Francesco Bonchi - researchr alias

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2011

Query reformulation mining: models, patterns, and applicationsPaolo Boldi, Francesco Bonchi, Carlos Castillo, Sebastiano Vigna. ir, 14(3):257-289, 2011. [doi]

Viscous democracy for social networksPaolo Boldi, Francesco Bonchi, Carlos Castillo, Sebastiano Vigna. CACM, 54(6):129-137, 2011. [doi]

Social Network Analysis and Mining for Business ApplicationsFrancesco Bonchi, Carlos Castillo, Aristides Gionis, Alejandro Jaimes. tist, 2(3):22, 2011. [doi]

Characterizing Uncertain Data using CompressionFrancesco Bonchi, Matthijs van Leeuwen, Antti Ukkonen. sdm 2011: 534-545 [doi]

Recommendations for the long tail by term-query graphFrancesco Bonchi, Raffaele Perego, Fabrizio Silvestri, Hossein Vahabi, Rossano Venturini. WWW 2011: 15-16 [doi]

Identity obfuscation in graphs through the information theoretic lensFrancesco Bonchi, Aristides Gionis, Tamir Tassa. icde 2011: 924-935 [doi]

Sparsification of influence networksMichael Mathioudakis, Francesco Bonchi, Carlos Castillo, Aristides Gionis, Antti Ukkonen. kdd 2011: 529-537 [doi]

2010

Learning influence probabilities in social networksAmit Goyal 0002, Francesco Bonchi, Laks V. S. Lakshmanan. wsdm 2010: 241-250 [doi]

Hiding Sequential and Spatiotemporal PatternsOsman Abul, Francesco Bonchi, Fosca Giannotti. tkde, 22(12):1709-1723, 2010. [doi]

Anonymization of moving objects databases by clustering and perturbationOsman Abul, Francesco Bonchi, Mirco Nanni. is, 35(8):884-910, 2010. [doi]

Special issue for ECML PKDD 2010: Guest editors introductionJosé L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag. ml, 81(1):1-4, 2010. [doi]

Guest editors introduction: special issue of selected papers from ECML PKDD 2010José L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag. datamine, 21(2):221-223, 2010. [doi]

Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part IJosé L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag, editors, Volume 6321 of Lecture Notes in Computer Science, Springer, 2010. [doi]

Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part IIIJosé L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag, editors, Volume 6323 of Lecture Notes in Computer Science, Springer, 2010. [doi]

Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part IIJosé L. Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag, editors, Volume 6322 of Lecture Notes in Computer Science, Springer, 2010. [doi]

Learning and Predicting the Evolution of Social NetworksBjörn Bringmann, Michele Berlingerio, Francesco Bonchi, Aristides Gionis. expert, 25(4):26-35, 2010. [doi]

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

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

On the high density of leadership nuclei in endorsement social networksGuillermo Garrido, Francesco Bonchi, Aristides Gionis. WWW 2010: 1099-1100 [doi]

The Meme Ranking Problem: Maximizing Microblogging ViralityDino Ienco, Francesco Bonchi, Carlos Castillo. icdm 2010: 328-335 [doi]

Cold start link predictionVincent Leroy, Berkant Barla Cambazoglu, Francesco Bonchi. kdd 2010: 393-402 [doi]

k-Nearest Neighbors in Uncertain GraphsMichalis Potamias, Francesco Bonchi, Aristides Gionis, George Kollios. pvldb, 3(1):997-1008, 2010. [doi]

2009

GuruMine: A Pattern Mining System for Discovering Leaders and TribesAmit Goyal 0002, Byung-Won On, Francesco Bonchi, Laks V. S. Lakshmanan. icde 2009: 1471-1474 [doi]

Mining Clinical, Immunological, and Genetic Data of Solid Organ TransplantationMichele Berlingerio, Francesco Bonchi, Michele Curcio, Fosca Giannotti, Franco Turini. In Amandeep S. Sidhu, Tharam S. Dillon, editors, Biomedical Data and Applications. Volume 224 of Studies in Computational Intelligence, pages 211-236, Springer, 2009. [doi]

Mining Graph Evolution RulesMichele Berlingerio, Francesco Bonchi, BjÃ¶rn Bringmann, Aristides Gionis. pkdd 2009: 115-130 [doi]

From Dango to Japanese Cakes : Query Reformulation Models and PatternsPaolo Boldi, Francesco Bonchi, Carlos Castillo, Sebastiano Vigna. webi 2009: 183-190 [doi]

Voting in social networksPaolo Boldi, Francesco Bonchi, Carlos Castillo, Sebastiano Vigna. CIKM 2009: 777-786 [doi]

Taxonomy-driven lumping for sequence miningFrancesco Bonchi, Carlos Castillo, Debora Donato, Aristides Gionis. datamine, 19(2):227-244, 2009. [doi]

Taxonomy-Driven Lumping for Sequence MiningFrancesco Bonchi, Carlos Castillo, Debora Donato, Aristides Gionis. pkdd 2009: 29 [doi]

Privacy, Security, and Trust in KDD, Second ACM SIGKDD International Workshop, PinKDD 2008, Las Vegas, NV, USA, August 24, 2008, Revised Selected PapersFrancesco Bonchi, Elena Ferrari, Wei Jiang, Bradley Malin, editors, Volume 5456 of Lecture Notes in Computer Science, Springer, 2009. [doi]

A constraint-based querying system for exploratory pattern discoveryFrancesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti. is, 34(1):3-27, 2009. [doi]

Privacy Preserving Publication of Moving Object DataFrancesco Bonchi. esorics 2009: 190-215 [doi]

Fast shortest path distance estimation in large networksMichalis Potamias, Francesco Bonchi, Carlos Castillo, Aristides Gionis. CIKM 2009: 867-876 [doi]

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

Compressing tags to find interesting media groupsMatthijs van Leeuwen, Francesco Bonchi, BÃ¶rkur SigurbjÃ¶rnsson, Arno Siebes. CIKM 2009: 1147-1156 [doi]

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

2008

Discovering leaders from community actionsAmit Goyal 0002, Francesco Bonchi, Laks V. S. Lakshmanan. CIKM 2008: 499-508 [doi]

Never Walk Alone: Uncertainty for Anonymity in Moving Objects DatabasesOsman Abul, Francesco Bonchi, Mirco Nanni. icde 2008: 376-385 [doi]

Anonymity preserving pattern discoveryMaurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi. vldb, 17(4):703-727, 2008. [doi]

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

Topical query decompositionFrancesco Bonchi, Carlos Castillo, Debora Donato, Aristides Gionis. kdd 2008: 52-60 [doi]

PinKDD 08: privacy, security, and trust in KDD post workshop reportFrancesco Bonchi, Elena Ferrari, Wei Jiang, Bradley Malin. sigkdd, 10(2):66-67, 2008. [doi]

Privacy, Security, and Trust in KDD, First ACM SIGKDD International Workshop, PinKDD 2007, San Jose, CA, USA, August 12, 2007, Revised Selected PapersFrancesco Bonchi, Elena Ferrari, Bradley Malin, Yücel Saygin, editors, Volume 4890 of Lecture Notes in Computer Science, Springer, 2008.

Privacy in Spatiotemporal Data MiningFrancesco Bonchi, Yücel Saygin, Vassilios S. Verykios, Maurizio Atzori, Aris Gkoulalas-Divanis, Selim Volkan Kaya, Erkay Savas. In Fosca Giannotti, Dino Pedreschi, editors, Mobility, Data Mining and Privacy - Geographic Knowledge Discovery. pages 297-333, Springer, 2008. [doi]

Recent advances in preserving privacy when mining dataFrancesco Bonchi, Bradley Malin, Yücel Saygin. DKE, 65(1):1-4, 2008. [doi]

Privacy Protection: Regulations and Technologies, Opportunities and ThreatsDino Pedreschi, Francesco Bonchi, Franco Turini, Vassilios S. Verykios, Maurizio Atzori, Bradley Malin, Bart Moelans, Yücel Saygin. In Fosca Giannotti, Dino Pedreschi, editors, Mobility, Data Mining and Privacy - Geographic Knowledge Discovery. pages 101-119, Springer, 2008. [doi]

Sequence Mining Automata: A New Technique for Mining Frequent Sequences under Regular ExpressionsRoberto Trasarti, Francesco Bonchi, Bart Goethals. icdm 2008: 1061-1066 [doi]

2007

Hiding SequencesOsman Abul, Maurizio Atzori, Francesco Bonchi, Fosca Giannotti. sebd 2007: 233-241

Hiding SequencesOsman Abul, Maurizio Atzori, Francesco Bonchi, Fosca Giannotti. icde 2007: 147-156 [doi]

Hiding Sensitive Trajectory PatternsOsman Abul, Maurizio Atzori, Francesco Bonchi, Fosca Giannotti. icdm 2007: 693-698 [doi]

Privacy-Aware Knowledge Discovery from Location DataMaurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi, Osman Abul. MDM 2007: 283-287 [doi]

Towards Constraint-Based Subgraph MiningMichele Berlingerio, Francesco Bonchi, Fosca Giannotti. sebd 2007: 274-281

Mining Clinical Data with a Temporal Dimension: A Case StudyMichele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini. bibm 2007: 429-436 [doi]

Time-Annotated Sequences for Medical Data MiningMichele Berlingerio, Francesco Bonchi, Fosca Giannotti, Franco Turini. icdm 2007: 133-138 [doi]

Soft constraint based pattern miningStefano Bistarelli, Francesco Bonchi. DKE, 62(1):118-137, 2007. [doi]

PinKDD 07: privacy, security, and trust in KDD post-workshop reportFrancesco Bonchi, Elena Ferrari, Bradley Malin, Yücel Saygin. sigkdd, 9(2):93-95, 2007. [doi]

Extending the state-of-the-art of constraint-based pattern discoveryFrancesco Bonchi, Claudio Lucchese. DKE, 60(2):377-399, 2007. [doi]

2006

Towards low-perturbation anonymity preserving pattern discoveryMaurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi. SAC 2006: 588-592 [doi]

Mining HLA Patterns Explaining Liver DiseasesMichele Berlingerio, Francesco Bonchi, Silvia Chelazzi, Michele Curcio, Fosca Giannotti, Fabrizio Scatena. cbms 2006: 702-707 [doi]

Extending the Soft Constraint Based Mining ParadigmStefano Bistarelli, Francesco Bonchi. kdid 2007: 24-41 [doi]

On condensed representations of constrained frequent patternsFrancesco Bonchi, Claudio Lucchese. kais, 9(2):180-201, 2006. [doi]

Knowledge Discovery in Inductive Databases, 4th International Workshop, KDID 2005, Porto, Portugal, October 3, 2005, Revised Selected and Invited PapersFrancesco Bonchi, Jean-François Boulicaut, editors, Volume 3933 of Lecture Notes in Computer Science, Springer, 2006.

On Interactive Pattern Mining from Relational DatabasesFrancesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti. kdid 2007: 42-62 [doi]

ConQueSt: a Constraint-based Querying System for Exploratory Pattern DiscoveryFrancesco Bonchi, Fosca Giannotti, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Roberto Trasarti. icde 2006: 159 [doi]

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

2005

Blocking Anonymity Threats Raised by Frequent Itemset MiningMaurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi. icdm 2005: 561-564 [doi]

::::k::::-Anonymous PatternsMaurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi. pkdd 2005: 10-21 [doi]

Anonymity and data miningMaurizio Atzori, Francesco Bonchi, Fosca Giannotti, Dino Pedreschi. csse, 20(5), 2005.

Interestingness is Not a Dichotomy: Introducing Softness in Constrained Pattern MiningStefano Bistarelli, Francesco Bonchi. pkdd 2005: 22-33 [doi]

Exante: A Preprocessing Method for Frequent-Pattern MiningFrancesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi. expert, 20(3):25-31, 2005. [doi]

Pushing Tougher Constraints in Frequent Pattern MiningFrancesco Bonchi, Claudio Lucchese. pakdd 2005: 114-124 [doi]

Efficient breadth-first mining of frequent pattern with monotone constraintsFrancesco Bonchi, Fosca Giannotti, Alessio Mazzanti, Dino Pedreschi. kais, 8(2):131-153, 2005. [doi]

2004

2003

2001

2000

On Verification in Logic Database LanguagesFrancesco Bonchi, Fosca Giannotti, Dino Pedreschi. cl 2000: 957-971 [doi]

1999