| A survey of machine learning approaches for student dropout prediction in online courses B Prenkaj, P Velardi, G Stilo, D Distante, S Faralli ACM Computing Surveys (CSUR) 53 (3), 1-34, 2020 | 131 | 2020 |
| A survey on graph counterfactual explanations: definitions, methods, evaluation MA Prado-Romero, B Prenkaj, G Stilo, F Giannotti ACM Computing Surveys, 2022 | 48* | 2022 |
| Multimodal motion conditioned diffusion model for skeleton-based video anomaly detection A Flaborea, L Collorone, GMDA Di Melendugno, S D'Arrigo, B Prenkaj, ... Proceedings of the IEEE/CVF international conference on computer vision …, 2023 | 46 | 2023 |
| Unsupervised boosting-based autoencoder ensembles for outlier detection H Sarvari, C Domeniconi, B Prenkaj, G Stilo Pacific-Asia Conference on Knowledge Discovery and Data Mining, 91-103, 2021 | 31 | 2021 |
| Challenges and solutions to the student dropout prediction problem in online courses B Prenkaj, G Stilo, L Madeddu Proceedings of the 29th acm international conference on information …, 2020 | 22 | 2020 |
| Hidden space deep sequential risk prediction on student trajectories B Prenkaj, D Distante, S Faralli, P Velardi Future Generation Computer Systems 125, 532-543, 2021 | 20 | 2021 |
| A self-supervised algorithm to detect signs of social isolation in the elderly from daily activity sequences B Prenkaj, D Aragona, A Flaborea, F Galasso, S Gravina, L Podo, E Reda, ... Artificial Intelligence in Medicine 135, 102454, 2023 | 18 | 2023 |
| A reproducibility study of deep and surface machine learning methods for human-related trajectory prediction B Prenkaj, P Velardi, D Distante, S Faralli Proceedings of the 29th ACM International Conference on Information …, 2020 | 12 | 2020 |
| Agnostic visual recommendation systems: Open challenges and future directions L Podo, B Prenkaj, P Velardi IEEE Transactions on Visualization and Computer Graphics, 2024 | 9* | 2024 |
| Developing and evaluating graph counterfactual explanation with GRETEL MA Prado-Romero, B Prenkaj, G Stilo Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 8 | 2023 |
| Are we certain it's anomalous? A Flaborea, B Prenkaj, B Munjal, MA Sterpa, D Aragona, L Podo, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 7 | 2023 |
| Unsupervised Detection of Behavioural Drifts with Dynamic Clustering and Trajectory Analysis B Prenkaj, P Velardi IEEE Transactions on Knowledge and Data Engineering, 2023 | 6 | 2023 |
| Robust stochastic graph generator for counterfactual explanations MA Prado-Romero, B Prenkaj, G Stilo Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21518 …, 2024 | 4 | 2024 |
| Is My Data Safe? Predicting Instance-Level Membership Inference Success for White-box and Black-box Attacks T Leemann, B Prenkaj, G Kasneci ICML 2024 Next Generation of AI Safety Workshop, 2024 | 4 | 2024 |
| Revisiting CounteRGAN for Counterfactual Explainability of Graphs MA Prado-Romero, B Prenkaj, G Stilo The First Tiny Papers Track at {ICLR} 2023, Tiny Papers @ {ICLR} 2023 …, 2023 | 4 | 2023 |
| MIMOSE: multimodal interaction for music orchestration sheet editors: An integrable multimodal music editor interaction system A Coletta, M De Marsico, E Panizzi, B Prenkaj, D Silvestri Multimedia Tools and Applications 78 (23), 33041-33068, 2019 | 4 | 2019 |
| A smart peephole on the cloud M De Marsico, E Nemmi, B Prenkaj, G Saturni New Trends in Image Analysis and Processing–ICIAP 2017: ICIAP International …, 2017 | 4 | 2017 |
| Semantically Guided Representation Learning For Action Anticipation A Diko, D Avola, B Prenkaj, F Fontana, L Cinque European Conference on Computer Vision 2024, 448-466, 2024 | 3 | 2024 |
| Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes B Prenkaj, M Villaizan-Vallelado, T Leemann, G Kasneci Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 3 | 2023 |
| Ensemble Approaches for Graph Counterfactual Explanations. MA Prado-Romero, B Prenkaj, G Stilo, A Celi, EL Estevanell-Valladares, ... XAI. it@ AI* IA, 88-97, 2022 | 3 | 2022 |
Giovanni StiloAssociate Professor, Dep. of Computer ScienceVerified email at univaq.it