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Development of a model to classify raw cow milk quality based on somatic cell count using logistic regression and artificial neural network analyses: A case study of dairy farmers in Saraburi province

2024

Ohm Srinawakron(Kasetsart University, Bangkok (Thailand). Faculty of Agriculture. Department of Farm Mechanics) | Kriengkri Kaewtrakulpong(Kasetsart University, Bangkok (Thailand). Faculty of Agriculture. Department of Farm Mechanics) | Sompong Jesadathamsathit(Kasetsart University, Bangkok (Thailand). Faculty of Agriculture. Department of Farm Mechanics) | Raksak Sermsak(Kasetsart University, Bangkok (Thailand). Faculty of Agriculture. Department of Farm Mechanics) | Yuphadee Fuprasert(Kasetsart University, Bangkok (Thailand). Faculty of Agriculture. Department of Farm Mechanics) | Thawansak Phaosang(Kasetsart University, Bangkok (Thailand). Faculty of Agriculture. Department of Farm Mechanics) | Anut Chantiratikul(Mahasarakham University, Maha Sarakham (Thailand). Faculty of Technology. Department of Agricultural Technology)

AGROVOC Keywords
dairy farms milk model models neural networks quality somatic cell count statistical methods thailand
Bibliographic information
Pagination
p. 129-137
Other Subjects
Saraburi province; Milk quality; Raw cow milk; Neural network; Logistic regression analysis
Language
Thai
Note
Summaries (En, Th)
Translated Title
การพัฒนาแบบจำลองจำแนกคุณภาพน้ำนมโคดิบตามจำนวนโซมาติกเซลล์โดยใช้การวิเคราะห์การถดถอยโลจิสติกส์และโครงข่ายประสาทเทียม กรณีศึกษา: เกษตรกรฟาร์มโคนมในจังหวัดสระบุรี
Type
Conference; Summary; Non-Conventional
Source
Proceedings of 62nd Kasetsart University Annual Conference: Plants, Animals, Veterinary Medicine, Fisheries, Agricultural Extension and Home Economics. Kasetsart University, Bangkok (Thailand) Ministry of Education, Science, Research and Innovation, Bangkok (Thailand) Ministry of Agriculture and Cooperatives, Bangkok (Thailand) Ministry of Education, Bangkok (Thailand) Ministry of Natural Resources and Environment, Bangkok (Thailand) Ministry of Digital Economy and Society, Bangkok (Thailand) Thailand Science Research and Innovation, Bangkok (Thailand) National Research Council of Thailand, Bangkok (Thailand) Prachachuen Research Network, Bangkok (Thailand). Bangkok (Thailand), 2024. ISBN 978-616-278-834-5. p. 129-137
Conference
62. Kasetsart University Annual Conference, Bangkok (Thailand), 5-7 Mar 2024
2024-09-23
AGRIS AP
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Links
https://kukr.lib.ku.ac.th/kukr_es/kukr/search_detail/result/434806
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