Building sparse support vector machines for multi-instance classification

Zhouyu Fu; Guojun Lu; Kai Ting; Dengsheng Zhang

Building sparse support vector machines for multi-instance classification

Zhouyu Fu, Guojun Lu, Kai Ting, Dengsheng Zhang

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review

Original language	English
Title of host publication	European Conference on Machine Learning Knowledge Discovery in Databases (ECML PKDD 2011)
Editors	Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, Michalis Vazirgiannis
Place of Publication	Berlin Germany
Publisher	Springer-Verlag London Ltd.
Pages	471 - 486
Number of pages	16
ISBN (Print)	9783642237799
Publication status	Published - 2011
Event	European Conference on Machine Learning European Conference on Principles and Practice of Knowledge Discovery in Databases 2011 - Athens, Greece Duration: 5 Sept 2011 → 9 Sept 2011 https://link.springer.com/book/10.1007/978-3-642-23780-5 (Proceedings)

Conference

Conference	European Conference on Machine Learning European Conference on Principles and Practice of Knowledge Discovery in Databases 2011
Abbreviated title	ECML PKDD 2011
Country/Territory	Greece
City	Athens
Period	5/09/11 → 9/09/11
Internet address	https://link.springer.com/book/10.1007/978-3-642-23780-5 (Proceedings)

3 Citations
1 Article

Learning sparse kernel classifiers for multi-instance classification
Fu, Z., Lu, G., Ting, K. M. & Zhang, D., 2013, In: IEEE Transactions on Neural Networks and Learning Systems. 24, 9, p. 1377 - 1389 13 p.
Research output: Contribution to journal › Article › Research › peer-review

10 Citations (Scopus)

Cite this

@inproceedings{3a58f6af55ba4f16815c4ab440765364,

title = "Building sparse support vector machines for multi-instance classification",

author = "Zhouyu Fu and Guojun Lu and Kai Ting and Dengsheng Zhang",

year = "2011",

language = "English",

isbn = "9783642237799",

pages = "471 -- 486",

editor = "Dimitrios Gunopulos and Thomas Hofmann and Donato Malerba and Michalis Vazirgiannis",

booktitle = "European Conference on Machine Learning Knowledge Discovery in Databases (ECML PKDD 2011)",

publisher = "Springer-Verlag London Ltd.",

address = "Germany",

note = "European Conference on Machine Learning European Conference on Principles and Practice of Knowledge Discovery in Databases 2011, ECML PKDD 2011 ; Conference date: 05-09-2011 Through 09-09-2011",

url = "https://link.springer.com/book/10.1007/978-3-642-23780-5",

}

Fu, Z, Lu, G, Ting, K & Zhang, D 2011, Building sparse support vector machines for multi-instance classification. in D Gunopulos, T Hofmann, D Malerba & M Vazirgiannis (eds), European Conference on Machine Learning Knowledge Discovery in Databases (ECML PKDD 2011). Springer-Verlag London Ltd., Berlin Germany, pp. 471 - 486, European Conference on Machine Learning European Conference on Principles and Practice of Knowledge Discovery in Databases 2011, Athens, Greece, 5/09/11.

Building sparse support vector machines for multi-instance classification. / Fu, Zhouyu; Lu, Guojun; Ting, Kai et al.
European Conference on Machine Learning Knowledge Discovery in Databases (ECML PKDD 2011). ed. / Dimitrios Gunopulos; Thomas Hofmann; Donato Malerba; Michalis Vazirgiannis. Berlin Germany: Springer-Verlag London Ltd., 2011. p. 471 - 486.

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review

TY - GEN

T1 - Building sparse support vector machines for multi-instance classification

AU - Fu, Zhouyu

AU - Lu, Guojun

AU - Ting, Kai

AU - Zhang, Dengsheng

PY - 2011

Y1 - 2011

M3 - Conference Paper

SN - 9783642237799

SP - 471

EP - 486

BT - European Conference on Machine Learning Knowledge Discovery in Databases (ECML PKDD 2011)

A2 - Gunopulos, Dimitrios

A2 - Hofmann, Thomas

A2 - Malerba, Donato

A2 - Vazirgiannis, Michalis

PB - Springer-Verlag London Ltd.

CY - Berlin Germany

T2 - European Conference on Machine Learning European Conference on Principles and Practice of Knowledge Discovery in Databases 2011

Y2 - 5 September 2011 through 9 September 2011

ER -

Building sparse support vector machines for multi-instance classification

Conference

Research output

Learning sparse kernel classifiers for multi-instance classification

Cite this