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Neural Processing Letters 5/2022
Neural Processing Letters

Issue 5/2022

Special Issue: Robust Representation Learning for Pattern Classification (IScIDE2019) (pp. 3529−3617) / Regular Papers (pp. 3619− 4646)

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Table of Contents (50 Articles)

19-05-2020

A Non-convex Optimization Model for Signal Recovery
Changwei Chen, Xiaofeng Zhou

02-07-2020

An Improved Mean Imputation Clustering Algorithm for Incomplete Data
Hong Shi, Pingxin Wang, Xin Yang, Hualong Yu

31-07-2020

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

15-09-2020

Deep CNN Based Lmser and Strengths of Two Built-In Dualities
Wenjing Huang, Shikui Tu, Lei Xu

18-11-2020

A Model-Bias Matrix Factorization Approach for Course Score Prediction
Shi-Ting Zhong, Ling Huang, Chang-Dong Wang, Jianhuang Lai, Guangqiang Xie, Yang Li

18-03-2021

Label-Aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification
Xin Huang, Boli Chen, Lin Xiao, Jian Yu, Liping Jing

30-06-2020

Sequence in Hybridization of Statistical and Intelligent Models in Time Series Forecasting
Zahra Hajirahimi, Mehdi Khashei

25-02-2022

Synchronization Analysis of Multi-Order Fractional Neural Networks Via Continuous and Quantized Controls
Minglin Xu, Peng Liu, Feifei Yang, Na Liu, Junwei Sun

05-03-2022

Different Control Strategies for Fixed-Time Synchronization of Inertial Memristive Neural Networks
Lingzhong Zhang, Yongqing Yang

03-03-2022

Single Image Based Three-Dimensional Scene Reconstruction Using Semantic and Geometric Priors
Gang-Joon Yoon, Jinjoo Song, Yu-Jin Hong, Sang Min Yoon

07-03-2022

Classification and Enumeration of Linearly Separable Boolean Functions Based on Optimal Separation System
Wei Jin, Fangyue Chen, Qinbin He

15-03-2022

NFU-Net: An Automated Framework for the Detection of Neurotrophic Foot Ulcer Using Deep Convolutional Neural Network
Chandran Venkatesan, M. G. Sumithra, M. Murugappan

15-03-2022

Time Series Classification Based on Image Transformation Using Feature Fusion Strategy
Wentao Jiang, Dabin Zhang, Liwen Ling, Ruibin Lin

Open Access 18-03-2022

Deep Distributional Sequence Embeddings Based on a Wasserstein Loss
Ahmed Abdelwahab, Niels Landwehr

16-03-2022

CHS-Net: A Deep Learning Approach for Hierarchical Segmentation of COVID-19 via CT Images
Narinder Singh Punn, Sonali Agarwal

26-08-2022

A Fine-Grained Entity Typing Method Combined with Features
Zhou Qi, Tao Wan, Cheng Fei

05-04-2022

Contextualized Multidimensional Personality Recognition using Combination of Deep Neural Network and Ensemble Learning
Fatemeh Mohades Deilami, Hossein Sadr, Morteza Tarkhan

23-03-2022

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

28-03-2022

Auto-Weighted Graph Regularization and Residual Compensation for Multi-view Subspace Clustering
Qiaoping Wang, Xiaoyun Chen, Wenjian Chen

30-03-2022

PReLCaP : Precedence Retrieval from Legal Documents Using Catch Phrases
Kayalvizhi Sampath, Thenmozhi Durairaj

28-03-2022

Analytic Investigation for Synchronous Firing Patterns Propagation in Spiking Neural Networks
Ning Hua, Xiangnan He, Jianfeng Feng, Wenlian Lu

22-03-2022

Discovery of Interesting Itemsets for Web Service Composition Using Hybrid Genetic Algorithm
S. Kannimuthu, D. Gowtham Chakravarthy

29-03-2022

MTPose: Human Pose Estimation with High-Resolution Multi-scale Transformers
Rui Wang, Fudi Geng, Xiangyang Wang

02-04-2022

Conditional Variational Autoencoder Networks for Autonomous Vehicle Path Prediction
D. N. Jagadish, Arun Chauhan, Lakshman Mahto

23-03-2022

Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships
Yunlian Lyu, Yimin Shi, Xianggang Zhang

27-04-2022

Collaborative Representation Based Discriminant Local Preserving Projection
Tingting Su, Dazheng Feng, Haoshuang Hu

29-03-2022

Deep Temporal Conv-LSTM for Activity Recognition
Mohd Halim Mohd Noor, Sen Yan Tan, Mohd Nadhir Ab Wahab

05-04-2022

A Novel Quasi-oppositional Chaotic Harris Hawk’s Optimization Algorithm for Optimal Siting and Sizing of Distributed Generation in Radial Distribution System
Korra Balu, V. Mukherjee

01-04-2022

A Centered Convolutional Restricted Boltzmann Machine Optimized by Hybrid Atom Search Arithmetic Optimization Algorithm for Sentimental Analysis
E. Karthik, T. Sethukarasi

26-03-2022

Semantic Image Segmentation with Feature Fusion Based on Laplacian Pyramid
Yongsheng Chen

04-04-2022

A Novel Transfer Capsule Network Based on Domain-Adversarial Training for Fault Diagnosis
Yu Wang, Dejun Ning, Junzhe Lu

23-04-2022

Improved Sparrow Search Algorithm with the Extreme Learning Machine and Its Application for Prediction
Jingjing Li, Yonghong Wu

06-04-2022

Finite-Time Group Consensus for Second-Order Multi-agent Systems with Input Saturation
Pan Yang, An Zhang, Wenhao Bi

05-04-2022

Res-CapsNet: Residual Capsule Network for Data Classification
Xiaofen Jia, Jianqiao Li, Baiting Zhao, Yongcun Guo, Yourui Huang

02-04-2022

An Updatable Classifier Diversity Measure Based on the ER Rule
Cong Xu, Shuai-Wen Tang, Wei He, Hai-Long Zhu

12-04-2022

Preassigned-Time Synchronization of Delayed Fuzzy Cellular Neural Networks with Discontinuous Activations
Hao Pu, Fengjun Li

17-04-2022

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

25-04-2022

A Novel Neural Metric Based on Deep Boltzmann Machine
Chen Yang, Xinsheng Liu

30-04-2022

DMADRL: A Distributed Multi-agent Deep Reinforcement Learning Algorithm for Cognitive Offloading in Dynamic MEC Networks
Meng Yi, Peng Yang, Miao Du, Ruochen Ma

31-05-2022

Triaxial Squeeze Attention Module and Mutual-Exclusion Loss Based Unsupervised Monocular Depth Estimation
Jiansheng Wei, Shuguo Pan, Wang Gao, Tao Zhao

10-06-2022

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

09-06-2022

Weakly Supervised Anomaly Detection Based on Two-Step Cyclic Iterative PU Learning Strategy
Dongyue Chen, Xinyue Tantai, Xingya Chang, Miaoting Tian, Tong Jia

28-04-2022

Deep Feature Fusion Network for Compressed Video Super-Resolution
Yue Wang, Xiaohong Wu, Xiaohai He, Chao Ren, Tingrong Zhang

29-04-2022

On the Weighted Pseudo Almost-Periodic Solutions of Static DMAM Neural Network
Mohammed Salah M’hamdi

26-04-2022

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

23-04-2022

BARLAT: A Nearly Unsupervised Approach for Aspect Category Detection
Avinash Kumar, Pranjal Gupta, Nisarg Kotak, Raghunathan Balan, Lalita Bhanu Murthy Neti, Aruna Malapati

26-04-2022

Stepanov-Like Almost Periodic Dynamics of Clifford-Valued Stochastic Fuzzy Neural Networks with Time-Varying Delays
Yongkun Li, Xiaohui Wang, Bing Li

05-05-2022

Particle Swarm Optimization Algorithm with Multi-strategies for Delay Scheduling
Lirong Zhang, Junjie Xu, Yi Liu, Huimin Zhao, Wu Deng

27-04-2022

Associative Memory Synthesis Based on Region Attractive Recurrent Neural Networks
Gang Bao, Shunqi Gong, Xue Zhou

11-03-2022

Image Generation: A Review
Mohamed Elasri, Omar Elharrouss, Somaya Al-Maadeed, Hamid Tairi

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