Dino Pedreschi
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
71
Venues
31
Active years
1988–2025
Best venue rank
A*
Where they publish
- A*ICDM8 papers
- A*KDD8 papers
- BDSAA7 papers
- BICLP5 papers
- ADIS4 papers
- BEDBT4 papers
- MulticonferenceSAC4 papers
- AECAI2 papers
- AustralasianAI2 papers
- A*AAAI2 papers
- BSEFM2 papers
- A*ICDE2 papers
- BMDM2 papers
- ASDM2 papers
- A*IJCAI1 paper
- A*CHI1 paper
- CCLOSER1 paper
- BFM1 paper
- CCloudCom1 paper
- AER1 paper
- BPAKDD1 paper
- A*SIGMOD1 paper
- CICAIL1 paper
- AESORICS1 paper
- BITiCSE1 paper
- AustralasianAusDM1 paper
- CEJC1 paper
- BDaWaK1 paper
- BCSL1 paper
- CFQAS1 paper
- BLPNMR1 paper
Papers
71 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ECAI | Group Explainability Through Local Approximation. | Mattia Setzu, Riccardo Guidotti, Dino Pedreschi, Fosca Giannotti |
| 2025 | ICDM | Explanations Go Linear: Post-Hoc Explainability for Tabular Data with Interpretable Meta-Encoding. | Simone Piaggesi, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
| 2025 | IJCAI | Human-AI Coevolution (Abstract Reprint). | Dino Pedreschi, Luca Pappalardo, Emanuele Ferragina, Ricardo Baeza-Yates, Albert-Lszl Barabsi, Frank Dignum, Virginia Dignum, Tina Eliassi-Rad, Fosca Giannotti, Jnos Kertsz, Alistair Knott, Yannis E. Ioannidis, Paul Lukowicz, Andrea Passarella, Alex 'Sandy' Pentland, John Shawe-Taylor, Alessandro Vespignani |
| 2024 | DIS | This Sounds Like That: Explainable Audio Classification via Prototypical Parts. | Andrea Fedele, Riccardo Guidotti, Dino Pedreschi |
| 2023 | DIS | Semantic Enrichment of Explanations of AI Models for Healthcare. | Luca Corbucci, Anna Monreale, Cecilia Panigutti, Michela Natilli, Simona Smiraglio, Dino Pedreschi |
| 2022 | AI | A Modularized Framework for Explaining Black Box Classifiers for Text Data. | Mahtab Sarvmaili, Riccardo Guidotti, Anna Monreale, Amlcar Soares, Zahra Sadeghi, Fosca Giannotti, Dino Pedreschi, Stan Matwin |
| 2022 | CHI | Understanding the impact of explanations on advice-taking: a user study for AI-based clinical Decision Support Systems. | Cecilia Panigutti, Andrea Beretta, Fosca Giannotti, Dino Pedreschi |
| 2022 | DIS | Interpretable Latent Space to Enable Counterfactual Explanations. | Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
| 2022 | DIS | Explaining Siamese Networks in Few-Shot Learning for Audio Data. | Andrea Fedele, Riccardo Guidotti, Dino Pedreschi |
| 2022 | DSAA | Transparent Latent Space Counterfactual Explanations for Tabular Data. | Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi |
| 2021 | AI | A modularized framework for explaining hierarchical attention networks on text classifiers. | Mahtab Sarvmaili, Amlcar Soares, Riccardo Guidotti, Anna Monreale, Fosca Giannotti, Dino Pedreschi, Stan Matwin |
| 2021 | CLOSER | RT-MongoDB: A NoSQL Database with Differentiated Performance. | Remo Andreoli, Tommaso Cucinotta, Dino Pedreschi |
| 2020 | AAAI | Explaining Image Classifiers Generating Exemplars and Counter-Exemplars from Latent Representations. | Riccardo Guidotti, Anna Monreale, Stan Matwin, Dino Pedreschi |
| 2020 | EDBT | Towards In-Memory Sub-Trajectory Similarity Search. | Omid Isfahani Alamdari, Mirco Nanni, Roberto Trasarti, Dino Pedreschi |
| 2019 | AAAI | Meaningful Explanations of Black Box AI Decision Systems. | Dino Pedreschi, Fosca Giannotti, Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini |
| 2019 | FM | Analysis and Visualization of Performance Indicators in University Admission Tests. | Michela Natilli, Daniele Fadda, Salvatore Rinzivillo, Dino Pedreschi, Federica Licari |
| 2017 | DSAA | There's a Path for Everyone: A Data-Driven Personal Model Reproducing Mobility Agendas. | Riccardo Guidotti, Roberto Trasarti, Mirco Nanni, Fosca Giannotti, Dino Pedreschi |
| 2017 | DSAA | NDlib: Studying Network Diffusion Dynamics. | Giulio Rossetti, Letizia Milli, Salvatore Rinzivillo, Alina Srbu, Dino Pedreschi, Fosca Giannotti |
| 2017 | ICDM | Market Basket Prediction Using User-Centric Temporal Annotated Recurring Sequences. | Riccardo Guidotti, Giulio Rossetti, Luca Pappalardo, Fosca Giannotti, Dino Pedreschi |
| 2017 | KDD | Clustering Individual Transactional Data for Masses of Users. | Riccardo Guidotti, Anna Monreale, Mirco Nanni, Fosca Giannotti, Dino Pedreschi |
| 2015 | DSAA | The harsh rule of the goals: Data-driven performance indicators for football teams. | Paolo Cintia, Fosca Giannotti, Luca Pappalardo, Dino Pedreschi, Marco Malvaldi |
| 2015 | DSAA | Behavioral entropy and profitability in retail. | Riccardo Guidotti, Michele Coscia, Dino Pedreschi, Diego Pennacchioli |
| 2015 | DSAA | Quantification in social networks. | Letizia Milli, Anna Monreale, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti, Fabrizio Sebastiani |
| 2015 | SEFM | Clustering Formulation Using Constraint Optimization. | Valerio Grossi, Anna Monreale, Mirco Nanni, Dino Pedreschi, Franco Turini |
| 2014 | CloudCom | CF-inspired Privacy-Preserving Prediction of Next Location in the Cloud. | Anirban Basu, Juan Camilo Corena, Anna Monreale, Dino Pedreschi, Fosca Giannotti, Shinsaku Kiyomoto, Jaideep Vaidya, Yutaka Miyake |
| 2014 | DSAA | The purpose of motion: Learning activities from Individual Mobility Networks. | Salvatore Rinzivillo, Lorenzo Gabrielli, Mirco Nanni, Luca Pappalardo, Dino Pedreschi, Fosca Giannotti |
| 2014 | EDBT | Big data analytics for smart mobility: a case study. | Roberto Trasarti, Barbara Furletti, Lorenzo Gabrielli, Mirco Nanni, Dino Pedreschi |
| 2014 | ICDE | Overlap versus partition: Marketing classification and customer profiling in complex networks of products. | Diego Pennacchioli, Michele Coscia, Dino Pedreschi |
| 2014 | SAC | Fair pattern discovery. | Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer, Fosca Giannotti |
| 2014 | SEFM | Retrieving Points of Interest from Human Systematic Movements. | Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Dino Pedreschi, Fosca Giannotti |
| 2013 | ICDM | "Engine Matters": A First Large Scale Data Driven Study on Cyclists' Performance. | Paolo Cintia, Luca Pappalardo, Dino Pedreschi |
| 2013 | ICDM | Quantification Trees. | Letizia Milli, Anna Monreale, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi, Fabrizio Sebastiani |
| 2012 | ER | Mega-modeling for Big Data Analytics. | Stefano Ceri, Emanuele Della Valle, Dino Pedreschi, Roberto Trasarti |
| 2012 | ICDM | Injecting Discrimination and Privacy Awareness Into Pattern Discovery. | Sara Hajian, Anna Monreale, Dino Pedreschi, Josep Domingo-Ferrer, Fosca Giannotti |
| 2012 | KDD | DEMON: a local-first discovery method for overlapping communities. | Michele Coscia, Giulio Rossetti, Fosca Giannotti, Dino Pedreschi |
| 2012 | KDD | Efficient distributed computation of human mobility aggregates through user mobility profiles. | Mirco Nanni, Roberto Trasarti, Giulio Rossetti, Dino Pedreschi |
| 2012 | SAC | A study of top-k measures for discrimination discovery. | Dino Pedreschi, Salvatore Ruggieri, Franco Turini |
| 2011 | KDD | Human mobility, social ties, and link prediction. | Dashun Wang, Dino Pedreschi, Chaoming Song, Fosca Giannotti, Albert-Lszl Barabsi |
| 2011 | MDM | Challenges for Mobile Data Management in the Era of Cloud and Social Computing. | Chatschik Bisdikian, Bernhard Mitschang, Dino Pedreschi, Vincent S. Tseng, Claudio Bettini |
| 2010 | EDBT | Advanced knowledge discovery on movement data with the GeoPKDD system. | Mirco Nanni, Roberto Trasarti, Chiara Renso, Fosca Giannotti, Dino Pedreschi |
| 2010 | ICDE | Towards discovery of eras in social networks. | Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi |
| 2010 | PAKDD | As Time Goes by: Discovering Eras in Evolving Social Networks. | Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, Dino Pedreschi |
| 2010 | SIGMOD | DCUBE: discrimination discovery in databases. | Salvatore Ruggieri, Dino Pedreschi, Franco Turini |
| 2009 | EDBT | Geographic privacy-aware knowledge discovery and delivery. | Fosca Giannotti, Dino Pedreschi, Yannis Theodoridis |
| 2009 | ICAIL | Integrating induction and deduction for finding evidence of discrimination. | Dino Pedreschi, Salvatore Ruggieri, Franco Turini |
| 2009 | ICDM | High Quality True-Positive Prediction for Fiscal Fraud Detection. | Stefano Basta, Fabio Fassetti, Massimo Guarascio, Giuseppe Manco, Fosca Giannotti, Dino Pedreschi, Laura Spinsanti, Gianfilippo Papi, Stefano Pisani |
| 2009 | SDM | Measuring Discrimination in Socially-Sensitive Decision Records. | Dino Pedreschi, Salvatore Ruggieri, Franco Turini |
| 2008 | ESORICS | Pattern-Preserving k-Anonymization of Sequences and its Application to Mobil- ity Data Mining. | Ruggero G. Pensa, Anna Monreale, Fabio Pinelli, Dino Pedreschi |
| 2008 | KDD | Mobility, Data Mining and Privacy the Experience of the GeoPKDD Project. | Fosca Giannotti, Dino Pedreschi, Franco Turini |
| 2008 | KDD | Discrimination-aware data mining. | Dino Pedreschi, Salvatore Ruggieri, Franco Turini |
| 2007 | KDD | Trajectory pattern mining. | Fosca Giannotti, Mirco Nanni, Fabio Pinelli, Dino Pedreschi |
| 2007 | MDM | Privacy-Aware Knowledge Discovery from Location Data. | Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi, Osman Abul |
| 2006 | SAC | Towards low-perturbation anonymity preserving pattern discovery. | Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi |
| 2006 | SAC | Mining sequences with temporal annotations. | Fosca Giannotti, Mirco Nanni, Dino Pedreschi, Fabio Pinelli |
| 2006 | SDM | Efficient Mining of Temporally Annotated Sequences. | Fosca Giannotti, Mirco Nanni, Dino Pedreschi |
| 2005 | ICDM | Blocking Anonymity Threats Raised by Frequent Itemset Mining. | Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi |
| 2004 | ITiCSE | IT4PS: information technology for problem solving. | Cristiana Rita Alfonsi, Nello Scarabottolo, Dino Pedreschi, Maria Simi |
| 2003 | ICDM | ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraint. | Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi |
| 2002 | AusDM | Distances For Spatio-Temporal Clustering. | Mirco Nanni, Dino Pedreschi |
| 2000 | EJC | Logic-Based Knowledge Discovery in Databases. | Fosca Giannotti, Mirco Nanni, Dino Pedreschi |
| 1999 | DaWaK | Using Data Mining Techniques in Fiscal Fraud Detection. | Francesco Bonchi, Fosca Giannotti, Gianni Mainetto, Dino Pedreschi |
| 1999 | ICLP | Bounded Nondeterminism of Logic Programs. | Dino Pedreschi, Salvatore Ruggieri |
| 1999 | KDD | A Classification-Based Methodology for Planning Audit Strategies in Fraud Detection. | Francesco Bonchi, Fosca Giannotti, Gianni Mainetto, Dino Pedreschi |
| 1998 | CSL | On the Effective Semantics of Nondeterministic, Nonmonotonic, Temporal Logic Databases. | Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi |
| 1998 | FQAS | Query Answering in Nondeterministic, Nonmonotonic Logic Databases. | Fosca Giannotti, Giuseppe Manco, Mirco Nanni, Dino Pedreschi |
| 1994 | ICLP | Total correctness of logic and pure Prolog programs. | Paolo Mascellani, Dino Pedreschi |
| 1994 | ICLP | A Proof Method for Runtime Properties of Prolog Programs. | Dino Pedreschi |
| 1991 | ICLP | Theory Construction in Computational Logic. | Antonio Brogi, Paolo Mancarella, Dino Pedreschi, Franco Turini |
| 1990 | ECAI | Universal Quantification by Case Analysis. | Antonio Brogi, Paolo Mancarella, Dino Pedreschi, Franco Turini |
| 1990 | LPNMR | Declarative Semantics for Pruning Operators in Logic Programming. | Fosca Giannotti, Dino Pedreschi |
| 1988 | ICLP | An Algebra of Logic Programs. | Paolo Mancarella, Dino Pedreschi |