Texture analysis by a PLS based method for combined feature extraction and selection

Joselene Marques; Erik Dam

doi:10.1007/978-3-642-24319-6_14

Texture analysis by a PLS based method for combined feature extraction and selection

Joselene Marques
, Erik Dam

Department of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Original language	English
Title of host publication	Machine Learning in Medical Imaging : Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings
Editors	Kenji Suzuki, Fei Wang , Dinggang Shen, Pingkun Yan
Number of pages	8
Publisher	Springer
Publication date	2011
Pages	109-116
ISBN (Print)	978-3-642-24318-9
ISBN (Electronic)	978-3-642-24319-6
DOIs	https://doi.org/10.1007/978-3-642-24319-6_14
Publication status	Published - 2011
Event	2nd International Workshop on Machine Learning in Medical Imaging - Toronto, Canada Duration: 18 Sept 2011 → 18 Sept 2011 Conference number: 2

Conference

Conference	2nd International Workshop on Machine Learning in Medical Imaging
Number	2
Country/Territory	Canada
City	Toronto
Period	18/09/2011 → 18/09/2011

Series	Lecture notes in computer science
Volume	7009
ISSN	0302-9743

Keywords

OA, PLS, bone structure, classification, feature extraction, feature selection, machine learning, texture analysis

Access to Document

10.1007/978-3-642-24319-6_14

Library access?

Check availability at the Royal Danish Library

Cite this

Marques, J., & Dam, E. (2011). Texture analysis by a PLS based method for combined feature extraction and selection. In K. Suzuki, F. Wang , D. Shen, & P. Yan (Eds.), Machine Learning in Medical Imaging : Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings (pp. 109-116). Springer. https://doi.org/10.1007/978-3-642-24319-6_14

Texture analysis by a PLS based method for combined feature extraction and selection. / Marques, Joselene; Dam, Erik.
Machine Learning in Medical Imaging : Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings. ed. / Kenji Suzuki; Fei Wang ; Dinggang Shen; Pingkun Yan. Springer, 2011. p. 109-116 (Lecture notes in computer science, Vol. 7009).

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Marques, J & Dam, E 2011, Texture analysis by a PLS based method for combined feature extraction and selection. in K Suzuki, F Wang , D Shen & P Yan (eds), Machine Learning in Medical Imaging : Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings. Springer, Lecture notes in computer science, vol. 7009, pp. 109-116, 2nd International Workshop on Machine Learning in Medical Imaging, Toronto, Canada, 18/09/2011. https://doi.org/10.1007/978-3-642-24319-6_14

Marques J, Dam E. Texture analysis by a PLS based method for combined feature extraction and selection. In Suzuki K, Wang F, Shen D, Yan P, editors, Machine Learning in Medical Imaging : Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings. Springer. 2011. p. 109-116. (Lecture notes in computer science, Vol. 7009). doi: 10.1007/978-3-642-24319-6_14

Marques, Joselene ; Dam, Erik. / Texture analysis by a PLS based method for combined feature extraction and selection. Machine Learning in Medical Imaging : Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings. editor / Kenji Suzuki ; Fei Wang ; Dinggang Shen ; Pingkun Yan. Springer, 2011. pp. 109-116 (Lecture notes in computer science, Vol. 7009).

@inproceedings{bb924946fb854b518ec3af5e89644491,

title = "Texture analysis by a PLS based method for combined feature extraction and selection",

keywords = "OA, PLS, bone structure, classification, feature extraction, feature selection, machine learning, texture analysis",

author = "Joselene Marques and Erik Dam",

year = "2011",

doi = "10.1007/978-3-642-24319-6\_14",

language = "English",

isbn = "978-3-642-24318-9",

series = "Lecture notes in computer science",

publisher = "Springer",

pages = "109--116",

editor = "Suzuki, \{Kenji \} and \{Wang \}, \{Fei \} and Shen, \{Dinggang \} and Yan, \{Pingkun \}",

booktitle = "Machine Learning in Medical Imaging",

address = "Switzerland",

note = "2nd International Workshop on Machine Learning in Medical Imaging, MLMI 2011 ; Conference date: 18-09-2011 Through 18-09-2011",

}

TY - GEN

T1 - Texture analysis by a PLS based method for combined feature extraction and selection

AU - Marques, Joselene

AU - Dam, Erik

N1 - Conference code: 2

PY - 2011

Y1 - 2011

KW - OA, PLS, bone structure, classification, feature extraction, feature selection, machine learning, texture analysis

U2 - 10.1007/978-3-642-24319-6_14

DO - 10.1007/978-3-642-24319-6_14

M3 - Article in proceedings

SN - 978-3-642-24318-9

T3 - Lecture notes in computer science

SP - 109

EP - 116

BT - Machine Learning in Medical Imaging

A2 - Suzuki, Kenji

A2 - Wang , Fei

A2 - Shen, Dinggang

A2 - Yan, Pingkun

PB - Springer

T2 - 2nd International Workshop on Machine Learning in Medical Imaging

Y2 - 18 September 2011 through 18 September 2011

ER -