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2025	Topic modeling-based prediction of software defects and root cause using BERTopic, and multioutput classifier Scientific Reports Devi Priya Gottumukkala, Prasad Reddy P.V.G.D, S. Krishna Rao
2025	Industrial applications of artificial intelligence in software defects prediction: Systematic review, challenges, and future works Computers and Electrical Engineering Alfredo Daza, Gonzalo Apaza-Perez, Katherine Samanez-Torres, Juan Benites-Noriega, Orlando Llanos Gonzales, Pablo Cesar Condori-Cutipa
2025	Bug priority prediction using deep ensemble approach Applied Soft Computing P.G.S.M. Dharmakeerthi, R.A.H.M. Rupasingha, B.T.G.S. Kumara
2025	Software defect prediction based on multi-filter wrapper feature selection and deep neural network with attention mechanism Neural Computing and Applications Ruchika Malhotra, Sonali Chawla, Anjali Sharma
2025	2025 International Conference on Networks and Cryptology (NETCRYPT) Jasmeet Kaur, Arvinder Kaur
2025	Use of deep learning in early software bug detection Mehran University Research Journal of Engineering and Technology Syed Mibran Hassan Zaidi, Maria Khan , Mustafa Latif , Ali Akhtar , Sallar Khan
2025	Software defect prediction based on residual/shuffle network optimized by upgraded fish migration optimization algorithm Scientific Reports Zhijing Liu, Tong Su, Michail A. Zakharov, Guoliang Wei, Sangkeum Lee
2025	Review of Techniques for Integrating Security in Software Development Lifecycle Computers, Materials & Continua Hassan Saeed, Imran Shafi, Jamil Ahmad, Adnan Ahmed Khan, Tahir Khurshaid, Imran Ashraf
2025	2025 IEEE/ACM International Workshop on Quantum Software Engineering (Q-SE) Xuan Mao, Zijie Huang, Jianxin Ge, Chao Wang, Wuxu Wang, Lizhi Cai
2025	A Software Defect Prediction Method Using a Multivariate Heterogeneous Hybrid Deep Learning Algorithm Computers, Materials & Continua Guisheng Yin, Qi Fei, Zhian Sun, Haojun Hu
2025	An incremental software defect detection model based on support vector machine Engineering Computations Dorra Zaibi, Maroua Salhi, Khaoula Tbarki, Riadh Ksantini
2025	Just-in-time software defect location for mobile applications based on pre-trained programming encoder model and hierarchical attention network Engineering Applications of Artificial Intelligence Xiaozhi Du, Xue Yuan, Zongbin Qiao
2025	Survey of software defect prediction features Neural Computing and Applications Shaoming Qiu, Bicong E, Jingjie He, Liangyu Liu
2025	DBC-MulBiLSTM: A DistilBERT-CNN Feature Fusion Framework enhanced by multi-head self-attention and BiLSTM for smart contract vulnerability detection Computers and Electrical Engineering Shujiang Xu, Haochen He, Miodrag J. Mihaljević, Shuhui Zhang, Wei Shao, Qizheng Wang
2025	Empirical Analysis of Data Sampling-Based Decision Forest Classifiers for Software Defect Prediction Software Fatima Enehezei Usman-Hamza, Abdullateef Oluwagbemiga Balogun, Hussaini Mamman, Luiz Fernando Capretz, Shuib Basri, Rafiat Ajibade Oyekunle, Hammed Adeleye Mojeed, Abimbola Ganiyat Akintola
2024	Development of Honey Badger-Cat Swarm Optimisation-Based Parallel Cascaded Deep Network for Software Bug Prediction Framework Journal of Information & Knowledge Management Anurag Gupta, Mayank Sharma, Amit Srivastava
2024	2024 IEEE 4th International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA) Shuo Lv, Bixian Cheng, Ji Li, Qing Shen
2024	Prediction of DNA 6mA Methylation Sites Based on Bidirectional Long Short-Term Memory Network and Convolutional Neural Network Hans Journal of Computational Biology 伟高
2024	Cross-Project Defect Prediction Based on Domain Adaptation and LSTM Optimization Algorithms Khadija Javed, Ren Shengbing, Muhammad Asim, Mudasir Ahmad Wani
2024	2024 IEEE 13th International Conference on Communication Systems and Network Technologies (CSNT) Jingdong Wang, Guiwen Ta, Fanqi Meng
2024	DB-CBIL: A DistilBert-Based Transformer Hybrid Model Using CNN and BiLSTM for Software Vulnerability Detection IEEE Access Ahmed Bahaa, Aya El-Rahman Kamal, Hanan Fahmy, Amr S. Ghoneim
2024	LCNN: Lightweight CNN Architecture for Software Defect Feature Identification Using Explainable AI IEEE Access Momotaz Begum, Mehedi Hasan Shuvo, Mostofa Kamal Nasir, Amran Hossain, Mohammad Jakir Hossain, Imran Ashraf, Jia Uddin, Md. Abdus Samad
2024	Lecture Notes in Networks and Systems Aminat T. Bashir, Abdullateef O. Balogun, Matthew O. Adigun, Sunday A. Ajagbe, Luiz Fernando Capretz, Joseph B. Awotunde, Hammed A. Mojeed
2024	A novel deep neural network structure for software fault prediction PeerJ Computer Science Mehrasa Modanlou Jouybari, Alireza Tajary, Mansoor Fateh, Vahid Abolghasemi
2024	Software defect prediction using a bidirectional LSTM network combined with oversampling techniques Cluster Computing Nasraldeen Alnor Adam Khleel, Károly Nehéz
2024	2024 IEEE 24th International Conference on Software Quality, Reliability, and Security Companion (QRS-C) Qiuying Li, Limeng Zhang, Shuo Liu
2023	Proceedings of the 6th International Conference on Information Technologies and Electrical Engineering Xiongwei Qiu, Pengtong Fan, Jiale Ren
2023	Improving Software Quality through Deep Learning: A Comprehensive Literature Study on Error Prediction in Software Development International Journal of Advanced Research in Science, Communication and Technology Amna Shipra, Avaish Ansari
2023	Lecture Notes in Networks and Systems Enjy Khaled Ali, M. M. Eissa, A. Fatma Omara
2023	2023 International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM) S. M. Rifat, Akil Uddin Bhuyain, Md. Shamim Hossain, Md. Solaiman Mia, Mahmuda Rahman
2023	A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method Journal of Intelligent Information Systems Nasraldeen Alnor Adam Khleel, Károly Nehéz
2023	On the use of deep learning in software defect prediction Journal of Systems and Software Görkem Giray, Kwabena Ebo Bennin, Ömer Köksal, Önder Babur, Bedir Tekinerdogan
2023	2023 Intelligent Computing and Control for Engineering and Business Systems (ICCEBS) KS. Bharath, P. Jagadeesh
2022	Software defect prediction via optimal trained convolutional neural network Advances in Engineering Software Dr. S Balasubramaniam, Dr. Shantappa G Gollagi
2022	Cognitive Complexity and Graph Convolutional Approach Over Control Flow Graph for Software Defect Prediction IEEE Access Mansi Gupta, Kumar Rajnish, Vandana Bhattacharjee
2022	Research of Software Defect Prediction Model Based on Complex Network and Graph Neural Network Entropy Mengtian Cui, Songlin Long, Yue Jiang, Xu Na
2022	2022 2nd International Conference on Intelligent Technologies (CONIT) Darshana Tambe, Lata Ragha
2022	Multi-objective prediction for denitration systems in cement: an approach combining process analysis and bi-directional long short-term memory network Environmental Science and Pollution Research Xiaochen Hao, Yinlu Di, Qingquan Xu, Pengfei Liu, Wang Xin
2022	Investigating the impact of vulnerability datasets on deep learning-based vulnerability detectors PeerJ Computer Science Lili Liu, Zhen Li, Yu Wen, Penglong Chen
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