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Neural Processing Letters 3/2022
Neural Processing Letters

Ausgabe 3/2022

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Inhaltsverzeichnis (50 Artikel)

09.04.2022

Applied Human Action Recognition Network Based on SNSP Features
M Shujah Islam, Khush Bakhat, Rashid Khan, Nuzhat Naqvi, M Mattah Islam, Zhongfu Ye

21.04.2022

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

15.01.2022

Hysteresis Identification Using Extended Preisach Neural Network
M. Farrokh, F. S. Dizaji, M. S. Dizaji

13.01.2022

Data-driven Discovery of Modified Kortewegde Vries Equation, Kdv–Burger Equation and Huxley Equation by Deep Learning
Yuexing Bai, Temuer Chaolu, Sudao Bilige

03.01.2022

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

18.01.2022

Unsuitability of NOTEARS for Causal Graph Discovery when Dealing with Dimensional Quantities
Marcus Kaiser, Maksim Sipos

17.01.2022

A Novel Hybrid CNN-LSTM Compensation Model Against DoS Attacks in Power System State Estimation
Xiaoxin Xu, Jian Sun, Chunye Wang, Bin Zou

17.01.2022

Extended Dissipative Criteria for Generalized Markovian Jump Neural Networks Including Asynchronous Mode-Dependent Delayed States
Ramasamy Saravanakumar, M. Syed Ali

22.01.2022

Synchronization and Quasi-Synchronization of Delayed Fractional Coupled Memristive Neural Networks
Fangyuan Ma, Xingbao Gao

27.01.2022

Learning Enriched Global Context Information for Human Pose Estimation
Rui Wang, Ruyi Liu, Yanping Li, Xiangyang Wang

16.01.2022

A Sparse Online Approach for Streaming Data Classification via Prototype-Based Kernel Models
David N. Coelho, Guilherme A. Barreto

10.01.2022

Improved Unsupervised Neural Machine Translation with Semantically Weighted Back Translation for Morphologically Rich and Low Resource Languages
Shweta Chauhan, Shefali Saxena, Philemon Daniel

26.01.2022

Second-Order Step-Size Tuning of SGD for Non-Convex Optimization
Camille Castera, Jérôme Bolte, Cédric Févotte, Edouard Pauwels

18.01.2022

CNN-EFF: CNN Based Edge Feature Fusion in Semantic Image Labelling and Parsing
Vishal Srivastava, Bhaskar Biswas

30.01.2022

Simple and Robust Locality Preserving Projections Based on Maximum Difference Criterion
Ruisheng Ran, Hao Qin, Shougui Zhang, Bin Fang

Open Access 16.12.2021

Adversarial Attack for Uncertainty Estimation: Identifying Critical Regions in Neural Networks
Ismail Alarab, Simant Prakoonwit

22.01.2022

Solving the Multi-Objective Problem of IoT Service Placement in Fog Computing Using Cuckoo Search Algorithm
Chang Liu, Jin Wang, Liang Zhou, Amin Rezaeipanah

28.01.2022

Multi-View Gait Recognition Based on Generative Adversarial Network
Jiamin Wen, Yongliang Shen, Jun Yang

28.01.2022

Multi-view Subspace Clustering via Joint Latent Representations
Wenhua Dong, Xiao-jun Wu, Tianyang Xu

22.01.2022

-Synchronization of Complex Networks with Unbounded Delay Under Hybrid Impulsive Control
Xiaohan Hu, Xiwei Liu

21.01.2022

Neighborhood Rough Neural Network Approach for COVID-19 Image Classification
S. Nivetha, H. Hannah Inbarani

04.01.2022

Transformer-Based Interactive Multi-Modal Attention Network for Video Sentiment Detection
Xuqiang Zhuang, Fangai Liu, Jian Hou, Jianhua Hao, Xiaohong Cai

21.01.2022

Difficulty-Aware Brain Lesion Segmentation from MRI Scans
Jianxiong Wu, Xiaoyu Liu, Yinghao Liao

31.01.2022

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

11.02.2022

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

10.04.2022

An Image Diagnosis Algorithm for Keratitis Based on Deep Learning
Qingbo Ji, Yue Jiang, Lijun Qu, Qian Yang, Han Zhang

29.01.2022

Facial Expression Recognition Based on Depth Fusion and Discriminative Association Learning
Xing Jin, Zhihui Lai, Wenyun Sun, Zhong Jin

03.02.2022

An Integration of Archerfish Hunter Spotted Hyena Optimization and Improved ELM Classifier for Multicollinear Big Data Classification Tasks
S. Chidambaram, M. M. Gowthul Alam

04.01.2022

A Feature Selection Algorithm Based on Equal Interval Division and Conditional Mutual Information
Xiangyuan Gu, Jichang Guo, Tao Ming, Lijun Xiao, Chongyi Li

07.01.2022

Dental Material Detection based on Faster Regional Convolutional Neural Networks and Shape Features
Andaç Imak, Adalet Çelebi, Muammer Türkoğlu, Abdulkadir Şengür

31.01.2022

Existence and Finite-Time Stability of Besicovitch Almost Periodic Solutions of Fractional-Order Quaternion-Valued Neural Networks with Time-Varying Delays
Yongkun Li, Caifeng Ruan, Bing Li

04.01.2022

A New Lyapunov Function Method to the Fixed-Time Cluster Synchronization of Directed Community Networks
Feilong Zhou, Xiaobing Nie

06.01.2022

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

10.01.2022

A Novel Chinese Points of Interest Classification Method Based on Weighted Quadratic Surface Support Vector Machine
An Luo, Xin Yan, Jian Luo

23.04.2022

A Robust Zeroing Neural Network Model Activated by the Special Nonlinear Function for Solving Time-Variant Linear System in Predefined-Time
Jiawei Luo, Hui Yang

04.01.2022

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

04.01.2022

Correlated Initialization for Correlated Data
Johannes Schneider

04.01.2022

Distributed Analysis Dictionary Learning Using a Diffusion Strategy
Jing Dong, Liu Yang, Chang Liu, Xiaoqing Luo, Jian Guan

Open Access 13.02.2022

Effects of Similarity Score Functions in Attention Mechanisms on the Performance of Neural Question Answering Systems
Yuanyuan Shen, Edmund M.-K. Lai, Mahsa Mohaghegh

06.01.2022

Fixed-Time Synchronization of Neural Networks with Parameter Uncertainties via Quantized Intermittent Control
Wenqiang Yang, Junjian Huang, Xin Wang

07.01.2022

A Novel Parallel Hybrid Model Based on Series Hybrid Models of ARIMA and ANN Models
Zahra Hajirahimi, Mehdi Khashei

06.01.2022

Weakly Supervised Segmentation Loss Based on Graph Cuts and Superpixel Algorithm
Mingchun Li, Dali Chen, Shixin Liu

24.01.2022

Multithreshold Image Segmentation Technique Using Remora Optimization Algorithm for Diabetic Retinopathy Detection from Fundus Images
V. Desika Vinayaki, R. Kalaiselvi

02.02.2022

Classifying Chart Based on Structural Dissimilarities using Improved Regularized Loss Function
Prerna Mishra, Santosh Kumar, Mithilesh Kumar Chaube

15.01.2022

TriEP: Expansion-Pool TriHard Loss for Person Re-Identification
Zhi Yu, Wencheng Qin, Lamia Tahsin, Zhiyong Huang

12.01.2022

LTP: A New Active Learning Strategy for CRF-Based Named Entity Recognition
Mingyi Liu, Zhiying Tu, Tong Zhang, Tonghua Su, Xiaofei Xu, Zhongjie Wang

06.05.2022

Multi-scale Learning for Multimodal Neurophysiological Signals: Gait Pattern Classification as an Example
Feng Duan, Yizhi Lv, Zhe Sun, Junhua Li

21.01.2022

Non-Interlaced Dynamic Time Warping for Distance Between Matrixes
Junjie Li, Cuifang Gao, Ping Yin

29.01.2022

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

06.01.2022

Deep Transfer Learning in Mechanical Intelligent Fault Diagnosis: Application and Challenge
Chenhui Qian, Junjun Zhu, Yehu Shen, Quansheng Jiang, Qingkui Zhang