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2026	COSTAR: Software Code Smell Detection Through Tree-Based Abstract Representation IEEE Transactions on Reliability Praveen Singh Thakur, Mahipal Jadeja, Satyendra Singh Chouhan, Santosh Singh Rathore
2026	Automatic multi-language analysis of SOLID compliance via machine learning algorithms Information and Software Technology Caner Balim, Naim Karasekreter, Özkan Aslan
2026	Systematic Literature Review on Software Code Smell Detection Approaches Journal of Systems and Software Praveen Singh Thakur, Satyendra Singh Chouhan, Santosh Singh Rathore, Jitendra Parmar
2025	A Maintainability Framework to Ensure the Software Quality in Object-Oriented Programming IEEE Access Siti Rochimah, Tiara Rahmania Hadiningrum, Bella Dwi Mardiana, Daniel Oranova Siahaan, Rizky Januar Akbar, Ary Mazharuddin Shiddiqi
2025	2025 20th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP) Phawinee Suphawimon, Tuchsanai Ploysuwan
2025	Anais do XXXIX Simpósio Brasileiro de Engenharia de Software (SBES 2025) Igor Soares de Oliveira, Joanne Carneiro, Jessica Ribas, Juliana Alves Pereira
2025	A Semisupervised Learning Approach for Code Smell Detection SN Computer Science Ishita Kheria, Dhruv Gada, Ruhina Karani
2025	2025 International Conference on Computer Science and Software Engineering (CSASE) Noura Raad Nashaat, Naktal Moiad Edan
2025	QNet: exploring deep learning for quantum code smell detection Software Quality Journal Ruchika Malhotra, Bhawna Jain, Marouane Kessentini
2025	An Empirical Evaluation of Ensemble Models for Python Code Smell Detection Applied Sciences Rajwant Singh Rao, Seema Dewangan, Alok Mishra
2025	Cross-Language Code Smell Detection via Transfer Learning Applied Sciences Rana Sandouka, Hamoud Aljamaan
2025	Enhancing Python Code Smell Detection with Heterogeneous Ensembles International Journal of Software Engineering and Knowledge Engineering Rana Sandouka, Hamoud Aljamaan
2025	2025 IEEE/ACM 22nd International Conference on Mining Software Repositories (MSR) Karthik Shivashankar, Antonio Martini
2024	Proceedings of the 2024 10th International Conference on Robotics and Artificial Intelligence Mohammed Sharraf Uddin, Kazi Zunayed Quader Knobo, Jannatul Ferdoshi, Shabab Abdullah, MD. Aquib Azmain
2024	CoRT: Transformer-based code representations with self-supervision by predicting reserved words for code smell detection Empirical Software Engineering Amal Alazba, Hamoud Aljamaan, Mohammad Alshayeb
2024	Dynamic stacking ensemble for cross-language code smell detection PeerJ Computer Science Hamoud Aljamaan
2024	Automated detection of class diagram smells using self-supervised learning Automated Software Engineering Amal Alazba, Hamoud Aljamaan, Mohammad Alshayeb
2024	2024 IEEE 2nd International Conference on Electrical Engineering, Computer and Information Technology (ICEECIT) Windi Eka Yulia Retnani, Daniel Siahaan, Saiful Bukhori, Tio Dharmawan, Johar Bayu
2024	IDENTIFICATION OF SOFTWARE QUALITY ATTRIBUTES FROM CODE DEFECT PREDICTION: A SYSTEMATIC LITERATURE REVIEW New Trends in Computer Sciences Lukas Rumbutis, Asta Slotkienė, Birutė Pliuskuvienė
2024	CBReT: A Cluster-Based Resampling Technique for dealing with imbalanced data in code smell prediction Knowledge-Based Systems Praveen Singh Thakur, Mahipal Jadeja, Satyendra Singh Chouhan
2024	Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering Beiqi Zhang, Peng Liang, Qiong Feng, Yujia Fu, Zengyang Li
2024	2024 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) Marcus Gerhold, Lola Solovyeva, Vadim Zaytsev
2023	A study of dealing class imbalance problem with machine learning methods for code smell severity detection using PCA-based feature selection technique Scientific Reports Rajwant Singh Rao, Seema Dewangan, Alok Mishra, Manjari Gupta
2023	2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT) G. Saranya, Dibyajyoti Mishra, Vojjala Srikar, Abhilash C, Saketh Dooda