Ioannis Vlahavas
Ioannis Vlahavas
Professor of Computer Science, Aristotle University of Thessaloniki, Greece
Verified email at csd.auth.gr - Homepage
Title
Cited by
Cited by
Year
Mining multi-label data
G Tsoumakas, I Katakis, I Vlahavas
Data mining and knowledge discovery handbook, 667-685, 2009
14692009
Data Mining: Practical Machine Learning Tools and Techniques.
Y Zhang, D Lv, R Guo, TG Dietterich, ZH Zhou, C Zhang, Y Ma, ...
Journal of Software Engineering 11 (1), 97-136, 1997
885*1997
Random k-Labelsets: An Ensemble Method for Multilabel Classification
G Tsoumakas, I Vlahavas
European conference on machine learning, 406-417, 2007
8262007
Multi-label classification of music into emotions.
K Trohidis, G Tsoumakas, G Kalliris, IP Vlahavas
ISMIR 8, 325-330, 2008
7862008
Mulan: A java library for multi-label learning
G Tsoumakas, E Spyromitros-Xioufis, J Vilcek, I Vlahavas
Journal of Machine Learning Research 12 (Jul), 2411-2414, 2011
6362011
Random k-labelsets for multilabel classification
G Tsoumakas, I Katakis, I Vlahavas
IEEE Transactions on Knowledge and Data Engineering 23 (7), 1079-1089, 2010
6302010
“Cultures in negotiation”: teachers’ acceptance/resistance attitudes considering the infusion of technology into schools
S Demetriadis, A Barbas, A Molohides, G Palaigeorgiou, D Psillos, ...
Computers & Education 41 (1), 19-37, 2003
4082003
Effective and efficient multilabel classification in domains with large number of labels
G Tsoumakas, I Katakis, I Vlahavas
Proc. ECML/PKDD 2008 Workshop on Mining Multidimensional Data (MMD’08) 21, 53-59, 2008
3822008
Multilabel text classification for automated tag suggestion
I Katakis, G Tsoumakas, I Vlahavas
Proceedings of the ECML/PKDD 18, 5, 2008
3212008
Machine learning and data mining methods in diabetes research
I Kavakiotis, O Tsave, A Salifoglou, N Maglaveras, I Vlahavas, ...
Computational and structural biotechnology journal 15, 104-116, 2017
3172017
An empirical study of lazy multilabel classification algorithms
E Spyromitros, G Tsoumakas, I Vlahavas
Hellenic conference on artificial intelligence, 401-406, 2008
2462008
Protein classification with multiple algorithms
S Diplaris, G Tsoumakas, PA Mitkas, I Vlahavas
Panhellenic Conference on Informatics, 448-456, 2005
2422005
Tracking recurring contexts using ensemble classifiers: an application to email filtering
I Katakis, G Tsoumakas, I Vlahavas
Knowledge and Information Systems 22 (3), 371-391, 2010
1932010
On the utility of incremental feature selection for the classification of textual data streams
I Katakis, G Tsoumakas, I Vlahavas
Panhellenic Conference on Informatics, 338-348, 2005
1352005
Correlation-based pruning of stacked binary relevance models for multi-label learning
G Tsoumakas, A Dimou, E Spyromitros, V Mezaris, I Kompatsiaris, ...
Proceedings of the 1st international workshop on learning from multi-label …, 2009
1272009
On the stratification of multi-label data
K Sechidis, G Tsoumakas, I Vlahavas
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
1242011
An integrated approach to automated semantic web service composition through planning
O Hatzi, D Vrakas, M Nikolaidou, N Bassiliades, D Anagnostopoulos, ...
IEEE Transactions on Services Computing 5 (3), 319-332, 2011
1222011
A comprehensive study over VLAD and product quantization in large-scale image retrieval
E Spyromitros-Xioufis, S Papadopoulos, IY Kompatsiaris, G Tsoumakas, ...
IEEE Transactions on Multimedia 16 (6), 1713-1728, 2014
1212014
An ensemble pruning primer
G Tsoumakas, I Partalas, I Vlahavas
Applications of supervised and unsupervised ensemble methods, 1-13, 2009
1192009
A defeasible logic reasoner for the semantic web
N Bassiliades, G Antoniou, I Vlahavas
International Journal on Semantic Web and Information Systems (IJSWIS) 2 (1 …, 2006
1102006
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Articles 1–20