GIANNOTTI, FOSCA
GIANNOTTI, FOSCA
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
Co-design of human-centered, explainable AI for clinical decision support
2023 Panigutti, C; Beretta, A; Fadda, D; Giannotti, F; Pedreschi, D; Perotti, A; Rinzivillo, S
Dense Hebbian neural networks: a replica symmetric picture of unsupervised learning
2023 Agliari, E; Albanese, L; Alemanno, F; Alessandrelli, A; Barra, A; Giannotti, F; Lotito, D; Pedreschi, D
Origin and destination attachment: study of cultural integration on Twitter
2022 Kim J.; Sirbu A.; Giannotti F.; Rossetti G.; Rapoport H.
Stable and actionable explanations of black-box models through factual and counterfactual rules
2022 Guidotti, R.; Monreale, A.; Ruggieri, S.; Naretto, F.; Turini, F.; Pedreschi, D.; Giannotti, F.
Understanding peace through the world news
2022 Voukelatou, V; Miliou, I; Giannotti, F; Pappalardo, L
Correction to: Human migration: the big data perspective
2021 Sîrbu, A.; Andrienko, G.; Andrienko, N.; Boldrini, C.; Conti, M.; Giannotti, F.; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C. I.; Pappalardo, L.; Passarella, A.; Pedreschi, D.; Pollacci, L.; Pratesi, F.; Sharma, R.
Data Science: a game changer for science and innovation
2021 Grossi, V; Giannotti, F; Pedreschi, D; Manghi, P; Pagano, P; Assante, M
Ethics of smart cities: towards value-sensitive design and co-evolving city life
2021 Helbing, D; Fanitabasi, F; Giannotti, F; Hanggli, R; Hausladen, Ci; van den Hoven, J; Mahajan, S; Pedreschi, D; Pournaras, E
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
2021 Nanni, M; Andrienko, G; Barabasi, Al; Boldrini, C; Bonchi, F; Cattuto, C; Chiaromonte, F; Comande, G; Conti, M; Cote, M; Dignum, F; Dignum, V; Domingoferrer, J; Ferragina, P; Giannotti, F; Guidotti, R; Helbing, D; Kaski, K; Kertesz, J; Lehmann, S; Lepri, B; Lukowicz, P; Matwin, S; Jimenez, Dm; Monreale, A; Morik, K; Oliver, N; Passarella, A; Passerini, A; Pedreschi, D; Pentland, A; Pianesi, F; Pratesi, F; Rinzivillo, S; Ruggieri, S; Siebes, A; Torra, V; Trasarti, R; Hoven, J; Vespignani, A
GLocalX - From local to global explanations of black box AI models
2021 Setzu, M.; Guidotti, R.; Monreale, A.; Turini, F.; Pedreschi, D.; Giannotti, F.
Predicting seasonal influenza using supermarket retail records
2021 Miliou, I; Xiong, X; Rinzivillo, S; Zhang, Q; Rossetti, G; Giannotti, F; Pedreschi, D; Vespignani, A
Authenticated Outlier Mining for Outsourced Databases
2020 Dong, B; Wang, H; Monreale, A; Pedreschi, D; Giannotti, F; Guo, W
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
2020 Nanni M.; Andrienko G.; Barabasi A.L.; Boldrini C.; Bonchi F.; Cattuto C.; Chiaromonte F.; Comandé G.; Conti M.; Coté M.; Dignum F.; Dignum V.; DomingoFerrer J.; Ferragina P.; Giannotti F.; Guidotti R.; Helbing D.; Kaski K.; Kertesz J.; Lehmann S.; Lepri B.; Lukowicz P.; Matwin S.; Jimenez D.; Monreale A.; Morik K.; Oliver N.; Passarella A.; Passerini A.; Pedreschi D.; Pentland A.; Pianesi F.; Pratesi F.; Rinzivillo S.; Ruggieri S.; Siebes A.; Torra V.; Trasarti R.; Van Den Hoven J.; Vespignani A.
Human migration: the big data perspective
2020 Sîrbu, A; Andrienko, G; Andrienko, N; Boldrini, C; Conti, M; Giannotti, F; Guidotti, R; Bertoli, S; Kim, J; Muntean, Ci; Pappalardo, L; Passarella, A; Pedreschi, D; Pollacci, L; Pratesi, F; Sharma, R
A public data set of spatio-temporal match events in soccer competitions
2019 Pappalardo, L; Cintia, P; Rossi, A; Massucco, E; Ferragina, P; Pedreschi, D; Giannotti, F
A survey of methods for explaining black box models
2019 Guidotti R.; Monreale A.; Ruggieri S.; Turini F.; Giannotti F.; Pedreschi D.
Algorithmic bias amplifies opinion fragmentation and polarization: a bounded confidence model
2019 Sirbu, A.; Pedreschi, D.; Giannotti, F.; Kertesz, J.
Factual and counterfactual explanations for black box decision making
2019 Guidotti, R; Monreale, A; Giannotti, F; Pedreschi, D; Ruggieri, S; Turini, F
Personalized market basket prediction with temporal annotated recurring sequences
2019 Guidotti, R; Rossetti, G; Pappalardo, L; Giannotti, F; Pedreschi, D
PlayeRank: data-driven performance evaluation and player ranking in Soccer via a machine learning approach
2019 Pappalardo, L; Cintia, P; Ferragina, P; Massucco, E; Pedreschi, D; Giannotti, F
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Co-design of human-centered, explainable AI for clinical decision support | 1-gen-2023 | Panigutti, C; Beretta, A; Fadda, D; Giannotti, F; Pedreschi, D; Perotti, A; Rinzivillo, S | |
| Dense Hebbian neural networks: a replica symmetric picture of unsupervised learning | 1-gen-2023 | Agliari, E; Albanese, L; Alemanno, F; Alessandrelli, A; Barra, A; Giannotti, F; Lotito, D; Pedreschi, D | |
| Origin and destination attachment: study of cultural integration on Twitter | 1-gen-2022 | Kim J.; Sirbu A.; Giannotti F.; Rossetti G.; Rapoport H. | |
| Stable and actionable explanations of black-box models through factual and counterfactual rules | 1-gen-2022 | Guidotti, R.; Monreale, A.; Ruggieri, S.; Naretto, F.; Turini, F.; Pedreschi, D.; Giannotti, F. | |
| Understanding peace through the world news | 1-gen-2022 | Voukelatou, V; Miliou, I; Giannotti, F; Pappalardo, L | |
| Correction to: Human migration: the big data perspective | 1-gen-2021 | Sîrbu, A.; Andrienko, G.; Andrienko, N.; Boldrini, C.; Conti, M.; Giannotti, F.; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C. I.; Pappalardo, L.; Passarella, A.; Pedreschi, D.; Pollacci, L.; Pratesi, F.; Sharma, R. | |
| Data Science: a game changer for science and innovation | 1-gen-2021 | Grossi, V; Giannotti, F; Pedreschi, D; Manghi, P; Pagano, P; Assante, M | |
| Ethics of smart cities: towards value-sensitive design and co-evolving city life | 1-gen-2021 | Helbing, D; Fanitabasi, F; Giannotti, F; Hanggli, R; Hausladen, Ci; van den Hoven, J; Mahajan, S; Pedreschi, D; Pournaras, E | |
| Give more data, awareness and control to individual citizens, and they will help COVID-19 containment | 1-gen-2021 | Nanni, M; Andrienko, G; Barabasi, Al; Boldrini, C; Bonchi, F; Cattuto, C; Chiaromonte, F; Comande, G; Conti, M; Cote, M; Dignum, F; Dignum, V; Domingoferrer, J; Ferragina, P; Giannotti, F; Guidotti, R; Helbing, D; Kaski, K; Kertesz, J; Lehmann, S; Lepri, B; Lukowicz, P; Matwin, S; Jimenez, Dm; Monreale, A; Morik, K; Oliver, N; Passarella, A; Passerini, A; Pedreschi, D; Pentland, A; Pianesi, F; Pratesi, F; Rinzivillo, S; Ruggieri, S; Siebes, A; Torra, V; Trasarti, R; Hoven, J; Vespignani, A | |
| GLocalX - From local to global explanations of black box AI models | 1-gen-2021 | Setzu, M.; Guidotti, R.; Monreale, A.; Turini, F.; Pedreschi, D.; Giannotti, F. | |
| Predicting seasonal influenza using supermarket retail records | 1-gen-2021 | Miliou, I; Xiong, X; Rinzivillo, S; Zhang, Q; Rossetti, G; Giannotti, F; Pedreschi, D; Vespignani, A | |
| Authenticated Outlier Mining for Outsourced Databases | 1-gen-2020 | Dong, B; Wang, H; Monreale, A; Pedreschi, D; Giannotti, F; Guo, W | |
| Give more data, awareness and control to individual citizens, and they will help COVID-19 containment | 1-gen-2020 | Nanni M.; Andrienko G.; Barabasi A.L.; Boldrini C.; Bonchi F.; Cattuto C.; Chiaromonte F.; Comandé G.; Conti M.; Coté M.; Dignum F.; Dignum V.; DomingoFerrer J.; Ferragina P.; Giannotti F.; Guidotti R.; Helbing D.; Kaski K.; Kertesz J.; Lehmann S.; Lepri B.; Lukowicz P.; Matwin S.; Jimenez D.; Monreale A.; Morik K.; Oliver N.; Passarella A.; Passerini A.; Pedreschi D.; Pentland A.; Pianesi F.; Pratesi F.; Rinzivillo S.; Ruggieri S.; Siebes A.; Torra V.; Trasarti R.; Van Den Hoven J.; Vespignani A. | |
| Human migration: the big data perspective | 1-gen-2020 | Sîrbu, A; Andrienko, G; Andrienko, N; Boldrini, C; Conti, M; Giannotti, F; Guidotti, R; Bertoli, S; Kim, J; Muntean, Ci; Pappalardo, L; Passarella, A; Pedreschi, D; Pollacci, L; Pratesi, F; Sharma, R | |
| A public data set of spatio-temporal match events in soccer competitions | 1-gen-2019 | Pappalardo, L; Cintia, P; Rossi, A; Massucco, E; Ferragina, P; Pedreschi, D; Giannotti, F | |
| A survey of methods for explaining black box models | 1-gen-2019 | Guidotti R.; Monreale A.; Ruggieri S.; Turini F.; Giannotti F.; Pedreschi D. | |
| Algorithmic bias amplifies opinion fragmentation and polarization: a bounded confidence model | 1-gen-2019 | Sirbu, A.; Pedreschi, D.; Giannotti, F.; Kertesz, J. | |
| Factual and counterfactual explanations for black box decision making | 1-gen-2019 | Guidotti, R; Monreale, A; Giannotti, F; Pedreschi, D; Ruggieri, S; Turini, F | |
| Personalized market basket prediction with temporal annotated recurring sequences | 1-gen-2019 | Guidotti, R; Rossetti, G; Pappalardo, L; Giannotti, F; Pedreschi, D | |
| PlayeRank: data-driven performance evaluation and player ranking in Soccer via a machine learning approach | 1-gen-2019 | Pappalardo, L; Cintia, P; Ferragina, P; Massucco, E; Pedreschi, D; Giannotti, F |