Browsing by Author "Pliakos, Konstantinos"
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Publication Addressing the Cold-Start Problem in Collaborative Filtering Through Positive-Unlabeled Learning and Multi-Target Prediction
Journal article2022, IEEE ACCESS, 10, p.117189-117198Publication An Ensemble Hypergraph Learning Framework for Recommendation
Proceedings paper2021, 24th International Conference on Discovery Science (DS), OCT 11-13, 2021, p.295-304Publication BELLATREX: Building Explanations Through a LocaLly AccuraTe Rule EXtractor
Journal article2023, IEEE ACCESS, 11, p.41348-41367Publication Comparing the prediction performance of item response theory and machine learning methods on item responses for educational assessments
Journal article2023, BEHAVIOR RESEARCH METHODS, (55) 14, p.2109-2124Publication Deep tree-ensembles for multi-output prediction
Journal article2022, PATTERN RECOGNITION, 121, p.108211Publication Drug-target interaction prediction via an ensemble of weighted nearest neighbors with interaction recovery
Journal article2022, APPLIED INTELLIGENCE, (52) 4, p.3705-3727Publication Explaining a Random Survival Forest by Extracting Prototype Rules
Proceedings paper2021, 21st Joint European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), SEP 13-17, 2021, p.451-458Publication Fair multi-stakeholder news recommender system with hypergraph ranking
Journal article2021, INFORMATION PROCESSING & MANAGEMENT, (58) 5, p.102663Publication Feature induction and network mining with clustering tree ensembles
; Vens, CeliineProceedings paper2017-07, International Workshop on New Frontiers in Mining Complex Patterns - NFMCP 2016, 19/09/2016, p.3-18Publication Integrating machine learning into item response theory for addressing the cold start problem in adaptive learning systems
Journal article2019, Computers & Education, 137, p.91-103Publication Mining features for biomedical data using clustering tree ensembles
Journal article2018, Journal of Biomedical Informatics, 85, p.40-48Publication Multi-stakeholder News Recommendation Using Hypergraph Learning
Proceedings paper2020, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), SEP 14-18, 2020, p.531-535Publication Network representation with clustering tree features
Journal article2018, Journal of Intelligent Information Systems, (51) 2, p.341-365Publication Recommender Systems in the Real Estate Market-A Survey
Journal article review2021, APPLIED SCIENCES-BASEL, (11) 16, p.7502