Learning tree structure of label dependency for multi-label learning

Bin Fu; Zhihai Wang; Rong Pan; Guandong Xu; Peter Dolog

doi:10.1007/978-3-642-30217-6_14

Learning tree structure of label dependency for multi-label learning

Bin Fu, Zhihai Wang, Rong Pan, Guandong Xu, Peter Dolog

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

6 Citations (Scopus)

Original language	English
Title of host publication	Advances in Knowledge Discovery and Data Mining : 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I
Editors	Pang-Ning Tan, Sanjay Chawla, Chin Kuan Ho, James Bailey
Number of pages	12
Publisher	Springer
Publication date	2012
Pages	159-170
ISBN (Print)	978-3-642-30216-9
ISBN (Electronic)	978-3-642-30217-6
DOIs	https://doi.org/10.1007/978-3-642-30217-6_14
Publication status	Published - 2012
Event	16th Pacific-Asia Conference: PAKDD 2012 - Kuala Lumpur, Malaysia Duration: 29 May 2012 → 1 Jun 2012 Conference number: 16

Conference

Conference	16th Pacific-Asia Conference
Number	16
Country/Territory	Malaysia
City	Kuala Lumpur
Period	29/05/2012 → 01/06/2012

Series	Lecture Notes in Computer Science
Volume	7301
ISSN	0302-9743

Keywords

classification, label dependency, multi-label instance, multi-label learning

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10.1007/978-3-642-30217-6_14

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Fu, B., Wang, Z., Pan, R., Xu, G., & Dolog, P. (2012). Learning tree structure of label dependency for multi-label learning. In P.-N. Tan, S. Chawla, C. Kuan Ho, & J. Bailey (Eds.), Advances in Knowledge Discovery and Data Mining : 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I (pp. 159-170). Springer. https://doi.org/10.1007/978-3-642-30217-6_14

Fu, Bin ; Wang, Zhihai ; Pan, Rong et al. / Learning tree structure of label dependency for multi-label learning. Advances in Knowledge Discovery and Data Mining : 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I. editor / Pang-Ning Tan ; Sanjay Chawla ; Chin Kuan Ho ; James Bailey. Springer, 2012. pp. 159-170 (Lecture Notes in Computer Science, Vol. 7301).

@inproceedings{0e00bcb9780d401facc9b380f7c70c59,

title = "Learning tree structure of label dependency for multi-label learning",

keywords = "classification, label dependency, multi-label instance, multi-label learning",

author = "Bin Fu and Zhihai Wang and Rong Pan and Guandong Xu and Peter Dolog",

year = "2012",

doi = "10.1007/978-3-642-30217-6_14",

language = "English",

isbn = "978-3-642-30216-9",

series = "Lecture Notes in Computer Science",

publisher = "Springer",

pages = "159--170",

editor = "Pang-Ning Tan and Sanjay Chawla and {Kuan Ho}, Chin and James Bailey",

booktitle = "Advances in Knowledge Discovery and Data Mining",

address = "Germany",

note = "16th Pacific-Asia Conference ; Conference date: 29-05-2012 Through 01-06-2012",

}

Fu, B, Wang, Z, Pan, R, Xu, G & Dolog, P 2012, Learning tree structure of label dependency for multi-label learning. in P-N Tan, S Chawla, C Kuan Ho & J Bailey (eds), Advances in Knowledge Discovery and Data Mining : 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I. Springer, Lecture Notes in Computer Science, vol. 7301, pp. 159-170, 16th Pacific-Asia Conference, Kuala Lumpur, Malaysia, 29/05/2012. https://doi.org/10.1007/978-3-642-30217-6_14

Learning tree structure of label dependency for multi-label learning. / Fu, Bin; Wang, Zhihai; Pan, Rong et al.
Advances in Knowledge Discovery and Data Mining : 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I. ed. / Pang-Ning Tan; Sanjay Chawla; Chin Kuan Ho; James Bailey. Springer, 2012. p. 159-170 (Lecture Notes in Computer Science, Vol. 7301).

Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

TY - GEN

T1 - Learning tree structure of label dependency for multi-label learning

AU - Fu, Bin

AU - Wang, Zhihai

AU - Pan, Rong

AU - Xu, Guandong

AU - Dolog, Peter

N1 - Conference code: 16

PY - 2012

Y1 - 2012

KW - classification, label dependency, multi-label instance, multi-label learning

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U2 - 10.1007/978-3-642-30217-6_14

DO - 10.1007/978-3-642-30217-6_14

M3 - Article in proceeding

SN - 978-3-642-30216-9

T3 - Lecture Notes in Computer Science

SP - 159

EP - 170

BT - Advances in Knowledge Discovery and Data Mining

A2 - Tan, Pang-Ning

A2 - Chawla, Sanjay

A2 - Kuan Ho, Chin

A2 - Bailey, James

PB - Springer

T2 - 16th Pacific-Asia Conference

Y2 - 29 May 2012 through 1 June 2012

ER -

Fu B, Wang Z, Pan R, Xu G, Dolog P. Learning tree structure of label dependency for multi-label learning. In Tan PN, Chawla S, Kuan Ho C, Bailey J, editors, Advances in Knowledge Discovery and Data Mining : 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I. Springer. 2012. p. 159-170. (Lecture Notes in Computer Science, Vol. 7301). doi: 10.1007/978-3-642-30217-6_14

Learning tree structure of label dependency for multi-label learning

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Keywords

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MEco: MEco - Medical Ecosystem - Personalized Event-Based Surveillance

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Learning tree structure of label dependency for multi-label learning

Conference

Keywords

Access to Document

AUB Link

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Projects

MEco: MEco - Medical Ecosystem - Personalized Event-Based Surveillance

Cite this