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John Hancock | Researchclopedia

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John Hancock

Florida Atlantic University

62

Works

3,564

Citations

21

h-index

36

i10-index

Research Topics

Imbalanced Data Classification Techniques Machine Learning and Data Classification Network Security and Intrusion Detection

Affiliations

University of the West of England2023–2023

Atlantic University College2022–2023

Artistic Realization Technologies2012–2013

Florida Atlantic University2020–2025

Texas Instruments (United States)1968–1968

Top Works

CatBoost for big data: an interdisciplinary review

John Hancock,Taghi M. Khoshgoftaar

20201,545 citations

Anomaly Detection Techniques and Applications

Electricity Theft Detection Techniques

Survey on categorical data for neural networks

John Hancock,Taghi M. Khoshgoftaar

2020569 citations

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

Huanjing Wang,Qianxin Liang,et al.

2024414 citations

Evaluating classifier performance with highly imbalanced Big Data

John Hancock,Taghi M. Khoshgoftaar,et al.

202386 citations

Detecting web attacks using random undersampling and ensemble learners

Richard Zuech,John Hancock,et al.

202183 citations

Gradient Boosted Decision Tree Algorithms for Medicare Fraud Detection

John Hancock,Taghi M. Khoshgoftaar

202173 citations

Performance of CatBoost and XGBoost in Medicare Fraud Detection

John Hancock,Taghi M. Khoshgoftaar

202063 citations

Medicare Fraud Detection using CatBoost

John Hancock,Taghi M. Khoshgoftaar

202052 citations

Detecting Cybersecurity Attacks Using Different Network Features with LightGBM and XGBoost Learners

Joffrey L. Leevy,John Hancock,et al.

202044 citations