메뉴 건너뛰기




Volumn 7, Issue 21, 2007, Pages 3274-3279

Prediction of second parity milk yield and fat percentage of dairy cows based on first parity information using neural network system

Author keywords

Correlation; Fat percentage; Milk yield; Neural network; Prediction

Indexed keywords

BACKPROPAGATION; CORRELATION METHODS; DECISION MAKING; DEEP NEURAL NETWORKS; FORECASTING; NEURAL NETWORKS;

EID: 36849077157     PISSN: 18125654     EISSN: 18125662     Source Type: Journal    
DOI: 10.3923/jas.2007.3274.3279     Document Type: Article
Times cited : (14)

References (24)
  • 1
    • 36849057057 scopus 로고    scopus 로고
    • Prediction of bulls slaughter from growth data using artificial neural network
    • Adamczyk, K., K. Molenda, J. Szarek and G. Skrzyñski, 2005. Prediction of bulls slaughter from growth data using artificial neural network. J. Cent. Eur. Agric., 6: 133-142,
    • (2005) J. Cent. Eur. Agric , vol.6 , pp. 133-142
    • Adamczyk, K.1    Molenda, K.2    Szarek, J.3    Skrzyñski, G.4
  • 2
    • 0028455234 scopus 로고
    • Estimating marbling score in live cattle from ultrasound images using pattern recognition and neural network procedures
    • Brethour, J.R., 1994. Estimating marbling score in live cattle from ultrasound images using pattern recognition and neural network procedures. J. Anim. Sci., 72: 1425-1432.
    • (1994) J. Anim. Sci , vol.72 , pp. 1425-1432
    • Brethour, J.R.1
  • 5
    • 0028429963 scopus 로고
    • Neural network models for predicting flowering and physiological maturity of soybean
    • Elizondo, D.A., R.W. McClendon and G. Hoogenboom, 1994. Neural network models for predicting flowering and physiological maturity of soybean. Trans. ASAE., 37: 981-988.
    • (1994) Trans. ASAE , vol.37 , pp. 981-988
    • Elizondo, D.A.1    McClendon, R.W.2    Hoogenboom, G.3
  • 6
    • 36849036824 scopus 로고    scopus 로고
    • Correlating calcium concentration and rheological characteristics of Mozzarella cheese using neural network
    • Paper No. 046044
    • Ganesan, V., N. Joshi and K. Muthukumarappan, 2004. Correlating calcium concentration and rheological characteristics of Mozzarella cheese using neural network. ASAE Annual Meeting, Paper No. 046044.
    • (2004) ASAE Annual Meeting
    • Ganesan, V.1    Joshi, N.2    Muthukumarappan, K.3
  • 7
    • 33750516942 scopus 로고    scopus 로고
    • Methods of predicting milk yield in dairy cows-predictive capabilities of wood's lactation curve and Artificial Neural Networks (ANNs)
    • Grzesiak, W., P. Blaszczyk and R. Lacroix, 2006. Methods of predicting milk yield in dairy cows-predictive capabilities of wood's lactation curve and Artificial Neural Networks (ANNs). Comput. Electron. Agric., 54: 69-83.
    • (2006) Comput. Electron. Agric , vol.54 , pp. 69-83
    • Grzesiak, W.1    Blaszczyk, P.2    Lacroix, R.3
  • 8
    • 0028543366 scopus 로고
    • Training feed forward networks with the Marquardt algorithm
    • Hagan, M.T. and M. Menhaj, 1994. Training feed forward networks with the Marquardt algorithm. IEEE Trans. Neural Networks, 5: 989-993.
    • (1994) IEEE Trans. Neural Networks , vol.5 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.2
  • 9
    • 0036315186 scopus 로고    scopus 로고
    • A preliminary study of the application of artificial neural networks to prediction of milk yield in dairy sheep
    • Kominakis, A.P., Z. Abas, I. Maltaris and E. Rogdakis, 2002. A preliminary study of the application of artificial neural networks to prediction of milk yield in dairy sheep. Comput. Electron. Agric., 35: 35-48.
    • (2002) Comput. Electron. Agric , vol.35 , pp. 35-48
    • Kominakis, A.P.1    Abas, Z.2    Maltaris, I.3    Rogdakis, E.4
  • 10
    • 0028474921 scopus 로고
    • Evaluation of neural networks as a tool for management
    • Korthals, R.L., G.L. Hahan and J.A. Nienaber, 1994. Evaluation of neural networks as a tool for management. Trans. ASAE, 37: 1295-1299.
    • (1994) Trans. ASAE , vol.37 , pp. 1295-1299
    • Korthals, R.L.1    Hahan, G.L.2    Nienaber, J.A.3
  • 11
    • 30044438223 scopus 로고    scopus 로고
    • A neural network model of nitrogen stress assessment using multispectral corn nitrogen deficiency sensor
    • Paper No. 041132
    • Kwonnoh, H., Q. Zhang and S. Han, 2004. A neural network model of nitrogen stress assessment using multispectral corn nitrogen deficiency sensor. ASAE Annual Meeting, Paper No. 041132.
    • (2004) ASAE Annual Meeting
    • Kwonnoh, H.1    Zhang, Q.2    Han, S.3
  • 12
    • 0029368068 scopus 로고
    • Prediction of cow performance with a connectionist model
    • Lacroix, R., K.M. Wade, R. Kok and J.F. Hayes, 1995. Prediction of cow performance with a connectionist model. Trans. ASAE., 38: 1573-1579.
    • (1995) Trans. ASAE , vol.38 , pp. 1573-1579
    • Lacroix, R.1    Wade, K.M.2    Kok, R.3    Hayes, J.F.4
  • 13
    • 0031147938 scopus 로고    scopus 로고
    • Effects of data preprocessing on the performance of artificial neural networks for dairy yield prediction and cow culling classification
    • Lacroix, R., F. Salehi, X.Z. Yang and K.M. Wade, 1997. Effects of data preprocessing on the performance of artificial neural networks for dairy yield prediction and cow culling classification. Trans. ASAE., 40: 839-846.
    • (1997) Trans. ASAE , vol.40 , pp. 839-846
    • Lacroix, R.1    Salehi, F.2    Yang, X.Z.3    Wade, K.M.4
  • 15
    • 84874648154 scopus 로고    scopus 로고
    • MATLAB, 2006. MATLAB Guide for Personal Computers. Version 7.3 Edn. MATLAB Institute, USA.
    • MATLAB, 2006. MATLAB Guide for Personal Computers. Version 7.3 Edn. MATLAB Institute, USA.
  • 16
    • 34249816149 scopus 로고    scopus 로고
    • Classification of heart abnormalities using artificial neural network
    • Md Saad, M.H., M.J. Mohd Nor, F.R.A. Bustami and R. Ngadiran, 2007. Classification of heart abnormalities using artificial neural network. J. Applied Sci., 7: 820-825.
    • (2007) J. Applied Sci , vol.7 , pp. 820-825
    • Md Saad, M.H.1    Mohd Nor, M.J.2    Bustami, F.R.A.3    Ngadiran, R.4
  • 17
    • 36849049726 scopus 로고    scopus 로고
    • Conception of computer system support in detection of pregnancy, oestrus and mastitis based on milk temperature
    • Budapest, Hungary
    • Molenda, K., Z. Gil and J. Zychliñska, 2001. Conception of computer system support in detection of pregnancy, oestrus and mastitis based on milk temperature. 52nd Annual Meeting of EAAP, Budapest, Hungary.
    • (2001) 52nd Annual Meeting of EAAP
    • Molenda, K.1    Gil, Z.2    Zychliñska, J.3
  • 19
    • 84986431472 scopus 로고
    • A neural network approach for thermal processing applications
    • Sablani, S.S., H.S. Ramaswamy and S.O. Prasher, 1995. A neural network approach for thermal processing applications. J. Food Proc. Preserv., 19: 283-301.
    • (1995) J. Food Proc. Preserv , vol.19 , pp. 283-301
    • Sablani, S.S.1    Ramaswamy, H.S.2    Prasher, S.O.3
  • 20
    • 0031956801 scopus 로고    scopus 로고
    • Effects of learning parameters and data presentation on the performance of back-propagation networks for milk yield prediction
    • Salehi, F., R. Lacroix and K.M. Wade, 1998. Effects of learning parameters and data presentation on the performance of back-propagation networks for milk yield prediction, Trans. ASAE., 41: 253-259.
    • (1998) Trans. ASAE , vol.41 , pp. 253-259
    • Salehi, F.1    Lacroix, R.2    Wade, K.M.3
  • 21
    • 0034283040 scopus 로고    scopus 로고
    • Development of neuro-fuzzifiers for qualitative analyses of milk yield
    • Salehi, F., R. Lacroix and K.M. Wade, 2000. Development of neuro-fuzzifiers for qualitative analyses of milk yield. Comput. Electron. Agric., 28: 171-186.
    • (2000) Comput. Electron. Agric , vol.28 , pp. 171-186
    • Salehi, F.1    Lacroix, R.2    Wade, K.M.3
  • 22
    • 0001857275 scopus 로고
    • Preprocessing data for neural networks
    • Stein, R., 1993. Preprocessing data for neural networks. AI Expert, 8: 32-37.
    • (1993) AI Expert , vol.8 , pp. 32-37
    • Stein, R.1
  • 23
    • 84974867545 scopus 로고
    • Neural networks as a modeling tool. AI and Simulation
    • San Diego, Clif, pp
    • Wildberger, A.M., 1990. Neural networks as a modeling tool. AI and Simulation. Theory and Application, San Diego, Clif., pp: 65-74.
    • (1990) Theory and Application , pp. 65-74
    • Wildberger, A.M.1
  • 24
    • 0033169159 scopus 로고    scopus 로고
    • Neural detection of mastitis from dairy herd improvement records
    • Yang, X.Z., R. Lacroix and K.M. Wade, 1999. Neural detection of mastitis from dairy herd improvement records. Trans. ASAE., 42: 1063-1072.
    • (1999) Trans. ASAE , vol.42 , pp. 1063-1072
    • Yang, X.Z.1    Lacroix, R.2    Wade, K.M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.