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- Giovanni Stilo
![[0000-0002-2092-0213]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-2092-0213")
University of L'Aquila, Italy
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Publication search results
found 89 matches
- 2024
- Mario Alfonso Prado-Romero
, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti:
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges. ACM Comput. Surv. 56(7): 171:1-171:37 (2024) - Andrea D'Angelo, Giordano d'Aloisio, Francesca Marzi, Antinisca Di Marco, Giovanni Stilo:
Uncovering gender gap in academia: A comprehensive analysis within the software engineering community. J. Syst. Softw. 217: 112162 (2024) - Davide Bacciu, Federico Errica, Alessio Gravina, Lorenzo Madeddu, Marco Podda, Giovanni Stilo:
Deep Graph Networks for Drug Repurposing With Multi-Protein Targets. IEEE Trans. Emerg. Top. Comput. 12(1): 177-189 (2024) - Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
Robust Stochastic Graph Generator for Counterfactual Explanations. AAAI 2024: 21518-21526 - Marco Piangerelli, Bardh Prenkaj, Ylenia Rotalinti, Ananya Joshi, Giovanni Stilo:
Workshop on Discovering Drift Phenomena in Evolving Data Landscape (DELTA). KDD 2024: 6731-6732 - Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
GRETEL 2.0: Generation and Evaluation of Graph Counterfactual Explanations Evolved. ECML/PKDD (8) 2024: 363-367 - Luca Traini, Jessica Léone, Giovanni Stilo, Antinisca Di Marco:
VAMP: Visual Analytics for Microservices Performance. SAC 2024: 1209-1218 - Luca Traini, Jessica Léone, Giovanni Stilo, Antinisca Di Marco:
VAMP: Visual Analytics for Microservices Performance. CoRR abs/2404.14273 (2024) - 2023
- Giordano d'Aloisio, Andrea D'Angelo, Antinisca Di Marco, Giovanni Stilo:
Debiaser for Multiple Variables to enhance fairness in classification tasks. Inf. Process. Manag. 60(2): 103226 (2023) - Andrea Bianchi, Antinisca Di Marco, Francesca Marzi, Giovanni Stilo, Cristina Pellegrini, Stefano Masi, Alessandro Mengozzi, Agostino Virdis, Marco Salvatore Nobile, Marta Simeoni:
Trustworthy Machine Learning Predictions to Support Clinical Research and Decisions. CBMS 2023: 231-234 - Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Fourth International Workshop on Algorithmic Bias in Search and Recommendation (Bias 2023). ECIR (3) 2023: 373-376 - Francesca Marzi, Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo:
Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development. ECSA (Tracks, Workshops and Doctoral Symposium) 2023: 169-184 - Giordano d'Aloisio, Andrea D'Angelo, Francesca Marzi, Diana Di Marco, Giovanni Stilo, Antinisca Di Marco:
Data-Driven Analysis of Gender Fairness in the Software Engineering Academic Landscape. ECSA (Tracks, Workshops and Doctoral Symposium) 2023: 89-103 - Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo:
Democratizing Quality-Based Machine Learning Development through Extended Feature Models. FASE 2023: 88-110 - Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
Revisiting CounteRGAN for Counterfactual Explainability of Graphs. Tiny Papers @ ICLR 2023 - Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
Developing and Evaluating Graph Counterfactual Explanation with GRETEL. WSDM 2023: 1180-1183 - Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Advances in Bias and Fairness in Information Retrieval - 4th International Workshop, BIAS 2023, Dublin, Ireland, April 2, 2023, Revised Selected Papers. Communications in Computer and Information Science 1840, Springer 2023, ISBN 978-3-031-37248-3 [contents] - Francesca Marzi, Giordano d'Aloisio, Antinisca Di Marco, Giovanni Stilo:
Towards a Prediction of Machine Learning Training Time to Support Continuous Learning Systems Development. CoRR abs/2309.11226 (2023) - Giordano d'Aloisio, Andrea D'Angelo, Francesca Marzi, Diana Di Marco, Giovanni Stilo, Antinisca Di Marco:
Data-Driven Analysis of Gender Fairness in the Software Engineering Academic Landscape. CoRR abs/2309.11239 (2023) - Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo:
Robust Stochastic Graph Generator for Counterfactual Explanations. CoRR abs/2312.11747 (2023) - 2022
- Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Guest editorial of the IPM special issue on algorithmic bias and fairness in search and recommendation. Inf. Process. Manag. 59(1): 102791 (2022) - Lucia Cavallaro, Stefania Costantini, Pasquale De Meo, Antonio Liotta, Giovanni Stilo:
Network Connectivity Under a Probabilistic Node Failure Model. IEEE Trans. Netw. Sci. Eng. 9(4): 2463-2480 (2022) - Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Alessandro Celi, Ernesto Luis Estevanell-Valladares, Daniel Alejandro Valdés Pérez:
Ensemble Approaches for Graph Counterfactual Explanations. XAI.it@AI*IA 2022: 88-97 - Giordano d'Aloisio, Giovanni Stilo, Antinisca Di Marco, Andrea D'Angelo:
Enhancing Fairness in Classification Tasks with Multiple Variables: A Data- and Model-Agnostic Approach. BIAS 2022: 117-129 - Mario Alfonso Prado-Romero, Giovanni Stilo:
GRETEL: Graph Counterfactual Explanation Evaluation Framework. CIKM 2022: 4389-4393 - Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Third International Workshop on Algorithmic Bias in Search and Recommendation (BIAS@ECIR2022). ECIR (2) 2022: 547-551 - Andrea Bianchi, Giordano d'Aloisio, Andrea D'Angelo, Antinisca Di Marco, Alessandro Di Matteo, Jessica Léone, Giulia Scoccia, Giovanni Stilo, Luca Traini:
DIORAMA: Digital twIn fOR sustAinable territorial MAnagement. itaDATA 2022: 144-155 - Bahne Christiansen, Uwe Neuhaus, Michael Schulz, Adrian Hargreaves, Antinisca Di Marco, Guido Proietti, Fabrizio Rossi, Giovanni Stilo, Mark H. Haney, Andrew Duncan, Daniele Tessera, Tilman Todt, Andreas Brandenberg, Patricia Feubli:
A Manifesto for Applied Data Science - Reasoning from a Business Perspective. itaDATA 2022: 123-131 - Gian Luca Scoccia, Marco Autili, Giovanni Stilo, Paola Inverardi:
An empirical study of privacy labels on the Apple iOS mobile app store. MOBILESoft 2022: 114-124 - Ludovico Boratto, Stefano Faralli, Mirko Marras, Giovanni Stilo:
Advances in Bias and Fairness in Information Retrieval - Third International Workshop, BIAS 2022, Stavanger, Norway, April 10, 2022, Revised Selected Papers. Communications in Computer and Information Science 1610, Springer 2022, ISBN 978-3-031-09315-9 [contents]
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