Francesco Bonchi

Francesco Bonchi, Carlos Castillo, Dino Ienco: Meme ranking to maximize posts virality in microblogging platforms. J. Intell. Inf. Syst. 40(2): 211-239 (2013)

Francesco Bonchi, Aristides Gionis, Antti Ukkonen: Overlapping correlation clustering. Knowl. Inf. Syst. 35(1): 1-32 (2013)

Nicola Barbieri, Francesco Bonchi, Giuseppe Manco: Cascade-based community detection. WSDM 2013: 33-42

Ilaria Bordino, Gianmarco De Francisci Morales, Ingmar Weber, Francesco Bonchi: From machu_picchu to "rafting the urubamba river": anticipating information needs via the entity-query graph. WSDM 2013: 275-284

Lilian Weng, Jacob Ratkiewicz, Nicola Perra, Bruno Gonçalves, Carlos Castillo, Francesco Bonchi, Rossano Schifanella, Filippo Menczer, Alessandro Flammini: The Role of Information Diffusion in the Evolution of Social Networks. CoRR abs/1302.6276 (2013)

Gabor Melli, Xindong Wu, Paul Beinat, Francesco Bonchi, Longbing Cao, Rong Duan, Christos Faloutsos, Rayid Ghani, Brendan Kitts, Bart Goethals, Geoff J. McLachlan, Jian Pei, Ashok Srivastava, Osmar R. Zaïane: Top-10 Data Mining Case Studies. International Journal of Information Technology and Decision Making 11(2): 389-400 (2012)

Francesco Bonchi, Pooya Esfandiar, David F. Gleich, Chen Greif, Laks V. S. Lakshmanan: Fast Matrix Computations for Pairwise and Columnwise Commute Times and Katz Scores. Internet Mathematics 8(1-2): 73-112 (2012)

Mikalai Tsytsarau, Francesco Bonchi, Aristides Gionis, Themis Palpanas: Diverse dimension decomposition for itemset spaces. Knowl. Inf. Syst. 33(2): 447-473 (2012)

Paolo Boldi, Francesco Bonchi, Aristides Gionis, Tamir Tassa: Injecting Uncertainty in Graphs for Identity Obfuscation. PVLDB 5(11): 1376-1387 (2012)

Ida Mele, Francesco Bonchi, Aristides Gionis: The early-adopter graph and its application to web-page recommendation. CIKM 2012: 1682-1686

Francesco Bonchi, Ophir Frieder, Franco Maria Nardini, Fabrizio Silvestri, Hossein Vahabi: Interactive and context-aware tag spell check and correction. CIKM 2012: 1869-1873

Nicola Barbieri, Francesco Bonchi, Giuseppe Manco: Topic-Aware Social Influence Propagation Models. ICDM 2012: 81-90

Francesco Bonchi, Aristides Gionis, Francesco Gullo, Antti Ukkonen: Chromatic correlation clustering. KDD 2012: 1321-1329

Francesco Bonchi, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini: Efficient query recommendations in the long tail via center-piece subgraphs. SIGIR 2012: 345-354

Paolo Boldi, Francesco Bonchi, Aristides Gionis, Tamir Tassa: Injecting Uncertainty in Graphs for Identity Obfuscation. CoRR abs/1208.4145 (2012)

Paolo Boldi, Francesco Bonchi, Carlos Castillo, Sebastiano Vigna: Viscous democracy for social networks. Commun. ACM 54(6): 129-137 (2011)

Francesco Bonchi: Influence Propagation in Social Networks: A Data Mining Perspective. IEEE Intelligent Informatics Bulletin 12(1): 8-16 (2011)

Paolo Boldi, Francesco Bonchi, Carlos Castillo, Sebastiano Vigna: Query reformulation mining: models, patterns, and applications. Inf. Retr. 14(3): 257-289 (2011)

Amit Goyal, Francesco Bonchi, Laks V. S. Lakshmanan: A Data-Based Approach to Social Influence Maximization. PVLDB 5(1): 73-84 (2011)

Francesco Bonchi, Laks V. S. Lakshmanan, Wendy Hui Wang: Trajectory anonymity in publishing personal mobility data. SIGKDD Explorations 13(1): 30-42 (2011)

Francesco Bonchi, Carlos Castillo, Aristides Gionis, Alejandro Jaimes: Social Network Analysis and Mining for Business Applications. ACM TIST 2(3): 22 (2011)

Manos Papagelis, Francesco Bonchi, Aristides Gionis: Suggesting ghost edges for a smaller world. CIKM 2011: 2305-2308

Francesco Bonchi, Aristides Gionis, Tamir Tassa: Identity obfuscation in graphs through the information theoretic lens. ICDE 2011: 924-935

Francesco Bonchi, Aristides Gionis, Antti Ukkonen: Overlapping Correlation Clustering. ICDM 2011: 51-60

Mikalai Tsytsarau, Francesco Bonchi, Aristides Gionis, Themis Palpanas: Diverse Dimension Decomposition of an Itemset Space. ICDM 2011: 725-734

Michael Mathioudakis, Francesco Bonchi, Carlos Castillo, Aristides Gionis, Antti Ukkonen: Sparsification of influence networks. KDD 2011: 529-537

Francesco Bonchi, Matthijs van Leeuwen, Antti Ukkonen: Characterizing Uncertain Data using Compression. SDM 2011: 534-545

Francesco Bonchi: Influence Propagation in Social Networks: A Data Mining Perspective. Web Intelligence 2011: 2

Francesco Bonchi, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini: Recommendations for the long tail by term-query graph. WWW (Companion Volume) 2011: 15-16

Francesco Bonchi, Pooya Esfandiar, David F. Gleich, Chen Greif, Laks V. S. Lakshmanan: Fast matrix computations for pair-wise and column-wise commute times and Katz scores. CoRR abs/1104.3791 (2011)

Amit Goyal, Francesco Bonchi, Laks V. S. Lakshmanan: A Data-Based Approach to Social Influence Maximization. CoRR abs/1109.6886 (2011)

José L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag: Guest editors' introduction: special issue of selected papers from ECML PKDD 2010. Data Min. Knowl. Discov. 21(2): 221-223 (2010)

Björn Bringmann, Michele Berlingerio, Francesco Bonchi, Aristides Gionis: Learning and Predicting the Evolution of Social Networks. IEEE Intelligent Systems 25(4): 26-35 (2010)

Osman Abul, Francesco Bonchi, Mirco Nanni: Anonymization of moving objects databases by clustering and perturbation. Inf. Syst. 35(8): 884-910 (2010)

José L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag: Special issue for ECML PKDD 2010: Guest editors' introduction. Machine Learning 81(1): 1-4 (2010)

Michalis Potamias, Francesco Bonchi, Aristides Gionis, George Kollios: k-Nearest Neighbors in Uncertain Graphs. PVLDB 3(1): 997-1008 (2010)

Osman Abul, Francesco Bonchi, Fosca Giannotti: Hiding Sequential and Spatiotemporal Patterns. IEEE Trans. Knowl. Data Eng. 22(12): 1709-1723 (2010)

Dino Ienco, Francesco Bonchi, Carlos Castillo: The Meme Ranking Problem: Maximizing Microblogging Virality. ICDM Workshops 2010: 328-335

Vincent Leroy, Berkant Barla Cambazoglu, Francesco Bonchi: Cold start link prediction. KDD 2010: 393-402

Pooya Esfandiar, Francesco Bonchi, David F. Gleich, Chen Greif, Laks V. S. Lakshmanan, Byung-Won On: Fast Katz and Commuters: Efficient Estimation of Social Relatedness in Large Networks. WAW 2010: 132-145

Amit Goyal, Francesco Bonchi, Laks V. S. Lakshmanan: Learning influence probabilities in social networks. WSDM 2010: 241-250

Debora Donato, Francesco Bonchi, Tom Chi, Yoëlle S. Maarek: Do you want to take notes?: identifying research missions in Yahoo! search pad. WWW 2010: 321-330

Guillermo Garrido, Francesco Bonchi, Aristides Gionis: On the high density of leadership nuclei in endorsement social networks. WWW 2010: 1099-1100

José L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag (Eds.): Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part I. Lecture Notes in Computer Science 6321, Springer 2010, isbn 978-3-642-15879-7

José L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag (Eds.): Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part II. Lecture Notes in Computer Science 6322, Springer 2010, isbn 978-3-642-15882-7

José L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag (Eds.): Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III. Lecture Notes in Computer Science 6323, Springer 2010, isbn 978-3-642-15938-1

Amit Goyal, Francesco Bonchi, Laks V. S. Lakshmanan: Approximation Analysis of Influence Spread in Social Networks. CoRR abs/1008.2005 (2010)

Francesco Bonchi, Carlos Castillo, Debora Donato, Aristides Gionis: Taxonomy-driven lumping for sequence mining. Data Min. Knowl. Discov. 19(2): 227-244 (2009)

Francesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti: A constraint-based querying system for exploratory pattern discovery. Inf. Syst. 34(1): 3-27 (2009)

Paolo Boldi, Francesco Bonchi, Carlos Castillo, Sebastiano Vigna: Voting in social networks. CIKM 2009: 777-786

Michalis Potamias, Francesco Bonchi, Carlos Castillo, Aristides Gionis: Fast shortest path distance estimation in large networks. CIKM 2009: 867-876

Matthijs van Leeuwen, Francesco Bonchi, Börkur Sigurbjörnsson, Arno Siebes: Compressing tags to find interesting media groups. CIKM 2009: 1147-1156

Roman Yarovoy, Francesco Bonchi, Laks V. S. Lakshmanan, Wendy Hui Wang: Anonymizing moving objects: how to hide a MOB in a crowd? EDBT 2009: 72-83

Francesco Bonchi: Privacy Preserving Publication of Moving Object Data. Privacy in Location-Based Applications 2009: 190-215

Amit Goyal, Byung-Won On, Francesco Bonchi, Laks V. S. Lakshmanan: GuruMine: A Pattern Mining System for Discovering Leaders and Tribes. ICDE 2009: 1471-1474

Francesco Bonchi, Carlos Castillo, Debora Donato, Aristides Gionis: Taxonomy-Driven Lumping for Sequence Mining. ECML/PKDD (1) 2009: 29

Michele Berlingerio, Francesco Bonchi, Björn Bringmann, Aristides Gionis: Mining Graph Evolution Rules. ECML/PKDD (1) 2009: 115-130

Roberto Trasarti, Francesco Bonchi, Bart Goethals: A new technique for sequential pattern mining under regular expressions. SEBD 2009: 325-332

Paolo Boldi, Francesco Bonchi, Carlos Castillo, Sebastiano Vigna: From "Dango" to "Japanese Cakes": Query Reformulation Models and Patterns. Web Intelligence 2009: 183-190

Michele Berlingerio, Francesco Bonchi, Michele Curcio, Fosca Giannotti, Franco Turini: Mining Clinical, Immunological, and Genetic Data of Solid Organ Transplantation. Biomedical Data and Applications 2009: 211-236

Francesco Bonchi: Constraint-Based Pattern Discovery. Encyclopedia of Data Warehousing and Mining 2009: 313-319

Francesco Bonchi, Elena Ferrari, Wei Jiang, Bradley Malin (Eds.): Privacy, Security, and Trust in KDD, Second ACM SIGKDD International Workshop, PinKDD 2008, Las Vegas, NV, USA, August 24, 2008, Revised Selected Papers. Lecture Notes in Computer Science 5456, Springer 2009, isbn 978-3-642-01717-9

Francesco Bonchi, Bradley Malin, Yücel Saygin: Recent advances in preserving privacy when mining data. Data Knowl. Eng. 65(1): 1-4 (2008)

Francesco Bonchi, Elena Ferrari, Wei Jiang, Bradley Malin: PinKDD'08: privacy, security, and trust in KDD post workshop report. SIGKDD Explorations 10(2): 66-67 (2008)

Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi: Anonymity preserving pattern discovery. VLDB J. 17(4): 703-727 (2008)

Amit Goyal, Francesco Bonchi, Laks V. S. Lakshmanan: Discovering leaders from community actions. CIKM 2008: 499-508

Paolo Boldi, Francesco Bonchi, Carlos Castillo, Debora Donato, Aristides Gionis, Sebastiano Vigna: The query-flow graph: model and applications. CIKM 2008: 609-618

Osman Abul, Francesco Bonchi, Mirco Nanni: Never Walk Alone: Uncertainty for Anonymity in Moving Objects Databases. ICDE 2008: 376-385

Roberto Trasarti, Francesco Bonchi, Bart Goethals: Sequence Mining Automata: A New Technique for Mining Frequent Sequences under Regular Expressions. ICDM 2008: 1061-1066

Francesco Bonchi, Carlos Castillo, Debora Donato, Aristides Gionis: Topical query decomposition. KDD 2008: 52-60

Dino Pedreschi, Francesco Bonchi, Franco Turini, Vassilios S. Verykios, Maurizio Atzori, Bradley Malin, Bart Moelans, Yücel Saygin: Privacy Protection: Regulations and Technologies, Opportunities and Threats. Mobility, Data Mining and Privacy 2008: 101-119

Francesco Bonchi, Yücel Saygin, Vassilios S. Verykios, Maurizio Atzori, Aris Gkoulalas-Divanis, Selim Volkan Kaya, Erkay Savas: Privacy in Spatiotemporal Data Mining. Mobility, Data Mining and Privacy 2008: 297-333

Francesco Bonchi, Elena Ferrari, Bradley Malin, Yücel Saygin (Eds.): Privacy, Security, and Trust in KDD, First ACM SIGKDD International Workshop, PinKDD 2007, San Jose, CA, USA, August 12, 2007, Revised Selected Papers. Lecture Notes in Computer Science 4890, Springer 2008, isbn 978-3-540-78477-7

Francesco Bonchi, Claudio Lucchese: Extending the state-of-the-art of constraint-based pattern discovery. Data Knowl. Eng. 60(2): 377-399 (2007)

Stefano Bistarelli, Francesco Bonchi: Soft constraint based pattern mining. Data Knowl. Eng. 62(1): 118-137 (2007)

Francesco Bonchi, Elena Ferrari, Bradley Malin, Yücel Saygin: PinKDD'07: privacy, security, and trust in KDD post-workshop report. SIGKDD Explorations 9(2): 93-95 (2007)

Michele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini: Mining Clinical Data with a Temporal Dimension: A Case Study. BIBM 2007: 429-436

Osman Abul, Maurizio Atzori, Francesco Bonchi, Fosca Giannotti: Hiding Sequences. ICDE Workshops 2007: 147-156

Michele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini: Time-Annotated Sequences for Medical Data Mining. ICDM Workshops 2007: 133-138

Osman Abul, Maurizio Atzori, Francesco Bonchi, Fosca Giannotti: Hiding Sensitive Trajectory Patterns. ICDM Workshops 2007: 693-698

Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi, Osman Abul: Privacy-Aware Knowledge Discovery from Location Data. MDM 2007: 283-287

Osman Abul, Maurizio Atzori, Francesco Bonchi, Fosca Giannotti: Hiding Sequences. SEBD 2007: 233-241

Michele Berlingerio, Francesco Bonchi, Fosca Giannotti: Towards Constraint-Based Subgraph Mining. SEBD 2007: 274-281

Francesco Bonchi, Claudio Lucchese: On condensed representations of constrained frequent patterns. Knowl. Inf. Syst. 9(2): 180-201 (2006)

Michele Berlingerio, Francesco Bonchi, Silvia Chelazzi, Michele Curcio, Fosca Giannotti, Fabrizio Scatena: Mining HLA Patterns Explaining Liver Diseases. CBMS 2006: 702-707

Francesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti: ConQueSt: a Constraint-based Querying System for Exploratory Pattern Discovery. ICDE 2006: 159

Stefano Bistarelli, Francesco Bonchi: Extending the Soft Constraint Based Mining Paradigm. KDID 2006: 24-41

Francesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti: On Interactive Pattern Mining from Relational Databases. KDID 2006: 42-62

Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi: Towards low-perturbation anonymity preserving pattern discovery. SAC 2006: 588-592

Claudio Lucchese, Francesco Bonchi, Fosca Giannotti, Salvatore Orlando, Raffaele Perego, Roberto Trasarti: On Interactive Pattern Mining from Relational Databases. SEBD 2006: 329-338

Francesco Bonchi, Jean-François Boulicaut (Eds.): Knowledge Discovery in Inductive Databases, 4th International Workshop, KDID 2005, Porto, Portugal, October 3, 2005, Revised Selected and Invited Papers. Lecture Notes in Computer Science 3933, Springer 2006, isbn 3-540-33292-8

Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi: Anonymity and data mining. Comput. Syst. Sci. Eng. 20(5) (2005)

Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi: Exante: A Preprocessing Method for Frequent-Pattern Mining. IEEE Intelligent Systems 20(3): 25-31 (2005)

Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi: Efficient breadth-first mining of frequent pattern with monotone constraints. Knowl. Inf. Syst. 8(2): 131-153 (2005)

Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi: Blocking Anonymity Threats Raised by Frequent Itemset Mining. ICDM 2005: 561-564

Francesco Bonchi, Claudio Lucchese: Pushing Tougher Constraints in Frequent Pattern Mining. PAKDD 2005: 114-124

Maurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi: k-Anonymous Patterns. PKDD 2005: 10-21

Stefano Bistarelli, Francesco Bonchi: Interestingness is Not a Dichotomy: Introducing Softness in Constrained Pattern Mining. PKDD 2005: 22-33

Francesco Bonchi, Fosca Giannotti, Dino Pedreschi: A Relational Query Primitive for Constraint-Based Pattern Mining. Constraint-Based Mining and Inductive Databases 2004: 14-37

Francesco Bonchi, Fosca Giannotti: Pushing Constraints to Detect Local Patterns. Local Pattern Detection 2004: 1-19

Francesco Bonchi, Claudio Lucchese: On Closed Constrained Frequent Pattern Mining. ICDM 2004: 35-42

Francesco Bonchi, Bart Goethals: FP-Bonsai: The Art of Growing and Pruning Small FP-Trees. PAKDD 2004: 155-160

Francesco Bonchi, Fosca Giannotti, Dino Pedreschi: Frequent Pattern Queries for Flexible Knowledge Discovery. SEBD 2004: 250-261

Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi: ExAMiner: Optimized Level-wise Frequent Pattern Mining with Monotone Constraint. ICDM 2003: 11-18

Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi: Adaptive Constraint Pushing in Frequent Pattern Mining. PKDD 2003: 47-58

Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi: ExAnte: Anticipated Data Reduction in Constrained Pattern Mining. PKDD 2003: 59-70

Francesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi: Pre-processing for Constrained Pattern Mining. SEBD 2003: 519-530

Francesco Bonchi, Fosca Giannotti, Cristian Gozzi, Giuseppe Manco, Mirco Nanni, Dino Pedreschi, Chiara Renso, Salvatore Ruggieri: Web log data warehousing and mining for intelligent web caching. Data Knowl. Eng. 39(2): 165-189 (2001)

Francesco Bonchi, Fosca Giannotti, Giuseppe Manco, Chiara Renso, Mirco Nanni, Dino Pedreschi, Salvatore Ruggieri: Data Mining for Intelligent Web Caching. ITCC 2001: 599-603

Francesco Bonchi, Fosca Giannotti, Dino Pedreschi: On Verification in Logic Database Languages. Computational Logic 2000: 957-971

Francesco Bonchi, Fosca Giannotti, Gianni Mainetto, Dino Pedreschi: Using Data Mining Techniques in Fiscal Fraud Detection. DaWaK 1999: 369-376

Francesco Bonchi, Fosca Giannotti, Gianni Mainetto, Dino Pedreschi: A Classification-Based Methodology for Planning Audit Strategies in Fraud Detection. KDD 1999: 175-184

Francesco Bonchi, Fosca Giannotti, Gianni Mainetto, Dino Pedreschi: Una Metodologia Basata sulla Classificazione per la Pianificazione degli Accertamenti nel Rilevamento di Frodi. SEBD 1999: 69-84