Konstantinos Pliakos

Orcid: 0000-0002-1989-357X

According to our database1, Konstantinos Pliakos authored at least 28 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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Links

On csauthors.net:

Bibliography

2023
HypeRS: Building a Hypergraph-driven ensemble Recommender System.
CoRR, 2023

BELLATREX: Building Explanations Through a LocaLly AccuraTe Rule EXtractor.
IEEE Access, 2023

2022
Deep tree-ensembles for multi-output prediction.
Pattern Recognit., 2022

Explaining random forest prediction through diverse rulesets.
CoRR, 2022

Drug-target interaction prediction via an ensemble of weighted nearest neighbors with interaction recovery.
Appl. Intell., 2022

Addressing the Cold-Start Problem in Collaborative Filtering Through Positive-Unlabeled Learning and Multi-Target Prediction.
IEEE Access, 2022

2021
Predicting Drug-Target Interactions With Multi-Label Classification and Label Partitioning.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Fair multi-stakeholder news recommender system with hypergraph ranking.
Inf. Process. Manag., 2021

Explaining a Random Survival Forest by Extracting Prototype Rules.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

An Ensemble Hypergraph Learning Framework for Recommendation.
Proceedings of the Discovery Science - 24th International Conference, 2021

2020
Drug-target interaction prediction with tree-ensemble learning and output space reconstruction.
BMC Bioinform., 2020

Multi-stakeholder News Recommendation Using Hypergraph Learning.
Proceedings of the ECML PKDD 2020 Workshops, 2020

2019
Integrating machine learning into item response theory for addressing the cold start problem in adaptive learning systems.
Comput. Educ., 2019

Network inference with ensembles of bi-clustering trees.
BMC Bioinform., 2019

2018
Global multi-output decision trees for interaction prediction.
Mach. Learn., 2018

Network representation with clustering tree features.
J. Intell. Inf. Syst., 2018

Mining features for biomedical data using clustering tree ensembles.
J. Biomed. Informatics, 2018

2016
Feature Induction and Network Mining with Clustering Tree Ensembles.
Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

Adaptive algorithms for hypergraph learning.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Building an Image Annotation and Tourism Recommender System.
Int. J. Artif. Intell. Tools, 2015

Image tag recommendation based on novel tensor structures and their decompositions.
Proceedings of the 9th International Symposium on Image and Signal Processing and Analysis, 2015

Weight estimation in hypergraph learning.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Simultaneous Image Clustering, Classification and Annotation for Tourism Recommendation.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Social image search exploiting joint visual-textual information within a fuzzy hypergraph framework.
Proceedings of the IEEE 16th International Workshop on Multimedia Signal Processing, 2014

Personalized music tagging using ranking on hypergraphs.
Proceedings of the 6th International Symposium on Communications, 2014

Personalized and geo-referenced image recommendation using unified hypergraph learning and group sparsity optimization.
Proceedings of the 6th International Symposium on Communications, 2014

PLSA driven image annotation, classification, and tourism recommendation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Simultaneous image tagging and geo-location prediction within hypergraph ranking framework.
Proceedings of the IEEE International Conference on Acoustics, 2014


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