Salvatore Ruggieri

160 papers A* 12A 8B 18C 3Misc 3Journal 79Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
ReasonX: Declarative Reasoning on Explanations.
CoRR
Laura State, Salvatore Ruggieri, Franco Turini
2025 A conf
A Causal Framework for Evaluating Deferring Systems.
AISTATS
Filippo Palomba, Andrea Pugnana, José M. Álvarez, Salvatore Ruggieri
2025 A* conf
A Practical Approach to Causal Inference over Time.
AAAI
Martina Cinquini, Isacco Beretta, Salvatore Ruggieri, Isabel Valera
2025 — conf
AI-enabled Cybersecurity using Synthetic Data.
PerCom Workshops
Fabrizio Baiardi, Salvatore Ruggieri, Vincenzo Sammartino
2025 J jnl
Bounded-Abstention Pairwise Learning to Rank.
CoRR
Antonio Ferrara, Andrea Pugnana, Francesco Bonchi, Salvatore Ruggieri
2025 — conf
Causal Synthetic Data Generation in Recruitment.
AEQUITAS@ECAI
Andrea Iommi, Antonio Mastropietro, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri
2025 J jnl
Causal Synthetic Data Generation in Recruitment.
CoRR
Andrea Iommi, Antonio Mastropietro, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri
2025 B conf
Counterfactual Explanations for Ranking in Algorithmic Hiring.
IEEE Big Data
Antonio Mastropietro, Riccardo Guidotti, Andrea Iommi, Anna Monreale, Salvatore Ruggieri
2025 J jnl
Counterfactual Situation Testing: From Single to Multidimensional Discrimination.
CoRR
José M. Álvarez, Salvatore Ruggieri
2025 J jnl
Counterfactual Situation Testing: From Single to Multidimensional Discrimination.
J. Artif. Intell. Res.
José M. Álvarez, Salvatore Ruggieri
2025 C conf
NotLine: A Non-Intrusive Automated Platform to Build a Digital Twin.
DS-RT
Fabrizio Baiardi, Vincenzo Sammartino, Salvatore Ruggieri
2025 A conf
The Initial Screening Order Problem.
WSDM
José M. Álvarez, Antonio Mastropietro, Salvatore Ruggieri
2025 J jnl
The explanation dialogues: an expert focus study to understand requirements towards explanations within the GDPR.
CoRR
Laura State, Alejandra Bringas Colmenarejo, Andrea Beretta, Salvatore Ruggieri, Franco Turini, Stephanie Law
2025 A* conf
Things Machine Learning Models Know That They Don't Know.
AAAI
Salvatore Ruggieri, Andrea Pugnana
2024 J jnl
A Causal Framework for Evaluating Deferring Systems.
CoRR
Filippo Palomba, Andrea Pugnana, José M. Álvarez, Salvatore Ruggieri
2024 J jnl
A Practical Approach to Causal Inference over Time.
CoRR
Martina Cinquini, Isacco Beretta, Salvatore Ruggieri, Isabel Valera
2024 J jnl
Causal Perception.
CoRR
José M. Álvarez, Salvatore Ruggieri
2024 J jnl
Deep Neural Network Benchmarks for Selective Classification.
CoRR
Andrea Pugnana, Lorenzo Perini, Jesse Davis, Salvatore Ruggieri
2024 J jnl
Deep Neural Network Benchmarks for Selective Classification.
J. Data-centric Mach. Learn. Res.
Andrea Pugnana, Lorenzo Perini, Jesse Davis, Salvatore Ruggieri
2024 A conf
Enhancing Fairness through Reweighting: A Path to Attain the Sufficiency Rule.
ECAI
Xuan Zhao, Klaus Broelemann, Salvatore Ruggieri, Gjergji Kasneci
2024 J jnl
Enhancing Fairness through Reweighting: A Path to Attain the Sufficiency Rule.
CoRR
Xuan Zhao, Klaus Broelemann, Salvatore Ruggieri, Gjergji Kasneci
2024 J jnl
Mutatis Mutandis: Revisiting the Comparator in Discrimination Testing.
CoRR
José M. Álvarez, Salvatore Ruggieri
2024 — conf
Policy Advice and Best Practices on Bias and Fairness in Artificial Intelligence.
EWAF
José M. Álvarez, Alejandra Bringas Colmenarejo, Alaa Elobaid, Simone Fabbrizzi, Miriam Fahimi, Antonio Ferrara, Siamak Ghodsi, Carlos Mougan, Ioanna Papageorgiou, Paula Reyero Lobo, Mayra Russo, Kristen M. Scott, Laura State, Xuan Zhao, Salvatore Ruggieri
2024 J jnl
Policy advice and best practices on bias and fairness in AI.
Ethics Inf. Technol.
José M. Álvarez, Alejandra Bringas Colmenarejo, Alaa Elobaid, Simone Fabbrizzi, Miriam Fahimi, Antonio Ferrara, Siamak Ghodsi, Carlos Mougan, Ioanna Papageorgiou, Paula Reyero Lobo, Mayra Russo, Kristen M. Scott, Laura State, Xuan Zhao, Salvatore Ruggieri
2024 — conf
Requirements of eXplainable AI in Algorithmic Hiring.
AIMMES
Andrea Beretta, Gianmario Ercoli, Alfonso Ferraro, Riccardo Guidotti, Andrea Iommi, Antonio Mastropietro, Anna Monreale, Daniela Rotelli, Salvatore Ruggieri
2024 J jnl
Stable and actionable explanations of black-box models through factual and counterfactual rules.
Data Min. Knowl. Discov.
Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Francesca Naretto, Franco Turini, Dino Pedreschi, Fosca Giannotti
2023 A* conf
A Model-Agnostic Heuristics for Selective Classification.
AAAI
Andrea Pugnana, Salvatore Ruggieri
2023 A conf
AUC-based Selective Classification.
AISTATS
Andrea Pugnana, Salvatore Ruggieri
2023 B conf
Applied Data Science for Leasing Score Prediction.
IEEE Big Data
Giuseppe Cianci, Roberto Goglia, Riccardo Guidotti, Matteo Kapllaj, Roberto Mosca, Andrea Pugnana, Franco Ricotti, Salvatore Ruggieri
2023 A* conf
Can We Trust Fair-AI?
AAAI
Salvatore Ruggieri, José M. Álvarez, Andrea Pugnana, Laura State, Franco Turini
2023 B conf
Causal Fairness-Guided Dataset Reweighting using Neural Networks.
IEEE Big Data
Xuan Zhao, Klaus Broelemann, Salvatore Ruggieri, Gjergji Kasneci
2023 J jnl
Causal Fairness-Guided Dataset Reweighting using Neural Networks.
CoRR
Xuan Zhao, Klaus Broelemann, Salvatore Ruggieri, Gjergji Kasneci
2023 B conf
Correlation and Unintended Biases on Univariate and Multivariate Decision Trees.
IEEE Big Data
Mattia Setzu, Salvatore Ruggieri
2023 J jnl
Correlation and Unintended Biases on Univariate and Multivariate Decision Trees.
CoRR
Mattia Setzu, Salvatore Ruggieri
2023 — conf
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference.
EAAMO
José M. Álvarez, Salvatore Ruggieri
2023 J jnl
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference.
CoRR
José M. Álvarez, Salvatore Ruggieri
2023 B conf
Declarative Reasoning on Explanations Using Constraint Logic Programming.
JELIA
Laura State, Salvatore Ruggieri, Franco Turini
2023 J jnl
Declarative Reasoning on Explanations Using Constraint Logic Programming.
CoRR
Laura State, Salvatore Ruggieri, Franco Turini
2023 J jnl
Demographic Parity Inspector: Fairness Audits via the Explanation Space.
CoRR
Carlos Mougan, Laura State, Antonio Ferrara, Salvatore Ruggieri, Steffen Staab
2023 — conf
Domain Adaptive Decision Trees: Implications for Accuracy and Fairness.
FAccT
José M. Álvarez, Kristen M. Scott, Bettina Berendt, Salvatore Ruggieri
2023 J jnl
Domain Adaptive Decision Trees: Implications for Accuracy and Fairness.
CoRR
José M. Álvarez, Kristen M. Scott, Salvatore Ruggieri, Bettina Berendt
2023 J jnl
Ensemble of Counterfactual Explainers.
CoRR
Riccardo Guidotti, Salvatore Ruggieri
2023 J jnl
Explaining short text classification with diverse synthetic exemplars and counter-exemplars.
Mach. Learn.
Orestis Lampridis, Laura State, Riccardo Guidotti, Salvatore Ruggieri
2023 C conf
Fairness Implications of Encoding Protected Categorical Attributes.
AIES
Carlos Mougan, José M. Álvarez, Salvatore Ruggieri, Steffen Staab
2023 B conf
GenFair: A Genetic Fairness-Enhancing Data Generation Framework.
DS
Federico Mazzoni, Marta Marchiori Manerba, Martina Cinquini, Riccardo Guidotti, Salvatore Ruggieri
2023 — conf
Reason to Explain: Interactive Contrastive Explanations (REASONX).
xAI (1)
Laura State, Salvatore Ruggieri, Franco Turini
2023 J jnl
Reason to explain: Interactive contrastive explanations (REASONX).
CoRR
Laura State, Salvatore Ruggieri, Franco Turini
2023 — conf
The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods.
EWAF
Laura State, Alejandra Bringas Colmenarejo, Andrea Beretta, Salvatore Ruggieri, Franco Turini, Stephanie Law
2023 J jnl
The Initial Screening Order Problem.
CoRR
José M. Álvarez, Antonio Mastropietro, Salvatore Ruggieri
2023 — conf
Trustworthy AI at KDD Lab.
Ital-IA
Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Dino Pedreschi, Roberto Pellungrini, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Mattia Setzu, Rosaria Deluca
2022 J jnl
AUC-based Selective Classification.
CoRR
Andrea Pugnana, Salvatore Ruggieri
2022 — conf
Bias Discovery within Human Raters: A Case Study of the Jigsaw Dataset.
NLPerspectives@LREC
Marta Marchiori Manerba, Riccardo Guidotti, Lucia C. Passaro, Salvatore Ruggieri
2022 J jnl
Estimating the Total Volume of Queries to a Search Engine.
IEEE Trans. Knowl. Data Eng.
Fabrizio Lillo, Salvatore Ruggieri
2022 J jnl
Fairness implications of encoding protected categorical attributes.
CoRR
Carlos Mougan, José M. Álvarez, Gourab K. Patro, Salvatore Ruggieri, Steffen Staab
2022 J jnl
Methods and tools for causal discovery and causal inference.
WIREs Data Mining Knowl. Discov.
Ana Rita Nogueira, Andrea Pugnana, Salvatore Ruggieri, Dino Pedreschi, João Gama
2022 J jnl
Predicting and explaining employee turnover intention.
Int. J. Data Sci. Anal.
Matilde Lazzari, José M. Álvarez, Salvatore Ruggieri
2021 B conf
Ensemble of Counterfactual Explainers.
DS
Riccardo Guidotti, Salvatore Ruggieri
2021 J jnl
Estimating the Total Volume of Queries to a Search Engine.
CoRR
Fabrizio Lillo, Salvatore Ruggieri
2021 J jnl
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
Ethics Inf. Technol.
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías Jiménez, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
2021 J jnl
Introduction to The Special Section on Bias and Fairness in AI.
SIGKDD Explor.
Toon Calders, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Salvatore Ruggieri
2020 J jnl
Bias in Data-driven AI Systems - An Introductory Survey.
CoRR
Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
2020 J jnl
Bias in data-driven artificial intelligence systems - An introductory survey.
WIREs Data Mining Knowl. Discov.
Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
2020 J jnl
Causal inference for social discrimination reasoning.
J. Intell. Inf. Syst.
Bilal Qureshi, Faisal Kamiran, Asim Karim, Salvatore Ruggieri, Dino Pedreschi
2020 J jnl
Educational ecosystems for Information Science: The case of the University of Pisa.
Educ. Inf.
Vittore Casarosa, Salvatore Ruggieri, Enrica Salvatori, Maria Simi, Simona Turbanti
2020 B conf
Explaining Sentiment Classification with Synthetic Exemplars and Counter-Exemplars.
DS
Orestis Lampridis, Riccardo Guidotti, Salvatore Ruggieri
2020 — ed.
FAT* '20: Conference on Fairness, Accountability, and Transparency, Barcelona, Spain, January 27-30, 2020
FAT*
Mireille Hildebrandt, Carlos Castillo, L. Elisa Celis, Salvatore Ruggieri, Linnet Taylor, Gabriela Zanfir-Fortuna
2020 J jnl
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
CoRR
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
2020 J jnl
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment.
Trans. Data Priv.
Mirco Nanni, Gennady L. Andrienko, Albert-László Barabási, Chiara Boldrini, Francesco Bonchi, Ciro Cattuto, Francesca Chiaromonte, Giovanni Comandè, Marco Conti, Mark Coté, Frank Dignum, Virginia Dignum, Josep Domingo-Ferrer, Paolo Ferragina, Fosca Giannotti, Riccardo Guidotti, Dirk Helbing, Kimmo Kaski, János Kertész, Sune Lehmann, Bruno Lepri, Paul Lukowicz, Stan Matwin, David Megías, Anna Monreale, Katharina Morik, Nuria Oliver, Andrea Passarella, Andrea Passerini, Dino Pedreschi, Alex Pentland, Fabio Pianesi, Francesca Pratesi, Salvatore Rinzivillo, Salvatore Ruggieri, Arno Siebes, Vicenç Torra, Roberto Trasarti, Jeroen van den Hoven, Alessandro Vespignani
2020 — ed.
Proceedings of the Italian Workshop on Explainable Artificial Intelligence co-located with 19th International Conference of the Italian Association for Artificial Intelligence, XAI.it@AIxIA 2020, Online Event, November 25-26, 2020.
XAI.it@AI*IA
Cataldo Musto, Daniele Magazzeni, Salvatore Ruggieri, Giovanni Semeraro
2019 J jnl
A Survey of Methods for Explaining Black Box Models.
ACM Comput. Surv.
Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini, Fosca Giannotti, Dino Pedreschi
2019 J jnl
Complete Search for Feature Selection in Decision Trees.
J. Mach. Learn. Res.
Salvatore Ruggieri
2019 A* conf
Estimating the Total Volume of Queries to Google.
WWW
Fabrizio Lillo, Salvatore Ruggieri
2019 J jnl
Factual and Counterfactual Explanations for Black Box Decision Making.
IEEE Intell. Syst.
Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi, Salvatore Ruggieri, Franco Turini
2019 A* conf
Meaningful Explanations of Black Box AI Decision Systems.
AAAI
Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini
2019 B conf
On The Stability of Interpretable Models.
IJCNN
Riccardo Guidotti, Salvatore Ruggieri
2019 B conf
SCube: A Tool for Segregation Discovery.
EDBT
Alessandro Baroni, Salvatore Ruggieri
2019 J jnl
Sequential pattern mining for ICT risk assessment and management.
J. Log. Algebraic Methods Program.
Michele D'Andreagiovanni, Fabrizio Baiardi, Jacopo Lipilini, Salvatore Ruggieri, Federico Tonelli
2018 J jnl
Assessing the Stability of Interpretable Models.
CoRR
Riccardo Guidotti, Salvatore Ruggieri
2018 — ch.
How Data Mining and Machine Learning Evolved from Relational Data Base to Data Science.
A Comprehensive Guide Through the Italian Database Research
Giuseppe Amato, Leonardo Candela, Donatella Castelli, Andrea Esuli, Fabrizio Falchi, Claudio Gennaro, Fosca Giannotti, Anna Monreale, Mirco Nanni, Pasquale Pagano, Luca Pappalardo, Dino Pedreschi, Francesca Pratesi, Fausto Rabitti, Salvatore Rinzivillo, Giulio Rossetti, Salvatore Ruggieri, Fabrizio Sebastiani, Maurizio Tesconi
2018 J jnl
Local Rule-Based Explanations of Black Box Decision Systems.
CoRR
Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Dino Pedreschi, Franco Turini, Fosca Giannotti
2018 J jnl
Open the Black Box Data-Driven Explanation of Black Box Decision Systems.
CoRR
Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Salvatore Ruggieri, Franco Turini
2018 J jnl
Segregation discovery in a social network of companies.
J. Intell. Inf. Syst.
Alessandro Baroni, Salvatore Ruggieri
2017 B conf
Efficiently Clustering Very Large Attributed Graphs.
ASONAM
Alessandro Baroni, Alessio Conte, Maurizio Patrignani, Salvatore Ruggieri
2017 J jnl
Efficiently Clustering Very Large Attributed Graphs.
CoRR
Alessandro Baroni, Alessio Conte, Maurizio Patrignani, Salvatore Ruggieri
2017 A* conf
Enumerating Distinct Decision Trees.
ICML
Salvatore Ruggieri
2017 J jnl
SCube: A Tool for Segregation Discovery.
CoRR
Alessandro Baroni, Salvatore Ruggieri
2017 — conf
Sequential Pattern Mining for ICT Risk Assessment and Prevention.
SEFM Workshops
Michele D'Andreagiovanni, Fabrizio Baiardi, Jacopo Lipilini, Salvatore Ruggieri, Federico Tonelli
2016 — conf
A KDD Process for Discrimination Discovery.
ECML/PKDD (3)
Salvatore Ruggieri, Franco Turini
2016 J jnl
Causal Discrimination Discovery Through Propensity Score Analysis.
CoRR
Bilal Qureshi, Faisal Kamiran, Asim Karim, Salvatore Ruggieri
2016 — conf
Classification Rule Mining Supported by Ontology for Discrimination Discovery.
ICDM Workshops
Binh Thanh Luong, Salvatore Ruggieri, Franco Turini
2015 J jnl
Introduction to the special issue on Artificial Intelligence for Society and Economy.
Intelligenza Artificiale
Salvatore Ruggieri
2015 B conf
Segregation Discovery in a Social Network of Companies.
IDA
Alessandro Baroni, Salvatore Ruggieri
2015 B conf
The layered structure of company share networks.
DSAA
Andrea Romei, Salvatore Ruggieri, Franco Turini
2014 J jnl
A multidisciplinary survey on discrimination analysis.
Knowl. Eng. Rev.
Andrea Romei, Salvatore Ruggieri
2014 — conf
Anti-discrimination Analysis Using Privacy Attack Strategies.
ECML/PKDD (2)
Salvatore Ruggieri, Sara Hajian, Faisal Kamiran, Xiangliang Zhang
2014 J jnl
Decision tree building on multi-core using FastFlow.
Concurr. Comput. Pract. Exp.
Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati
2014 J jnl
Introduction to special issue on computational methods for enforcing privacy and fairness in the knowledge society.
Artif. Intell. Law
Sergio Mascetti, Annarita Ricci, Salvatore Ruggieri
2014 J jnl
On quantified linear implications.
Ann. Math. Artif. Intell.
Pavlos Eirinakis, Salvatore Ruggieri, K. Subramani, Piotr Wojciechowski
2014 J jnl
On the complexity of quantified linear systems.
Theor. Comput. Sci.
Salvatore Ruggieri, Pavlos Eirinakis, K. Subramani, Piotr Wojciechowski
2014 J jnl
Using t-closeness anonymity to control for non-discrimination.
Trans. Data Priv.
Salvatore Ruggieri
2013 — conf
Data Anonymity Meets Non-discrimination.
ICDM Workshops
Salvatore Ruggieri
2013 — ch.
Discrimination Data Analysis: A Multi-disciplinary Bibliography.
Discrimination and Privacy in the Information Society
Andrea Romei, Salvatore Ruggieri
2013 J jnl
Discrimination discovery in scientific project evaluation: A case study.
Expert Syst. Appl.
Andrea Romei, Salvatore Ruggieri, Franco Turini
2013 A* conf
Learning from Polyhedral Sets.
IJCAI
Salvatore Ruggieri
2013 — ch.
The Discovery of Discrimination.
Discrimination and Privacy in the Information Society
Dino Pedreschi, Salvatore Ruggieri, Franco Turini
2012 J jnl
A complexity perspective on entailment of parameterized linear constraints.
Constraints An Int. J.
Pavlos Eirinakis, Salvatore Ruggieri, K. Subramani, Piotr Wojciechowski
2012 Misc conf
A study of top-k measures for discrimination discovery.
SAC
Dino Pedreschi, Salvatore Ruggieri, Franco Turini
2012 Misc conf
Computational complexity of inclusion queries over polyhedral sets.
ISAIM
Pavlos Eirinakis, Salvatore Ruggieri, K. Subramani, Piotr Wojciechowski
2012 A conf
Deciding Membership in a Class of Polyhedra.
ECAI
Salvatore Ruggieri
2012 — conf
Discovering Gender Discrimination in Project Funding.
ICDM Workshops
Andrea Romei, Salvatore Ruggieri, Franco Turini
2012 A conf
Subtree Replacement in Decision Tree Simplification.
SDM
Salvatore Ruggieri
2011 — conf
Who/Where Are My New Customers?
ISMIS Industrial Session
Salvatore Rinzivillo, Salvatore Ruggieri
2011 A* conf
k-NN as an implementation of situation testing for discrimination discovery and prevention.
KDD
Binh Luong Thanh, Salvatore Ruggieri, Franco Turini
2010 — conf
DCUBE: discrimination discovery in databases.
SIGMOD Conference
Salvatore Ruggieri, Dino Pedreschi, Franco Turini
2010 J jnl
Data mining for discrimination discovery.
ACM Trans. Knowl. Discov. Data
Salvatore Ruggieri, Dino Pedreschi, Franco Turini
2010 A* conf
Frequent regular itemset mining.
KDD
Salvatore Ruggieri
2010 J jnl
Integrating induction and deduction for finding evidence of discrimination.
Artif. Intell. Law
Salvatore Ruggieri, Dino Pedreschi, Franco Turini
2010 — conf
Porting Decision Tree Algorithms to Multicore Using FastFlow.
ECML/PKDD (1)
Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati
2010 J jnl
Porting Decision Tree Algorithms to Multicore using FastFlow
CoRR
Marco Aldinucci, Salvatore Ruggieri, Massimo Torquati
2010 J jnl
Typing linear constraints.
ACM Trans. Program. Lang. Syst.
Salvatore Ruggieri, Fred Mesnard
2010 Misc conf
Variable ranges in linear constraints.
SAC
Salvatore Ruggieri, Fred Mesnard
2009 C conf
Integrating induction and deduction for finding evidence of discrimination.
ICAIL
Dino Pedreschi, Salvatore Ruggieri, Franco Turini
2009 A conf
Measuring Discrimination in Socially-Sensitive Decision Records.
SDM
Dino Pedreschi, Salvatore Ruggieri, Franco Turini
2008 — conf
A Case Study in Sequential Pattern Mining for IT-Operational Risk.
ECML/PKDD (1)
Valerio Grossi, Andrea Romei, Salvatore Ruggieri
2008 A* conf
Discrimination-aware data mining.
KDD
Dino Pedreschi, Salvatore Ruggieri, Franco Turini
2008 B conf
Typing Linear Constraints for Moding CLP() Programs.
SAS
Salvatore Ruggieri, Frédéric Mesnard
2006 J jnl
KDDML: A middleware language and system for knowledge discovery in databases.
Data Knowl. Eng.
Andrea Romei, Salvatore Ruggieri, Franco Turini
2005 — conf
KDDML: a middleware language and system for knowledge discovery in databases.
SEBD
Andrea Romei, Salvatore Ruggieri, Franco Turini
2004 J jnl
Bounded Nondeterminism of Logic Programs.
Ann. Math. Artif. Intell.
Dino Pedreschi, Salvatore Ruggieri
2004 — ch.
Characterisations of Termination in Logic Programming.
Program Development in Computational Logic
Dino Pedreschi, Salvatore Ruggieri, Jan-Georg Smaus
2004 B conf
YaDT: Yet another Decision Tree Builder.
ICTAI
Salvatore Ruggieri
2003 J jnl
On computing the semi-sum of two integers.
Inf. Process. Lett.
Salvatore Ruggieri
2003 J jnl
On logic programs that always succeed.
Sci. Comput. Program.
Dino Pedreschi, Salvatore Ruggieri
2003 J jnl
On proving left termination of constraint logic programs.
ACM Trans. Comput. Log.
Frédéric Mesnard, Salvatore Ruggieri
2003 — conf
Preprocessing and Mining Web Log Data for Web Personalization.
AI*IA
Miriam Baglioni, U. Ferrara, Andrea Romei, Salvatore Ruggieri, Franco Turini
2002 J jnl
Classes of terminating logic programs.
Theory Pract. Log. Program.
Dino Pedreschi, Salvatore Ruggieri, Jan-Georg Smaus
2002 J jnl
Efficient C4.5.
IEEE Trans. Knowl. Data Eng.
Salvatore Ruggieri
2002 — conf
Negation as Failure through Abduction: Reasoning about Termination.
Computational Logic: Logic Programming and Beyond
Paolo Mancarella, Dino Pedreschi, Salvatore Ruggieri
2001 J jnl
Classes of Terminating Logic Programs
CoRR
Dino Pedreschi, Salvatore Ruggieri, Jan-Georg Smaus
2001 — conf
Data Mining for Intelligent Web Caching.
ITCC
Francesco Bonchi, Fosca Giannotti, Giuseppe Manco, Chiara Renso, Mirco Nanni, Dino Pedreschi, Salvatore Ruggieri
2001 J jnl
Web log data warehousing and mining for intelligent web caching.
Data Knowl. Eng.
Francesco Bonchi, Fosca Giannotti, Cristian Gozzi, Giuseppe Manco, Mirco Nanni, Dino Pedreschi, Chiara Renso, Salvatore Ruggieri
2001 J jnl
exists-Universal termination of logic programs.
Theor. Comput. Sci.
Salvatore Ruggieri
2000 J jnl
Decidability of logic program semantics and applications to testing.
J. Log. Program.
Salvatore Ruggieri
2000 — conf
Parallelisation of C4.5 as a Particular Divide and Conquer Computation.
IPDPS Workshops
Primo Becuzzi, Massimo Coppola, Salvatore Ruggieri, Marco Vanneschi
1999 B conf
Bounded Nondeterminism of Logic Programs.
ICLP
Dino Pedreschi, Salvatore Ruggieri
1999 — conf
On Logic Programs That Do Not Fail.
Verification of Logic Programs@ICLP
Dino Pedreschi, Salvatore Ruggieri
1999 J jnl
Verification of Logic Programs.
J. Log. Program.
Dino Pedreschi, Salvatore Ruggieri
1998 A conf
A Complete Declarative Debugger of Missing Answers.
ESOP
Salvatore Ruggieri
1998 B conf
On Linguistic Quality of Natural Language Requirements.
REFSQ
Fabrizio Fabbrini, Mario Fusani, Vincenzo Gervasi, Stefania Gnesi, Salvatore Ruggieri
1998 J jnl
Weakest Preconditions for Pure Prolog Programs.
Inf. Process. Lett.
Dino Pedreschi, Salvatore Ruggieri
1997 J jnl
A standard reference model for intelligent multimedia presentation systems.
Comput. Stand. Interfaces
Monica Bordegoni, Giorgio P. Faconti, Steven Feiner, Mark T. Maybury, Thomas Rist, Salvatore Ruggieri, Panos E. Trahanias, Michael D. Wilson
1997 J jnl
Describing the MMI2 demonstrators with the IMMPS reference model.
Comput. Stand. Interfaces
Salvatore Ruggieri, Michael D. Wilson
1997 A* conf
Termination of Constraint Logic Programs.
ICALP
Salvatore Ruggieri
1997 J jnl
Verification of Meta-Interpreters.
J. Log. Comput.
Dino Pedreschi, Salvatore Ruggieri
1996 — conf
Decidability of Logic Program Semantics and Applications to Testing.
PLILP
Salvatore Ruggieri
1996 B conf
Intelligent Multimedia Presentation Systems: A Proposal for a Reference Model.
MMM
Monica Bordegoni, Giorgio P. Faconti, Thomas Rist, Salvatore Ruggieri, Panos E. Trahanias, Michael D. Wilson
1996 — conf
On Termination of Constraint Logic Programs.
APPIA-GULP-PRODE
Salvatore Ruggieri
1995 — conf
A Case Study in Logic Program Verification: the Vanilla Metainterpreter.
GULP-PRODE
Dino Pedreschi, Salvatore Ruggieri
1994 — conf
Proving (total) correctness of Prolog programs.
ICLP Workshop: Verification and Analysis of (Concurrent) Logic Languages
Salvatore Ruggieri
1994 — conf
Termination is Language-Independent.
GULP-PRODE (1)
Dino Pedreschi, Salvatore Ruggieri