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The prior probability in the batch classification of imbalanced data streams

Neurocomputing (Amsterdam), 2021-09, Vol.452, p.309-316

Ksieniewicz, Paweł

2021

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On metafeatures’ ability of implicit concept identification

Machine learning, 2024-10, Vol.113 (10), p.7931-7966

2024

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Distance profile layer for binary classification and density estimation

Neurocomputing (Amsterdam), 2024-04, Vol.579, p.127436, Article 127436

2024

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torchosr — A PyTorch extension package for Open Set Recognition models evaluation in Python

Neurocomputing (Amsterdam), 2024-01, Vol.566, p.127047, Article 127047

2024

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problexity—An open-source Python library for supervised learning problem complexity assessment

Neurocomputing (Amsterdam), 2023-02, Vol.521, p.126-136

2023

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How to break big tech’s stranglehold on AI in academia

Nature (London), 2024-04, Vol.628 (8007), p.268-268

2024

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Active Weighted Aging Ensemble for drifted data stream classification

Information sciences, 2023-06, Vol.630, p.286-304

2023

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Statistical Drift Detection Ensemble for batch processing of data streams

Knowledge-based systems, 2022-09, Vol.252, p.109380, Article 109380

2022

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Fusion of linear base classifiers in geometric space

Knowledge-based systems, 2021-09, Vol.227, p.107231, Article 107231

2021

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Glaucoma classification based on scanning laser ophthalmoscopic images using a deep learning ensemble method

PloS one, 2021-06, Vol.16 (6), p.e0252339-e0252339

2021

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Application of Imbalanced Data Classification Quality Metrics as Weighting Methods of the Ensemble Data Stream Classification Algorithms

Entropy (Basel, Switzerland), 2020-07, Vol.22 (8), p.849

2020

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Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study

Applied soft computing, 2021-03, Vol.101, p.107050, Article 107050

2021

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Machine Learning Assisted Optimization of Dynamic Crosstalk-Aware Spectrally-Spatially Flexible Optical Networks

Journal of lightwave technology, 2020-04, Vol.38 (7), p.1625-1635

2020

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Data stream classification using active learned neural networks

Neurocomputing (Amsterdam), 2019-08, Vol.353, p.74-82

2019

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Ensemble of Extreme Learning Machines with trained classifier combination and statistical features for hyperspectral data

Neurocomputing (Amsterdam), 2018-01, Vol.271, p.28-37

2018

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Efficient dynamic routing in Spectrally-Spatially Flexible Optical Networks based on traffic categorization and supervised learning methods

Optical switching and networking, 2022-02, Vol.43, p.100650, Article 100650

2022

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Towards explainable fake news detection and automated content credibility assessment: Polish internet and digital media use-case

Neurocomputing (Amsterdam), 2024-12, Vol.608, p.128450, Article 128450

2024

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Certainty-based Neural Network Architecture Selection Framework for TinyML Systems

IEEE access, 2024-10, Vol.12, p.1-1

2024

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Alphabet Flatting as a variant of n-gram feature extraction method in ensemble classification of fake news

Engineering applications of artificial intelligence, 2023-04, Vol.120, p.105882, Article 105882

2023

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SMOTE Algorithm Variations in Balancing Data Streams

Intelligent Data Engineering and Automated Learning – IDEAL 2019, p.305-312

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Hybrid Regression Model for Link Dimensioning in Spectrally-Spatially Flexible Optical Networks

IEEE access, 2022, Vol.10, p.53810-53821

2022

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Sentiment Analysis for Fake News Detection by Means of Neural Networks

Computational Science – ICCS 2020, 2020, p.653-666

2020

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Classifier Selection for Highly Imbalanced Data Streams with Minority Driven Ensemble

Artificial Intelligence and Soft Computing, p.626-635

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Processing data stream with chunk-similarity model selection

Applied intelligence (Dordrecht, Netherlands), 2023-04, Vol.53 (7), p.7931-7956

Ksieniewicz, Pawel

2023

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Machine Learning Methods for Fake News Classification

Intelligent Data Engineering and Automated Learning – IDEAL 2019, p.332-339

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The prior probability in the batch classification of imbalanced data streams

On metafeatures’ ability of implicit concept identification

Distance profile layer for binary classification and density estimation

torchosr — A PyTorch extension package for Open Set Recognition models evaluation in Python

problexity—An open-source Python library for supervised learning problem complexity assessment

How to break big tech’s stranglehold on AI in academia

Active Weighted Aging Ensemble for drifted data stream classification

Statistical Drift Detection Ensemble for batch processing of data streams

Fusion of linear base classifiers in geometric space

Glaucoma classification based on scanning laser ophthalmoscopic images using a deep learning ensemble method

Application of Imbalanced Data Classification Quality Metrics as Weighting Methods of the Ensemble Data Stream Classification Algorithms

Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study

Machine Learning Assisted Optimization of Dynamic Crosstalk-Aware Spectrally-Spatially Flexible Optical Networks

Data stream classification using active learned neural networks

Ensemble of Extreme Learning Machines with trained classifier combination and statistical features for hyperspectral data

Efficient dynamic routing in Spectrally-Spatially Flexible Optical Networks based on traffic categorization and supervised learning methods

Towards explainable fake news detection and automated content credibility assessment: Polish internet and digital media use-case

Certainty-based Neural Network Architecture Selection Framework for TinyML Systems

Alphabet Flatting as a variant of n-gram feature extraction method in ensemble classification of fake news

SMOTE Algorithm Variations in Balancing Data Streams

Hybrid Regression Model for Link Dimensioning in Spectrally-Spatially Flexible Optical Networks

Sentiment Analysis for Fake News Detection by Means of Neural Networks

Classifier Selection for Highly Imbalanced Data Streams with Minority Driven Ensemble

Processing data stream with chunk-similarity model selection

Machine Learning Methods for Fake News Classification

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