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PEDRESCHI, DINO

PEDRESCHI, DINO  

Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI  

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Titolo Data di pubblicazione Autore(i) File
Explaining Siamese networks in few-shot learning 1-gen-2024 Fedele, A.; Guidotti, R.; Pedreschi, D.
Explaining siamese Networks in few-shot learning for audio data 1-gen-2022 Fedele, A.; Guidotti, R.; Pedreschi, D.
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.
An ethico-legal framework for social data science (International Journal of Data Science and Analytics, (2021), 11, 4, (377-390), 10.1007/s41060-020-00211-7) 1-gen-2021 Forgo, N.; Hanold, S.; van den Hoven, J.; Krugel, T.; Lishchuk, I.; Mahieu, R.; Monreale, A.; Pedreschi, D.; Pratesi, F.; van Putten, D.
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.
(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