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A Novel Framework for Fast Feature Selection Based on Multi-Stage Correlation Measures

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (1)

An Attention-Based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (2)

Machine and Deep Learning Applications to Mouse Dynamics for Continuous User Authentication

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (2)

On the Application of Artificial Neural Network for Classification of Incipient Faults in Dissolved Gas Analysis of Power Transformers

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (4)

FeaSel-Net: A Recursive Feature Selection Callback in Neural Networks

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (4)

VLA-SMILES: Variable-Length-Array SMILES Descriptors in Neural Network-Based QSAR Modeling

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (3)

How Do Deep-Learning Framework Versions Affect the Reproducibility of Neural Network Models?

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (4)

Prospective Neural Network Model for Seismic Precursory Signal Detection in Geomagnetic Field Records

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (4)

Missing Data Estimation in Temporal Multilayer Position-Aware Graph Neural Network (TMP-GNN)

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (2)

Data Mining Algorithms for Operating Pressure Forecasting of Crude Oil Distribution Pipelines to Identify Potential Blockages

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (3)

Knowledgebra: An Algebraic Learning Framework for Knowledge Graph

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (2)

VloGraph: A Virtual Knowledge Graph Framework for Distributed Security Log Analysis

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (2)

Benefits from Variational Regularization in Language Models

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (2)

Semantic Image Segmentation Using Scant Pixel Annotations

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (3)

An Explainable Deep Learning Framework for Detecting and Localising Smoke and Fire Incidents: Evaluation of Grad-CAM plus plus and LIME

期刊： MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2022; 4 (4)

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