| Graph-based root cause analysis for service-oriented and microservice architectures Á Brandón, M Solé, A Huélamo, D Solans, MS Pérez, V Muntés-Mulero Journal of Systems and Software 159, 110432, 2020 | 85 | 2020 |
| Poisoning attacks on algorithmic fairness D Solans, B Biggio, C Castillo Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020 | 81 | 2020 |
| Root cause analysis for sequences of datacenter states MS Simo, JF Llagostera, DS Charles, DS Noguero, AH Segura, ... US Patent App. 15/392,515, 2018 | 41 | 2018 |
| Descriptive datacenter state comparison JF Llagostera, DS Noguero, DS Charles, AH Segura, MS Simo, ... US Patent 10,423,647, 2019 | 39 | 2019 |
| ALOHA: an architectural-aware framework for deep learning at the edge P Meloni, D Loi, G Deriu, AD Pimentel, D Sapra, B Moser, N Shepeleva, ... Proceedings of the workshop on INTelligent embedded systems architectures …, 2018 | 17 | 2018 |
| Graph-based root cause analysis V Muntés-Mulero, MS Simó, DS Noguero, AH Segura US Patent App. 15/933,263, 2019 | 12 | 2019 |
| Automatic datacenter state summarization DS Noguero, JF Llagostera, AH Segura, VM Mulero, DS Charles, ... US Patent 10,346,450, 2019 | 9 | 2019 |
| Comparing equity and effectiveness of different algorithms in an application for the room rental market D Solans, F Fabbri, C Calsamiglia, C Castillo, F Bonchi Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 978-988, 2021 | 7 | 2021 |
| Method and system for predicting future states of a datacenter DS Charles, JF Llagostera, AH Segura, VM Mulero, DS Noguero, ... US Patent App. 15/392,565, 2018 | 6 | 2018 |
| Reducing search space for graph similarity calculations V Muntés-Mulero, MS Simó, DS Noguero, AH Segura US Patent App. 15/933,303, 2019 | 5 | 2019 |
| Gender bias when using artificial intelligence to assess anorexia nervosa on social media: data-driven study D Solans Noguero, D Ramírez-Cifuentes, EA Ríssola, A Freire Journal of Medical Internet Research 25, e45184, 2023 | 4 | 2023 |
| Architecture-aware design and implementation of CNN algorithms for embedded inference: the ALOHA project P Meloni, D Loi, G Deriu, AD Pimentel, D Saprat, M Pintort, B Biggio, ... 2018 30th International Conference on Microelectronics (ICM), 52-55, 2018 | 3 | 2018 |
| Human Response to an AI-Based Decision Support System: A User Study on the Effects of Accuracy and Bias D Solans, A Beretta, M Portela, C Castillo, A Monreale arXiv preprint arXiv:2203.15514, 2022 | 2 | 2022 |
| Gender disparities in child custody sentencing in Spain: a data driven analysis J Riera, D Solans, M Karimi-Haghighi, C Castillo, C Calsamiglia Proceedings of the Nineteenth International Conference on Artificial …, 2023 | 1 | 2023 |
| Learning to Classify Morals and Conventions: Artificial Intelligence in Terms of the Economics of Convention D Solans, C Tauchmann, A Farrell, K Kappler, HH Huber, C Castillo, ... Proceedings of the International AAAI Conference on Web and Social Media 15 …, 2021 | 1 | 2021 |
| Task-Specific Automation in Deep Learning Processes G Buchgeher, G Czech, AS Ribeiro, W Kloihofer, P Meloni, P Busia, ... Database and Expert Systems Applications-DEXA 2021 Workshops: BIOKDD, IWCFS …, 2021 | 1 | 2021 |
| Speech Robust Bench: A Robustness Benchmark For Speech Recognition MA Shah, DS Noguero, MA Heikkila, N Kourtellis arXiv preprint arXiv:2403.07937, 2024 | | 2024 |
| Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset D Katare, DS Noguero, S Park, N Kourtellis, M Janssen, AY Ding arXiv preprint arXiv:2401.10397, 2024 | | 2024 |
| Algorithmic fairness in practice: data, models, and interactions D Solans Universitat Pompeu Fabra, 2022 | | 2022 |
| State information completion using context graphs JF Llagostera, DS Noguero, DS Charles, AH Segura, MS Simo, ... US Patent 10,320,636, 2019 | | 2019 |
Battista BiggioFull Professor at University of Cagliari, Co-Founder of Pluribus OneVerified email at unica.it
