Mining Multi-label Data

Grigorios Tsoumakas; Ioannis Katakis; Ioannis Vlahavas

doi:https://doi.org/10.1007/978-0-387-09823-4_34

Mining Multi-label Data

2009 · 1,410 citations · 1 from inside this corpus

Grigorios Tsoumakas, Ioannis Katakis, Ioannis Vlahavas

No abstract in the source record.

13 of 13 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

this paper works it cites works citing it node size = global citations · hover for the full title

Citation edge evidence

Each row is directed from the citing work to the cited work. Source status remains readable without the interactive graph.

A Review on Multi-Label Learning Algorithms→Mining Multi-label DataLegacy edge — source detail unavailable
Mining Multi-label Data→Libsvm : A library for support vector machinesLegacy edge — source detail unavailable
Mining Multi-label Data→Wrappers for feature subset selectionLegacy edge — source detail unavailable
Mining Multi-label Data→Advances in Neural Information Processing Systems 14Legacy edge — source detail unavailable
Mining Multi-label Data→Stacked generalizationLegacy edge — source detail unavailable
Mining Multi-label Data→Multitask LearningLegacy edge — source detail unavailable
Mining Multi-label Data→A Comparative Study on Feature Selection in Text CategorizationLegacy edge — source detail unavailable
Mining Multi-label Data→ML-KNN: A lazy learning approach to multi-label learningLegacy edge — source detail unavailable
Mining Multi-label Data→RCV1: A New Benchmark Collection for Text Categorization ResearchLegacy edge — source detail unavailable
Mining Multi-label Data→Multi-Label ClassificationLegacy edge — source detail unavailable
Mining Multi-label Data→BoosTexter: A Boosting-based System for Text CategorizationLegacy edge — source detail unavailable
Mining Multi-label Data→EditorialLegacy edge — source detail unavailable
Mining Multi-label Data→An Evaluation of Statistical Approaches to Text CategorizationLegacy edge — source detail unavailable
Wrappers for feature subset selection→Stacked generalizationLegacy edge — source detail unavailable
ML-KNN: A lazy learning approach to multi-label learning→BoosTexter: A Boosting-based System for Text CategorizationLegacy edge — source detail unavailable
ML-KNN: A lazy learning approach to multi-label learning→A Comparative Study on Feature Selection in Text CategorizationLegacy edge — source detail unavailable
ML-KNN: A lazy learning approach to multi-label learning→Advances in Neural Information Processing Systems 14Legacy edge — source detail unavailable
BoosTexter: A Boosting-based System for Text Categorization→An Evaluation of Statistical Approaches to Text CategorizationLegacy edge — source detail unavailable
A Review on Multi-Label Learning Algorithms→ML-KNN: A lazy learning approach to multi-label learningLegacy edge — source detail unavailable
A Review on Multi-Label Learning Algorithms→BoosTexter: A Boosting-based System for Text CategorizationLegacy edge — source detail unavailable
A Review on Multi-Label Learning Algorithms→Multi-Label ClassificationLegacy edge — source detail unavailable
A Review on Multi-Label Learning Algorithms→Multitask LearningLegacy edge — source detail unavailable
An Evaluation of Statistical Approaches to Text Categorization→A Comparative Study on Feature Selection in Text CategorizationLegacy edge — source detail unavailable
Multi-Label Classification→BoosTexter: A Boosting-based System for Text CategorizationLegacy edge — source detail unavailable
Multi-Label Classification→RCV1: A New Benchmark Collection for Text Categorization ResearchLegacy edge — source detail unavailable
RCV1: A New Benchmark Collection for Text Categorization Research→An Evaluation of Statistical Approaches to Text CategorizationLegacy edge — source detail unavailable
RCV1: A New Benchmark Collection for Text Categorization Research→A Comparative Study on Feature Selection in Text CategorizationLegacy edge — source detail unavailable

What this paper cites, inside the corpus

Paper	Year	Cited
Libsvm : A library for support vector machines	2008	10,140
Wrappers for feature subset selection	1997	8,991
Advances in Neural Information Processing Systems 14	2002	8,961
Stacked generalization	1992	7,777
Multitask Learning	1997	6,478
A Comparative Study on Feature Selection in Text Categorization	1997	4,770
ML-KNN: A lazy learning approach to multi-label learning	2007	3,587
RCV1: A New Benchmark Collection for Text Categorization Research	2004	2,604
Multi-Label Classification	2007	2,518
BoosTexter: A Boosting-based System for Text Categorization	2000	2,200
Editorial	2004	2,081
An Evaluation of Statistical Approaches to Text Categorization	1999	1,963

What cites it, inside the corpus

Paper	Year	Cited
A Review on Multi-Label Learning Algorithms	2013	3,375

Links

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Topics

Text and Document Classification Technologies	Computer Science
Natural Language Processing Techniques	Computer Science
Spam and Phishing Detection	Computer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

supports3 author record(s) attached.
supports83 reference(s) recorded.
neutralThe DOI carries no year to check against.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:59+00:00.

sha256 59007f057c7dae86…