Machine Learning Tools for Long-Term Type 2 Diabetes Risk Prediction
Fazakis, Nikos, Kocsis, Otilia, Dritsas, Elias, Alexiou, Sotiris, Fakotakis, Nikos, Moustakas, Konstantinos
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Iterative Robust Semi-Supervised Missing Data Imputation
Fazakis, Nikos, Kostopoulos, Georgios, Kotsiantis, Sotiris, Mporas, Iosif
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
Self-Trained LMT for Semisupervised Learning
Sgarbas, Kyriakos, Kotsiantis, Sotiris, Karlos, Stamatis, Fazakis, Nikos
Published in Computational Intelligence and Neuroscience (01.01.2016)
Published in Computational Intelligence and Neuroscience (01.01.2016)
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Journal Article
A Semisupervised Cascade Classification Algorithm
Sgarbas, Kyriakos, Kotsiantis, Sotiris, Fazakis, Nikos, Karlos, Stamatis
Published in Applied Computational Intelligence and Soft Computing (01.01.2016)
Published in Applied Computational Intelligence and Soft Computing (01.01.2016)
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Journal Article
A multi-scheme semi-supervised regression approach
Fazakis, Nikos, Karlos, Stamatis, Kotsiantis, Sotiris, Sgarbas, Kyriakos
Published in Pattern recognition letters (01.07.2019)
Published in Pattern recognition letters (01.07.2019)
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Journal Article
An active learning ensemble method for regression tasks
Fazakis, Nikos, Kostopoulos, Georgios, Karlos, Stamatis, Kotsiantis, Sotiris, Sgarbas, Kyriakos
Published in Intelligent data analysis (01.01.2020)
Published in Intelligent data analysis (01.01.2020)
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Journal Article
Self-trained Rotation Forest for semi-supervised learning
Fazakis, Nikos, Karlos, Stamatis, Kotsiantis, Sotiris, Sgarbas, Kyriakos
Published in Journal of intelligent & fuzzy systems (2017)
Published in Journal of intelligent & fuzzy systems (2017)
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Journal Article
Locally application of naive Bayes for self-training
Karlos, Stamatis, Fazakis, Nikos, Panagopoulou, Angeliki-Panagiota, Kotsiantis, Sotiris, Sgarbas, Kyriakos
Published in Evolving systems (01.03.2017)
Published in Evolving systems (01.03.2017)
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Journal Article
Speech Recognition Combining MFCCs and Image Features
Karlos, Stamatis, Fazakis, Nikos, Karanikola, Katerina, Kotsiantis, Sotiris, Sgarbas, Kyriakos
Published in Speech and Computer (2016)
Published in Speech and Computer (2016)
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Book Chapter
Optimal Team Pairing of Elder Office Employees with Machine Learning on Synthetic Data
Dritsas, Elias, Fazakis, Nikos, Kocsis, Otilia, Moustakas, Konstantinos, Fakotakis, Nikos
Published in 2021 12th International Conference on Information, Intelligence, Systems & Applications (IISA) (12.07.2021)
Published in 2021 12th International Conference on Information, Intelligence, Systems & Applications (IISA) (12.07.2021)
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Conference Proceeding
Speaker Identification Using Semi-supervised Learning
Fazakis, Nikos, Karlos, Stamatis, Kotsiantis, Sotiris, Sgarbas, Kyriakos
Published in Speech and Computer (2015)
Published in Speech and Computer (2015)
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Book Chapter
Multi-objective Optimization of C4.5 Decision Tree for Predicting Student Academic Performance
Kostopoulos, Georgios, Fazakis, Nikos, Kotsiantis, Sotiris, Sgarbas, Kyriakos
Published in 2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA) (01.07.2019)
Published in 2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA) (01.07.2019)
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Conference Proceeding
Combining Active Learning with Self-train algorithm for classification of multimodal problems
Karlos, Stamatis, Kanas, Vasileios G., Aridas, Christos, Fazakis, Nikos, Kotsiantis, Sotiris
Published in 2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA) (01.07.2019)
Published in 2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA) (01.07.2019)
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Conference Proceeding