< Back to previous page
Researcher
Konstantinos Pliakos
- Disciplines:Data mining, Machine learning and decision making, Artificial intelligence not elsewhere classified, Compound screening
Affiliations
- Department of Management, Strategy and Innovation (main work address Leuven) (Research unit)
Member
From1 Mar 2021 → Today - Faculty of Medicine, Kulak Kortrijk Campus (Faculty)
Member
From15 Oct 2015 → 28 Feb 2021
Projects
1 - 1 of 1
- Mining biomedical networks exploiting structure and background informationFrom15 Oct 2015 → 12 Oct 2019Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 20
- Comparing the prediction performance of item response theory and machine learning methods on item responses for educational assessments(2023)
Authors: Klest Dedja, Konstantinos Pliakos, Frederik Cornillie, Celine Vens, Wim Van Den Noortgate
Pages: 2109 - 2124 - Drug-target interaction prediction via an ensemble of weighted nearest neighbors with interaction recovery(2022)
Authors: Konstantinos Pliakos, Celine Vens
- Explaining a Random Survival Forest by Extracting a few prototype rules(2022)
Authors: Klest Dedja, Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens
Pages: 451 - 458 - Deep tree-ensembles for multi-output prediction(2022)
Authors: Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens
- Recommender Systems in the Real Estate Market—A Survey(2021)
Authors: Alireza Gharahighehi, Konstantinos Pliakos, Celine Vens
- Fair Multi-Stakeholder News Recommender System with Hypergraph ranking(2021)
Authors: Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
- An Ensemble Hypergraph Learning framework for Recommendation(2021)
Authors: Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
Pages: 295 - 304 - Drug-target interaction prediction with tree-ensemble learning and output space reconstruction(2020)
Authors: Konstantinos Pliakos, Celine Vens
- Multi-Stakeholder News Recommendation using Hypergraph Learning(2020)
Authors: Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
Pages: 531 - 535Number of pages: 5 - Predicting drug-target interactions with multi-label classification and label partitioning(2019)
Authors: Konstantinos Pliakos, Celine Vens
Pages: 1 - 11