11573/1723583 - 2024 -
Towards Non-adversarial Algorithmic Recourse Leemann, T.; Pawelczyk, M.; Prenkaj, B.; Kasneci, G. - 04b Atto di convegno in volume
conference: 2nd World Conference on Explainable Artificial Intelligence, xAI 2024 (La Valletta, Malta)
book: Communications in Computer and Information Science - (9783031637995; 9783031638008)
11573/1723592 - 2024 -
Workshop on Discovering Drift Phenomena in Evolving Data Landscape (DELTA) Piangerelli, M.; Prenkaj, B.; Rotalinti, Y.; Joshi, A.; Stilo, G. - 04b Atto di convegno in volume
conference: 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024 (Barcelona, Spain)
book: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - ()
11573/1704632 - 2024 -
Agnostic Visual Recommendation Systems: Open Challenges and Future Directions Podo, Luca; Prenkaj, Bardh; Velardi, Paola - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1-16 - issn: 1077-2626 - wos: (0) - scopus: (0)
11573/1723542 - 2024 -
Robust Stochastic Graph Generator for Counterfactual Explanations Prado-Romero, M. A.; Prenkaj, B.; Stilo, G. - 04b Atto di convegno in volume
conference: 38th AAAI Conference on Artificial Intelligence, AAAI 2024 (Vancouver, British Columbia, Canada)
book: Proceedings of the AAAI Conference on Artificial Intelligence - ()
11573/1723544 - 2024 -
GRETEL 2.0: Generation and Evaluation of Graph Counterfactual Explanations Evolved Prado-Romero, M. A.; Prenkaj, B.; Stilo, G. - 04b Atto di convegno in volume
conference: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2024 (Vilnius, Lituania)
book: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - (9783031703706; 9783031703713)
11573/1723539 - 2024 -
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation Prado-Romero, M. A.; Prenkaj, B.; Stilo, G.; Giannotti, F. - 01a Articolo in rivista
paper: ACM COMPUTING SURVEYS (ACM / Association for Computing Machinery:1515 Broadway, 17th Floor:New York, NY 10036:(212)869-7440, EMAIL: acmhelp@hq.acm.org, INTERNET: http://www.acm.org, Fax: (212)944-1318) pp. 1-37 - issn: 0360-0300 - wos: WOS:001208811000010 (3) - scopus: 2-s2.0-85191047441 (4)
11573/1723506 - 2024 -
Unifying Evolution, Explanation, and Discernment: A Generative Approach for Dynamic Graph Counterfactuals Prenkaj, Bardh; Villaizan-Vallelado, Mario; Leemann, Tobias; Kasneci, Gjergji - 04b Atto di convegno in volume
conference: ACM International Conference on Knowledge Discovery and Data Mining (Barcelona, Spain)
book: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - (9798400704901)
11573/1699647 - 2023 -
Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection Flaborea, A.; Collorone, L.; D?Amely Di Melendugno, G. M.; D?Arrigo, S.; Prenkaj, B.; Galasso, F. - 04b Atto di convegno in volume
conference: IEEE International Conference on Computer Vision (Paris, France)
book: 2023 IEEE/CVF International Conference on Computer Vision (ICCV) - (979-8-3503-0718-4)
11573/1692564 - 2023 -
Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection Flaborea, Alessandro; Collorone, Luca; D'amely Di Melendugno, Guido Maria; D'arrigo, Stefano; Prenkaj, Bardh; Galasso, Fabio - 04b Atto di convegno in volume
conference: IEEE/CVF International Conference on Computer Vision 2023 (Paris)
book: Proceedings of the IEEE/CVF International Conference on Computer Vision - ()
Flaborea, Alessandro; Prenkaj, Bardh; Munjal, Bharti; Sterpa, Marco Aurelio; Aragona, Dario; Podo, Luca; Galasso, Fabio - 04b Atto di convegno in volume
conference: IEEE Conference on Computer Vision and Pattern Recognition (Vancouver, Canada)
book: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops - (979-8-3503-0249-3)
11573/1699643 - 2023 -
Developing and Evaluating Graph Counterfactual Explanation with GRETEL Prado-Romero, M. A.; Prenkaj, B.; Stilo, G. - 04b Atto di convegno in volume
conference: 16th ACM International Conference on Web Search and Data Mining, WSDM 2023 (Singapore, Singapore)
book: WSDM 2023 - Proceedings of the 16th ACM International Conference on Web Search and Data Mining - (9781450394079)
11573/1660534 - 2023 -
A self-supervised algorithm to detect signs of social isolation in the elderly from daily activity sequences Prenkaj, Bardh; Aragona, Dario; Flaborea, Alessandro; Galasso, Fabio; Gravina, Saverio; Podo, Luca; Reda, Emilia; Velardi, Paola - 01a Articolo in rivista
paper: ARTIFICIAL INTELLIGENCE IN MEDICINE (Amsterdam; Tecklenburg: Burgverlag; Elsevier Science Publishers) pp. 1-13 - issn: 0933-3657 - wos: WOS:000892449400004 (6) - scopus: 2-s2.0-85145439911 (9)
11573/1689672 - 2023 -
Unsupervised Detection of Behavioural Drifts with Dynamic Clustering and Trajectory Analysis Prenkaj, Bardh; Velardi, Paola - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1-14 - issn: 1041-4347 - wos: WOS:001196644600011 (1) - scopus: 2-s2.0-85173316314 (2)
11573/1723517 - 2022 -
Ensemble approaches for Graph Counterfactual Explanations Prado-Romero, M. A.; Prenkaj, B.; Stilo, G.; Celi, A.; Estevanell-Valladares, E.; Valdes-Perez, D. A. - 04b Atto di convegno in volume
conference: 3rd Italian Workshop on Explainable Artificial Intelligence, XAI.it 2022 (Udine, Italia)
book: CEUR Workshop Proceedings - ()
11573/1493780 - 2021 -
CoRoNNa: A Deep Sequential Framework to Predict Epidemic Spread Aragona, Dario; Podo, Luca; Prenkaj, Bardh; Velardi, Paola - 04b Atto di convegno in volume
conference: 36th Annual ACM Symposium on Applied Computing ACM SAC '21 (on-line)
book: Proceedings of the 36th Annual ACM Symposium on Applied Computing https://www.sigapp.org/sac/sac2021/file2021/TOC-Jan29-2021.pdf - ()
11573/1591655 - 2021 -
Latent and sequential prediction of the novel coronavirus epidemiological spread Aragona, Dario; Podo, Luca; Prenkaj, Bardh; Velardi, Paola - 01a Articolo in rivista
paper: APPLIED COMPUTING REVIEW (New York, N.Y. : ACM Press, 1993-) pp. 5-18 - issn: 1559-6915 - wos: WOS:000710462800001 (0) - scopus: (0)
11573/1563450 - 2021 -
Hidden space deep sequential risk prediction on student trajectories Prenkaj, Bardh; Distante, Damiano; Faralli, Stefano; Velardi, Paola - 01a Articolo in rivista
paper: FUTURE GENERATION COMPUTER SYSTEMS ([S.l.] : Elsevier Science) pp. 532-543 - issn: 1872-7115 - wos: WOS:000687964600005 (10) - scopus: 2-s2.0-85110112835 (14)
11573/1699645 - 2021 -
Unsupervised Boosting-Based Autoencoder Ensembles for Outlier Detection Sarvari, H.; Domeniconi, C.; Prenkaj, B.; Stilo, G. - 04b Atto di convegno in volume
conference: Pacific-Asia Conference on Knowledge Discovery and Data Mining (Dehli, India)
book: Advances in Knowledge Discovery and Data Mining. PAKDD 2021 - (978-3-030-75761-8; 978-3-030-75762-5)
11573/1486127 - 2020 -
Challenges and Solutions to the Student Dropout Prediction Problem in Online Courses Prenkaj, B.; Stilo, G.; Madeddu, L. - 04b Atto di convegno in volume
conference: 29th ACM International Conference on Information and Knowledge Management, CIKM 2020 (irl)
book: International Conference on Information and Knowledge Management, Proceedings - (9781450368599)
11573/1435344 - 2020 -
A reproducibility study of deep and surface machine learning methods for human-related trajectory prediction Prenkaj, Bardh; Velardi, Paola; Distante, Damiano; Faralli, Stefano - 04b Atto di convegno in volume
conference: ACM Conference on Information and Knowledge Management (CIKM) (virtual conference)
book: 29th ACM Conference on Information and Knowledge Management (CIKM) - ()
11573/1423249 - 2020 -
A Survey of Machine Learning approaches for Student Dropout Prediction in Online Courses Prenkaj, Bardh; Velardi, Paola; Stilo, Giovanni; Distante, Damiano; Faralli, Stefano - 01a Articolo in rivista
paper: ACM COMPUTING SURVEYS (ACM / Association for Computing Machinery:1515 Broadway, 17th Floor:New York, NY 10036:(212)869-7440, EMAIL: acmhelp@hq.acm.org, INTERNET: http://www.acm.org, Fax: (212)944-1318) pp. - - issn: 0360-0300 - wos: WOS:000582586400012 (51) - scopus: 2-s2.0-85089421048 (79)
11573/1313349 - 2019 -
MIMOSE: multimodal interaction for music orchestration sheet editors: an integrable multimodal music editor interaction system Coletta, A.; De Marsico, M.; Panizzi, E.; Prenkaj, B.; Silvestri, D. - 01a Articolo in rivista
paper: MULTIMEDIA TOOLS AND APPLICATIONS (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. 33041-33068 - issn: 1380-7501 - wos: WOS:000500000600020 (2) - scopus: 2-s2.0-85068165466 (3)
11573/1141410 - 2018 -
House in the (biometric) cloud: a possible application De Marsico, Maria; Nemmi, Eugenio; Prenkaj, Bardh; Saturni, Gabriele - 01a Articolo in rivista
paper: IEEE CLOUD COMPUTING (New York, NY: IEEE Computer Society.) pp. 58-69 - issn: 2325-6095 - wos: WOS:000442319000008 (1) - scopus: 2-s2.0-85057270873 (1)
De Marsico, Maria; Nemmi, Eugenio Nerio; Prenkaj, Bardh; Saturni, Gabriele - 04b Atto di convegno in volume
conference: 19th International Conference on Image Analysis and Processing, ICIAP 2017 (Catania; Italy)
book: New Trends in Image Analysis and Processing – ICIAP 2017 - (9783319707419)