دنبال کردن
Grigorios Tsoumakas
عنوان
نقل شده توسط
نقل شده توسط
سال
Multi-label classification: An overview‏
G Tsoumakas, I Katakis‏
Data Warehousing and Mining: Concepts, Methodologies, Tools, and …, 2008‏
38342008
Mining multi-label data‏
G Tsoumakas, I Katakis, I Vlahavas‏
Data mining and knowledge discovery handbook, 667-685, 2010‏
21542010
Random k-Labelsets: An Ensemble Method for Multilabel Classification‏
G Tsoumakas, I Vlahavas‏
European conference on machine learning, 406-417, 2007‏
13592007
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
11372010
Multi-label classification of music into emotions.‏
K Trohidis, G Tsoumakas, G Kalliris, IP Vlahavas‏
ISMIR 8, 325-330, 2008‏
10872008
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
10052011
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
5902008
On the stratification of multi-label data‏
K Sechidis, G Tsoumakas, I Vlahavas‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011‏
5852011
Multilabel text classification for automated tag suggestion‏
I Katakis, G Tsoumakas, I Vlahavas‏
ECML PKDD discovery challenge 75, 2008, 2008‏
4982008
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
483*2016
An empirical study of lazy multilabel classification algorithms‏
E Spyromitros, G Tsoumakas, I Vlahavas‏
Artificial Intelligence: Theories, Models and Applications: 5th Hellenic …, 2008‏
3802008
Protein classification with multiple algorithms‏
S Diplaris, G Tsoumakas, PA Mitkas, I Vlahavas‏
Advances in Informatics: 10th Panhellenic Conference on Informatics, PCI …, 2005‏
3462005
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
2832010
A review of keyphrase extraction‏
E Papagiannopoulou, G Tsoumakas‏
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (2 …, 2020‏
2252020
ETHOS: a multi-label hate speech detection dataset‏
I Mollas, Z Chrysopoulou, S Karlos, G Tsoumakas‏
Complex & Intelligent Systems 8 (6), 4663-4678, 2022‏
2132022
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
1872009
An ensemble pruning primer‏
G Tsoumakas, I Partalas, I Vlahavas‏
Applications of supervised and unsupervised ensemble methods, 1-13, 2009‏
1862009
A divide-and-conquer approach to the summarization of long documents‏
A Gidiotis, G Tsoumakas‏
IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 3029-3040, 2020‏
173*2020
A survey of machine learning techniques for food sales prediction‏
G Tsoumakas‏
Artificial Intelligence Review 52 (1), 441-447, 2019‏
1732019
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
1652013
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مقاله‌ها 1–20