Issue 2/2023
Content (53 Articles)
DCARN: Deep Context Aware Recurrent Neural Network for Semantic Segmentation of Large Scale Unstructured 3D Point Cloud
Saba Mehmood, Muhammad Shahzad, Muhammad Moazam Fraz
Pixel-Level and Perceptual-Level Regularized Adversarial Learning for Joint Motion Deblurring and Super-Resolution
Yong Li, Zhenguo Yang, Tianyong Hao, Qing Li, Wenyin Liu
Adaptive Meta Transfer Learning with Efficient Self-Attention for Few-Shot Bearing Fault Diagnosis
Jun Zhao, Tang Tang, Ying Yu, Jingwei Wang, Tianyuan Yang, Ming Chen, Jie Wu
EAAE: A Generative Adversarial Mechanism Based Classfication Method for Small-scale Datasets
Ping Chen, Yuhui Deng, Qiang Zou, Lijuan Lu, Hong Li
Longitudinal Structural MRI Data Prediction in Nondemented and Demented Older Adults via Generative Adversarial Convolutional Network
Liyao Song, Quan Wang, Haiwei Li, Jiancun Fan, Bingliang Hu
A Transferred Daily Activity Recognition Method Based on Sensor Sequences
Jinghuan Guo, Jianxun Ren, Haoming Chen, Shuo Han, Shaoxi Li
Siamese Centerness Prediction Network for Real-Time Visual Object Tracking
Yue Wu, Chengtao Cai, Chai Kiat Yeo
Multi-Kernel Fusion for RBF Neural Networks
Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
ACP: Automatic Channel Pruning Method by Introducing Additional Loss for Deep Neural Networks
Haoran Yu, Weiwei Zhang, Ming Ji, Chenghui Zhen
Hybrid 3D/2D Complete Inception Module and Convolutional Neural Network for Hyperspectral Remote Sensing Image Classification
Hüseyin Fırat, Mehmet Emin Asker, Mehmet İlyas Bayındır, Davut Hanbay
Robust Pinball Twin Bounded Support Vector Machine for Data Classification
Subhash Chandra Prasad, P. Anagha, S. Balasundaram
ADCB: Adaptive Dynamic Clustering of Bandits for Online Recommendation System
Yufeng Wang, Weidong Zhang, Jianhua Ma, Qun Jin
A Multi-Task BERT-BiLSTM-AM-CRF Strategy for Chinese Named Entity Recognition
Xiaoyong Tang, Yong Huang, Meng Xia, Chengfeng Long
A Multi-scale Dilated Residual Convolution Network for Image Denoising
Xinlei Jia, Yali Peng, Bao Ge, Jun Li, Shigang Liu, Wenan Wang
Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors
Daniel Gutierrez-Galan, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Lourdes Duran-Lopez, Gabriel Jimenez-Moreno, Angel Jimenez-Fernandez
An R-Transformer_BiLSTM Model Based on Attention for Multi-label Text Classification
Yaoyao Yan, Fang’ai Liu, Xuqiang Zhuang, Jie Ju
No-reference Video Quality Assessment Based on Spatio-temporal Perception Feature Fusion
Yaya Tan, Guangqian Kong, Xun Duan, Huiyun Long, Yun Wu
A Topic Inference Chinese News Headline Generation Method Integrating Copy Mechanism
Zhengpeng Li, Jiansheng Wu, Jiawei Miao, Xinmiao Yu, Shuaibo Li
Aperiodically Intermittent Control for Exponential Stabilization of Delayed Neural Networks Via Time-dependent Functional Method
Yingjie Fan, Xia Huang, Zhen Wang, Yuxia Li
Attentional Gated Res2Net for Multivariate Time Series Classification
Chao Yang, Xianzhi Wang, Lina Yao, Guodong Long, Jing Jiang, Guandong Xu
Discriminatory Label-specific Weights for Multi-label Learning with Missing Labels
Reshma Rastogi, Sanjay Kumar
RMHNet: A Relation-Aware Multi-granularity Hierarchical Network for Person Re-identification
Gengsheng Xie, Xianbin Wen
PAII: A Pose Alignment Network with Information Interaction for Person Re-identification
Chunyan Lyu, Tong Xu, Wu Ning, Qi Cheng, Kejun Wang, Chenhui Wang
Image Super-Resolution Using a Simple Transformer Without Pretraining
Huan Liu, Mingwen Shao, Chao Wang, Feilong Cao
A Real-Time Cardiac Arrhythmia Classification Using Hybrid Combination of Delta Modulation, 1D-CNN and Blended LSTM
Meghana Karri, Chandra Sekhara Rao Annavarapu, Kishore Kumar Pedapenki
Cyclic Gate Recurrent Neural Networks for Time Series Data with Missing Values
Philip B. Weerakody, Kok Wai Wong, Guanjin Wang
A Lightweight Neural Learning Algorithm for Real-Time Facial Feature Tracking System via Split-Attention and Heterogeneous Convolution
Yuandong Ma, Qing Song, Mengjie Hu, Xiaotong Zhu
Correction: A Lightweight Neural Learning Algorithm for Real-Time Facial Feature Tracking System via Split-Attention and Heterogeneous Convolution
Yuandong Ma, Qing Song, Mengjie Hu, Xiaotong Zhu
Evaluation of Physical Electrical Experiment Operation Process Based on YOLOv5 and ResNeXt Cascade Networks
Wenbin Zeng, Jichang Guo, Luguo Hao, Jianfei Liu, Chen Wang
CEDRNN: A Convolutional Encoder-Decoder Residual Neural Network for Liver Tumour Segmentation
Arivazhagan Selvaraj, Emerson Nithiyaraj
An Efficient Model for Forecasting Renewable Energy Using Ensemble LSTM Based Hybrid Chaotic Atom Search Optimization
Prateek Mundra, Anoop Arya, Suresh K. Gawre
ZEPI-Net: Light Field Super Resolution via Internal Cross-Scale Epipolar Plane Image Zero-Shot Learning
Zhaolin Xiao, Yinhai Liu, Haiyan Jin, Christine Guillemot
Batch Gradient Training Method with Smoothing Group Regularization for Feedfoward Neural Networks
Ying Zhang, Jianing Wei, Dongpo Xu, Huisheng Zhang
Do Kernel and Neural Embeddings Help in Training and Generalization?
Arman Rahbar, Emilio Jorge, Devdatt Dubhashi, Morteza Haghir Chehreghani
Encoder–Decoder Network with Depthwise Atrous Spatial Pyramid Pooling for Automatic Brain Tumor Segmentation
Nagwa M. AboElenein, Songhao Piao, Zhehong Zhang
Dynamic Feedback Tracking Control for Interval Type-2 T-S Fuzzy Nonlinear System Based on Adaptive Event-Triggered Strategy
Yang Jia, Guangtao Ran, Youmin Gong, Lijing Wang, Fengxia Xu
Mixing Approach for Text Data Augmentation Based on an Ensemble of Explainable Artificial Intelligence Methods
Jinyi Yu, Jinhae Choi, Younghoon Lee
An Investigation Through Stochastic Procedures for Solving the Fractional Order Computer Virus Propagation Mathematical Model with Kill Signals
Zulqurnain Sabir, Muhammad Asif Zahoor Raja, Nadia Mumtaz, Irwan Fathurrochman, R. Sadat, Mohamed R. Ali
SFCC: Data Augmentation with Stratified Fourier Coefficients Combination for Time Series Classification
Wenbo Yang, Jidong Yuan, Xiaokang Wang
Transformer-Encoder-GRU (T-E-GRU) for Chinese Sentiment Analysis on Chinese Comment Text
Binlong Zhang, Wei Zhou
Shared Dictionary Learning Via Coupled Adaptations for Cross-Domain Classification
Yuying Cai, Jinfeng Li, Baodi Liu, Weijia Cao, Honglong Chen, Weifeng Liu
A New Constructing Rational Functions Method For Solving Lane−Emden Type Equations
Jilong He, Zhoushun Zheng, Changfa Du
Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss
Qiuyu Zhu, Guohui Zheng, Yingying Yan
A Novel CNN-TLSTM Approach for Dengue Disease Identification and Prevention using IoT-Fog Cloud Architecture
S. N. Manoharan, K. M. V. Madan Kumar, N. Vadivelan
Semantic Multiclass Segmentation and Classification of Kidney Lesions
R. M. R. Shamija Sherryl, T. Jaya
Retraction Note: Urban Landscape Ecological Design and Stereo Vision Based on 3D Mesh Simplification Algorithm and Artificial Intelligence
Xi Fan, Bo Zhou, Harry Haoxiang Wang
Retraction Note: Multimedia Imaging Model of Information System Based on Self-Organizing Capsule Neural Network and Game Theory
Daming Li, Lianbing Deng, Qinglang Su