PEDRESCHI, DINO
PEDRESCHI, DINO
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
Explaining Siamese networks in few-shot learning
2024 Fedele, A.; Guidotti, R.; Pedreschi, D.
Human-AI Coevolution
2024 Pedreschi, Dino; Pappalardo, Luca; Ferragina, Emanuele; Baeza-Yates, Ricardo; Barabási, Albert-László; Dignum, Frank; Dignum, Virginia; Eliassi-Rad, Tina; Giannotti, Fosca; Kertész, János; Knott, Alistair; Ioannidis, Yannis; Lukowicz, Paul; Passarella, Andrea; Sandy Pentland, Alex; Shawe-Taylor, John; Vespignani, Alessandro
Explaining siamese Networks in few-shot learning for audio data
2022 Fedele, A.; Guidotti, R.; Pedreschi, D.
How routing strategies impact urban emissions
2022 Cornacchia G.; Bohm M.; Mauro G.; Nanni M.; Pedreschi D.; Pappalardo L.
Interpretable latent space to enable counterfactual explanations
2022 Bodria, F.; Guidotti, R.; Giannotti, F.; Pedreschi, D.
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.
Transparent latent space counterfactual explanations for tabular data
2022 Bodria, F.; Guidotti, R.; Giannotti, F.; Pedreschi, D.
(So) Big Data and the transformation of the city
2020 Andrienko G.; Andrienko N.; Boldrini C.; Caldarelli G.; Cintia P.; Cresci S.; Facchini A.; Giannotti F.; Gionis A.; Guidotti R.; Mathioudakis M.; Muntean C.I.; Pappalardo L.; Pedreschi D.; Pournaras E.; Pratesi F.; Tesconi M.; Trasarti R.
Causal inference for social discrimination reasoning
2020 Qureshi B.; Kamiran F.; Karim A.; Ruggieri S.; Pedreschi D.
Explaining multi-label black-box classifiers for health applications
2020 Panigutti C.; Guidotti R.; Monreale A.; Pedreschi D.
Predicting seasonal influenza using supermarket retail records
2020 Miliou, I; Xiong, X; Rinzivillo, S; Zhang, Q; Rossetti, G; Giannotti, F; Pedreschi, D; Vespignani, A
A survey of methods for explaining black box models
2019 Guidotti R.; Monreale A.; Ruggieri S.; Turini F.; Giannotti F.; Pedreschi D.
A visual analytics platform to measure performance on university entrance tests
2019 Boncoraglio D.; Deri F.; Distefano F.; Fadda D.; Filippi G.; Forte G.; Licari F.; Natilli M.; Pedreschi D.; Rinzivillo S.
Analysis and visualization of performance indicators in university admission tests
2019 Natilli M.; Fadda D.; Rinzivillo S.; Pedreschi D.; Licari F.
Personalized market basket prediction with temporal annotated recurring sequences
2019 Guidotti, R; Rossetti, G; Pappalardo, L; Giannotti, F; Pedreschi, D
The AI black box explanation problem
2019 Guidotti, R; Monreale, A; Pedreschi, D
The italian music superdiversity. Geography, emotion and language: one resource to find them, one resource to rule them all
2019 Pollacci, L; Guidotti, R; Rossetti, G; Giannotti, F; Pedreschi, D
Diffusive Phenomena in Dynamic Networks: a data-driven study
2018 Milli L.; Rossetti G.; Pedreschi D.; Giannotti F.
Discovering Mobility Functional Areas: A Mobility Data Analysis Approach
2018 Gabrielli, L; Fadda, D; Rossetti, G; Nanni, M; Piccinini, L; Pedreschi, D; Giannotti, F; Lattarulo, P
Discovering temporal regularities in retail customers' shopping behavior
2018 Guidotti, R; Gabrielli, L; Monreale, A; Pedreschi, D; Giannotti, F
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Explaining Siamese networks in few-shot learning | 1-gen-2024 | Fedele, A.; Guidotti, R.; Pedreschi, D. | |
| Human-AI Coevolution | 1-gen-2024 | Pedreschi, Dino; Pappalardo, Luca; Ferragina, Emanuele; Baeza-Yates, Ricardo; Barabási, Albert-László; Dignum, Frank; Dignum, Virginia; Eliassi-Rad, Tina; Giannotti, Fosca; Kertész, János; Knott, Alistair; Ioannidis, Yannis; Lukowicz, Paul; Passarella, Andrea; Sandy Pentland, Alex; Shawe-Taylor, John; Vespignani, Alessandro | |
| Explaining siamese Networks in few-shot learning for audio data | 1-gen-2022 | Fedele, A.; Guidotti, R.; Pedreschi, D. | |
| How routing strategies impact urban emissions | 1-gen-2022 | Cornacchia G.; Bohm M.; Mauro G.; Nanni M.; Pedreschi D.; Pappalardo L. | |
| Interpretable latent space to enable counterfactual explanations | 1-gen-2022 | Bodria, F.; Guidotti, R.; Giannotti, F.; Pedreschi, D. | |
| 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. | |
| Transparent latent space counterfactual explanations for tabular data | 1-gen-2022 | Bodria, F.; Guidotti, R.; Giannotti, F.; Pedreschi, D. | |
| (So) Big Data and the transformation of the city | 1-gen-2020 | Andrienko G.; Andrienko N.; Boldrini C.; Caldarelli G.; Cintia P.; Cresci S.; Facchini A.; Giannotti F.; Gionis A.; Guidotti R.; Mathioudakis M.; Muntean C.I.; Pappalardo L.; Pedreschi D.; Pournaras E.; Pratesi F.; Tesconi M.; Trasarti R. | |
| Causal inference for social discrimination reasoning | 1-gen-2020 | Qureshi B.; Kamiran F.; Karim A.; Ruggieri S.; Pedreschi D. | |
| Explaining multi-label black-box classifiers for health applications | 1-gen-2020 | Panigutti C.; Guidotti R.; Monreale A.; Pedreschi D. | |
| Predicting seasonal influenza using supermarket retail records | 1-gen-2020 | Miliou, I; Xiong, X; Rinzivillo, S; Zhang, Q; Rossetti, G; Giannotti, F; Pedreschi, D; Vespignani, A | |
| A survey of methods for explaining black box models | 1-gen-2019 | Guidotti R.; Monreale A.; Ruggieri S.; Turini F.; Giannotti F.; Pedreschi D. | |
| A visual analytics platform to measure performance on university entrance tests | 1-gen-2019 | Boncoraglio D.; Deri F.; Distefano F.; Fadda D.; Filippi G.; Forte G.; Licari F.; Natilli M.; Pedreschi D.; Rinzivillo S. | |
| Analysis and visualization of performance indicators in university admission tests | 1-gen-2019 | Natilli M.; Fadda D.; Rinzivillo S.; Pedreschi D.; Licari F. | |
| Personalized market basket prediction with temporal annotated recurring sequences | 1-gen-2019 | Guidotti, R; Rossetti, G; Pappalardo, L; Giannotti, F; Pedreschi, D | |
| The AI black box explanation problem | 1-gen-2019 | Guidotti, R; Monreale, A; Pedreschi, D | |
| The italian music superdiversity. Geography, emotion and language: one resource to find them, one resource to rule them all | 1-gen-2019 | Pollacci, L; Guidotti, R; Rossetti, G; Giannotti, F; Pedreschi, D | |
| Diffusive Phenomena in Dynamic Networks: a data-driven study | 1-gen-2018 | Milli L.; Rossetti G.; Pedreschi D.; Giannotti F. | |
| Discovering Mobility Functional Areas: A Mobility Data Analysis Approach | 1-gen-2018 | Gabrielli, L; Fadda, D; Rossetti, G; Nanni, M; Piccinini, L; Pedreschi, D; Giannotti, F; Lattarulo, P | |
| Discovering temporal regularities in retail customers' shopping behavior | 1-gen-2018 | Guidotti, R; Gabrielli, L; Monreale, A; Pedreschi, D; Giannotti, F |