2023
Ioana-Gabriela Chelaru – “An unsupervised learning-based methodology for uncovering behavioural patterns for specific types of software defects” (video), The 27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2023)
Anamaria Briciu – “A study on the relevance of semantic features extracted using BERT-based language models for enhancing the performance of software defect classifiers” (video) The 27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2023)
2022
Mihaiela Lupea, Anamaria Briciu, Istvan-Gergely Czibula, Gabriela Czibula – “SoftId: An autoencoder-based one-class classification model for software authorship identification“ (video), 26th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2022), September 7-9, 2022.
2021
Anamaria Briciu, Gabriela Czibula, Mihaiela Lupea – “AutoAt: A deep autoencoder-based classification model for supervised authorship attribution“ (video), 25th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2021), September 8-10, 2021.
Vlad-Ioan Tomescu, Gabriela Czibula, Ștefan Nițică – “A study on using deep autoencoders for imbalanced binary classification“ (video), 25th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2021), September 8-10, 2021.
George Ciubotariu, Vlad-Ioan Tomescu, Gabriela Czibula – “Enhancing the performance of image classification through features automatically learned from depth-maps“, 13th International Conference on Computer Vision Systems, September 22-24, 2021.
Diana-Lucia Miholca – “New Conceptual Cohesion Metrics: Assessment for Software Defect Prediction“, 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2021), December 7-10, 2021.