Konstantinos Pliakos

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 25

Top Topics

Tag Recommendation

Cold Start Problem

Adaptive Learning Systems

Top Venues

Publications

Klest Dedja, Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens
BELLATREX: Building Explanations Through a LocaLly AccuraTe Rule EXtractor. IEEE Access 11 (2023)
Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
HypeRS: Building a Hypergraph-driven ensemble Recommender System. CoRR (2023)
Bin Liu, Konstantinos Pliakos, Celine Vens, Grigorios Tsoumakas
Drug-target interaction prediction via an ensemble of weighted nearest neighbors with interaction recovery. Appl. Intell. 52 (4) (2022)
Klest Dedja, Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens
Explaining random forest prediction through diverse rulesets. CoRR (2022)
Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens
Deep tree-ensembles for multi-output prediction. Pattern Recognit. 121 (2022)
Alireza Gharahighehi, Konstantinos Pliakos, Celine Vens
Addressing the Cold-Start Problem in Collaborative Filtering Through Positive-Unlabeled Learning and Multi-Target Prediction. IEEE Access 10 (2022)
Konstantinos Pliakos, Celine Vens, Grigorios Tsoumakas
Predicting Drug-Target Interactions With Multi-Label Classification and Label Partitioning. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (4) (2021)
Klest Dedja, Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens
Explaining a Random Survival Forest by Extracting Prototype Rules. PKDD/ECML Workshops (2) (2021)
Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
Fair multi-stakeholder news recommender system with hypergraph ranking. Inf. Process. Manag. 58 (5) (2021)
Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
An Ensemble Hypergraph Learning Framework for Recommendation. DS (2021)
Konstantinos Pliakos, Celine Vens
Drug-target interaction prediction with tree-ensemble learning and output space reconstruction. BMC Bioinform. 21 (1) (2020)
Felipe Kenji Nakano, Konstantinos Pliakos, Celine Vens
Deep tree-ensembles for multi-output prediction. CoRR (2020)
Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
Multi-stakeholder News Recommendation Using Hypergraph Learning. PKDD/ECML Workshops (2020)
Alireza Gharahighehi, Celine Vens, Konstantinos Pliakos
Fair Multi-Stakeholder News Recommender System with Hypergraph ranking. CoRR (2020)
Bin Liu, Konstantinos Pliakos, Celine Vens, Grigorios Tsoumakas
Drug-Target Interaction Prediction via an Ensemble of Weighted Nearest Neighbors with Interaction Recovery. CoRR (2020)
Konstantinos Pliakos, Celine Vens
Network inference with ensembles of bi-clustering trees. BMC Bioinform. 20 (1) (2019)
Konstantinos Pliakos, Seang-Hwane Joo, Jung Yeon Park, Frederik Cornillie, Celine Vens, Wim van den Noortgate
Integrating machine learning into item response theory for addressing the cold start problem in adaptive learning systems. Comput. Educ. 137 (2019)
Konstantinos Pliakos, Celine Vens
Network representation with clustering tree features. J. Intell. Inf. Syst. 51 (2) (2018)
Konstantinos Pliakos, Pierre Geurts, Celine Vens
Global multi-output decision trees for interaction prediction. Mach. Learn. 107 (8-10) (2018)
Konstantinos Pliakos, Celine Vens
Mining features for biomedical data using clustering tree ensembles. J. Biomed. Informatics 85 (2018)
Aikaterini Chasapi, Constantine Kotropoulos, Konstantinos Pliakos
Adaptive algorithms for hypergraph learning. ICASSP (2016)
Konstantinos Pliakos, Celine Vens
Feature Induction and Network Mining with Clustering Tree Ensembles. NFMCP@PKDD/ECML (2016)
Konstantinos Pliakos, Constantine Kotropoulos
Building an Image Annotation and Tourism Recommender System. Int. J. Artif. Intell. Tools 24 (5) (2015)
Panagiotis Barmpoutis, Constantine Kotropoulos, Konstantinos Pliakos
Image tag recommendation based on novel tensor structures and their decompositions. ISPA (2015)
Konstantinos Pliakos, Constantine Kotropoulos
Weight estimation in hypergraph learning. ICASSP (2015)
Konstantinos Pliakos, Constantine Kotropoulos
Social image search exploiting joint visual-textual information within a fuzzy hypergraph framework. MMSP (2014)
Konstantinos Pliakos, Constantine Kotropoulos
Personalized music tagging using ranking on hypergraphs. ISCCSP (2014)
Konstantinos Pliakos, Constantine Kotropoulos
Simultaneous image tagging and geo-location prediction within hypergraph ranking framework. ICASSP (2014)
Konstantinos Pliakos, Constantine Kotropoulos
Simultaneous Image Clustering, Classification and Annotation for Tourism Recommendation. SETN (2014)
Konstantinos Pliakos, Constantine Kotropoulos
PLSA driven image annotation, classification, and tourism recommendation. ICIP (2014)
Konstantinos Pliakos, Constantine Kotropoulos
Personalized and geo-referenced image recommendation using unified hypergraph learning and group sparsity optimization. ISCCSP (2014)