Automatic Intelligent Model Building System with Business Applications

2017/07/01 hits:907

Date: July 1st, Saturday, 2017

Start Time: 14:00

Venue: Room A1003, Business School Building

Speaker: Morgan C. Wang

About Speaker

Morgan C. Wang received his Ph.D. from Iowa State University in 1991. He is the funding Director of Data Mining Program and Professor of Statistics at the University of Central Florida.  He has published one book (Integrating Results through Meta-Analytic Review Using SAS Software, SAS Institute, 1999), and over 80 papers in referee journals and conference proceedings on topics including interval analysis, meta-analysis, computer security, business analytics, health care analytics and data mining. He is the elected member of International Statistical Association and member of American Statistical Association and International Chinese Statistical Association.

Abstract

An automatic intelligent model building system was developed.  This system has five components: data exploration component, data preparation component, model building component, model validation and selection component, and the result automatic generation component.  All components are resident inside the data warehouse and can be used by company personal without model building training.  A case study using this system on solving an insurance firm in China will be discussed in this presentation as well.