Konstantinos Pliakos

发表

Integrating machine learning into item response theory for addressing the cold start problem in adaptive learning systems

Konstantinos Pliakos, Seang-Hwane Joo, Jung Yeon Park, 2019, Comput. Educ..

Deep tree-ensembles for multi-output prediction pdf

Konstantinos Pliakos, Celine Vens, Felipe Kenji Nakano, 2020, ArXiv.

Adaptive algorithms for hypergraph learning

Constantine Kotropoulos, Konstantinos Pliakos, Aikaterini Chasapi, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Drug-target interaction prediction with tree-ensemble learning and output space reconstruction

Konstantinos Pliakos, Celine Vens, C. Vens, 2020, BMC Bioinformatics.

Simultaneous image tagging and geo-location prediction within hypergraph ranking framework

Constantine Kotropoulos, Konstantinos Pliakos, Constantine Kotropoulos, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Social image search exploiting joint visual-textual information within a fuzzy hypergraph framework

Constantine Kotropoulos, Konstantinos Pliakos, 2014, 2014 IEEE 16th International Workshop on Multimedia Signal Processing (MMSP).

Mining features for biomedical data using clustering tree ensembles

Konstantinos Pliakos, Celine Vens, 2018, J. Biomed. Informatics.

Weight estimation in hypergraph learning

Constantine Kotropoulos, Konstantinos Pliakos, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Network inference with ensembles of bi-clustering trees

Konstantinos Pliakos, Celine Vens, C. Vens, 2019, BMC Bioinformatics.

Making sense of big data in health research: Towards an EU action plan

Magnus Rattray, Thomas Lengauer, Haralampos Karanikas, 2016, Genome Medicine.

Image tag recommendation based on novel tensor structures and their decompositions

Constantine Kotropoulos, Konstantinos Pliakos, Panagiotis Barmpoutis, 2015, 2015 9th International Symposium on Image and Signal Processing and Analysis (ISPA).

Tree based feature induction for biomedical data

Konstantinos Pliakos, Celine Vens, 2016 .

Personalized and geo-referenced image recommendation using unified hypergraph learning and group sparsity optimization

Constantine Kotropoulos, Konstantinos Pliakos, 2014, 2014 6th International Symposium on Communications, Control and Signal Processing (ISCCSP).

Feature Induction based on Extremely Randomized Tree Paths

Konstantinos Pliakos, Celine Vens, 2016 .

Improving interaction prediction exploiting background information

Konstantinos Pliakos, Celine Vens, 2016 .

Network representation with clustering tree features

Konstantinos Pliakos, Celine Vens, 2018, Journal of Intelligent Information Systems.

Building an Image Annotation and Tourism Recommender System

Constantine Kotropoulos, Konstantinos Pliakos, Constantine Kotropoulos, 2015, Int. J. Artif. Intell. Tools.

Global multi-output decision trees for interaction prediction

Pierre Geurts, Konstantinos Pliakos, Celine Vens, 2018, Machine Learning.

Fair Multi-Stakeholder News Recommender System with Hypergraph ranking pdf

Konstantinos Pliakos, Celine Vens, Alireza Gharahighehi, 2020, Inf. Process. Manag..

REPRESENTATIONAL POWER OF GENE FEATURES FOR FUNCTION PREDICTION

Konstantinos Pliakos, Celine Vens, Dragi Kocev, 2015 .

Personalized music tagging using ranking on hypergraphs

Constantine Kotropoulos, Konstantinos Pliakos, 2014, 2014 6th International Symposium on Communications, Control and Signal Processing (ISCCSP).

PLSA driven image annotation, classification, and tourism recommendation

Constantine Kotropoulos, Konstantinos Pliakos, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Predicting Drug-Target Interactions With Multi-Label Classification and Label Partitioning

Grigorios Tsoumakas, Konstantinos Pliakos, Celine Vens, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Drug-Target Interaction Prediction via an Ensemble of Weighted Nearest Neighbors with Interaction Recovery pdf

Grigorios Tsoumakas, Konstantinos Pliakos, Celine Vens, 2020, ArXiv.

Simultaneous Image Clustering, Classification and Annotation for Tourism Recommendation

Constantine Kotropoulos, Konstantinos Pliakos, 2014, SETN.

Feature Induction and Network Mining with Clustering Tree Ensembles

Konstantinos Pliakos, Celine Vens, 2016, NFMCP@PKDD/ECML.

Drug-Target Interaction Prediction via an Ensemble of Weighted Nearest Neighbors with Interaction Recovery pdf

Grigorios Tsoumakas, Konstantinos Pliakos, Celine Vens, 2021, Applied Intelligence.

Fair Multi-Stakeholder News Recommender System with Hypergraph ranking

Konstantinos Pliakos, Celine Vens, Alireza Gharahighehi, 2021, Inf. Process. Manag..

An Ensemble Hypergraph Learning Framework for Recommendation

Konstantinos Pliakos, Celine Vens, Alireza Gharahighehi, 2021, DS.

Erratum to: Making sense of big data in health research: towards an EU action plan

Magnus Rattray, Thomas Lengauer, Haralampos Karanikas, 2016, Genome Medicine.