Franco Turini

ORCID

Publication Activity (10 Years)

Years Active: 1974-2023
Publications (10 Years): 25

Top Venues

Publications

Salvatore Ruggieri, José M. Álvarez, Andrea Pugnana, Laura State, Franco Turini
Can We Trust Fair-AI? AAAI (2023)
Laura State, Salvatore Ruggieri, Franco Turini
Reason to explain: Interactive contrastive explanations (REASONX). CoRR (2023)
Laura State, Salvatore Ruggieri, Franco Turini
Declarative Reasoning on Explanations Using Constraint Logic Programming. CoRR (2023)
Laura State, Alejandra Bringas Colmenarejo, Andrea Beretta, Salvatore Ruggieri, Franco Turini, Stephanie Law
The Explanation Dialogues: Understanding How Legal Experts Reason About XAI Methods. EWAF (2023)
Laura State, Salvatore Ruggieri, Franco Turini
Reason to Explain: Interactive Contrastive Explanations (REASONX). xAI (1) (2023)
Patrick Mukala, Antonio Cerone, Franco Turini
An Exploration of Learning Processes as Process Maps in FLOSS Repositories. CoRR (2023)
Laura State, Salvatore Ruggieri, Franco Turini
Declarative Reasoning on Explanations Using Constraint Logic Programming. JELIA (2023)
Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
GLocalX - From Local to Global Explanations of Black Box AI Models. CoRR (2021)
Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
GLocalX - From Local to Global Explanations of Black Box AI Models. Artif. Intell. 294 (2021)
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
Bias in data-driven artificial intelligence systems - An introductory survey. WIREs Data Mining Knowl. Discov. 10 (3) (2020)
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
Bias in Data-driven AI Systems - An Introductory Survey. CoRR (2020)
Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini, Fosca Giannotti, Dino Pedreschi
A Survey of Methods for Explaining Black Box Models. ACM Comput. Surv. 51 (5) (2019)
Mattia Setzu, Riccardo Guidotti, Anna Monreale, Franco Turini
Global Explanations with Local Scoring. PKDD/ECML Workshops (1) (2019)
Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini
Meaningful Explanations of Black Box AI Decision Systems. AAAI (2019)
Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi, Salvatore Ruggieri, Franco Turini
Factual and Counterfactual Explanations for Black Box Decision Making. IEEE Intell. Syst. 34 (6) (2019)
Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Dino Pedreschi, Franco Turini, Fosca Giannotti
Local Rule-Based Explanations of Black Box Decision Systems. CoRR (2018)
Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Luca Pappalardo, Salvatore Ruggieri, Franco Turini
Open the Black Box Data-Driven Explanation of Black Box Decision Systems. CoRR (2018)
Riccardo Guidotti, Anna Monreale, Franco Turini, Dino Pedreschi, Fosca Giannotti
A Survey Of Methods For Explaining Black Box Models. CoRR (2018)
Valerio Grossi, Andrea Romei, Franco Turini
Survey on using constraints in data mining. Data Min. Knowl. Discov. 31 (2) (2017)
Patrick Mukala, Antonio Cerone, Franco Turini
An empirical verification of a-priori learning models on mailing archives in the context of online learning activities of participants in free\libre open source software (FLOSS) communities. Educ. Inf. Technol. 22 (6) (2017)
Binh Thanh Luong, Salvatore Ruggieri, Franco Turini
Classification Rule Mining Supported by Ontology for Discrimination Discovery. ICDM Workshops (2016)
Salvatore Ruggieri, Franco Turini
A KDD Process for Discrimination Discovery. ECML/PKDD (3) (2016)
Andrea Romei, Salvatore Ruggieri, Franco Turini
The layered structure of company share networks. DSAA (2015)
Valerio Grossi, Anna Monreale, Mirco Nanni, Dino Pedreschi, Franco Turini
Clustering Formulation Using Constraint Optimization. SEFM Workshops (2015)
Patrick Mukala, Antonio Cerone, Franco Turini
Mining Learning Processes from FLOSS Mailing Archives. I3E (2015)
Patrick Mukala, Antonio Cerone, Franco Turini
OntoLiFLOSS: Ontology for Learning Processes in FLOSS Communities. SEFM Workshops (2014)
Patrick Mukala, Antonio Cerone, Franco Turini
An Abstract State Machine (ASM) Representation of Learning Process in FLOSS Communities. SEFM Workshops (2014)
Patrick Mukala, Antonio Cerone, Franco Turini
Process Mining Event Logs from FLOSS Data: State of the Art and Perspectives. SEFM Workshops (2014)
Andrea Romei, Salvatore Ruggieri, Franco Turini
Discrimination discovery in scientific project evaluation: A case study. Expert Syst. Appl. 40 (15) (2013)
Barbara Furletti, Franco Turini
Knowledge discovery in ontologies. Intell. Data Anal. 16 (3) (2012)
Andrea Romei, Salvatore Ruggieri, Franco Turini
Discovering Gender Discrimination in Project Funding. ICDM Workshops (2012)
Valerio Grossi, Franco Turini
Stream mining: a novel architecture for ensemble-based classification. Knowl. Inf. Syst. 30 (2) (2012)
Dino Pedreschi, Salvatore Ruggieri, Franco Turini
A study of top-k measures for discrimination discovery. SAC (2012)
Andrea Bellandi, Franco Turini
Mining Bayesian networks out of ontologies. J. Intell. Inf. Syst. 38 (2) (2012)
Valerio Grossi, Franco Turini
An Adaptive Selective Ensemble for Data Streams Classification. ICAART (1) (2011)
Andrea Romei, Franco Turini
Programming the KDD Process using XQuery. KDIR (2011)
Andrea Romei, Franco Turini
Inductive database languages: requirements and examples. Knowl. Inf. Syst. 26 (3) (2011)
Barbara Furletti, Franco Turini
What Else Can Be Extracted from Ontologies? Influence Rules. ICSOFT (Selected Papers) (2011)
Rilwan O. Basanya, Adegboyega K. Ojo, Tomasz Janowski, Franco Turini
Mining Collaboration Opportunities to Support Joined-Up Government. PRO-VE (2011)
Barbara Furletti, Franco Turini
Mining Influence Rules out of Ontologies. ICSOFT (2) (2011)
Valerio Grossi, Franco Turini
Data Streams Classification: A Selective Ensemble with Adaptive Behavior. ICAART (Revised Selected Papers) (2011)
Binh Luong Thanh, Salvatore Ruggieri, Franco Turini
k-NN as an implementation of situation testing for discrimination discovery and prevention. KDD (2011)
Andrea Romei, Franco Turini
Language Support to XML Data Mining: A Case Study. ICAART (Revised Selected Papers) (2010)
Salvatore Ruggieri, Dino Pedreschi, Franco Turini
Data mining for discrimination discovery. ACM Trans. Knowl. Discov. Data 4 (2) (2010)
Salvatore Ruggieri, Dino Pedreschi, Franco Turini
Integrating induction and deduction for finding evidence of discrimination. Artif. Intell. Law 18 (1) (2010)
Andrea Romei, Franco Turini
XML data mining. Softw. Pract. Exp. 40 (2) (2010)
Andrea Romei, Franco Turini
XQuake - An XQuery-like Language for Mining XML Data. ICAART (1) (2010)
Salvatore Ruggieri, Dino Pedreschi, Franco Turini
DCUBE: discrimination discovery in databases. SIGMOD Conference (2010)
Binh Luong Thanh, Franco Turini
Association Analysis of Semi-structured Data for Discrimination Discovery in Business. DMIN (2010)
Dino Pedreschi, Salvatore Ruggieri, Franco Turini
Integrating induction and deduction for finding evidence of discrimination. ICAIL (2009)
Dino Pedreschi, Salvatore Ruggieri, Franco Turini
Measuring Discrimination in Socially-Sensitive Decision Records. SDM (2009)
Miriam Baglioni, Andrea Bellandi, Barbara Furletti, Laura Spinsanti, Franco Turini
Ontology-Based Business Plan Classification. EDOC (2008)
Fosca Giannotti, Dino Pedreschi, Franco Turini
Mobility, Data Mining and Privacy the Experience of the GeoPKDD Project. PinKDD (2008)
Dino Pedreschi, Salvatore Ruggieri, Franco Turini
Discrimination-aware data mining. KDD (2008)
Franco Turini
The Semantics of Ugo Montanari. Concurrency, Graphs and Models (2008)
Alessandra Raffaetà, Tommaso Ceccarelli, Dominique Centeno, Fosca Giannotti, Alessandro Massolo, Christine Parent, Chiara Renso, Stefano Spaccapietra, Franco Turini
An Application of Advanced Spatio-Temporal Formalisms to Behavioural Ecology. GeoInformatica 12 (1) (2008)
Michele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini
Time-Annotated Sequences for Medical Data Mining. ICDM Workshops (2007)
Andrea Romei, Matteo Sciolla, Franco Turini, Marlis Valentini
KDDML-G: a grid-enabled knowledge discovery system. Concurr. Comput. Pract. Exp. 19 (13) (2007)
Salvatore Rinzivillo, Franco Turini
Knowledge discovery from spatial transactions. J. Intell. Inf. Syst. 28 (1) (2007)
Michele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini
Mining Clinical Data with a Temporal Dimension: A Case Study. BIBM (2007)
Andrea Romei, Salvatore Ruggieri, Franco Turini
KDDML: A middleware language and system for knowledge discovery in databases. Data Knowl. Eng. 57 (2) (2006)
Franco Turini, Miriam Baglioni, Barbara Furletti, Salvatore Rinzivillo
Examples of Integration of Induction and Deduction in Knowledge Discovery. Reasoning, Action and Interaction in AI Theories and Systems (2006)
Andrea Romei, Matteo Sciolla, Franco Turini, Marlis Valentini
Distributed Knowledge Discovery with the Parallel KDDML System. Parallel and Distributed Computing and Networks (2006)
Salvatore Rinzivillo, Franco Turini
Extracting spatial association rules from spatial transactions. GIS (2005)
Miriam Baglioni, Barbara Furletti, Franco Turini
DrC4.5: Improving C4.5 by means of prior knowledge. SAC (2005)
Andrea Bracciali, Antonio Brogi, Franco Turini
A framework for specifying and verifying the behaviour of open systems. J. Log. Algebraic Methods Program. 63 (2) (2005)
Andrea Romei, Salvatore Ruggieri, Franco Turini
KDDML: a middleware language and system for knowledge discovery in databases. SEBD (2005)
Maurizio Atzori, Paolo Mancarella, Franco Turini
-Itemset Mining. KDID (2005)
Salvatore Rinzivillo, Franco Turini
Classification in Geographical Information Systems. PKDD (2004)
Fosca Giannotti, Giuseppe Manco, Franco Turini
Specifying Mining Algorithms with Iterative User-Defined Aggregates. IEEE Trans. Knowl. Data Eng. 16 (10) (2004)
Mirco Nanni, Alessandra Raffaetà, Chiara Renso, Franco Turini
Deductive and Inductive Reasoning on Trajectories. SEBD (2004)
Mirco Nanni, Alessandra Raffaetà, Chiara Renso, Franco Turini
Deductive and Inductive Reasoning on Spatio-Temporal Data. INAP/WLP (2004)
Paolo Mancarella, Alessandra Raffaetà, Chiara Renso, Franco Turini
Integrating knowledge representation and reasoning in Geographical Information Systems. Int. J. Geogr. Inf. Sci. 18 (4) (2004)
Alessandra Raffaetà, Chiara Renso, Franco Turini
Qualitative Spatial Reasoning in a Logical Framework. AI*IA (2003)
Maurizio Atzori, Paolo Mancarella, Franco Turini
Abduction in Classification Tasks. AI*IA (2003)
Miriam Baglioni, U. Ferrara, Andrea Romei, Salvatore Ruggieri, Franco Turini
Preprocessing and Mining Web Log Data for Web Personalization. AI*IA (2003)
Miriam Baglioni, Franco Turini
MQL: An Algebraic Query Language for Knowledge Discovery. AI*IA (2003)
Alessandra Raffaetà, Franco Turini, Chiara Renso
Enhancing GISs for spatio-temporal reasoning. ACM-GIS (2002)
Paolo Baldan, Paolo Mancarella, Alessandra Raffaetà, Franco Turini
MuTACLP: A Language for Temporal Reasoning with Multiple Theories. Computational Logic: Logic Programming and Beyond (2002)
Amedeo Cappelli, Maria Novella Catarsi, Patrizia Michelassi, Lorenzo Moretti, Miriam Baglioni, Franco Turini, M. Tavoni
Knowledge Mining and Discovery for Searching in Literary Texts. LREC (2002)
Alessandra Raffaetà, Chiara Renso, Franco Turini
Qualitative Reasoning in a Spatio-Temporal Language. SEBD (2002)
Andrea Bracciali, Antonio Brogi, Franco Turini
Coordinating interaction patterns. SAC (2001)
Fosca Giannotti, Alessandra Raffaetà, Chiara Renso, Franco Turini
Complex Reasoning on Geographical Data. SEBD (2001)
Fosca Giannotti, Giuseppe Manco, Franco Turini
Specifying Mining Algorithms with Iterative User-Defined Aggregates: A Case Study. PKDD (2001)
Paolo Mancarella, Gianluca Nerbini, Alessandra Raffaetà, Franco Turini
MuTACLP: A Language for Declarative GIS Analysis. Computational Logic (2000)
Piero Alcamo, Francesco Domenichini, Franco Turini
An XML Based Environment in Support of the Overall KDD Process. FQAS (2000)
Domenico Aquilino, Patrizia Asirelli, A. Formuso, Chiara Renso, Franco Turini
Using MedLan to Integrate Geographical Data. J. Log. Program. 43 (1) (2000)
Antonio Brogi, Simone Contiero, Franco Turini
On the Interplay between Reactivity and Computation. CL-2000 Workshop on Computational Logic in Multi-Agent Systems (2000)
Paolo Mancarella, Alessandra Raffaetà, Franco Turini
Temporal Annotated Constraint Logic Programming with Multiple Theories. DEXA Workshop (1999)
Antonio Brogi, Simone Contiero, Franco Turini
Programming by Combining General Logic Programs. J. Log. Comput. 9 (1) (1999)
Fosca Giannotti, Giuseppe Manco, Dino Pedreschi, Franco Turini
Experiences with a Logic-based knowledge discovery Support Environment. 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (1999)
Paolo Mancarella, Alessandra Raffaetà, Franco Turini
Knowledge representation with multiple logical theories and time. J. Exp. Theor. Artif. Intell. 11 (1) (1999)
Fosca Giannotti, Giuseppe Manco, Dino Pedreschi, Franco Turini
Experiences with a Logic-Based Knowledge Discovery Support Environment. AI*IA (1999)
Antonio Brogi, Chiara Renso, Franco Turini
Dynamic composition of parameterised logic modules. Comput. Lang. 25 (4) (1999)
Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi, Franco Turini
Integration of Deduction and Induction for Mining Supermarket Sales Data. SEBD (1999)
Antonio Brogi, Simone Contiero, Franco Turini
The Use of Renaming in Composing General Programs. LOPSTR (1998)
Patrizia Asirelli, Chiara Renso, Franco Turini
The Constraint Operator of MedLan: Its Efficient Implementation and Use. IICIS (1998)
Antonio Brogi, Simone Contiero, Franco Turini
Composing General Logic Programs. LPNMR (1997)
Domenico Aquilino, Patrizia Asirelli, Chiara Renso, Franco Turini
Applying Restriction Constraints to Deductive Databases. Ann. Math. Artif. Intell. 19 (1-2) (1997)
Paolo Mancarella, Alessandra Raffaetà, Franco Turini
Time in a Multi-Theory Logical Framework. TIME (1997)

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Publication Activity (10 Years)

Top Topics

Top Venues

Franco Turini