Predicting Sleep and Lying Time of Calves with a Support Vector Machine Classifier Using Accelerometer Data

Matti Pastell; Petro Tamminen; Ann-Helena Hokkanen; Laura  Hänninen

Predicting Sleep and Lying Time of Calves with a Support Vector Machine Classifier Using Accelerometer Data

Matti Pastell, Petro Tamminen, Ann-Helena Hokkanen, Laura Hänninen

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	Conference Proceedings : The first North American Conference on Precision Dairy Management
Editors	Blair Murray
Place of Publication	Toronto
Publisher	Omnipress Oy
Publication date	2010
Pages	126-127
Publication status	Published - 2010
MoE publication type	A4 Article in conference proceedings
Event	The first North American Conference on Precision Dairy Management - Toronto, Canada Duration: 2 Mar 2010 → 5 Mar 2010

Fields of Science

412 Animal science, dairy science

1 Active
2 Finished

Farm animal sleep
Hänninen, L. (Participant), Pastell, M. (Participant), Hokkanen, A.-H. (Participant), Nielsen, P. P. (Participant), Winckler, C. (Participant), Agenas, S. (Participant), Winckler, C. (Participant), Ternman, E. (Participant) & Strasser, C. (Participant)
01/01/2005 → …
Project: Research project
Vasikoiden nupoutuskipu ja hyvinvointi
Hänninen, L. (Principal Investigator), Hokkanen, A.-H. (Participant), Pastell, M. (Project manager), Hietaoja, J. (Participant) & Valros, A. (Participant)
MMM, HY, Valio
01/06/2009 → 31/03/2016
Project: Research project
Calves´disbudding pain and welfare
Hänninen, L. (Project manager), Pastell, M. (Principal Investigator), Hokkanen, A.-H. (Participant), Valros, A. (Participant), Vainio, O. (Participant) & Wikman, I. (Participant)
01/06/2009 → 31/03/2012
Project: Research project

Cite this

@inproceedings{b83e0dd893fe488b9c6e1d3781937675,

title = "Predicting Sleep and Lying Time of Calves with a Support Vector Machine Classifier Using Accelerometer Data",

keywords = "412 Animal science, dairy science",

author = "Matti Pastell and Petro Tamminen and Ann-Helena Hokkanen and Laura H{\"a}nninen",

year = "2010",

language = "English",

pages = "126--127",

editor = "Blair Murray",

booktitle = "Conference Proceedings",

publisher = "Omnipress Oy",

address = "Finland",

note = "The first North American Conference on Precision Dairy Management ; Conference date: 02-03-2010 Through 05-03-2010",

}

Pastell, M, Tamminen, P, Hokkanen, A-H & Hänninen, L 2010, Predicting Sleep and Lying Time of Calves with a Support Vector Machine Classifier Using Accelerometer Data. in B Murray (ed.), Conference Proceedings: The first North American Conference on Precision Dairy Management. Omnipress Oy, Toronto, pp. 126-127, The first North American Conference on Precision Dairy Management, Toronto, Canada, 02/03/2010.

Predicting Sleep and Lying Time of Calves with a Support Vector Machine Classifier Using Accelerometer Data. / Pastell, Matti; Tamminen, Petro; Hokkanen, Ann-Helena et al.
Conference Proceedings: The first North American Conference on Precision Dairy Management. ed. / Blair Murray. Toronto: Omnipress Oy, 2010. p. 126-127.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

TY - GEN

T1 - Predicting Sleep and Lying Time of Calves with a Support Vector Machine Classifier Using Accelerometer Data

AU - Pastell, Matti

AU - Tamminen, Petro

AU - Hokkanen, Ann-Helena

AU - Hänninen, Laura

PY - 2010

Y1 - 2010

KW - 412 Animal science, dairy science

M3 - Conference contribution

SP - 126

EP - 127

BT - Conference Proceedings

A2 - Murray, Blair

PB - Omnipress Oy

CY - Toronto

T2 - The first North American Conference on Precision Dairy Management

Y2 - 2 March 2010 through 5 March 2010

ER -

Predicting Sleep and Lying Time of Calves with a Support Vector Machine Classifier Using Accelerometer Data

Fields of Science

Projects

Farm animal sleep

Vasikoiden nupoutuskipu ja hyvinvointi

Calves´disbudding pain and welfare

Cite this