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Volumn 62, Issue 2, 2008, Pages 169-181

Using sensor data patterns from an automatic milking system to develop predictive variables for classifying clinical mastitis and abnormal milk

Author keywords

Abnormal milk; Colour sensors; EC; Mastitis; Predictive features; Robotic milking

Indexed keywords

CORRELATION METHODS; ELECTRIC CONDUCTIVITY; MATHEMATICAL MODELS; MILKING MACHINES; SENSITIVITY ANALYSIS;

EID: 40849086139     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2007.12.009     Document Type: Article
Times cited : (50)

References (23)
  • 1
    • 0000300118 scopus 로고    scopus 로고
    • Results of a multivariate approach to automated oestrus and mastitis detection
    • de Mol R.M., Kroeze G.H., Achten J.M.F.H., Maatje K., and Rossing W. Results of a multivariate approach to automated oestrus and mastitis detection. Livest. Prod. Sci. 48 3 (1997) 219-227
    • (1997) Livest. Prod. Sci. , vol.48 , Issue.3 , pp. 219-227
    • de Mol, R.M.1    Kroeze, G.H.2    Achten, J.M.F.H.3    Maatje, K.4    Rossing, W.5
  • 3
    • 40849116842 scopus 로고    scopus 로고
    • Helgren, J.M., Reinemann, D.J., 2003. Survey of milk quality on United States dairy farms utilizing automatic milking systems. In: Proceedings of the ASAE 2003 Annual International Meeting, ASAE, St. Joseph, MI, pp. ASAE Paper 03-3016.
    • Helgren, J.M., Reinemann, D.J., 2003. Survey of milk quality on United States dairy farms utilizing automatic milking systems. In: Proceedings of the ASAE 2003 Annual International Meeting, ASAE, St. Joseph, MI, pp. ASAE Paper 03-3016.
  • 5
    • 0028411196 scopus 로고
    • Evaluation of A prototype online electrical-conductivity system for detection of subclinical mastitis
    • Lansbergen L.M.T.E., Nielen M., Lam T.J.G.M., Pengov A., Schukken Y.H., and Maatje K. Evaluation of A prototype online electrical-conductivity system for detection of subclinical mastitis. J. Dairy Sci. 77 4 (1994) 1132-1140
    • (1994) J. Dairy Sci. , vol.77 , Issue.4 , pp. 1132-1140
    • Lansbergen, L.M.T.E.1    Nielen, M.2    Lam, T.J.G.M.3    Pengov, A.4    Schukken, Y.H.5    Maatje, K.6
  • 6
    • 38249014913 scopus 로고
    • The efficacy of in-line measurement of quarter milk electrical-conductivity, milk-yield and milk temperature for the detection of clinical and subclinical mastitis
    • Maatje K., Huijsmans P.J.M., Rossing W., and Hogewerf P.H. The efficacy of in-line measurement of quarter milk electrical-conductivity, milk-yield and milk temperature for the detection of clinical and subclinical mastitis. Livest. Prod. Sci. 30 3 (1992) 239-249
    • (1992) Livest. Prod. Sci. , vol.30 , Issue.3 , pp. 239-249
    • Maatje, K.1    Huijsmans, P.J.M.2    Rossing, W.3    Hogewerf, P.H.4
  • 7
    • 0029689932 scopus 로고    scopus 로고
    • Detection of clinical mastitis by changes in electrical conductivity of foremilk before visible changes in milk
    • Milner P., Page K.L., Walton A.W., and Hillerton J.E. Detection of clinical mastitis by changes in electrical conductivity of foremilk before visible changes in milk. J. Dairy Sci. 79 1 (1996) 83-86
    • (1996) J. Dairy Sci. , vol.79 , Issue.1 , pp. 83-86
    • Milner, P.1    Page, K.L.2    Walton, A.W.3    Hillerton, J.E.4
  • 8
    • 0026812047 scopus 로고
    • Electrical-conductivity of milk-measurement, modifiers, and meta analysis of mastitis detection performance
    • Nielen M., Deluyker H., Schukken Y.H., and Brand A. Electrical-conductivity of milk-measurement, modifiers, and meta analysis of mastitis detection performance. J. Dairy Sci. 75 2 (1992) 606-614
    • (1992) J. Dairy Sci. , vol.75 , Issue.2 , pp. 606-614
    • Nielen, M.1    Deluyker, H.2    Schukken, Y.H.3    Brand, A.4
  • 9
    • 0029303476 scopus 로고
    • Detection of subclinical mastitis from online milking parlor data
    • Nielen M., Schukken Y.H., Brand A., Deluyker H.A., and Maatje K. Detection of subclinical mastitis from online milking parlor data. J. Dairy Sci. 78 5 (1995) 1039-1049
    • (1995) J. Dairy Sci. , vol.78 , Issue.5 , pp. 1039-1049
    • Nielen, M.1    Schukken, Y.H.2    Brand, A.3    Deluyker, H.A.4    Maatje, K.5
  • 12
    • 40849094900 scopus 로고    scopus 로고
    • Ouweltjes, W., Hogeveen, H., 2001. Detecting abnormal milk through colour measuring. National Mastitis Council Annual Meeting, pp. 217-219.
    • Ouweltjes, W., Hogeveen, H., 2001. Detecting abnormal milk through colour measuring. National Mastitis Council Annual Meeting, pp. 217-219.
  • 13
    • 27644533690 scopus 로고    scopus 로고
    • Cost of discarding milk with automatic separation of abnormal milk
    • Meijering A., Hogeveen H., and de Koning C.J.A.M. (Eds), Wageningen Academic Publishers, Wageningen
    • Pietersma D., and Hogeveen H. Cost of discarding milk with automatic separation of abnormal milk. In: Meijering A., Hogeveen H., and de Koning C.J.A.M. (Eds). In Automatic Milking: A Better Understanding (2004), Wageningen Academic Publishers, Wageningen 221-227
    • (2004) In Automatic Milking: A Better Understanding , pp. 221-227
    • Pietersma, D.1    Hogeveen, H.2
  • 14
    • 10744224830 scopus 로고    scopus 로고
    • Indicators of inflammation in the diagnosis of mastitis
    • Pyorala S. Indicators of inflammation in the diagnosis of mastitis. Vet. Res. 34 5 (2003) 565-578
    • (2003) Vet. Res. , vol.34 , Issue.5 , pp. 565-578
    • Pyorala, S.1
  • 15
    • 33744584654 scopus 로고
    • Induction of Decision Trees
    • Quinlan J.R. Induction of Decision Trees. Mach. Learn. 1 (1986) 81-106
    • (1986) Mach. Learn. , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 16
    • 40849099066 scopus 로고    scopus 로고
    • Rasmussen, M.D., 2003. Definition of normal and abnormal milk at time of milking: Consequences of definitions of acceptable milk quality for the practical use of automatic milking systems. Deliverable 6, EU project QLK5-2000-31006: Implications of the introduction of automatic milking on dairy farms.
    • Rasmussen, M.D., 2003. Definition of normal and abnormal milk at time of milking: Consequences of definitions of acceptable milk quality for the practical use of automatic milking systems. Deliverable 6, EU project QLK5-2000-31006: Implications of the introduction of automatic milking on dairy farms.
  • 17
    • 27644567139 scopus 로고    scopus 로고
    • Visual scoring of clots in foremilk
    • Rasmussen M.D. Visual scoring of clots in foremilk. J. Dairy Res. 72 4 (2005) 406-414
    • (2005) J. Dairy Res. , vol.72 , Issue.4 , pp. 406-414
    • Rasmussen, M.D.1
  • 18
    • 40849105443 scopus 로고    scopus 로고
    • Rasmussen, M.D., Bjerring, M., 2004. Definition of normal and abnormal milk at time of milking: abilities of automatic milking systems to detect and separate abnormal milk. Deliverable 7. EU project QLK5-2000-31006: Implications of the introduction of automatic milking on dairy farms.
    • Rasmussen, M.D., Bjerring, M., 2004. Definition of normal and abnormal milk at time of milking: abilities of automatic milking systems to detect and separate abnormal milk. Deliverable 7. EU project QLK5-2000-31006: Implications of the introduction of automatic milking on dairy farms.
  • 19
    • 24944493138 scopus 로고    scopus 로고
    • Visual scoring of milk mixed with blood
    • Rasmussen M.D., and Bjerring M. Visual scoring of milk mixed with blood. J. Dairy Res. 72 3 (2005) 257-263
    • (2005) J. Dairy Res. , vol.72 , Issue.3 , pp. 257-263
    • Rasmussen, M.D.1    Bjerring, M.2
  • 21
    • 40849139839 scopus 로고    scopus 로고
    • Van der Vorst, Y., Knappstein, K., Rasmussen, M.D., 2002. Milk quality on farms with an automatic milking system: effects of automatic milking on the quality of produced milk. Deliverable 8. EU project QLK5-2000-31006: Implications of the introduction of automatic milking on dairy farms.
    • Van der Vorst, Y., Knappstein, K., Rasmussen, M.D., 2002. Milk quality on farms with an automatic milking system: effects of automatic milking on the quality of produced milk. Deliverable 8. EU project QLK5-2000-31006: Implications of the introduction of automatic milking on dairy farms.
  • 22
    • 85195744875 scopus 로고    scopus 로고
    • The use of spectral photometry for detection of mastitis milk
    • Meijering A., Hogeveen H., and de Koning C.J.A.M. (Eds), Wageningen Academic Publishers, Wageningen
    • Wiedemann M., and Wendl G. The use of spectral photometry for detection of mastitis milk. In: Meijering A., Hogeveen H., and de Koning C.J.A.M. (Eds). Automatic Milking: A better Understanding (2004), Wageningen Academic Publishers, Wageningen 228-234
    • (2004) Automatic Milking: A better Understanding , pp. 228-234
    • Wiedemann, M.1    Wendl, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.