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Software Defect Prediction via Deep Belief Network

Defect distribution prediction is a meaningful topic because software defects are the fundamental cause of many attacks and data loss. Building accurate...
H WeiC ShanHU Changzhen , ... -  电子学报:英文版  -  被引量:  0  -  2019年

Software Defect Prediction via Deep Belief Network

Defect distribution prediction is a meaningful topic because software defects are the fundamental cause of many attacks and data loss. Building accurate...
H WeiC ShanHU Changzhen , ... -  《Chinese Journal ...  -  被引量:  0  -  2019年

Software Defect Prediction via Deep Belief Network

Defect distribution prediction is a meaningful topic because software defects are the fundamental cause of many attacks and data loss. Building accurate...
H WeiC ShanHU Changzhen , ... -  《Chinese Journal ...  -  被引量:  0  -  2019年

Hybrid model with optimization tactics for software defect prediction

In the detection step, a hybrid Long Short-Term Memory (LSTM) and Deep Belief Network (DBN) classifiers are used to predict the defects. To provide ...
SG GollagiS Balasubramaniam  -  《International Jo...  -  被引量:  0  -  2023年

Hybrid model with optimization tactics for software defect prediction

In the detection step, a hybrid Long Short-Term Memory (LSTM) and Deep Belief Network (DBN) classifiers are used to predict the defects. To provide ...
SG GollagiS Balasubramaniam  -  《International Jo...  -  被引量:  0  -  2023年

bjCnet: A contrastive learning-based framework for software defect prediction

Defect prediction based on deep learning is proposed to provide practitioners with reliable and practical tools to determine whether an area of code is ...
J HanC HuangJ Liu  -  《Computers & Secu...  -  被引量:  0  -  2024年

Software Defect Prediction via Generative Adversarial Networks and Pre-Trained Model

Software defect prediction, which aims to predict defective modules during software development, has been implemented to assist developers in identifyin...
W SongL GanT Bao  -  《International Jo...  -  被引量:  0  -  2024年

Software Defect Prediction Using Hybrid Machine Learning Techniques: A Comparative Study

When a customer uses the software, then it is possible to occur defects that can be removed in the updated versions of the software. Hence, in the prese...
H KumarV Saxena  -  《Journal of Softw...  -  被引量:  0  -  2024年

RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm o...

With the proliferation of software programs, predicting defects has become a big concern. Therefore, to overcome this challenge, this research introduce...
AJ AnjuJE Judith  -  《Multimedia Tools...  -  被引量:  0  -  2023年
来源: Springer

Software defect prediction using deep learning

In the process of software development, a defect is often present but hard to detect if the software in development is complex. This could be a problem ...
AIA FaizinE SuhartoAP Widodo , ... -  《Aip Conference P...  -  被引量:  0  -  2023年

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