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Neural Processing Letters (NPL) - June 2022, issue 3 论文列表

本期论文列表
Applied Human Action Recognition Network Based on SNSP Features

Multiview Objects Recognition Using Deep Learning-Based Wrap-CNN with Voting Scheme

Hysteresis Identification Using Extended Preisach Neural Network

Data-driven Discovery of Modified Kortewegde Vries Equation, Kdv–Burger Equation and Huxley Equation by Deep Learning

ORVAE: One-Class Residual Variational Autoencoder for Voice Activity Detection in Noisy Environment

Unsuitability of NOTEARS for Causal Graph Discovery when Dealing with Dimensional Quantities

A Novel Hybrid CNN-LSTM Compensation Model Against DoS Attacks in Power System State Estimation

Extended Dissipative Criteria for Generalized Markovian Jump Neural Networks Including Asynchronous Mode-Dependent Delayed States

Synchronization and Quasi-Synchronization of Delayed Fractional Coupled Memristive Neural Networks

Learning Enriched Global Context Information for Human Pose Estimation

A Sparse Online Approach for Streaming Data Classification via Prototype-Based Kernel Models

Improved Unsupervised Neural Machine Translation with Semantically Weighted Back Translation for Morphologically Rich and Low Resource Languages

Second-Order Step-Size Tuning of SGD for Non-Convex Optimization

CNN-EFF: CNN Based Edge Feature Fusion in Semantic Image Labelling and Parsing

Simple and Robust Locality Preserving Projections Based on Maximum Difference Criterion

Adversarial Attack for Uncertainty Estimation: Identifying Critical Regions in Neural Networks

Solving the Multi-Objective Problem of IoT Service Placement in Fog Computing Using Cuckoo Search Algorithm

Multi-View Gait Recognition Based on Generative Adversarial Network

Multi-view Subspace Clustering via Joint Latent Representations

\(\mu \)-Synchronization of Complex Networks with Unbounded Delay Under Hybrid Impulsive Control

Neighborhood Rough Neural Network Approach for COVID-19 Image Classification

Transformer-Based Interactive Multi-Modal Attention Network for Video Sentiment Detection

Difficulty-Aware Brain Lesion Segmentation from MRI Scans

Stability and Bifurcation Analysis on a Fractional Model of Disease Spreading with Different Time Delays

FSFADet: Arbitrary-Oriented Ship Detection for SAR Images Based on Feature Separation and Feature Alignment

An Image Diagnosis Algorithm for Keratitis Based on Deep Learning

Facial Expression Recognition Based on Depth Fusion and Discriminative Association Learning

An Integration of Archerfish Hunter Spotted Hyena Optimization and Improved ELM Classifier for Multicollinear Big Data Classification Tasks

A Feature Selection Algorithm Based on Equal Interval Division and Conditional Mutual Information

Dental Material Detection based on Faster Regional Convolutional Neural Networks and Shape Features

Existence and Finite-Time Stability of Besicovitch Almost Periodic Solutions of Fractional-Order Quaternion-Valued Neural Networks with Time-Varying Delays

A New Lyapunov Function Method to the Fixed-Time Cluster Synchronization of Directed Community Networks

Wearables and Detection of Falls: A Comparison of Machine Learning Methods and Sensors Positioning

A Novel Chinese Points of Interest Classification Method Based on Weighted Quadratic Surface Support Vector Machine

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

Detection of Fake Job Postings by Utilizing Machine Learning and Natural Language Processing Approaches

Correlated Initialization for Correlated Data

Distributed Analysis Dictionary Learning Using a Diffusion Strategy

Effects of Similarity Score Functions in Attention Mechanisms on the Performance of Neural Question Answering Systems

Fixed-Time Synchronization of Neural Networks with Parameter Uncertainties via Quantized Intermittent Control

A Novel Parallel Hybrid Model Based on Series Hybrid Models of ARIMA and ANN Models

Weakly Supervised Segmentation Loss Based on Graph Cuts and Superpixel Algorithm

Multithreshold Image Segmentation Technique Using Remora Optimization Algorithm for Diabetic Retinopathy Detection from Fundus Images

Classifying Chart Based on Structural Dissimilarities using Improved Regularized Loss Function

TriEP: Expansion-Pool TriHard Loss for Person Re-Identification

LTP: A New Active Learning Strategy for CRF-Based Named Entity Recognition

Multi-scale Learning for Multimodal Neurophysiological Signals: Gait Pattern Classification as an Example

Non-Interlaced Dynamic Time Warping for Distance Between Matrixes

Supervised Shallow Multi-task Learning: Analysis of Methods

Deep Transfer Learning in Mechanical Intelligent Fault Diagnosis: Application and Challenge