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Research article

First published 2020-2

Software defect prediction based on weighted extreme learning machine

Jinjing Gai, Shang Zheng, Hualong Yu [...]

Multiagent and Grid Systems

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Research article

First published 2019-12-23

Towards implementing defect prediction in the software development process

Marian Jureczko, Ngoc Trung Nguyen, Marcin Szymczyk [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2008-12

Using Bayesian networks to predict software defects and reliability

N Fenton, M Neil, D Marquez

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2023-08-24

Software defect prediction method based on the heterogeneous integration algorithm

Zhangqi Zheng, Yongshan Liu, Bing Zhang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2022-09-22

A cognitive and neural network approach for software defect prediction

Kumar Rajnish, Vandana Bhattacharjee

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-5

Research on real-time software defect prediction system based on deep neural network

Pingli Lv

Intelligent Decision Technologies

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Research article

First published 2025-5

OpTunedSMOTE: A novel model for automated hyperparameter tuning of SMOTE in software defect prediction

Ruchika Malhotra, Kishwar Khan

Intelligent Data Analysis: An International Journal

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Research article

First published 2020-01-09

SMOTEFRIS-INFFC: Handling the challenge of borderline and noisy examples in imbalanced learning for software defect prediction

Kamal Bashir, Tianrui Li, Chubato Wondaferaw Yohannese [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025

Hybrid deep learning approach for software defect prediction: Diffusion kernel attention and gudermannian networks

Smitha P.S, Mahesh Lokhande, R. Jothilakshmi [...]

Information Development

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Research article

First published 2023-11

MCDM-EFS: A novel ensemble feature selection method for software defect prediction using multi-criteria decision making

Kamaldeep Kaur, Ajay Kumar

Intelligent Decision Technologies

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