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Explaining anomalies detected by autoencoders using Shapley Additive Explanations

Expert systems with applications, 2021-12, Vol.186, p.115736, Article 115736

2021

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Ensemble methods for multi-label classification

Expert systems with applications, 2014-11, Vol.41 (16), p.7507-7523

2014

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Automatic Feature Engineering for Learning Compact Decision Trees

Expert systems with applications, 2023-11, Vol.229, p.120470, Article 120470

2023

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Constraint learning based gradient boosting trees

Expert systems with applications, 2019-08, Vol.128, p.287-300

2019

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Novel active learning methods for enhanced PC malware detection in windows OS

Expert systems with applications, 2014-10, Vol.41 (13), p.5843-5857

2014

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SFEM: Structural feature extraction methodology for the detection of malicious office documents using machine learning methods

Expert systems with applications, 2016-11, Vol.63, p.324-343

2016

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Keystroke dynamics obfuscation using key grouping

Expert systems with applications, 2020-04, Vol.143, p.113091, Article 113091

2020

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A deep learning framework for predicting burglaries based on multiple contextual factors

Expert systems with applications, 2022-08, Vol.199, p.117042, Article 117042

2022

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A hybrid approach for improving unsupervised fault detection for robotic systems

Expert systems with applications, 2017-09, Vol.81, p.372-383

2017

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An ensemble method for top-N recommendations from the SVD

Expert systems with applications, 2016-12, Vol.64, p.84-92

2016

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Evolving context-aware recommender systems with users in mind

Expert systems with applications, 2022-03, Vol.189, p.116042, Article 116042

2022

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Comparison of state-of-the-art deep learning APIs for image multi-label classification using semantic metrics

Expert systems with applications, 2020-12, Vol.161, p.113656, Article 113656

2020

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Ensemble methods for multi-label classification

Expert systems with applications, 2014-11, Vol.41 (16), p.7507-7523

2014

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Reducing preference elicitation in group decision making

Expert systems with applications, 2016-11, Vol.61, p.246-261

2016

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Local-shapelets for fast classification of spectrographic measurements

Expert systems with applications, 2015-04, Vol.42 (6), p.3150-3158

2015

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Explaining anomalies detected by autoencoders using Shapley Additive Explanations

Ensemble methods for multi-label classification

Automatic Feature Engineering for Learning Compact Decision Trees

Constraint learning based gradient boosting trees

Novel active learning methods for enhanced PC malware detection in windows OS

SFEM: Structural feature extraction methodology for the detection of malicious office documents using machine learning methods

Keystroke dynamics obfuscation using key grouping

A deep learning framework for predicting burglaries based on multiple contextual factors

A hybrid approach for improving unsupervised fault detection for robotic systems

An ensemble method for top-N recommendations from the SVD

Evolving context-aware recommender systems with users in mind

Comparison of state-of-the-art deep learning APIs for image multi-label classification using semantic metrics

Ensemble methods for multi-label classification

Reducing preference elicitation in group decision making

Local-shapelets for fast classification of spectrographic measurements

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