2026 Grigorios Tsoumakas: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	49	5755	5590	32	32	202	17007

Research.com Recognitions

2017 - ACM Senior Member

Overview

Grigorios Tsoumakas is affiliated with Aristotle University of Thessaloniki in Greece. Their research primarily focuses on the field of Computer Science, with extensive contributions to Artificial Intelligence. Additionally, their work intersects with subfields such as Molecular Biology, Information Systems, Computational Theory and Mathematics, and Materials Chemistry.

The scientist's main research topics cover a range of advanced computational techniques and applications, including:

Topic Modeling
Natural Language Processing Techniques
Text and Document Classification Technologies
Advanced Text Analysis Techniques
Explainable Artificial Intelligence (XAI)
Biomedical Text Mining and Ontologies
Machine Learning and Data Classification

Their publication record includes a mix of journal articles, conference papers, and book chapters. They have been featured in venues such as:

arXiv (Cornell University)
Applied Intelligence
Communications in Computer and Information Science
SSRN Electronic Journal
Data Mining and Knowledge Discovery

Best Publications

Multi-label classification: An overview

Grigorios Tsoumakas;Ioannis Katakis

3540
Citations
Mining Multi-label Data

Grigorios Tsoumakas;Ioannis Katakis;Ioannis P. Vlahavas

2007
Citations
Random k-Labelsets: An Ensemble Method for Multilabel Classification

Grigorios Tsoumakas;Ioannis Vlahavas

1228
Citations
Random k-Labelsets for Multilabel Classification

G. Tsoumakas;I. Katakis;I. Vlahavas

1103
Citations
MULTI-LABEL CLASSIFICATION OF MUSIC INTO EMOTIONS

Konstantinos Trohidis;Grigorios Tsoumakas;George Kalliris;Ioannis P. Vlahavas

992
Citations
MULAN: A Java Library for Multi-Label Learning

Grigorios Tsoumakas;Eleftherios Spyromitros-Xioufis;Jozef Vilcek;Ioannis Vlahavas

817
Citations
On the stratification of multi-label data

Konstantinos Sechidis;Grigorios Tsoumakas;Ioannis Vlahavas

461
Citations
Multilabel Text Classification for Automated Tag Suggestion

I. Katakis;I. Vlahavas;G. Tsoumakas

426
Citations
Multi-target regression via input space expansion: treating targets as inputs

Eleftherios Spyromitros-Xioufis;Grigorios Tsoumakas;William Groves;Ioannis Vlahavas

384
Citations
An Empirical Study of Lazy Multilabel Classification Algorithms

E. Spyromitros;G. Tsoumakas;Ioannis Vlahavas

339
Citations
Protein classification with multiple algorithms

Sotiris Diplaris;Grigorios Tsoumakas;Pericles A. Mitkas;Ioannis Vlahavas

328
Citations
Tracking recurring contexts using ensemble classifiers: an application to email filtering

Ioannis Katakis;Grigorios Tsoumakas;Ioannis Vlahavas

279
Citations
On the utility of incremental feature selection for the classification of textual data streams

Ioannis Katakis;Grigorios Tsoumakas;Ioannis Vlahavas

182
Citations
Correlation-Based Pruning of Stacked Binary Relevance Models for Multi-Label Learning

Grigorios Tsoumakas;Anastasios Dimou;Eleftherios Spyromitros;Vasileios Mezaris

171
Citations
A review of keyphrase extraction

Eirini Papagiannopoulou;Grigorios Tsoumakas

171
Citations
An Ensemble Pruning Primer

Grigorios Tsoumakas;Ioannis Partalas;Ioannis P. Vlahavas

161
Citations
A Comprehensive Study Over VLAD and Product Quantization in Large-Scale Image Retrieval

Eleftherios Spyromitros-Xioufis;Symeon Papadopoulos;Ioannis Yiannis Kompatsiaris;Grigorios Tsoumakas

160
Citations
The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment

Forrest Briggs;Yonghong Huang;Raviv Raich;Konstantinos Eftaxias

140
Citations
Selective fusion of heterogeneous classifiers

Grigorios Tsoumakas;Lefteris Angelis;Ioannis Vlahavas

135
Citations
Clustering based multi-label classification for image annotation and retrieval

Gulisong Nasierding;Grigorios Tsoumakas;Abbas Z. Kouzani

128
Citations
Dealing with class imbalance in classifier chains via random undersampling

Bin Liu;Grigorios Tsoumakas

127
Citations

Frequent Co-Authors

Ioannis Vlahavas Aristotle University of Thessaloniki

Nick Bassiliades Aristotle University of Thessaloniki

Ioannis Kompatsiaris Information Technologies Institute, Greece

Georgios Paliouras National Centre of Scientific Research Demokritos

Lefteris Angelis Aristotle University of Thessaloniki

Abbas Z. Kouzani Deakin University

Kostas Stamatopoulos Centre for Research and Technology Hellas

Symeon Papadopoulos Information Technologies Institute, Greece

Ioannis Tsamardinos University of Crete

Vasileios Mezaris Centre for Research and Technology Hellas

External Links

Personal website of Grigorios Tsoumakas Google Scholar page

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