Collaborative analytics for predicting expressway-traffic congestion

• Main Authors: Chong, Chee Seng, Zoebir, Bon, Tan, Alan Yu Shyang, Tjhi, William-Chandra, Zhang, Tianyou, Lee, Kee Khoon, Li, Reuben Mingguang, Tung, Whye Loon, Lee, Francis Bu-Sung
• Other Authors: School of Computer Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/98045; http://hdl.handle.net/10220/12269
• Institution: Nanyang Technological University

There are many ways to build a predictive model from data. Besides the numerous classification or regression algorithms to choose from, there are countless possibilities of useful data transformation prior to modeling. To assist in discovering good predictive analytics workflows, we introduced recen...