Software Fault Prediction Using Machine Learning Models and Comparative Analysis

Communications in Computer and Information Science - Futuristic Trends in Network and Communication Technologies ◽

10.1007/978-981-16-1480-4_3 ◽

2021 ◽

pp. 30-45

Author(s):

Manpreet Singh ◽

Jitender Kumar Chhabra

Keyword(s):

Machine Learning ◽

Comparative Analysis ◽

Fault Prediction ◽

Learning Models ◽

Software Fault Prediction ◽

Software Fault ◽

Machine Learning Models

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A Comparative analysis of usage of Inheritance Metrics on software fault prediction using Machine Learning Technique

International Journal of Advanced Trends in Computer Science and Engineering ◽

10.30534/ijatcse/2020/48932020 ◽

2020 ◽

Vol 9 (3) ◽

pp. 2794-2800

Author(s):

Brihathi A

Keyword(s):

Machine Learning ◽

Comparative Analysis ◽

Fault Prediction ◽

Machine Learning Technique ◽

Software Fault Prediction ◽

Learning Technique ◽

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A Comparative Analysis of Machine Learning Models for Prediction of Passing Bachelor Admission Test in Life-Science Faculty of a Public University in Bangladesh

2020 IEEE Electric Power and Energy Conference (EPEC) ◽

10.1109/epec48502.2020.9320119 ◽

2020 ◽

Author(s):

Md. Abul Ala Walid ◽

S.M. Masum Ahmed ◽

S M Shibly Sadique

Keyword(s):

Machine Learning ◽

Comparative Analysis ◽

Life Science ◽

Public University ◽

Learning Models ◽

Science Faculty ◽

Admission Test ◽

Machine Learning Models

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A Comparative Analysis of Machine Learning Models developed from Homomorphic Encryption based RSA and Paillier algorithm

2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS) ◽

10.1109/iciccs51141.2021.9432348 ◽

2021 ◽

Author(s):

Harsh J. Kiratsata ◽

Mahesh Panchal

Keyword(s):

Machine Learning ◽

Comparative Analysis ◽

Homomorphic Encryption ◽

Learning Models ◽

Machine Learning Models

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Machine learning based methods for software fault prediction: A survey

Expert Systems with Applications ◽

10.1016/j.eswa.2021.114595 ◽

2021 ◽

Vol 172 ◽

pp. 114595

Author(s):

Sushant Kumar Pandey ◽

Ravi Bhushan Mishra ◽

Anil Kumar Tripathi

Keyword(s):

Machine Learning ◽

Fault Prediction ◽

Software Fault Prediction ◽

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Comparative analysis of software fault prediction using various categories of classifiers

International Journal of Systems Assurance Engineering and Management ◽

10.1007/s13198-021-01110-1 ◽

2021 ◽

Author(s):

Inderpreet Kaur ◽

Arvinder Kaur

Keyword(s):

Comparative Analysis ◽

Fault Prediction ◽

Software Fault Prediction ◽

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Comparative analysis of machine learning models when solving problem of detecting abnormal errors in parameters measurements of pipeline systems’ operational modes

Automation Telemechanization and Communication in Oil Industry ◽

10.33285/0132-2222-2021-1(570)-55-60 ◽

2021 ◽

pp. 55-60

Author(s):

E.A. Golubyatnikov ◽

◽

D.G. Leonov ◽

Keyword(s):

Machine Learning ◽

Comparative Analysis ◽

Learning Models ◽

Pipeline Systems ◽

Operational Modes ◽

Machine Learning Models

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Comparative Analysis of Machine Learning Models for the Prediction of Pedestrian Crash Severity: Focused on Balancing Pedestrian Crash Dataset

Journal of Korean Society for Geospatial Information System ◽

10.7319/kogsis.2021.29.2.003 ◽

2021 ◽

Vol 29 (2) ◽

pp. 3-15

Author(s):

Hojun Lee ◽

Sugie Lee

Keyword(s):

Machine Learning ◽

Comparative Analysis ◽

Crash Severity ◽

Learning Models ◽

Machine Learning Models

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Enhancing Software Fault Prediction With Machine Learning

10.4018/978-1-5225-3185-2 ◽

2018 ◽

Author(s):

Ekbal Rashid

Keyword(s):

Machine Learning ◽

Fault Prediction ◽

Software Fault Prediction ◽

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Experimental Study on Software Fault Prediction Using Machine Learning Model

2019 11th International Conference on Knowledge and Systems Engineering (KSE) ◽

10.1109/kse.2019.8919429 ◽

2019 ◽

Author(s):

Thi Minh Phuong Ha ◽

Duy Hung Tran ◽

LE Thi My Hanh ◽

Nguyen Thanh Binh

Keyword(s):

Machine Learning ◽

Experimental Study ◽

Learning Model ◽

Fault Prediction ◽

Software Fault Prediction ◽

Machine Learning Model ◽

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A Comprehensive Comparative Analysis of Machine Learning Models for Predicting Heating and Cooling Loads

Current Approaches in Science and Technology Research Vol. 6 ◽

10.9734/bpi/castr/v6/2602f ◽

2021 ◽

pp. 77-92

Author(s):

Eslam Mohammed Abdelkader ◽

Abobakr Al-Sakkaf ◽

Reem Ahmed

Keyword(s):

Machine Learning ◽

Comparative Analysis ◽

Learning Models ◽

Heating And Cooling ◽

Cooling Loads ◽

Machine Learning Models

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