Heterogeneous Defect Prediction Using Ensemble Learning Technique

Advances in Intelligent Systems and Computing - Artificial Intelligence and Evolutionary Computations in Engineering Systems ◽

10.1007/978-981-15-0199-9_25 ◽

2020 ◽

pp. 283-293

Author(s):

Arsalan Ahmed Ansari ◽

Amaan Iqbal ◽

Bibhudatta Sahoo

Keyword(s):

Ensemble Learning ◽

Defect Prediction ◽

Learning Technique ◽

Heterogeneous Defect Prediction

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A Novel Feature Selection Approach based on Binary Particle Swarm Optimization and Ensemble Learning for Heterogeneous Defect Prediction

2021 3rd Asia Pacific Information Technology Conference ◽

10.1145/3449365.3449384 ◽

2021 ◽

Author(s):

Ruchika Malhotra ◽

Anmol Budhiraja ◽

Abhinav Kumar Singh ◽

Ishani Ghoshal

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Ensemble Learning ◽

Particle Swarm ◽

Defect Prediction ◽

Binary Particle Swarm Optimization ◽

Swarm Optimization ◽

Selection Approach ◽

Feature Selection Approach ◽

Heterogeneous Defect Prediction

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Heterogeneous defect prediction with two-stage ensemble learning

Automated Software Engineering ◽

10.1007/s10515-019-00259-1 ◽

2019 ◽

Vol 26 (3) ◽

pp. 599-651 ◽

Author(s):

Zhiqiang Li ◽

Xiao-Yuan Jing ◽

Xiaoke Zhu ◽

Hongyu Zhang ◽

Baowen Xu ◽

...

Keyword(s):

Ensemble Learning ◽

Defect Prediction ◽

Two Stage ◽

Heterogeneous Defect Prediction

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Hybrid Ensemble Learning Technique for Software Defect Prediction

International Journal of Modern Education and Computer Science ◽

10.5815/ijmecs.2020.01.01 ◽

2020 ◽

Vol 12 (1) ◽

pp. 1-10

Author(s):

Mohammad Zubair Khan ◽

Keyword(s):

Ensemble Learning ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

Learning Technique

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With-in-project defect prediction using bootstrap aggregation based diverse ensemble learning technique

Journal of King Saud University - Computer and Information Sciences ◽

10.1016/j.jksuci.2021.09.010 ◽

2021 ◽

Author(s):

Umamaheswara Sharma Bhutamapuram ◽

Ravichandra Sadam

Keyword(s):

Ensemble Learning ◽

Defect Prediction ◽

Learning Technique ◽

Diverse Ensemble ◽

Bootstrap Aggregation

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Heterogeneous Defect Prediction Through Multiple Kernel Learning and Ensemble Learning

2017 IEEE International Conference on Software Maintenance and Evolution (ICSME) ◽

10.1109/icsme.2017.19 ◽

2017 ◽

Author(s):

Zhiqiang Li ◽

Xiao-Yuan Jing ◽

Xiaoke Zhu ◽

Hongyu Zhang

Keyword(s):

Ensemble Learning ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Defect Prediction ◽

Multiple Kernel ◽

Heterogeneous Defect Prediction

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Software Defect Prediction Incremental Model using Ensemble Learning

International Journal of Performability Engineering ◽

10.23940/ijpe.20.11.p9.17711780 ◽

2020 ◽

Vol 16 (11) ◽

pp. 1771

Author(s):

Wang Shibo ◽

Li Yong ◽

Mi Wenbo ◽

Liu Ying

Keyword(s):

Ensemble Learning ◽

Defect Prediction ◽

Software Defect Prediction ◽

Incremental Model ◽

Software Defect

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Enterprise Credit Risk Assessment Using Feature Selection Approach and Ensemble Learning Technique

2020 16th International Conference on Computational Intelligence and Security (CIS) ◽

10.1109/cis52066.2020.00056 ◽

2020 ◽

Author(s):

Di Wang ◽

Zuoquan Zhang

Keyword(s):

Risk Assessment ◽

Feature Selection ◽

Credit Risk ◽

Ensemble Learning ◽

Credit Risk Assessment ◽

Enterprise Credit ◽

Selection Approach ◽

Learning Technique ◽

Feature Selection Approach

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Software Defect Prediction and Localization with Attention-Based Models and Ensemble Learning

2020 27th Asia-Pacific Software Engineering Conference (APSEC) ◽

10.1109/apsec51365.2020.00016 ◽

2020 ◽

Author(s):

Tianhang Zhang ◽

Qingfeng Du ◽

Jincheng Xu ◽

Jiechu Li ◽

Xiaojun Li

Keyword(s):

Ensemble Learning ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect

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ExtraFerns: Fully Parallel Ensemble Learning Technique with Non-Greedy yet Minimal Memory Access Training

2020 Eighth International Symposium on Computing and Networking (CANDAR) ◽

10.1109/candar51075.2020.00027 ◽

2020 ◽

Author(s):

Shungo Kumazawa ◽

Kazushi Kawamura ◽

Thiem Van Chu ◽

Masato Motomura ◽

Jaehoon Yu

Keyword(s):

Ensemble Learning ◽

Memory Access ◽

Learning Technique

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Analysis of Driver Performance Using Hybrid of Weighted Ensemble Learning Technique and Evolutionary Algorithms

Arabian Journal for Science and Engineering ◽

10.1007/s13369-020-05115-z ◽

2021 ◽

Author(s):

Afsaneh Koohestani ◽

Moloud Abdar ◽

Sadiq Hussain ◽

Abbas Khosravi ◽

Darius Nahavandi ◽

...

Keyword(s):

Evolutionary Algorithms ◽

Ensemble Learning ◽

Driver Performance ◽

Learning Technique

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