TURINI, FRANCO
TURINI, FRANCO
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
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.
A survey of methods for explaining black box models
2019 Guidotti R.; Monreale A.; Ruggieri S.; Turini F.; Giannotti F.; Pedreschi D.
Local rule-based explanations of black box decision systems
2018 Guidotti R.; Monreale A.; Ruggieri S.; Pedreschi D.; Turini F.; Giannotti F.
Open the black box data-driven explanation of black box decision systems
2018 Pedreschi D.; Giannotti F.; Guidotti R.; Monreale A.; Pappalardo L.; Ruggieri S.; Turini F.
Clustering formulation using constraint optimization
2015 Grossi V.; Monreale A.; Nanni M.; Pedreschi D.; Turini F.
Discrimination discovery in scientific project evaluation: a case study
2013 Romei A.; Ruggieri S.; Turini F.
The discovery of discrimination
2013 Pedreschi, D; Ruggieri, S; Turini, F
What else can be extracted from ontologies? Influence rules
2013 Furletti, B; Turini, F
Knowledge discovery in ontologies
2012 Furletti, B; Turini, F
Mining Bayesian networks out of ontologies
2012 Bellandi, A; Turini, F
Stream mining: a novel architecture for ensemble-based classification.
2012 Grossi V.; Turini F.
k-NN as an implementation of situation testing for discrimination discovery and prevention
2011 Luong, Binh Thanh; Ruggieri, Salvatore; Turini, Franco
Mining influence rules out of ontologies
2011 Furletti B.; Turini F.
Data mining for discrimination discovery
2010 Pedreschi D.; Ruggieri S.; Turini F.
DCUBE: Discrimination Discovery in Databases
2010 Pedreschi D.; Turini F.; Ruggieri S.
Integrating induction and deduction for finding evidence of discrimination
2010 Pedreschi, D; Turini, F; Ruggieri, S
An Application of Advanced Spatio-Temporal Formalisms to Behavioural Ecology
2008 A. Raffaetà; T. Ceccarelli; D. Centeno; F. Giannotti; A. Massolo; C. Parent; C. Renso; S. Spaccapietra; F. Turini
Discrimination-aware data mining
2008 Pedreschi, D; Ruggieri, S; Turini, F
Knowledge Discovery from Geographical Data
2007 Rinzivillo S.; Turini F.; Bogorny V.; Komer C.; Kuijpers B.; May M.
Knowledge discovery from spatial transactions
2007 Rinzivillo, S; Turini, F
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 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. | |
| A survey of methods for explaining black box models | 1-gen-2019 | Guidotti R.; Monreale A.; Ruggieri S.; Turini F.; Giannotti F.; Pedreschi D. | |
| Local rule-based explanations of black box decision systems | 1-gen-2018 | Guidotti R.; Monreale A.; Ruggieri S.; Pedreschi D.; Turini F.; Giannotti F. | |
| Open the black box data-driven explanation of black box decision systems | 1-gen-2018 | Pedreschi D.; Giannotti F.; Guidotti R.; Monreale A.; Pappalardo L.; Ruggieri S.; Turini F. | |
| Clustering formulation using constraint optimization | 1-gen-2015 | Grossi V.; Monreale A.; Nanni M.; Pedreschi D.; Turini F. | |
| Discrimination discovery in scientific project evaluation: a case study | 1-gen-2013 | Romei A.; Ruggieri S.; Turini F. | |
| The discovery of discrimination | 1-gen-2013 | Pedreschi, D; Ruggieri, S; Turini, F | |
| What else can be extracted from ontologies? Influence rules | 1-gen-2013 | Furletti, B; Turini, F | |
| Knowledge discovery in ontologies | 1-gen-2012 | Furletti, B; Turini, F | |
| Mining Bayesian networks out of ontologies | 1-gen-2012 | Bellandi, A; Turini, F | |
| Stream mining: a novel architecture for ensemble-based classification. | 1-gen-2012 | Grossi V.; Turini F. | |
| k-NN as an implementation of situation testing for discrimination discovery and prevention | 1-gen-2011 | Luong, Binh Thanh; Ruggieri, Salvatore; Turini, Franco | |
| Mining influence rules out of ontologies | 1-gen-2011 | Furletti B.; Turini F. | |
| Data mining for discrimination discovery | 1-gen-2010 | Pedreschi D.; Ruggieri S.; Turini F. | |
| DCUBE: Discrimination Discovery in Databases | 1-gen-2010 | Pedreschi D.; Turini F.; Ruggieri S. | |
| Integrating induction and deduction for finding evidence of discrimination | 1-gen-2010 | Pedreschi, D; Turini, F; Ruggieri, S | |
| An Application of Advanced Spatio-Temporal Formalisms to Behavioural Ecology | 1-gen-2008 | A. Raffaetà; T. Ceccarelli; D. Centeno; F. Giannotti; A. Massolo; C. Parent; C. Renso; S. Spaccapietra; F. Turini | |
| Discrimination-aware data mining | 1-gen-2008 | Pedreschi, D; Ruggieri, S; Turini, F | |
| Knowledge Discovery from Geographical Data | 1-gen-2007 | Rinzivillo S.; Turini F.; Bogorny V.; Komer C.; Kuijpers B.; May M. | |
| Knowledge discovery from spatial transactions | 1-gen-2007 | Rinzivillo, S; Turini, F |