Grigorios Tsoumakas 个人学术档案

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	总计	2019 年至今
引用	19048	8963
h 指数	51	36
i10 指数	108	90

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Ioannis VlahavasProfessor of Computer Science, Aristotle University of Thessaloniki, Greece在 csd.auth.gr 的电子邮件经过验证
Ioannis KatakisUniversity of Nicosia在 unic.ac.cy 的电子邮件经过验证
Eleftherios Spyromitros-XioufisSenior Machine Learning Scientist, Expedia Group在 expediagroup.com 的电子邮件经过验证
Nick BassiliadesProfessor, School of Informatics, Aristotle University of Thessaloniki, Greece在 csd.auth.gr 的电子邮件经过验证
Ioannis PartalasMachine Learning Scientist, Expedia Group在 expediagroup.com 的电子邮件经过验证
Ioannis MollasAristotle University of Thessaloniki, School of Informatics在 csd.auth.gr 的电子邮件经过验证
Bin LiuChongqing University of Posts & Telecommunications在 cqupt.edu.cn 的电子邮件经过验证
Eirini PapagiannopoulouVrije Universiteit Brussel在 vub.be 的电子邮件经过验证
Yannis PapanikolaouHealx在 csd.auth.gr 的电子邮件经过验证
Konstantinos TrochidisSiemens Financial Services在 siemens.com 的电子邮件经过验证
George KallirisProfessor of Media Technologies, Aristotle University在 jour.auth.gr 的电子邮件经过验证
Stamatis Karlos, Postdoctoral Researc...School of Informatics, Aristotle University of Thessaloniki在 csd.auth.gr 的电子邮件经过验证
Dimitris VrakasSchool of Informatics, Aristotle University of Thessaloniki在 csd.auth.gr 的电子邮件经过验证
Alexios GidiotisAristotle University of Thessaloniki在 csd.auth.gr 的电子邮件经过验证
Athanasios LagopoulosPhD Student, School of Informatics, Aristotle University of Thessaloniki在 csd.auth.gr 的电子邮件经过验证
Ioannis (Yiannis) KompatsiarisDirector, Information Technologies Institute, CERTH在 iti.gr 的电子邮件经过验证
Anestis FachantidisResearcher - Co-founder, Medoid AI在 csd.auth.gr 的电子邮件经过验证
Dimitris DimitriadisPhD Student, Artistotle University of Thessaloniki在 csd.auth.gr 的电子邮件经过验证
Lefteris (Eleftherios) AngelisProfessor of Statistics and Information Systems, Aristotle University of Thessaloniki在 csd.auth.gr 的电子邮件经过验证
William GrovesUniversity of Minnesota在 cs.umn.edu 的电子邮件经过验证

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Grigorios Tsoumakas

Aristotle University of Thessaloniki

在 csd.auth.gr 的电子邮件经过验证 - 首页

Machine Learning Data Mining Knowledge Discovery Natural Language Processing


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Multi-label classification: An overview G Tsoumakas, I Katakis International Journal of Data Warehousing and Mining (IJDWM) 3 (3), 1-13, 2007	3639	2007
Mining multi-label data G Tsoumakas, I Katakis, I Vlahavas Data mining and knowledge discovery handbook, 667-685, 2010	2105	2010
Random k-Labelsets: An Ensemble Method for Multilabel Classification G Tsoumakas, I Vlahavas European conference on machine learning, 406-417, 2007	1287	2007
Random k-labelsets for multi-label classification G Tsoumakas, I Katakis, I Vlahavas IEEE Transactions on Knowledge and Data Engineering 23 (7), 1079-1089, 2010	1087	2010
Multi-label classification of music into emotions. K Trohidis, G Tsoumakas, G Kalliris, IP Vlahavas ISMIR 8, 325-330, 2008	1062	2008
Mulan: A java library for multi-label learning G Tsoumakas, E Spyromitros-Xioufis, J Vilcek, I Vlahavas The Journal of Machine Learning Research 12, 2411-2414, 2011	954	2011
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	570	2008
On the stratification of multi-label data K Sechidis, G Tsoumakas, I Vlahavas Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011	510	2011
Multilabel text classification for automated tag suggestion I Katakis, G Tsoumakas, I Vlahavas ECML PKDD discovery challenge 75, 2008, 2008	477	2008
Multi-target regression via input space expansion: treating targets as inputs E Spyromitros-Xioufis, G Tsoumakas, W Groves, I Vlahavas Machine Learning 104, 55-98, 2016	441*	2016
An empirical study of lazy multilabel classification algorithms E Spyromitros, G Tsoumakas, I Vlahavas Artificial Intelligence: Theories, Models and Applications: 5th Hellenic …, 2008	370	2008
Protein classification with multiple algorithms S Diplaris, G Tsoumakas, PA Mitkas, I Vlahavas Advances in Informatics: 10th Panhellenic Conference on Informatics, PCI …, 2005	335	2005
Tracking recurring contexts using ensemble classifiers: an application to email filtering I Katakis, G Tsoumakas, I Vlahavas Knowledge and Information Systems 22, 371-391, 2010	280	2010
A review of keyphrase extraction E Papagiannopoulou, G Tsoumakas Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (2 …, 2020	193	2020
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	185	2009
ETHOS: a multi-label hate speech detection dataset I Mollas, Z Chrysopoulou, S Karlos, G Tsoumakas Complex & Intelligent Systems 8 (6), 4663-4678, 2022	172*	2022
An ensemble pruning primer G Tsoumakas, I Partalas, I Vlahavas Applications of supervised and unsupervised ensemble methods, 1-13, 2009	172	2009
The 9th annual MLSP competition: New methods for acoustic classification of multiple simultaneous bird species in a noisy environment F Briggs, Y Huang, R Raich, K Eftaxias, Z Lei, W Cukierski, SF Hadley, ... 2013 IEEE international workshop on machine learning for signal processing …, 2013	166	2013
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	161	2014
Data mining and knowledge discovery handbook G Tsoumakas, I Katakis, I Vlahavas Mining multi-label data, 667-85, 2010	147	2010

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