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Neural Processing Letters (NPL) - October 2021, issue 5 论文列表

本期论文列表
Advanced neural network systems for solving complex real problems

Integrating Machine Learning Techniques in Semantic Fake News Detection

A Convolutional Neural Network Framework for Accurate Skin Cancer Detection

Multimodal Machine Learning for Natural Language Processing: Disambiguating Prepositional Phrase Attachments with Images

Combining Embeddings of Input Data for Text Classification

Knowledge Acquisition and Design Using Semantics and Perception: A Case Study for Autonomous Robots

Opportunistic Activity Recognition in IoT Sensor Ecosystems via Multimodal Transfer Learning

Cross-Domain Polarity Models to Evaluate User eXperience in E-learning

A Neural Network Based System for Efficient Semantic Segmentation of Radar Point Clouds

Online Speech Enhancement by Retraining of LSTM Using SURE Loss and Policy Iteration

The Study of Sailors’ Brain Activity Difference Before and After Sailing Using Activated Functional Connectivity Pattern

Trajectory Association for Person Re-identification

Improving Open Information Extraction with Distant Supervision Learning

An Optimization Technique for Solving a Class of Ridge Fuzzy Regression Problems

Named Entity Recognition by Using XLNet-BiLSTM-CRF

Jacobi Neural Network Method for Solving Linear Differential-Algebraic Equations with Variable Coefficients

Existence, Uniqueness and Stability of Mild Solutions to a Stochastic Nonlocal Delayed Reaction–Diffusion Equation

Interval Neutrosophic Einstein Prioritized Normalized Weighted Geometric Bonferroni Mean Operator and its Application to Multicriteria Decision making

Improve Semi-supervised Learning with Metric Learning Clusters and Auxiliary Fake Samples

Anfis-Based Defect Severity Prediction on a Multi-Stage Gearbox Operating Under Fluctuating Speeds

\(\mathcal {H}_\infty \) Synchronization and Robust \(\mathcal {H}_\infty \) Synchronization of Coupled Neural Networks with Non-identical Nodes

CSCNN: Cost-Sensitive Convolutional Neural Network for Encrypted Traffic Classification

Finite/Fixed-Time Synchronization of Delayed Inertial Memristive Neural Networks with Discontinuous Activations and Disturbances

Convolutional Feature Frequency Adaptive Fusion Object Detection Network

Semi-Supervised Clustering for Financial Risk Analysis

Continuous-Time Varying Complex QR Decomposition via Zeroing Neural Dynamics

A faster and better robustness zeroing neural network for solving dynamic Sylvester equation

Finite Time Synchronization of Delayed Quaternion Valued Neural Networks with Fractional Order

Common Spatial Pattern with L21-Norm

PU Active Learning for Recommender Systems

Progressive Transfer Learning Approach for Identifying the Leaf Type by Optimizing Network Parameters

A Novel Architecture with Separate Comparison and Interaction Modules for Chinese Semantic Sentence Matching

An advanced Hybrid Algorithm for Engineering Design Optimization

Synchronization Control for Chaotic Neural Networks with Mixed Delays Under Input Saturations

Observer-Based Adaptive NN Tracking Control for Nonstrict-Feedback Systems with Input Saturation

Online GBDT with Chunk Dynamic Weighted Majority Learners for Noisy and Drifting Data Streams

Filippov FitzHugh-Nagumo Neuron Model with Membrane Potential Threshold Control Policy

Correction to: Modeling Axonal Plasticity in Artificial Neural Networks

Correction to: Recent Deep Learning Techniques, Challenges and Its Applications for Medical Healthcare System: A Review