Information granules, which are collections of entities that usually originate at the numeric level and are arranged together due to their similarity, functional or physical adjacency, indistinguishability, or coherency, are effective in revealing the structure of data. Therefore, it is a common practice in data mining to use information granules for classifying datasets. A new study by TSYS School computer scientist Yi Zhou and his colleagues from Jinan University and the University of Exeter utilizes the feature weighting of data to produce information granules with a high consistency rate. As a first step, Zhou and his co-authors use consistency rate and contribution scores to generate information granules. Next, they propose a granular two-stage classifier that divides the data into fuzzy and fixed points and then calculates the interval matching degree to assign data points to the most suitable cluster. Zhou and his colleagues ultimately compare their output with that of two other state-of-the-art granular models, finding that their process has sufficient performance to describe the relevant data structure. More specifically, their process reduces the time overhead required to obtain information granules by 51%, while also increasing the per unit quality of the granules by about 15%. The study is set to appear in a future issue of IEEE Transactions on Big Data.
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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