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Daniel Ramirez, Heejun Chang and Katherine Gelsey
Water quality is affected by multiple spatial and temporal factors, including the surrounding land characteristics, human activities, and antecedent precipitation amounts. However, identifying the relationships between water quality and spatially and tem...
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Ye Gu, Shuyou Zhang, Lemiao Qiu, Zili Wang and Lichun Zhang
The conversion from functional requirements (FRs) to design parameters is the foundation of product customization. However, original customer needs usually result in incomplete FRs, limited by customers? incomprehension on the design requirements of thes...
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Iván Fredy Jaramillo, Javier Garzás and Andrés Redchuk
Association rule mining has been studied from various perspectives, all of which have made valuable contributions to data science. However, there are promising research lines, such as the inclusion of continuous variables and the combination of numerical...
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Emily Evenden and Robert Gilmore Pontius Jr
The profession debates how to encode a categorical variable for input to machine learning algorithms, such as neural networks. A conventional approach is to convert a categorical variable into a collection of binary variables, which causes a burdensome n...
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