xin Sui, Yongqing Yang, Fei Wang:
Consensus of multi-agent systems with randomly occurring nonlinearities via uncertain pinning control under switching topologies. 75 - V. Gokulakrishnan
Novel LMI-Based Boundary Stabilization of Stochastic Delayed Reaction-Diffusion Cohen-Grossberg BAM Neural Networks with Impulsive Effects. 76 - Zhe Chen, Yang Cao:
A Polishing Model for Machine-Generated Ancient Chinese Poetry. 77 - Cole Pospisil, Vasily Zadorozhnyy, Qiang Ye:
Breaking Time Invariance: Assorted-Time Normalization for RNNs. 78 - Huiyu Wang, Shutang Liu, Xiang Wu, Jie Sun, Wei Qiao:
Stability of Fractional Reaction-Diffusion Memristive Neural Networks Via Event-Based Hybrid Impulsive Controller. 79 - Baturay Saglam
Parameter-Free Reduction of the Estimation Bias in Deep Reinforcement Learning for Deterministic Policy Gradients. 80 - Yinguang Zhao, Yuechao Ma:
Exponential Synchronization of Complex Dynamic Networks with Time Delay and Uncertainty via Adaptive Event-Triggered Control. 81 - Yuan Ma, Yumei Lin, Yunxian Dai:
Stability and Hopf Bifurcation Analysis of A Fractional-Order BAM Neural Network with Two Delays Under Hybrid Control. 82 - Yuefei Wang, Xi Yu, Yixi Yang, Shijie Zeng, Yuquan Xu, Ronghui Feng:
FTUNet: A Feature-Enhanced Network for Medical Image Segmentation Based on the Combination of U-Shaped Network and Vision Transformer. 83 - Hongliang Zhang, Yuteng Zhang, Rui Wang, Haiyang Pan, Bin Chen:
Non-Uniformly Weighted Multisource Domain Adaptation Network For Fault Diagnosis Under Varying Working Conditions. 84 - Wenzhao Liu, Wanli Zhang, Kuiwu Yang, Yue Chen, Kaiwei Guo, Jianghong Wei:
Enhancing Generalization in Few-Shot Learning for Detecting Unknown Adversarial Examples. 85 - Xiang Sun, Shunsheng Guo, Shiqiao Liu, Jun Guo, Baigang Du:
A Correlation-Redundancy Guided Evolutionary Algorithm and Its Application to High-Dimensional Feature Selection in Classification. 86 - Lu Zhou, Yuanyao Lu, Haiyang Jiang:
FEASE: Feature Selection and Enhancement Networks for Action Recognition. 87 - Jian Chen
Image Deblurring Using Feedback Mechanism and Dual Gated Attention Network. 88 - Boyang Liu, Guozheng Rao, Xin Wang, Li Zhang, Qing Cong:
DE3TC: Detecting Events with Effective Event Type Information and Context. 89 - Lihu Pan, Jianzhong Diao, Zhengkui Wang, Shouxin Peng, Cunhui Zhao:
HF-YOLO: Advanced Pedestrian Detection Model with Feature Fusion and Imbalance Resolution. 90 - Linchun Gao, Shoujun Wang, Songgui Chen:
A Novel Boundary-Guided Global Feature Fusion Module for Instance Segmentation. 91 - Sandip Garai
CEEMDAN-Based Hybrid Machine Learning Models for Time Series Forecasting Using MARS Algorithm and PSO-Optimization. 92 - Aizhong Mi, Wenhui Luo, Yingxu Qiao, Zhanqiang Huo:
Rethinking Zero-DCE for Low-Light Image Enhancement. 93 - S. Ravi Chandra, S. Padmanabhan, V. Umesha, M. Syed Ali, Grienggrai Rajchakit, Anuwat Jirawattanapanit:
New Insights on Bidirectional Associative Memory Neural Networks with Leakage Delay Components and Time-Varying Delays Using Sampled-Data Control. 94 - Yanting Li, Shuai Wang, Junwei Jin, Hongwei Tao, Jiaofen Nan, Huaiguang Wu, C. L. Philip Chen:
Density-Based Discriminative Nonnegative Representation Model for Imbalanced Classification. 95 - Yanling Gan, Luhui Xu, Haiying Xia, Gan Liu:
Harmonious Mutual Learning for Facial Emotion Recognition. 96 - Zhiyi Xin, Junyang Yu, Xin He, Yalin Song, Han Li:
SiamRAAN: Siamese Residual Attentional Aggregation Network for Visual Object Tracking. 98 - Qun Li, Zhuxi Zhan, Yaying Shen, Bir Bhanu:
Co-GZSL: Feature Contrastive Optimization for Generalized Zero-Shot Learning. 99 - Paulo A. Salgado
Multi-back-propagation Algorithm for Signal Neural Network Decomposition. 100 - Ramalingam Sriraman, Oh-Min Kwon:
Non-separation Method-Based Global Stability Criteria for Takagi-Sugeno Fuzzy Quaternion-Valued BAM Delayed Neural Networks Using Quaternion-valued Auxiliary Function-Based Integral Inequality. 101 - Yuhang Zhang, Jiwei Qin, Chongren Feng:
PEB-TAXO: Projecting Entities as Boxes for Taxonomy Expansion. 102 - Weirong Liu, Min Zhang, Changhong Shi, Ning Zhang, Jie Liu:
Deep Convolutional Neural Network Compression Method: Tensor Ring Decomposition with Variational Bayesian Approach. 103 - Dandan Tang, Baoxian Wang, Caiqing Hao:
Dissipativity of Stochastic Competitive Neural Networks with Multiple Time Delays. 104 - Fatima Zahrae El-Hassani, Meryem Amri, Nour-Eddine Joudar, Khalid Haddouch:
A New Optimization Model for MLP Hyperparameter Tuning: Modeling and Resolution by Real-Coded Genetic Algorithm. 105 - Shuang Chen, Changlun Zhang, Haibing Mu:
An Adaptive Learning Rate Deep Learning Optimizer Using Long and Short-Term Gradients Based on G-L Fractional-Order Derivative. 106 - Lan Wu, Han Wang, Lishuang Gong, Yuan Yao, Xin Guo, Binquan Li:
Multi-modal Domain Adaptation Method Based on Parameter Fusion and Two-Step Alignment. 107 - Haifeng Li, Mo Hai:
Deep Reinforcement Learning Model for Stock Portfolio Management Based on Data Fusion. 108 - Qin Deng, Xiaoliang Chen, Zaiyan Yang, Xianyong Li, Yajun Du:
CLSTM-SNP: Convolutional Neural Network to Enhance Spiking Neural P Systems for Named Entity Recognition Based on Long Short-Term Memory Network. 109 - Fei Han, Fanyu Li, Qinghua Ling, Henry Han, Tianyi Lu, Zijian Jiao, Haonan Zhang:
A Feature Selection Method Based on Feature-Label Correlation Information and Self-Adaptive MOPSO. 110 - Qiang Li
Stabilization of Semi-Markovian Jumping Uncertain Complex-Valued Networks with Time-Varying Delay: A Sliding-Mode Control Approach. 111 - Sunen Chakraborty
Detection of Image Tampering Using Deep Learning, Error Levels and Noise Residuals. 112 - Junling Jing, Cai Jinhang, Huisheng Zhang, Wenxia Zhang:
Boundedness and Convergence of Mini-batch Gradient Method with Cyclic Dropconnect and Penalty. 113 - Jianyao Yin, Honglong Chen, Junjian Li, Yudong Gao:
Enhanced Coalescence Backdoor Attack Against DNN Based on Pixel Gradient. 114 - Mohsine Elkhayati
CNN-based Methods for Offline Arabic Handwriting Recognition: A Review. 115 - Qingyun Gao, Qing Ai, Wenhui Wang:
Intuitionistic Fuzzy Extreme Learning Machine with the Truncated Pinball Loss. 116 - Hui Zhang, Kaiping Tu, Huanhuan Lv, Ruiqin Wang:
Hyperspectral Image Classification Based on 3D-2D Hybrid Convolution and Graph Attention Mechanism. 117 - Ming Yin, Jiayi Tian, Yibo Wang, Jijiao Jiang:
A Novel Distributed Process Monitoring Framework of VAE-Enhanced with Deep Neural Network. 118 - Fang Wenxiang, Tao Xie:
Robustness analysis of exponential stability of fuzzy inertial neural networks through the estimation of upper limits of perturbations. 119 - Wenxin Ge
Causality-Driven Intra-class Non-equilibrium Label-Specific Features Learning. 120 - Reshma Sheik, K. P. Siva Sundara, S. Jaya Nirmala:
Neural Data Augmentation for Legal Overruling Task: Small Deep Learning Models vs. Large Language Models. 121 - B. Adhira, Gnaneswaran Nagamani
Extended dissipative criteria for delayed semi-discretized competitive neural networks. 122 - Chengmao Wu, Xiao Qi:
Reconstruction-Aware Kernelized Fuzzy Clustering Framework Incorporating Local Information for Image Segmentation. 123 - Haiping Zhang, Zepeng Hu
Multipath Attention and Adaptive Gating Network for Video Action Recognition. 124 - Saranya Leelakrishnan, Arvind Chakrapani
Power Optimization in Wireless Sensor Network Using VLSI Technique on FPGA Platform. 125 - Hongtao Hou, Mingzhen Guo, Wei Wang, Kuan Liu, Zijiang Luo:
Improved Lightweight Head Detection Based on GhostNet-SSD. 126 - Mengli Li, Chao Cao
Deep Embedding Clustering Based on Residual Autoencoder. 127 - Baodi Liu, Yan Liu, Qianqian Shao, Weifeng Liu:
Central Attention with Multi-Graphs for Image Annotation. 128 - Münevver Tuz:
Global Asymptotic Stability of Anti-Periodic Solutions of Time-Delayed Fractional Bam Neural Networks. 129 - Hu Lu, Haotian Hong, Xia Geng:
Deep Self-Supervised Attributed Graph Clustering for Social Network Analysis. 130 - Qingyu Sun, Juan Zhang, Zhijun Fang, Yongbin Gao:
Self-Enhanced Attention for Image Captioning. 131 - Wattanapong Suttapak, Jianfu Zhang, Haohua Zhao, Liqing Zhang:
Multi-Model UNet: An Adversarial Defense Mechanism for Robust Visual Tracking. 132 - Muqing Deng, Zebang Zhong, Yi Zou, Yanjiao Wang, Kaiwei Wang, Junrong Liao:
Human Gait Recognition Based on Frontal-View Walking Sequences Using Multi-modal Feature Representations and Learning. 133 - Mohammad Ghadirian, Nooshin Bigdeli
A New Adaptive Robust Modularized Semi-Supervised Community Detection Method Based on Non-negative Matrix Factorization. 134 - J. Jebastine:
Detection and Classification of Brain Tumor Using Convolution Extreme Gradient Boosting Model and an Enhanced Salp Swarm Optimization. 135 - Jing He, Le Tang, Dan Tang, Ping Wang, Li Cai:
SGNNRec: A Scalable Double-Layer Attention-Based Graph Neural Network Recommendation Model. 136 - Retraction Note: Brain Tumor Segmentation Using Deep Learning and Fuzzy K-Means Clustering for Magnetic Resonance Images. 137
- Retraction Note: Burn Image Recognition of Medical Images Based on Deep Learning: From CNNs to Advanced Networks. 138
- Yujie Wu, Lei Liang, Siyao Ling, Zhisheng Gao:
Hierarchical Patch Aggregation Transformer for Motion Deblurring. 139 - Ali Muhammad Shaikh, Yun-Bo Zhao, Aakash Kumar, Munawar Ali, Yu Kang:
Efficient Bayesian CNN Model Compression using Bayes by Backprop and L1-Norm Regularization. 140 - Nongxiao Wang, Xulun Ye, Jieyu Zhao, Qing Wang:
Semantic Spectral Clustering with Contrastive Learning and Neighbor Mining. 141 - Zhongyan Gui, Jing Yang
Consensus Affinity Graph Learning via Structure Graph Fusion and Block Diagonal Representation for Multiview Clustering. 142 - Yan Yan, Bo-Wen Zhang, Peng-hao Min, Guanwen Ding, Jun-yuan Liu:
DialGNN: Heterogeneous Graph Neural Networks for Dialogue Classification. 143 - Yinbin Peng, Wei Wu, Jiansi Ren, Xiang Yu:
Novel GCN Model Using Dense Connection and Attention Mechanism for Text Classification. 144 - Yuanjie Dang, Guozhu Zheng, Peng Chen, Nan Gao, Ruohong Huan, Dongdong Zhao, Ronghua Liang:
Learning Reliable Dense Pseudo-Labels for Point-Level Weakly-Supervised Action Localization. 145 - Retraction Note: Intelligent Crime Prevention and Control Big Data Analysis System Based on Imaging and Capsule Network Model. 146
- Retraction Note: A City Monitoring System Based on Real-Time Communication Interaction Module and Intelligent Visual Information Collection System. 147
- Retraction Note: Application of Meta-Learning Framework Based on Multiple-Capsule Intelligent Neural Systems in Image Classification. 148
Volume 56, Number 3, June 2024
- Congcong Ma, Jiaqi Mi, Wanlin Gao, Sha Tao:
SSGAN: A Semantic Similarity-Based GAN for Small-Sample Image Augmentation. 149 - Chang Su, Xingyue Wang, Shupin Liu, Yijiang Chen:
Efficient Visual Metaphor Image Generation Based on Metaphor Understanding. 150 - Jin Yang, Jigui Jian:
Dissipativity Analysis of Memristive Inertial Competitive Neural Networks with Mixed Delays. 151 - Li-yang Zhao, Tian-qing Chang, Li-bin Guo, Jie Zhang, Lei Zhang, Jin-dun Ma:
An Overestimation Reduction Method Based on the Multi-step Weighted Double Estimation Using Value-Decomposition Multi-agent Reinforcement Learning. 152 - Ghazala Hcini
Investigating Deep Learning for Early Detection and Decision-Making in Alzheimer's Disease: A Comprehensive Review. 153 - Feng Wei, Jie Zhu, Huibin Wang, Jie Shen:
CFDepthNet: Monocular Depth Estimation Introducing Coordinate Attention and Texture Features. 154 - Xiao-Song Yang:
A Geometric Theory for Binary Classification of Finite Datasets by DNNs with Relu Activations. 155 - Xinyi Chang, Chunyu Du, Xinjing Song, Weifeng Liu, Yanjiang Wang:
Target Oriented Dynamic Adaption for Cross-Domain Few-Shot Learning. 156 - Claudio Filipi Gonçalves dos Santos, João Paulo Papa:
Rethinking Regularization with Random Label Smoothing. 157 - Yuge Xu, Chuanlong Lyu:
Class-Balanced Regularization for Long-Tailed Recognition. 158 - Yongshuai Zhang, Jiajin Huang, Jian Yang:
Disentangled Variational Autoencoder for Social Recommendation. 159 - Haowei Chen, Chen Li, Jiajing Liang, Lihua Tian:
A Dialogues Summarization Algorithm Based on Multi-task Learning. 160 - Harsha Putla, Chanakya Patibandla, Krishna Pratap Singh, P. Nagabhushan:
A Pilot Study of Observation Poisoning on Selective Reincarnation in Multi-Agent Reinforcement Learning. 161 - Yunyun Wang, Qinghao Li, Ziyi Hua:
Dual Classifier Adaptation: Source-Free UDA via Adaptive Pseudo-Labels Learning. 162 - Manu Augustine, Om Prakash Yadav, Ashish Nayyar, Dheeraj Joshi:
Use of a Modified Threshold Function in Fuzzy Cognitive Maps for Improved Failure Mode Identification. 163 - Sameer Poongadan, M. C. Lineesh:
Non-linear Time Series Prediction using Improved CEEMDAN, SVD and LSTM. 164 - Zuqin Chen, Yujie Zheng, Jike Ge, Wencheng Yu, Zining Wang:
A Parallel Model for Jointly Extracting Entities and Relations. 165 - Kyungdeuk Ko, Donghyeon Kim, Kyungseok Oh, Hanseok Ko:
WaveVC: Speech and Fundamental Frequency Consistent Raw Audio Voice Conversion. 166 - Shuangmei Wang, Yang Cao, Tieru Wu:
TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning. 167 - Jingyu Zhao, Ruwei Li, Maocun Tian, Weidong An:
Multi-view Self-supervised Learning and Multi-scale Feature Fusion for Automatic Speech Recognition. 168 - Chao Huang, Zhao Kang, Hong Wu:
A Prototype-Based Neural Network for Image Anomaly Detection and Localization. 169 - Peng Guo, Shuguo Pan, Peng Hu, Ling Pei, Baoguo Yu:
Unsupervised Domain Adaptation Depth Estimation Based on Self-attention Mechanism and Edge Consistency Constraints. 170 - Qian Lang, Jing Xu, Huiwen Zhang, Zhengxin Wang:
Pinning Group Consensus of Multi-agent Systems Under DoS Attacks. 171 - Xin Ye, Xiang Tian, Bolun Zheng, Fan Zhou, Yaowu Chen:
A Unified Asymmetric Knowledge Distillation Framework for Image Classification. 172 - Lei Xia, Jianfeng Tang, Guangli Li, Jun Fu, Shukai Duan, Lidan Wang:
Time Series Classification Based on Forward Echo State Convolution Network. 173 - Jiawei Luo, Lei Yu, Bangshu Xiong:
Hyperbolic Tangent-Type Variant-Parameter and Robust ZNN Solutions for Resolving Time-Variant Sylvester Equation in Preassigned-Time. 174 - Qi An
Sub-One Quasi-Norm-Based k-Means Clustering Algorithm and Analyses. 175 - Xinyi Yu, Haodong Zhao, Mingyang Zhang, Yan Wei, Libo Zhou, Linlin Ou:
DynamicAug: Enhancing Transfer Learning Through Dynamic Data Augmentation Strategies Based on Model State. 176 - Thokozile Manaka, Terence L. van Zyl, Deepak Kar, Alisha N. Wade:
Multi-step Transfer Learning in Natural Language Processing for the Health Domain. 177 - Jie Sun, Jing Yang, Wang Chen, Sujie Ding, Shaobo Li, Jianjun Hu:
LCTCS: Low-Cost and Two-Channel Sparse Network for Hyperspectral Image Classification. 181 - Qingyan Li, Yusheng Cheng:
Multi-view Multi-label Learning with Shared Features Inconsistency. 182 - Na Li, Sen Xu, Heyang Xu, Xiufang Xu, Naixuan Guo, Na Cai:
A Point-Cluster-Partition Architecture for Weighted Clustering Ensemble. 183 - Xiaozhu Gao, Jinhui Liu, Bo Wan, Lingling An:
Hierarchical Reinforcement Learning from Demonstration via Reachability-Based Reward Shaping. 184 - Juan Yang, Guanghong Zhou, Ronggui Wang, Lixia Xue:
Sample-Adaptive Classification Inference Network. 185 - Qing Ye, Zihan Song, Yuqi Zhao, Yongmei Zhang:
Dual-Channel Autoencoder with Key Region Feature Enhancement for Video Anomalous Event Detection. 186 - Lingyan Wang, Huaiqin Wu, Jinde Cao:
An Observer-Based Topology Identification and Synchronization in Finite Time for Fractional Singularly Perturbed Complex Networks via Dynamic Event-Triggered Control. 187 - Waleed Razzaq, Kashif Raza
Neural Circuit Policies for Virtual Character Control. 188 - Meiqi Wang, Kangyu Qiao, Shuyue Xing, Caixia Yuan, Xiaojie Wang:
Enhancing Document Information Selection Through Multi-Granularity Responses for Dialogue Generation. 189 - Shaohua Dong, Xiaochao Fan, Xinchun Ma:
Multichannel Multimodal Emotion Analysis of Cross-Modal Feedback Interactions Based on Knowledge Graph. 190 - Ruikun Zhang, Shangyu Sang, Jingyuan Zhang, Xue Lin:
Quantized Iterative Learning Bipartite Containment Tracking Control for Unknown Nonlinear Multi-agent Systems. 191 - Navnit Jha, Ekansh Mallik:
GPINN with Neural Tangent Kernel Technique for Nonlinear Two Point Boundary Value Problems. 192 - Qunpo Liu
SpanEffiDet: Span-Scale and Span-Path Feature Fusion for Object Detection. 193 - Pan Gu, Haiyang Hu, Dongjing Wang, Dongjin Yu, Guandong Xu:
Temporal Diversity-Aware Micro-Video Recommendation with Long- and Short-Term Interests Modeling. 194 - Zhiwu Shang, Zehua Feng, Wanxiang Li, Zhihua Wu, Hongchuan Cheng:
Capsule Network Based on Double-layer Attention Mechanism and Multi-scale Feature Extraction for Remaining Life Prediction. 195 - Hua Zhao, Xueyang Bai, Qingtian Zeng, Heng Zhou, Xuemei Bai:
Nested Entity Recognition Method Based on Multidimensional Features and Fuzzy Localization. 196 - Yan Zhou, Zhiqiang Wang, Jianxun Li:
Knowledge Distillation Based on Narrow-Deep Networks. 197 - Jinhui Chen, Peng Wu, Xiaoming Zhang, Renjie Xu, Jia Liang:
Add-Vit: CNN-Transformer Hybrid Architecture for Small Data Paradigm Processing. 198 - Yifeng Luan, Min Xiao, Xinsong Yang, Xiangyu Du, Jie Ding, Jinde Cao:
Pattern Control of Neural Networks with Two-Dimensional Diffusion and Mixed Delays. 179
Volume 56, Number 4, August 2024
- Wonjik Kim:
A Random Focusing Method with Jensen-Shannon Divergence for Improving Deep Neural Network Performance Ensuring Architecture Consistency. 199 - Reinhard Booysen, Anna Sergeevna Bosman
Multi-objective Evolutionary Neural Architecture Search for Recurrent Neural Networks. 200 - Maryam Bukhari, Muazzam Maqsood, Farhan Aadil:
KGR: A Kernel-Mapping Based Group Recommender System Using Trust Relations. 201 - Rui Zhang
A Single Image High-Perception Super-Resolution Reconstruction Method Based on Multi-layer Feature Fusion Model with Adaptive Compression and Parameter Tuning. 202 - Jinguang Chen, Suyue Wang, Lili Ma, Bo Yang, Kaibing Zhang:
SS-CRE: A Continual Relation Extraction Method Through SimCSE-BERT and Static Relation Prototypes. 203 - Nadia Nekouie, Morteza Romoozi, Mahdi Esmaeili:
Correction: A New Evolutionary Ensemble Learning of Multimodal Feature Selection from Microarray Data. 204 - Jie Gao, Xiangyong Chen, Jianlong Qiu, Chunmei Wang, Tianyuan Jia:
Adaptive Sliding Mode Fixed-/Preassigned-Time Synchronization of Stochastic Memristive Neural Networks with Mixed-Delays. 205 - Samara Fatima, Zulqurnain Sabir, Dumitru Baleanu, Sharifah E. Alhazmi:
Gudermannian Neural Networks for Two-Point Nonlinear Singular Model Arising in the Thermal-Explosion Theory. 206 - Zhenhai Wang, Yuhao Xu, Zhiru Wang, Rong Fan, Yunlong Guo, Weimin Li:
Knowledge Graph-Aware Deep Interest Extraction Network on Sequential Recommendation. 207 - Shuo Ma, Jiangman Li, Ruonan Liu, Qiang Li:
Exponential Stability of Impulsive Stochastic Neutral Neural Networks with Lévy Noise Under Non-Lipschitz Conditions. 208 - Wenming Cao, Tianyuan Li, Qifan Liu, Zhiquan He:
PANet: Pluralistic Attention Network for Few-Shot Image Classification. 209 - Yaqi Chen, Hao Zhang, Wenlin Zhang, Dan Qu, Xukui Yang:
A Lightweight Task-Agreement Meta Learning for Low-Resource Speech Recognition. 210 - Cheng Huang
Detection Method of Manipulator Grasp Pose Based on RGB-D Image. 211 - Eiji Mizutani, Naoyuki Kubota, Tam Chi Truong:
On Stage-Wise Backpropagation for Improving Cheng's Method for Fully Connected Cascade Networks. 212 - Yuqiang Li, Yi Zhang, Chun Liu:
MDGCL: Graph Contrastive Learning Framework with Multiple Graph Diffusion Methods. 213 - Hye Bin Yoo, Hyunmin Han, Sung Soo Hwang, Il Yong Chun
Improving Neural Radiance Fields Using Near-Surface Sampling with Point Cloud Generation. 214 - Fudong Li, Wei Xie, Weiyi Zhu, Zonghao Shi:
Improved Stability Analysis of Neural Networks with Time Delay Based on Variable Augmented Free Weight Matrix. 216 - Yong Zhang, Xueqin Li, Wenyun Chen, Ying Zang:
Image Classification Based on Low-Level Feature Enhancement and Attention Mechanism. 217 - Shaofei Zang, Huimin Li, Nannan Lu, Chao Ma, Jiwei Gao, Jianwei Ma, Jinfeng Lv:
Kernel Extreme Learning Machine with Discriminative Transfer Feature and Instance Selection for Unsupervised Domain Adaptation. 218 - Retraction Note: A Hybrid Approach Using the Fuzzy Logic System and the Modified Genetic Algorithm for Prediction of Skin Cancer. 219
- Retraction Note: Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review. 220
- Bo Peng, Kefan Zhang, Long Jin, Mingsheng Shang:
A Transfer-Learning-Like Neural Dynamics Algorithm for Arctic Sea Ice Extraction. 221
Volume 56, Number 5, October 2024
- Yuzhuo Xu, Ting Li, Bing Zhu, Fasheng Wang, Fuming Sun
Siamese Tracking Network with Multi-attention Mechanism. 222 - Amal Mahmoud, Ammar Mohammed:
Leveraging Hybrid Deep Learning Models for Enhanced Multivariate Time Series Forecasting. 223 - Dandan Tang, Baoxian Wang, Jigui Jian, Caiqing Hao:
Lagrange Stability of Competitive Neural Networks with Multiple Time-Varying Delays. 224 - Kübra Tümay Ates, Ibrahim Erdem Kalkan
Training Artificial Neural Network with a Cultural Algorithm. 225 - Attila Tiba, András Hajdu, Tamas Giraszi:
Finding Efficient Graph Embeddings and Processing them by a CNN-based Tool. 226 - Guojie Xie, Tianlei Wang, Dekang Liu, Wandong Zhang, Xiaoping Lai:
Within-Class Constraint Based Multi-task Autoencoder for One-Class Classification. 227 - Huan Wang, Xu Zhou, Xiaofeng Liu:
An Adaptive Missing Data Restoration Method for UAV Confrontation Based on Deep Regression Model. 228 - Chunliang Zhou, Xiangpei Meng, Zhaoqiang Shen:
Microblog Negative Comments Data Analysis Model Based on Multi-scale Convolutional Neural Network and Weighted Naive Bayes Algorithm. 229 - William Philipp, R. Yashwanthika, O. K. Sikha, Raul Benitez:
Generation of Rule-Based Explanations of CNN Classifiers Using Regional Features. 230 - Dengfeng Liu, Zhiqiang Pan, Shengze Hu, Fei Cai:
Distance Enhanced Hypergraph Learning for Dynamic Node Classification. 231 - Chuanmeng Sun, Jiaxin Chen, Zhibo Wu, Yong Li, Tiehua Ma:
A Clustering Pruning Method Based on Multidimensional Channel Information. 232 - Zichao Jiang, Zhuolin Wang, Qinghe Yao, Gengchao Yang
A Neural Network-Based Poisson Solver for Fluid Simulation. 233 - Ankur Pandey, Praveen Kumar Mannepalli, Manish Gupta, Ramraj Dangi, Gaurav Choudhary:
A Deep Learning-Based Hybrid CNN-LSTM Model for Location-Aware Web Service Recommendation. 234 - Changqun Feng, Keming Dong, Xinyu Ou:
A Robot Ground Medium Classification Algorithm Based on Feature Fusion and Adaptive Spatio-Temporal Cascade Networks. 235 - Yao Ma, Xurong Zhai, Dan Yu, Yuli Yang, Xingyu Wei, Yongle Chen:
Label-Only Membership Inference Attack Based on Model Explanation. 236 - Yingzhi Teng, Jing Liu, Kai Wu:
Time Series Prediction Based on LSTM and High-Order Fuzzy Cognitive Map with Attention Mechanism. 237 - Gonghao Lan, Jin Tang, Fan Guo:
CTCTime: A New Model for Unidimensional Time Series Classification. 238 - Kun Dong, Yu Zeng, Kun Wang, Yongle Luo, Yuxin Wang, Erkang Cheng, Zhiyong Sun, Qiang Zhang, Bo Song:
Reinforcement Learning with Decoupled State Representation for Robot Manipulations. 239 - Jiuxiang Song
ISMOTE: A More Accurate Alternative for SMOTE. 240 - Kathiresan Kandasamy, Yuvaraj Natarajan, K. R. Sri Preethaa, Ahmed Abdi Yusuf Ali:
A Robust TrafficSignNet Algorithm for Enhanced Traffic Sign Recognition in Autonomous Vehicles Under Varying Light Conditions. 241 - Xiaoyu Tian, Yongbin Qin, Ruizhang Huang, Yanping Chen:
A Label Information Aware Model for Multi-label Text Classification. 242
Volume 56, Number 6, December 2024
- Sara Renjit, Sumam Mary Idicula:
A Study of the State of the Art Approaches and Datasets for Multilingual Natural Language Inference. 243 - Hongjian Guo, Xianlin Zhou, Peng Yang:
Feature Enhancement Based Oriented Object Detection in Remote Sensing Images. 244 - S.-f. Wang:
Finite-Time Synchronization of Memristive Neural Networks with Uncertainties and External Disturbances. 245 - Junning Zhang, Zhanyang Wei, Guoru Ding, Junli Liang, Zefeng Zhang:
Multi-Channel Lightweight Contrast Prediction Coding for Features Extraction of Radar Emitter Signals. 246 - Lu Jia
Policy Optimization Algorithm with Activation Likelihood-Ratio for Multi-agent Reinforcement Learning. 247 - Kapil Netaji Vhatkar, Atul B. Kathole, Savita Lonare, Nisarg Gandhewar:
Energy Aware Optimal Virtual Machine Scheduling in Cloud Environment Using Hybridized Egret Swarm with Sea Lion Optimization Algorithm. 248 - Luchuan Yu
Mechanism Isomorphism Identification Based on Decision Tree Algorithm and Hybrid Particle Swarm Optimization Algorithm. 249 - Thiago A. Ushikoshi, Elias J. R. Freitas, Murilo V. F. Menezes, Wagner J. A. Junior, Luiz C. B. Torres, Antônio de Pádua Braga:
Hebbian Learning with Kernel-Based Embedding of Input Data. 250 - Kaiwen Jin, Yifeng Xiong, Shuya Lou, Zhen Yu:
MAFD: Multiple Adversarial Features Detector for Enhanced Detection of Text-Based Adversarial Examples. 251 - Chenguang Zhang, Yuexian Hou, Dawei Song:
Label-Based Disentanglement Measure among Hidden Units of Deep Learning. 252
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