Neural Processing Letters 5/2022

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

Download PDF-version View full text

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

Springer Professional

Table of Contents (50 Articles)

A Non-convex Optimization Model for Signal Recovery

An Improved Mean Imputation Clustering Algorithm for Incomplete Data

Joint Reflectance Field Estimation and Sparse Representation for Face Image Illumination Preprocessing and Recognition

Deep CNN Based Lmser and Strengths of Two Built-In Dualities

A Model-Bias Matrix Factorization Approach for Course Score Prediction

Label-Aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification

Sequence in Hybridization of Statistical and Intelligent Models in Time Series Forecasting

Synchronization Analysis of Multi-Order Fractional Neural Networks Via Continuous and Quantized Controls

Different Control Strategies for Fixed-Time Synchronization of Inertial Memristive Neural Networks

Single Image Based Three-Dimensional Scene Reconstruction Using Semantic and Geometric Priors

Classification and Enumeration of Linearly Separable Boolean Functions Based on Optimal Separation System

NFU-Net: An Automated Framework for the Detection of Neurotrophic Foot Ulcer Using Deep Convolutional Neural Network

Time Series Classification Based on Image Transformation Using Feature Fusion Strategy

Deep Distributional Sequence Embeddings Based on a Wasserstein Loss

CHS-Net: A Deep Learning Approach for Hierarchical Segmentation of COVID-19 via CT Images

A Fine-Grained Entity Typing Method Combined with Features

Contextualized Multidimensional Personality Recognition using Combination of Deep Neural Network and Ensemble Learning

Adaptive Neural Fixed-time Sliding Mode Control of Uncertain Robotic Manipulators with Input Saturation and Prescribed Constraints

Auto-Weighted Graph Regularization and Residual Compensation for Multi-view Subspace Clustering

PReLCaP : Precedence Retrieval from Legal Documents Using Catch Phrases

Analytic Investigation for Synchronous Firing Patterns Propagation in Spiking Neural Networks

Discovery of Interesting Itemsets for Web Service Composition Using Hybrid Genetic Algorithm

MTPose: Human Pose Estimation with High-Resolution Multi-scale Transformers

Conditional Variational Autoencoder Networks for Autonomous Vehicle Path Prediction

Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships

Collaborative Representation Based Discriminant Local Preserving Projection

Deep Temporal Conv-LSTM for Activity Recognition

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

A Centered Convolutional Restricted Boltzmann Machine Optimized by Hybrid Atom Search Arithmetic Optimization Algorithm for Sentimental Analysis

Semantic Image Segmentation with Feature Fusion Based on Laplacian Pyramid

A Novel Transfer Capsule Network Based on Domain-Adversarial Training for Fault Diagnosis

Improved Sparrow Search Algorithm with the Extreme Learning Machine and Its Application for Prediction

Finite-Time Group Consensus for Second-Order Multi-agent Systems with Input Saturation

Res-CapsNet: Residual Capsule Network for Data Classification

An Updatable Classifier Diversity Measure Based on the ER Rule

Preassigned-Time Synchronization of Delayed Fuzzy Cellular Neural Networks with Discontinuous Activations

Neuron Analysis of the Two-Point Singular Boundary Value Problems Arising in the Thermal Explosion’s Theory

A Novel Neural Metric Based on Deep Boltzmann Machine

DMADRL: A Distributed Multi-agent Deep Reinforcement Learning Algorithm for Cognitive Offloading in Dynamic MEC Networks

Triaxial Squeeze Attention Module and Mutual-Exclusion Loss Based Unsupervised Monocular Depth Estimation

P &GGD: A Joint-Way Model Optimization Strategy Based on Filter Pruning and Filter Grafting For Tea Leaves Classification

Weakly Supervised Anomaly Detection Based on Two-Step Cyclic Iterative PU Learning Strategy

Deep Feature Fusion Network for Compressed Video Super-Resolution

On the Weighted Pseudo Almost-Periodic Solutions of Static DMAM Neural Network

An IoT and Machine Learning Based Intelligent System for the Classification of Therapeutic Plants

BARLAT: A Nearly Unsupervised Approach for Aspect Category Detection

Stepanov-Like Almost Periodic Dynamics of Clifford-Valued Stochastic Fuzzy Neural Networks with Time-Varying Delays

Particle Swarm Optimization Algorithm with Multi-strategies for Delay Scheduling

Associative Memory Synthesis Based on Region Attractive Recurrent Neural Networks

Image Generation: A Review

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