Software Defect Prediction: A Comparative Analysis of Machine Learning Techniques

R Shrimankar, M Kuanr, J Piri… - … Conference on Machine …, 2022 - ieeexplore.ieee.org
The early prediction of defective modules in developing software can help the development
team to utilize the available resources efficiently to deliver high quality software product in …

[PDF][PDF] Software Defect Prediction Analysis Using Machine Learning Techniques. Sustainability 2023, 15, 5517

A Khalid, G Badshah, N Ayub, M Shiraz, M Ghouse - 2023 - academia.edu
There is always a desire for defect-free software in order to maintain software quality for
customer satisfaction and to save testing expenses. As a result, we examined various known …

Identification of defects in a software using machine learning

N Nishthaa, R Malhotra - AIP Conference Proceedings, 2023 - pubs.aip.org
Now a days, the usage of software among the individuals have increased a lot when
compared with earlier days. As the technology is increasing rapidly, the evolution of artificial …

Software defect prediction techniques using metrics based on neural network classifier

R Jayanthi, L Florence - Cluster Computing, 2019 - Springer
Software industries strive for software quality improvement by consistent bug prediction, bug
removal and prediction of fault-prone module. This area has attracted researchers due to its …

[PDF][PDF] A literature review study of software defect prediction using machine learning techniques

F Akmel, E Birihanu, B Siraj - Int. J. Emerg. Res. Manag. Technol, 2017 - academia.edu
Abstractoftware systems are any software product or applications that support business
domains such as Manufacturing, Aviation, Health care, insurance and so on. Software …

Pendekatan Level Data Smote Pada Algoritma Bagging C4. 5 Untuk Prediksi Cacat Software

S Suhardi, N Ichsan, R Sopandi, H Priyandaru… - CERMIN: Jurnal …, 2023 - unars.ac.id
Prediksi cacat software merupakan salah satu fase atau tahap pengujian dalam Software
Development Life Cycle. Proses pengujian software dapat mengidentifikasi apakah sebuah …

[PDF][PDF] Survey on software defect prediction using machine learning techniques

P Paramshetti, DA Phalke - International Journal of Science and …, 2014 - academia.edu
Software defect prediction plays an important role in improving software quality and it help to
reducing time and cost for software testing. Machine learning focuses on the development of …

Integrasi Teknik Smote Bagging Dengan Information Gain Pada Naive Bayes Untuk Prediksi Cacat Software

SA Putri - JITK (Jurnal Ilmu Pengetahuan dan …, 2017 - ejournal.nusamandiri.ac.id
The prediction accuracy of defects in code can help direct the test effort, reduce costs and
improve software quality. Until now, many researchers have applied various types of …

[HTML][HTML] Seleksi fitur menggunakan Symmetrical Uncertainty pada prediksi cacat perangkat lunak

A Roihan - 2018 - etheses.uin-malang.ac.id
مستخلص البحث توصف عيوب البرمجيات أنها عيوب في البرمجيات كالعيوب الموجودة في الوثيقة
ورمز البرنامج والتخطيط وغيرها من الأشياء التي تؤدي إلى فشل البرمجيات. ومن الطرق التي يمكن …

A review of software defect prediction models

H Tanwar, M Kakkar - … , Analytics and Innovation: Proceedings of ICDMAI …, 2019 - Springer
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