Concepedia

John Hancock

JH

Statistics

Publications

37

Citations

3.8K

H-Index

21

Active since

2012

Affiliations

Florida Atlantic University(Current)

Western Kentucky University

University of Illinois Urbana-Champaign

Atlantic University College

RTX (United States)

John Hancock is an author at Florida Atlantic University specializing in computing, machine learning, and computer science.

Publications per year

2012–2025

37

Publications

37

CatBoost for big data: an interdisciplinary review

John Hancock, Taghi M. Khoshgoftaar · Journal Of Big Data · 2020 · 1.7K citations · Full text

Computing, Computer Science, Big Data Analytics +13

Survey on categorical data for neural networks

John Hancock, Taghi M. Khoshgoftaar · Journal Of Big Data · 2020 · 594 citations · Full text

Computing, Computer Science, Categorical Data Analysis +13

Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods

Huanjing Wang, Qianxin Liang, John Hancock et al. · Journal Of Big Data · 2024 · 507 citations · Full text

Computing, Computer Science, Data Science +17

Evaluating classifier performance with highly imbalanced Big Data

John Hancock, Taghi M. Khoshgoftaar, Justin Johnson · Journal Of Big Data · 2023 · 96 citations · Full text

Computing, Data Science, Big Data Analytics +16

Detecting web attacks using random undersampling and ensemble learners

Richard Zuech, John Hancock, Taghi M. Khoshgoftaar · Journal Of Big Data · 2021 · 84 citations · Full text

Computing, Computer Science, Cybersecurity +17

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