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Expressing uncertainty in information systems analytics research: A demonstration of Bayesian analysis applied to binary classification problems. Inf Process Manag 2023. [DOI: 10.1016/j.ipm.2022.103132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Dai Q, Liu J, Yang J. Multi‐armed bandit heterogeneous ensemble learning for imbalanced data. Comput Intell 2022. [DOI: 10.1111/coin.12566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Qi Dai
- Department of Automation, College of Information Science and Engineering Beijing China
| | - Jian‐wei Liu
- Department of Automation, College of Information Science and Engineering Beijing China
| | - Jiapeng Yang
- College of Science North China University of Science and Technology Tangshan China
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Sadreddin A, Sadaoui S. Chunk-based incremental feature learning for credit-card fraud data stream. J EXP THEOR ARTIF IN 2022. [DOI: 10.1080/0952813x.2022.2153277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Affiliation(s)
- Armin Sadreddin
- Department of Computer Science, University of Regina, Regina, SK, Canada
| | - Samira Sadaoui
- Department of Computer Science, University of Regina, Regina, SK, Canada
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Singh A, Jain A. An efficient credit card fraud detection approach using cost‐sensitive weak learner with imbalanced dataset. Comput Intell 2022. [DOI: 10.1111/coin.12555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Ajeet Singh
- University School of Information, Communication & Technology Guru Gobind Singh Indraprastha University Delhi India
| | - Anurag Jain
- University School of Information, Communication & Technology Guru Gobind Singh Indraprastha University Delhi India
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