Acquacoltura e Pesca Pubblicazione scientifica Knowledge Discovery Through the Machine Learning of Farming Parameters and Yield Performance FILONE TECNOLOGICO TEMA trasformazione e commercializzazione RIASSUNTO To enhance the food security of Singapore, the project reported in this article investigated the use of machine learning techniques for yield enhancement of food production. A concept of a knowledge discovery system is proposed, which are general enough to cover agricultural activities ranging from crop farming to fish farming. This paper presents an example of crop farming using the concept, including the system layout, system prototype and a simulated experiment. DATA Data di pubblicazione: 01/12/2019 AUTORI Y T CHONG P K LOO ZQ DING ENTE DI AFFERENZA SINGAPORE INST TECHNOLOGYSINGAPORE RIVISTA 2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) (Page(s): 1550-1552)