Konstantinos Pliakos

31 papers B 2C 2Misc 3Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
BELLATREX: Building Explanations Through a LocaLly AccuraTe Rule EXtractor.
IEEE Access
Klest Dedja, Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens
2023 J jnl
HypeRS: Building a Hypergraph-driven ensemble Recommender System.
CoRR
Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
2022 J jnl
Addressing the Cold-Start Problem in Collaborative Filtering Through Positive-Unlabeled Learning and Multi-Target Prediction.
IEEE Access
Alireza Gharahighehi, Konstantinos Pliakos, Celine Vens
2022 J jnl
Deep tree-ensembles for multi-output prediction.
Pattern Recognit.
Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens
2022 J jnl
Drug-target interaction prediction via an ensemble of weighted nearest neighbors with interaction recovery.
Appl. Intell.
Bin Liu, Konstantinos Pliakos, Celine Vens, Grigorios Tsoumakas
2022 J jnl
Explaining random forest prediction through diverse rulesets.
CoRR
Klest Dedja, Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens
2021 B conf
An Ensemble Hypergraph Learning Framework for Recommendation.
DS
Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
2021 — conf
Explaining a Random Survival Forest by Extracting Prototype Rules.
PKDD/ECML Workshops (2)
Klest Dedja, Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens
2021 J jnl
Fair multi-stakeholder news recommender system with hypergraph ranking.
Inf. Process. Manag.
Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
2021 J jnl
Predicting Drug-Target Interactions With Multi-Label Classification and Label Partitioning.
IEEE ACM Trans. Comput. Biol. Bioinform.
Konstantinos Pliakos, Celine Vens, Grigorios Tsoumakas
2020 J jnl
Deep tree-ensembles for multi-output prediction.
CoRR
Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens
2020 J jnl
Drug-Target Interaction Prediction via an Ensemble of Weighted Nearest Neighbors with Interaction Recovery.
CoRR
Bin Liu, Konstantinos Pliakos, Celine Vens, Grigorios Tsoumakas
2020 J jnl
Drug-target interaction prediction with tree-ensemble learning and output space reconstruction.
BMC Bioinform.
Konstantinos Pliakos, Celine Vens
2020 J jnl
Fair Multi-Stakeholder News Recommender System with Hypergraph ranking.
CoRR
Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
2020 — conf
Multi-stakeholder News Recommendation Using Hypergraph Learning.
PKDD/ECML Workshops
Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
2019 J jnl
Integrating machine learning into item response theory for addressing the cold start problem in adaptive learning systems.
Comput. Educ.
Konstantinos Pliakos, Seang-Hwane Joo, Jung Yeon Park, Frederik Cornillie, Celine Vens, Wim Van Den Noortgate
2019 J jnl
Network inference with ensembles of bi-clustering trees.
BMC Bioinform.
Konstantinos Pliakos, Celine Vens
2018 J jnl
Global multi-output decision trees for interaction prediction.
Mach. Learn.
Konstantinos Pliakos, Pierre Geurts, Celine Vens
2018 J jnl
Mining features for biomedical data using clustering tree ensembles.
J. Biomed. Informatics
Konstantinos Pliakos, Celine Vens
2018 J jnl
Network representation with clustering tree features.
J. Intell. Inf. Syst.
Konstantinos Pliakos, Celine Vens
2016 Misc conf
Adaptive algorithms for hypergraph learning.
ICASSP
Aikaterini Chasapi, Constantine Kotropoulos, Konstantinos Pliakos
2016 — conf
Feature Induction and Network Mining with Clustering Tree Ensembles.
NFMCP@PKDD/ECML
Konstantinos Pliakos, Celine Vens
2015 J jnl
Building an Image Annotation and Tourism Recommender System.
Int. J. Artif. Intell. Tools
Konstantinos Pliakos, Constantine Kotropoulos
2015 C conf
Image tag recommendation based on novel tensor structures and their decompositions.
ISPA
Panagiotis Barmpoutis, Constantine Kotropoulos, Konstantinos Pliakos
2015 Misc conf
Weight estimation in hypergraph learning.
ICASSP
Konstantinos Pliakos, Constantine Kotropoulos
2014 B conf
PLSA driven image annotation, classification, and tourism recommendation.
ICIP
Konstantinos Pliakos, Constantine Kotropoulos
2014 — conf
Personalized and geo-referenced image recommendation using unified hypergraph learning and group sparsity optimization.
ISCCSP
Konstantinos Pliakos, Constantine Kotropoulos
2014 — conf
Personalized music tagging using ranking on hypergraphs.
ISCCSP
Konstantinos Pliakos, Constantine Kotropoulos
2014 — conf
Simultaneous Image Clustering, Classification and Annotation for Tourism Recommendation.
SETN
Konstantinos Pliakos, Constantine Kotropoulos
2014 Misc conf
Simultaneous image tagging and geo-location prediction within hypergraph ranking framework.
ICASSP
Konstantinos Pliakos, Constantine Kotropoulos
2014 C conf
Social image search exploiting joint visual-textual information within a fuzzy hypergraph framework.
MMSP
Konstantinos Pliakos, Constantine Kotropoulos