John T. Hancock
1987–2025 年に発表
- 116
- 論文数
- 18,647
- 被引用数
- 58
- h 指数
- 101
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Agricultural and Biological Sciences27.6%
- Biochemistry, Genetics and Molecular Biology27%
- Computer Science13.5%
- Medicine13.3%
- Environmental Science3.4%
- Engineering3.3%
- その他11.9%
トピック
- Plant Stress Responses and Tolerance7.7%
- Photosynthetic Processes and Mechanisms5.2%
- Plant Molecular Biology Research2.2%
- Plant-Microbe Interactions and Immunity1.7%
- Nitric Oxide and Endothelin Effects1.7%
- Plant responses to water stress1.6%
- その他79.9%
共著者
- Taghi M. Khoshgoftaar44
- Steven J. Neill22
- Radhika Desikan21
- Joffrey L. Leevy14
- G. Russell13
- Ian Wilson10
- Richard Zuech7
- Huanjing Wang6
- Andrew Clarke5
- Justin M. Johnson5
- Qianxin Liang5
- Jo Bright4
- Owen Jones4
- Tyler W. LeBaron4
- Alexander Nenov3
- Azadeh Abdollah Zadeh3
- Christian Lindermayr3
- David Wendehenne3
- Francisco J. Corpas3
- Gary J. Loake3
- Jared M. Peterson3
- Jennifer May3
- Juan B. Barroso3
- Kapuganti Jagadis Gupta3
全論文
- CatBoost for big data: an interdisciplinary review
著者: John T. Hancock, Taghi M. Khoshgoftaar - Journal Of Big Data, J. Big Data 2020 被引用: 1,657
- Survey on categorical data for neural networks
著者: John T. Hancock, Taghi M. Khoshgoftaar - Journal Of Big Data, J. Big Data 2020 被引用: 594
- Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods
著者: Huanjing Wang, Qianxin Liang, John T. Hancock, Taghi M. Khoshgoftaar - Journal Of Big Data, J. Big Data 2024 被引用: 507
- Evaluating classifier performance with highly imbalanced Big Data
著者: John T. Hancock, Taghi M. Khoshgoftaar, Justin M. Johnson - Journal Of Big Data, J. Big Data 2023 被引用: 96
- Signaling through the Primary Cilium
著者: Gabrielle Wheway, Liliya Nazlamova, John T. Hancock - Frontiers in Cell and Developmental Biology 2018 被引用: 517
- Ethylene‐induced stomatal closure in Arabidopsis occurs via AtrbohF‐mediated hydrogen peroxide synthesis
著者: Radhika Desikan, K. S. Last, Rhian Harrett‐Williams, Cecilia Tagliavia, Klaus Harter, Richard Hooley, John T. Hancock, Steven J. Neill - The Plant Journal 2006 被引用: 1,710
- Detecting web attacks using random undersampling and ensemble learners
著者: Richard Zuech, John T. Hancock, Taghi M. Khoshgoftaar - Journal Of Big Data, J. Big Data 2021 被引用: 84
- Data reduction techniques for highly imbalanced medicare Big Data
著者: John T. Hancock, Huanjing Wang, Taghi M. Khoshgoftaar, Qianxin Liang - Journal Of Big Data, J. Big Data 2024 被引用: 31
- Threshold optimization and random undersampling for imbalanced credit card data
著者: Joffrey L. Leevy, Justin M. Johnson, John T. Hancock, Taghi M. Khoshgoftaar - Journal Of Big Data, J. Big Data 2023 被引用: 47
- Gradient Boosted Decision Tree Algorithms for Medicare Fraud Detection
著者: John T. Hancock, Taghi M. Khoshgoftaar - SN Computer Science, SN Comput. Sci. 2021 被引用: 74
- Comparative analysis of binary and one-class classification techniques for credit card fraud data
著者: Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar - Journal Of Big Data, J. Big Data 2023 被引用: 34
- Performance of CatBoost and XGBoost in Medicare Fraud Detection
著者: John T. Hancock, Taghi M. Khoshgoftaar - 19th IEEE International Conference on Machine Learning and Applications (ICMLA) 2020 被引用: 64
- A problem-agnostic approach to feature selection and analysis using SHAP
著者: John T. Hancock, Taghi M. Khoshgoftaar, Qianxin Liang - Journal Of Big Data, J. Big Data 2025 被引用: 60
- Evaluating Performance Metrics for Credit Card Fraud Classification
著者: Joffrey L. Leevy, Taghi M. Khoshgoftaar, John T. Hancock - IEEE 34th International Conference on Tools with Artificial Intelligence (ICTAI) 2022 被引用: 27
- Detecting cybersecurity attacks across different network features and learners
著者: Joffrey L. Leevy, John T. Hancock, Richard Zuech, Taghi M. Khoshgoftaar - Journal Of Big Data, J. Big Data 2021 被引用: 63
- Production of reactive oxygen species and reactive nitrogen species by angiosperm stigmas and pollen: potential signalling crosstalk?
著者: Stephanie McInnis, Radhika Desikan, John T. Hancock, Simon J. Hiscock - New Phytologist 2006 被引用: 237
- Investigating the effectiveness of one-class and binary classification for fraud detection
著者: Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Azadeh Abdollah Zadeh - Journal Of Big Data, J. Big Data 2023 被引用: 20
- ABA‐induced NO generation and stomatal closure in Arabidopsis are dependent on H2O2 synthesis
著者: Jo Bright, Radhika Desikan, John T. Hancock, Iain Weir, Steven J. Neill - The Plant Journal 2005 被引用: 1,007
- A forty year journey: The generation and roles of NO in plants
著者: Zs Kolbert, Juan B. Barroso, Renaud Brouquisse, Francisco J. Corpas, Kapuganti Jagadis Gupta, Christian Lindermayr, Gary J. Loake, J.M. Palma, Marek Petřivalský, David Wendehenne, John T. Hancock - Nitric Oxide 2019 被引用: 262
- Regulating the regulator: nitric oxide control of post‐translational modifications
著者: Kapuganti Jagadis Gupta, Zsuzsanna Kolbert, Jörg Durner, Christian Lindermayr, Francisco J. Corpas, Renaud Brouquisse, Juan B. Barroso, Saima Umbreen, José M. Palma, John T. Hancock, Marek Petřivalský, David Wendehenne, Gary J. Loake - New Phytologist 2020 被引用: 130
- IoT information theft prediction using ensemble feature selection
著者: Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Jared M. Peterson - Journal Of Big Data, J. Big Data 2022 被引用: 27
- Hydrogen sulfide: environmental factor or signalling molecule?
著者: Miroslav Lisjak, Tihana Teklić, Ian Wilson, Matthew Whiteman, John T. Hancock - Plant Cell & Environment 2013 被引用: 258
- A novel hydrogen sulfide donor causes stomatal opening and reduces nitric oxide accumulation
著者: Miroslav Lisjak, Nupur Srivastava, Tihana Teklić, Leon Civale, K. Lewandowski, Ian Wilson, Mark E. Wood, Matt Whiteman, John T. Hancock - Plant Physiology and Biochemistry 2010 被引用: 221
- Medicare Fraud Detection using CatBoost
著者: John T. Hancock, Taghi M. Khoshgoftaar - IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI) 2020 被引用: 53
