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Bardh Prenkaj
Bardh Prenkaj
Verified email at di.uniroma1.it - Homepage
Title
Cited by
Cited by
Year
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
992020
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
252021
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
212020
A survey on graph counterfactual explanations: definitions, methods, evaluation
MA Prado-Romero, B Prenkaj, G Stilo, F Giannotti
ACM Computing Surveys, 2022
20*2022
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
172021
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
102020
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
62023
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
62023
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
42023
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
32023
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
32022
CoRoNNa a deep sequential framework to predict epidemic spread
D Aragona, L Podo, B Prenkaj, P Velardi
Proceedings of the 36th Annual ACM Symposium on Applied Computing, 10-17, 2021
32021
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
32017
Agnostic Visual Recommendation Systems: Open Challenges and Future Directions
L Podo, B Prenkaj, P Velardi
IEEE Transactions on Visualization and Computer Graphics, 2024
2*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
22023
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
22019
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes
B Prenkaj, M Villaizan-Vallelado, T Leemann, G Kasneci
arXiv preprint arXiv:2308.02353, 2023
12023
House in the (biometric) cloud: a possible application
M De Marsico, E Nemmi, B Prenkaj, G Saturni
IEEE Cloud Computing 5 (4), 58-69, 2018
12018
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
2024
Towards Non-Adversarial Algorithmic Recourse
T Leemann, M Pawelczyk, B Prenkaj, G Kasneci
arXiv preprint arXiv:2403.10330, 2024
2024
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