Ausgabe 5/2022
Special Issue: Robust Representation Learning for Pattern Classification (IScIDE2019) (pp. 3529−3617) / Regular Papers (pp. 3619− 4646)
Inhalt (50 Artikel)
An Improved Mean Imputation Clustering Algorithm for Incomplete Data
Hong Shi, Pingxin Wang, Xin Yang, Hualong Yu
Joint Reflectance Field Estimation and Sparse Representation for Face Image Illumination Preprocessing and Recognition
Jian Zhang, Weihua Liu, Liling Bo, Heng Zhang, Hongran Li, Shuai Xu
A Model-Bias Matrix Factorization Approach for Course Score Prediction
Shi-Ting Zhong, Ling Huang, Chang-Dong Wang, Jianhuang Lai, Guangqiang Xie, Yang Li
Label-Aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification
Xin Huang, Boli Chen, Lin Xiao, Jian Yu, Liping Jing
Sequence in Hybridization of Statistical and Intelligent Models in Time Series Forecasting
Zahra Hajirahimi, Mehdi Khashei
Synchronization Analysis of Multi-Order Fractional Neural Networks Via Continuous and Quantized Controls
Minglin Xu, Peng Liu, Feifei Yang, Na Liu, Junwei Sun
Different Control Strategies for Fixed-Time Synchronization of Inertial Memristive Neural Networks
Lingzhong Zhang, Yongqing Yang
Single Image Based Three-Dimensional Scene Reconstruction Using Semantic and Geometric Priors
Gang-Joon Yoon, Jinjoo Song, Yu-Jin Hong, Sang Min Yoon
Classification and Enumeration of Linearly Separable Boolean Functions Based on Optimal Separation System
Wei Jin, Fangyue Chen, Qinbin He
NFU-Net: An Automated Framework for the Detection of Neurotrophic Foot Ulcer Using Deep Convolutional Neural Network
Chandran Venkatesan, M. G. Sumithra, M. Murugappan
Time Series Classification Based on Image Transformation Using Feature Fusion Strategy
Wentao Jiang, Dabin Zhang, Liwen Ling, Ruibin Lin
Deep Distributional Sequence Embeddings Based on a Wasserstein Loss
Ahmed Abdelwahab, Niels Landwehr
CHS-Net: A Deep Learning Approach for Hierarchical Segmentation of COVID-19 via CT Images
Narinder Singh Punn, Sonali Agarwal
Contextualized Multidimensional Personality Recognition using Combination of Deep Neural Network and Ensemble Learning
Fatemeh Mohades Deilami, Hossein Sadr, Morteza Tarkhan
Adaptive Neural Fixed-time Sliding Mode Control of Uncertain Robotic Manipulators with Input Saturation and Prescribed Constraints
Yuxiang Wu, Haoran Fang, Tian Xu, Fuxi Wan
Auto-Weighted Graph Regularization and Residual Compensation for Multi-view Subspace Clustering
Qiaoping Wang, Xiaoyun Chen, Wenjian Chen
PReLCaP : Precedence Retrieval from Legal Documents Using Catch Phrases
Kayalvizhi Sampath, Thenmozhi Durairaj
Analytic Investigation for Synchronous Firing Patterns Propagation in Spiking Neural Networks
Ning Hua, Xiangnan He, Jianfeng Feng, Wenlian Lu
Discovery of Interesting Itemsets for Web Service Composition Using Hybrid Genetic Algorithm
S. Kannimuthu, D. Gowtham Chakravarthy
MTPose: Human Pose Estimation with High-Resolution Multi-scale Transformers
Rui Wang, Fudi Geng, Xiangyang Wang
Conditional Variational Autoencoder Networks for Autonomous Vehicle Path Prediction
D. N. Jagadish, Arun Chauhan, Lakshman Mahto
Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships
Yunlian Lyu, Yimin Shi, Xianggang Zhang
Collaborative Representation Based Discriminant Local Preserving Projection
Tingting Su, Dazheng Feng, Haoshuang Hu
Deep Temporal Conv-LSTM for Activity Recognition
Mohd Halim Mohd Noor, Sen Yan Tan, Mohd Nadhir Ab Wahab
A Novel Transfer Capsule Network Based on Domain-Adversarial Training for Fault Diagnosis
Yu Wang, Dejun Ning, Junzhe Lu
Finite-Time Group Consensus for Second-Order Multi-agent Systems with Input Saturation
Pan Yang, An Zhang, Wenhao Bi
Res-CapsNet: Residual Capsule Network for Data Classification
Xiaofen Jia, Jianqiao Li, Baiting Zhao, Yongcun Guo, Yourui Huang
An Updatable Classifier Diversity Measure Based on the ER Rule
Cong Xu, Shuai-Wen Tang, Wei He, Hai-Long Zhu
Neuron Analysis of the Two-Point Singular Boundary Value Problems Arising in the Thermal Explosion’s Theory
Zulqurnain Sabir, Hafiz Abdul Wahab, Mohamed R. Ali, R. Sadat
DMADRL: A Distributed Multi-agent Deep Reinforcement Learning Algorithm for Cognitive Offloading in Dynamic MEC Networks
Meng Yi, Peng Yang, Miao Du, Ruochen Ma
Triaxial Squeeze Attention Module and Mutual-Exclusion Loss Based Unsupervised Monocular Depth Estimation
Jiansheng Wei, Shuguo Pan, Wang Gao, Tao Zhao
P &GGD: A Joint-Way Model Optimization Strategy Based on Filter Pruning and Filter Grafting For Tea Leaves Classification
Zhe Tang, Zhe Li, Jialing Yang, Fang Qi
Weakly Supervised Anomaly Detection Based on Two-Step Cyclic Iterative PU Learning Strategy
Dongyue Chen, Xinyue Tantai, Xingya Chang, Miaoting Tian, Tong Jia
Deep Feature Fusion Network for Compressed Video Super-Resolution
Yue Wang, Xiaohong Wu, Xiaohai He, Chao Ren, Tingrong Zhang
On the Weighted Pseudo Almost-Periodic Solutions of Static DMAM Neural Network
Mohammed Salah M’hamdi
An IoT and Machine Learning Based Intelligent System for the Classification of Therapeutic Plants
Roopashree Shailendra, Anitha Jayapalan, Sathiyamoorthi Velayutham, Arunadevi Baladhandapani, Ashutosh Srivastava, Sachin Kumar Gupta, Manoj Kumar
BARLAT: A Nearly Unsupervised Approach for Aspect Category Detection
Avinash Kumar, Pranjal Gupta, Nisarg Kotak, Raghunathan Balan, Lalita Bhanu Murthy Neti, Aruna Malapati
Stepanov-Like Almost Periodic Dynamics of Clifford-Valued Stochastic Fuzzy Neural Networks with Time-Varying Delays
Yongkun Li, Xiaohui Wang, Bing Li
Particle Swarm Optimization Algorithm with Multi-strategies for Delay Scheduling
Lirong Zhang, Junjie Xu, Yi Liu, Huimin Zhao, Wu Deng
Associative Memory Synthesis Based on Region Attractive Recurrent Neural Networks
Gang Bao, Shunqi Gong, Xue Zhou