Applying Cognitive and Neural Network Approach over Control Flow Graph for Software Defect Prediction

Mapping Intimacies ◽

10.1145/3474124.3474127 ◽

2021 ◽

Author(s):

Kumar Rajnish ◽

Vandana Bhattacharjee ◽

Vishnu Chandrabanshi

Keyword(s):

Neural Network ◽

Control Flow ◽

Defect Prediction ◽

Control Flow Graph ◽

Software Defect Prediction ◽

Network Approach ◽

Neural Network Approach ◽

Software Defect

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Neural Network Approach for Software Defect Prediction Based on Quantitative and Qualitative Factors

International Journal of Computer Theory and Engineering ◽

10.7763/ijcte.2012.v4.470 ◽

2012 ◽

pp. 298-303 ◽

Author(s):

Parvinder S. Sandhu ◽

Suman Lata ◽

Dalveer Kaur Grewal

Keyword(s):

Neural Network ◽

Defect Prediction ◽

Software Defect Prediction ◽

Network Approach ◽

Neural Network Approach ◽

Software Defect ◽

Qualitative Factors

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Software Defect Prediction Using SMOTE and Artificial Neural Network

10.1109/icodse53690.2021.9648476 ◽

2021 ◽

Author(s):

Wisnu Arya Dipa ◽

Wikan Danar Sunindyo

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

Artificial Neural

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Software Defect Prediction Tool based on Neural Network

International Journal of Computer Applications ◽

10.5120/12200-8368 ◽

2013 ◽

Vol 70 (22) ◽

pp. 22-28 ◽

Author(s):

Malkit Singh ◽

Dalwinder Singh Salaria

Keyword(s):

Neural Network ◽

Defect Prediction ◽

Prediction Tool ◽

Software Defect Prediction ◽

Software Defect

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Software Defect Prediction Using Neural Network Based SMOTE

2020 7th International Conference on Electrical Engineering, Computer Sciences and Informatics (EECSI) ◽

10.23919/eecsi50503.2020.9251874 ◽

2020 ◽

Author(s):

Rizal Broer Bahaweres ◽

Fajar Agustian ◽

Irman Hermadi ◽

Arif Imam Suroso ◽

Yandra Arkeman

Keyword(s):

Neural Network ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect

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A novel software defect prediction method based on hierarchical neural network

10.1109/compsac51774.2021.00059 ◽

2021 ◽

Author(s):

Huiqun Yu ◽

Xingjie Sun ◽

Ziyi Zhou ◽

Guisheng Fan

Keyword(s):

Neural Network ◽

Prediction Method ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

Hierarchical Neural Network

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Neural Network based Software Defect Prediction using Genetic Algorithm and Particle Swarm Optimization

2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT) ◽

10.1109/icasert.2019.8934642 ◽

2019 ◽

Author(s):

Safial Islam Ayon

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Defect Prediction ◽

Software Defect Prediction ◽

Swarm Optimization ◽

Software Defect

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Convolutional Neural Networks over Control Flow Graphs for Software Defect Prediction

2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI) ◽

10.1109/ictai.2017.00019 ◽

2017 ◽

Author(s):

Anh Viet Phan ◽

Minh Le Nguyen ◽

Lam Thu Bui

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Control Flow ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect ◽

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Software defect prediction via transfer learning based neural network

2015 First International Conference on Reliability Systems Engineering (ICRSE) ◽

10.1109/icrse.2015.7366475 ◽

2015 ◽

Author(s):

Qimeng Cao ◽

Qing Sun ◽

Qinghua Cao ◽

Huobin Tan

Keyword(s):

Neural Network ◽

Transfer Learning ◽

Defect Prediction ◽

Software Defect Prediction ◽

Software Defect

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Software Defect Prediction: A Comparison Between Artificial Neural Network and Support Vector Machine

Advanced Computing and Communication Technologies - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-10-4603-2_6 ◽

2017 ◽

pp. 51-61

Author(s):

Ishani Arora ◽

Anju Saha

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Support Vector Machine ◽

Defect Prediction ◽

Support Vector ◽

Software Defect Prediction ◽

Software Defect ◽

Artificial Neural

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Using neural network models in the quality management system for the software defect prediction

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/537/4/042038 ◽

2019 ◽

Vol 537 ◽

pp. 042038

Author(s):

A D Danilov ◽

D A Samotsvet ◽

V M Mugatina

Keyword(s):

Neural Network ◽

Quality Management ◽

Management System ◽

Quality Management System ◽

Network Models ◽

Defect Prediction ◽

Software Defect Prediction ◽

Neural Network Models ◽

Software Defect

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