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GrowBag graphs for keyword ? (Num. hits/coverage)
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Results
Found 47 publication records. Showing 47 according to the selection in the facets
| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Grigorios Tsoumakas, Ioannis Katakis, Ioannis P. Vlahavas |
Random k-Labelsets for Multilabel Classification.  |
IEEE Trans. Knowl. Data Eng.  |
2011 |
DBLP DOI BibTeX RDF |
labelset, classification, Categorization, ensembles, multilabel |
| 1 | Grigorios Tsoumakas, Eleftherios Spyromitros Xioufis, Jozef Vilcek, Ioannis P. Vlahavas |
MULAN: A Java Library for Multi-Label Learning. |
Journal of Machine Learning Research |
2011 |
DBLP BibTeX RDF |
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| 1 | Konstantinos Trohidis, Grigorios Tsoumakas, George Kalliris, Ioannis P. Vlahavas |
Multi-label classification of music by emotion. |
EURASIP J. Audio, Speech and Music Processing |
2011 |
DBLP DOI BibTeX RDF |
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| 1 | Konstantinos Sechidis, Grigorios Tsoumakas, Ioannis P. Vlahavas |
On the Stratification of Multi-label Data. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
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| 1 | Eleftherios Spyromitros Xioufis, Myra Spiliopoulou, Grigorios Tsoumakas, Ioannis P. Vlahavas |
Dealing with Concept Drift and Class Imbalance in Multi-Label Stream Classification. |
IJCAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Anestis Fachantidis, Ioannis Partalas, Grigorios Tsoumakas, Ioannis P. Vlahavas |
Transferring Models in Hybrid Reinforcement Learning Agents. |
EANN/AIAI |
2011 |
DBLP DOI BibTeX RDF |
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| 1 | Eleftherios Spyromitros Xioufis, Grigorios Tsoumakas, Ioannis P. Vlahavas |
Multi-label Learning Approaches for Music Instrument Recognition. |
ISMIS |
2011 |
DBLP DOI BibTeX RDF |
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| 1 | Eleftherios Spyromitros Xioufis, Konstantinos Sechidis, Grigorios Tsoumakas, Ioannis P. Vlahavas |
MLKD's Participation at the CLEF 2011 Photo Annotation and Concept-Based Retrieval Tasks. |
CLEF (Notebook Papers/Labs/Workshop) |
2011 |
DBLP BibTeX RDF |
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| 1 | Ioannis Katakis, Grigorios Tsoumakas, Ioannis P. Vlahavas |
Tracking recurring contexts using ensemble classifiers: an application to email filtering. |
Knowl. Inf. Syst. |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Ioannis Partalas, Grigorios Tsoumakas, Ioannis P. Vlahavas |
An ensemble uncertainty aware measure for directed hill climbing ensemble pruning. |
Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Grigorios Tsoumakas, Ioannis Katakis, Ioannis P. Vlahavas |
Mining Multi-label Data. |
Data Mining and Knowledge Discovery Handbook |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Gulisong Nasierding, Abbas Z. Kouzani, Grigorios Tsoumakas |
A Triple-Random Ensemble Classification Method for Mining Multi-label Data. |
ICDM Workshops |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Marios Ioannou, George Sakkas, Grigorios Tsoumakas, Ioannis P. Vlahavas |
Obtaining Bipartitions from Score Vectors for Multi-Label Classification. |
ICTAI |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Fotini Markatopoulou, Grigorios Tsoumakas, Ioannis P. Vlahavas |
Instance-Based Ensemble Pruning via Multi-Label Classification. |
ICTAI |
2010 |
DBLP DOI BibTeX RDF |
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| 1 | Ioannis Partalas, Grigorios Tsoumakas, Ioannis P. Vlahavas |
Pruning an ensemble of classifiers via reinforcement learning. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
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| 1 | Ioannis Katakis, Grigorios Tsoumakas, Evangelos Banos, Nick Bassiliades, Ioannis P. Vlahavas |
An adaptive personalized news dissemination system. |
J. Intell. Inf. Syst. |
2009 |
DBLP DOI BibTeX RDF |
News filtering, Dynamic feature space, Ontology, Personalization, Text classification, Concept drift |
| 1 | Grigorios Tsoumakas |
Distributed Data Mining. |
Encyclopedia of Data Warehousing and Mining |
2009 |
DBLP BibTeX RDF |
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| 1 | Grigorios Tsoumakas, Ioannis Katakis |
Multi-Label Classification. |
Database Technologies: Concepts, Methodologies, Tools, and Applications |
2009 |
DBLP BibTeX RDF |
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| 1 | Grigorios Tsoumakas, Ioannis P. Vlahavas |
Distributed Data Mining. |
Database Technologies: Concepts, Methodologies, Tools, and Applications |
2009 |
DBLP BibTeX RDF |
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| 1 | Grigorios Tsoumakas, Ioannis Partalas, Ioannis P. Vlahavas |
An Ensemble Pruning Primer. |
Applications of Supervised and Unsupervised Ensemble Methods |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Gulisong Nasierding, Grigorios Tsoumakas, Abbas Z. Kouzani |
Clustering Based Multi-Label Classification for Image Annotation and Retrieval. |
SMC |
2009 |
DBLP DOI BibTeX RDF |
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| 1 | Lazaros S. Iliadis, Ilias Maglogiannis, Grigorios Tsoumakas, Ioannis P. Vlahavas, Max Bramer (eds.) |
Artificial Intelligence Applications and Innovations III, Proceedings of the 5TH IFIP Conference on Artificial Intelligence Applications and Innovations (AIAI'2009), April 23-25, 2009, Thessaloniki, Greece |
AIAI |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ioannis Katakis, Georgios Meditskos, Grigorios Tsoumakas, Nick Bassiliades, Ioannis P. Vlahavas |
On the Combination of Textual and Semantic Descriptions for Automated Semantic Web Service Classification. |
AIAI |
2009 |
DBLP DOI BibTeX RDF |
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| 1 | Ioannis Partalas, Grigorios Tsoumakas, Konstantinos Tzevanidis, Ioannis P. Vlahavas |
Transferring experience in reinforcement learning through task decomposition. |
AAMAS |
2009 |
DBLP DOI BibTeX RDF |
reinforcement learning, transfer learning |
| 1 | Stamatia Bibi, Grigorios Tsoumakas, Ioannis Stamelos, Ioannis P. Vlahavas |
Regression via Classification applied on software defect estimation. |
Expert Syst. Appl. |
2008 |
DBLP DOI BibTeX RDF |
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| 1 | Ioannis Partalas, Grigorios Tsoumakas, Evaggelos V. Hatzikos, Ioannis P. Vlahavas |
Greedy regression ensemble selection: Theory and an application to water quality prediction. |
Inf. Sci. |
2008 |
DBLP DOI BibTeX RDF |
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| 1 | Evaggelos V. Hatzikos, Grigorios Tsoumakas, George Tzanis, Nick Bassiliades, Ioannis P. Vlahavas |
An empirical study on sea water quality prediction. |
Knowl.-Based Syst. |
2008 |
DBLP DOI BibTeX RDF |
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| 1 | Konstantinos Trohidis, Grigorios Tsoumakas, George Kalliris, Ioannis P. Vlahavas |
Multi-Label Classification of Music into Emotions. |
ISMIR |
2008 |
DBLP BibTeX RDF |
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| 1 | Ioannis Katakis, Grigorios Tsoumakas, Ioannis P. Vlahavas |
An Ensemble of Classifiers for coping with Recurring Contexts in Data Streams. |
ECAI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Ioannis Partalas, Grigorios Tsoumakas, Ioannis P. Vlahavas |
Focused Ensemble Selection: A Diversity-Based Method for Greedy Ensemble Selection. |
ECAI |
2008 |
DBLP DOI BibTeX RDF |
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| 1 | Eleftherios Spyromitros Xioufis, Grigorios Tsoumakas, Ioannis P. Vlahavas |
An Empirical Study of Lazy Multilabel Classification Algorithms. |
SETN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Grigorios Tsoumakas, Ioannis P. Vlahavas |
An interoperable and scalable Web-based system for classifier sharing and fusion. |
Expert Syst. Appl. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Grigorios Tsoumakas, Ioannis Katakis |
Multi-Label Classification: An Overview. |
IJDWM |
2007 |
DBLP BibTeX RDF |
|
| 1 | Grigorios Tsoumakas, Ioannis P. Vlahavas |
Random k -Labelsets: An Ensemble Method for Multilabel Classification. |
ECML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Evangelos Banos, Ioannis Katakis, Nick Bassiliades, Grigorios Tsoumakas, Ioannis P. Vlahavas |
PersoNews: A Personalized News Reader Enhanced by Machine Learning and Semantic Filtering. |
OTM Conferences |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Ioannis Partalas, Grigorios Tsoumakas, Ioannis Katakis, Ioannis P. Vlahavas |
Ensemble Pruning Using Reinforcement Learning. |
SETN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Stamatia Bibi, Grigorios Tsoumakas, Ioannis Stamelos, Ioannis P. Vlahavas |
Software Defect Prediction Using Regression via Classification. |
AICCSA |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Dimitris Vrakas, Grigorios Tsoumakas, Nick Bassiliades, Ioannis P. Vlahavas |
HAPRC: an automatically configurable planning system. |
AI Commun. |
2005 |
DBLP BibTeX RDF |
|
| 1 | Grigorios Tsoumakas, Lefteris Angelis, Ioannis P. Vlahavas |
Selective fusion of heterogeneous classifiers. |
Intell. Data Anal. |
2005 |
DBLP BibTeX RDF |
|
| 1 | Ioannis Katakis, Grigorios Tsoumakas, Ioannis P. Vlahavas |
On the Utility of Incremental Feature Selection for the Classification of Textual Data Streams. |
Panhellenic Conference on Informatics |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Sotiris Diplaris, Grigorios Tsoumakas, Pericles A. Mitkas, Ioannis P. Vlahavas |
Protein Classification with Multiple Algorithms. |
Panhellenic Conference on Informatics |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Grigorios Tsoumakas, Lefteris Angelis, Ioannis P. Vlahavas |
Clustering classifiers for knowledge discovery from physically distributed databases. |
Data Knowl. Eng. |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Grigorios Tsoumakas, Dimitris Vrakas, Nick Bassiliades, Ioannis P. Vlahavas |
Lazy Adaptive Multicriteria Planning. |
ECAI |
2004 |
DBLP BibTeX RDF |
|
| 1 | Grigorios Tsoumakas, Ioannis Katakis, Ioannis P. Vlahavas |
Effective Voting of Heterogeneous Classifiers. |
ECML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Grigorios Tsoumakas, Dimitris Vrakas, Nick Bassiliades, Ioannis P. Vlahavas |
Using the k-Nearest Problems for Adaptive Multicriteria Planning. |
SETN |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Dimitris Vrakas, Grigorios Tsoumakas, Nick Bassiliades, Ioannis P. Vlahavas |
Learning Rules for Adaptive Planning. |
ICAPS |
2003 |
DBLP BibTeX RDF |
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| 1 | Grigorios Tsoumakas, Ioannis P. Vlahavas |
Effective Stacking of Distributed Classifiers. |
ECAI |
2002 |
DBLP BibTeX RDF |
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