Issue 3/2022
Content (50 Articles)
Applied Human Action Recognition Network Based on SNSP Features
M Shujah Islam, Khush Bakhat, Rashid Khan, Nuzhat Naqvi, M Mattah Islam, Zhongfu Ye
Multiview Objects Recognition Using Deep Learning-Based Wrap-CNN with Voting Scheme
D. Balamurugan, S. S. Aravinth, P. Chandra Shaker Reddy, Ajay Rupani, A. Manikandan
Hysteresis Identification Using Extended Preisach Neural Network
M. Farrokh, F. S. Dizaji, M. S. Dizaji
Data-driven Discovery of Modified Kortewegde Vries Equation, Kdv–Burger Equation and Huxley Equation by Deep Learning
Yuexing Bai, Temuer Chaolu, Sudao Bilige
ORVAE: One-Class Residual Variational Autoencoder for Voice Activity Detection in Noisy Environment
Hasam Khalid, Shahroz Tariq, TaeSoo Kim, Jong Hwan Ko, Simon S. Woo
Unsuitability of NOTEARS for Causal Graph Discovery when Dealing with Dimensional Quantities
Marcus Kaiser, Maksim Sipos
A Novel Hybrid CNN-LSTM Compensation Model Against DoS Attacks in Power System State Estimation
Xiaoxin Xu, Jian Sun, Chunye Wang, Bin Zou
Extended Dissipative Criteria for Generalized Markovian Jump Neural Networks Including Asynchronous Mode-Dependent Delayed States
Ramasamy Saravanakumar, M. Syed Ali
Synchronization and Quasi-Synchronization of Delayed Fractional Coupled Memristive Neural Networks
Fangyuan Ma, Xingbao Gao
Learning Enriched Global Context Information for Human Pose Estimation
Rui Wang, Ruyi Liu, Yanping Li, Xiangyang Wang
A Sparse Online Approach for Streaming Data Classification via Prototype-Based Kernel Models
David N. Coelho, Guilherme A. Barreto
Improved Unsupervised Neural Machine Translation with Semantically Weighted Back Translation for Morphologically Rich and Low Resource Languages
Shweta Chauhan, Shefali Saxena, Philemon Daniel
Second-Order Step-Size Tuning of SGD for Non-Convex Optimization
Camille Castera, Jérôme Bolte, Cédric Févotte, Edouard Pauwels
CNN-EFF: CNN Based Edge Feature Fusion in Semantic Image Labelling and Parsing
Vishal Srivastava, Bhaskar Biswas
Simple and Robust Locality Preserving Projections Based on Maximum Difference Criterion
Ruisheng Ran, Hao Qin, Shougui Zhang, Bin Fang
Adversarial Attack for Uncertainty Estimation: Identifying Critical Regions in Neural Networks
Ismail Alarab, Simant Prakoonwit
Solving the Multi-Objective Problem of IoT Service Placement in Fog Computing Using Cuckoo Search Algorithm
Chang Liu, Jin Wang, Liang Zhou, Amin Rezaeipanah
Multi-View Gait Recognition Based on Generative Adversarial Network
Jiamin Wen, Yongliang Shen, Jun Yang
Multi-view Subspace Clustering via Joint Latent Representations
Wenhua Dong, Xiao-jun Wu, Tianyang Xu
-Synchronization of Complex Networks with Unbounded Delay Under Hybrid Impulsive Control
Xiaohan Hu, Xiwei Liu
Neighborhood Rough Neural Network Approach for COVID-19 Image Classification
S. Nivetha, H. Hannah Inbarani
Transformer-Based Interactive Multi-Modal Attention Network for Video Sentiment Detection
Xuqiang Zhuang, Fangai Liu, Jian Hou, Jianhua Hao, Xiaohong Cai
Stability and Bifurcation Analysis on a Fractional Model of Disease Spreading with Different Time Delays
Yandan Zhang, Yu Wang, Tianshun Wang, Xue Lin, Zunshui Cheng
FSFADet: Arbitrary-Oriented Ship Detection for SAR Images Based on Feature Separation and Feature Alignment
Mingming Zhu, Guoping Hu, Shuai Li, Hao Zhou, Shiqiang Wang
An Image Diagnosis Algorithm for Keratitis Based on Deep Learning
Qingbo Ji, Yue Jiang, Lijun Qu, Qian Yang, Han Zhang
Facial Expression Recognition Based on Depth Fusion and Discriminative Association Learning
Xing Jin, Zhihui Lai, Wenyun Sun, Zhong Jin
An Integration of Archerfish Hunter Spotted Hyena Optimization and Improved ELM Classifier for Multicollinear Big Data Classification Tasks
S. Chidambaram, M. M. Gowthul Alam
A Feature Selection Algorithm Based on Equal Interval Division and Conditional Mutual Information
Xiangyuan Gu, Jichang Guo, Tao Ming, Lijun Xiao, Chongyi Li
Dental Material Detection based on Faster Regional Convolutional Neural Networks and Shape Features
Andaç Imak, Adalet Çelebi, Muammer Türkoğlu, Abdulkadir Şengür
A New Lyapunov Function Method to the Fixed-Time Cluster Synchronization of Directed Community Networks
Feilong Zhou, Xiaobing Nie
Wearables and Detection of Falls: A Comparison of Machine Learning Methods and Sensors Positioning
Arthur B. A. Pinto, Gilda A. de Assis, Luiz C. B. Torres, Thomas Beltrame, Diana M. G. Domingues
Detection of Fake Job Postings by Utilizing Machine Learning and Natural Language Processing Approaches
Aashir Amaar, Wajdi Aljedaani, Furqan Rustam, Saleem Ullah, Vaibhav Rupapara, Stephanie Ludi
Distributed Analysis Dictionary Learning Using a Diffusion Strategy
Jing Dong, Liu Yang, Chang Liu, Xiaoqing Luo, Jian Guan
Effects of Similarity Score Functions in Attention Mechanisms on the Performance of Neural Question Answering Systems
Yuanyuan Shen, Edmund M.-K. Lai, Mahsa Mohaghegh
Fixed-Time Synchronization of Neural Networks with Parameter Uncertainties via Quantized Intermittent Control
Wenqiang Yang, Junjian Huang, Xin Wang
A Novel Parallel Hybrid Model Based on Series Hybrid Models of ARIMA and ANN Models
Zahra Hajirahimi, Mehdi Khashei
Weakly Supervised Segmentation Loss Based on Graph Cuts and Superpixel Algorithm
Mingchun Li, Dali Chen, Shixin Liu
Multithreshold Image Segmentation Technique Using Remora Optimization Algorithm for Diabetic Retinopathy Detection from Fundus Images
V. Desika Vinayaki, R. Kalaiselvi
Classifying Chart Based on Structural Dissimilarities using Improved Regularized Loss Function
Prerna Mishra, Santosh Kumar, Mithilesh Kumar Chaube
TriEP: Expansion-Pool TriHard Loss for Person Re-Identification
Zhi Yu, Wencheng Qin, Lamia Tahsin, Zhiyong Huang
LTP: A New Active Learning Strategy for CRF-Based Named Entity Recognition
Mingyi Liu, Zhiying Tu, Tong Zhang, Tonghua Su, Xiaofei Xu, Zhongjie Wang
Multi-scale Learning for Multimodal Neurophysiological Signals: Gait Pattern Classification as an Example
Feng Duan, Yizhi Lv, Zhe Sun, Junhua Li
Supervised Shallow Multi-task Learning: Analysis of Methods
Stanley Ebhohimhen Abhadiomhen, Royransom Chimela Nzeh, Ernest Domanaanmwi Ganaa, Honour Chika Nwagwu, George Emeka Okereke, Sidheswar Routray
Deep Transfer Learning in Mechanical Intelligent Fault Diagnosis: Application and Challenge
Chenhui Qian, Junjun Zhu, Yehu Shen, Quansheng Jiang, Qingkui Zhang