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Wilson Cheruiyot
Publications - 2
Citations - 75
Wilson Cheruiyot is an academic researcher. The author has contributed to research in topics: Pattern recognition (psychology) & Bayesian network. The author has an hindex of 1, co-authored 1 publications receiving 66 citations.
Papers
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Predicting Customer Churn in Mobile Telephony Industry Using Probabilistic Classifiers in Data Mining
TL;DR: A new set of features is proposed with the aim of improving the recognition rates of possible churners, derived from call details and customer profiles and categorized as contract-related, call pattern description, and call pattern changes description features.
Journal ArticleDOI
Chaining Zscore and feature scaling methods to improve neural networks for classification
TL;DR: In this article , the authors discussed various approaches that are applied to scale features and detect outliers during data pre-processing and proposed the algorithm that combines Zscore as an outlier's detection method with every classical feature scaling method in high-dimensional data.