Shi and Zhou Team to Produce Book Chapter on Diabetes Prediction

Turner College economist Wen Shi and TSYS School computer scientist Yi Zhou recently teamed with Yuan Tian and Ying Zhou of Auburn University and Chuan Wang of Vanderbilt University on a book chapter titled "Enhancing Diabetes Prediction with Advanced Machine Learning Techniques." Their chapter leverages data from the Framingham study to investigation the utilization of machine learning models in the realm of diabetes prediction. The researchers analyze multiple machine learning algorithms, including XGBoost, AdaBoost, Random Forest and LightGB, all of which were selected for their proven capabilities in handling complex datasets and providing accurate predictions in various domains. The results indicate that AdaBoost and LightGB are the most consistent and reliable algorithms, particularly in cases where class distribution is skewed. As they conclude, the effective deployment of these machine learning models in diabetes prediction showcases the harmonious integration of technology with healthcare. The chapter appears in Scientific Computing and Bioinformatics and Computational Biology (Springer, 2005), which is edited by Douglas Hodson, Michael Grimaila, and Torrey Wagner of the U.S. Air Force Institute of Technology, Hamid Arabnia of the University of Georgia, and Leonidas Deligiannidis of Wentworth Institute of Technology.

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Four Turner College Faculty Recognized for Outstanding Teaching

CSU Head Women's Soccer Coach Jay Entlich recently released a list of CSU faculty who have been chosen by a player as a member of the CSU faculty who has impacted the player in a positive way along their journey at CSU. Four Turner College faculty were included on the list, along with the player who nominated each. Management professor Phil Bryant was named by Sophia Leal , a freshman midfielder from Oxford, Georgia. Sophia attended Eastside High School and was a two-time all-region selection during her high school career. Through the first 10 games of 2024, she has scored one goal and recorded three assists. Next, management professor John Finley was named by Lizz Forshaw , a graduate student forward from Stockton, England. Lizz, who attended IMG Academy in south Florida, has scored four goals and recorded four assists this season. During her senior year in 2023, she scored three goals and recorded two assists. As a junior in 2022, Lizz scored three goals ...

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New research by computer scientists in the School of Information Technology at Universiti Utara Malaysia that ranks institutions and individuals on the basis of scholarship in the area of stepping-stone attacks heaps praise on the Turner College’s TSYS School of Computer Science and two of its faculty – Jianhua Yang and Lixin Wang . The article, published in the April 2023 issue of the International Journal of Research in Engineering and Science , provides a bibliometric analysis of both publication and citation data from 2000 to September of 2022 related to research on stepping-stone intrusion. Among several results, it reports that Columbus State University ranks second worldwide, trailing only the University of Houston, using total publications on the subject as the basis of comparison. A number of other U.S. institutions appear in the top 10, including third-ranked North Carolina State University, fourth-ranked University of Illinois, sixth-ranked Iowa State U...

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