Knowledge Discovery and Data Mining Laboratory (KDD)

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Publications

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PUMA, and MetaPub allow for more selective retrieval from the collections of the CNR Institutes; in particular from the CSCE, CNUCE, IEI, and ISTI collections.


Journal articles

   2010
1Abul O., Bonchi F., Nanni M. Anonymization of moving objects databases by clustering and perturbation. In: Information Systems, vol. 35 (8) pp. 884 - 910. Elsevier, 2010.        
2Bringmann B., Berlingerio M., Bonchi F., Gionis A. Learning and predicting the evolution of social networks. In: Ieee Intelligent Systems, vol. 25 (4) pp. 26 - 35. IEEE, 2010.        
3Giannotti F., Bonchi F., Abul O. Hiding sequential and spatiotemporal patterns. In: Ieee Transactions on Knowledge and Data Engineering, vol. 22 (12) pp. 1709 - 1723. IEEE, 2010.        
4Monreale A., Andrienko G., Andrienko N., Giannotti F., Pedreschi D., Rinzivillo S., Wrobel S. Movement data anonymity through generalization. In: Transactions on Data Privacy, vol. 3 (2) pp. 91 - 121. IIIA-CSIC, 2010.     
5Quattrociocchi W., Latorre D., Lodi E., Nanni M. Dealing with interaction for complex systems modelling and prediction. In: International Journal of Artificial Life Research (IJALR), vol. 1 (1) pp. 1 - 11. IGI Global, 2010.        
6Rossetto R., Borsi I., Schifani C., Bonari E., Mogorovich P., Primicerio M. SID&GRID: hydroinformatics system for the management of the water resource. In: Rendiconti online della Società Geologica Italiana, vol. 11 (1) pp. 193 - 194. 85° Congresso Nazionale della Società Geologica Italiana (Pisa 6-8 Settembre 2010). Sessioni 5-8. Bonaccorsi E., Carmina B., Marchetti D., Pappalardo M (eds.). Società Geologica Italiana, 2010.     
7Ruggieri S., Pedreschi D., Turini F. Data mining for discrimination discovery. In: ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 4 (2) article n. 9. ACM, 2010.        
8Ruggieri S., Pedreschi D., Turini F. Integrating induction and deduction for finding evidence of discrimination. In: Artificial Intelligence and Law, vol. 18 (1) pp. 1 - 43. Springer, 2010.        
9Ruggieri S., Mesnard F. Typing linear constraints. In: ACM Transactions on Programming Languages and Systems, vol. 32 (6) article n. 21. ACM, 2010.        
10Turini F., Baglioni M., Bellandi A., Pratesi C. Improving the business plan evaluation process: the role of intangibles. In: Journal of Quality Technology, vol. 7 (1) pp. 35 - 50. NCTU Publication Press and FCU Press, 2010.     

Contribution to Book/Monograph

   2010
1Kisilevich S., Mansmann F., Nanni M., Rinzivillo S. Spatio-temporal clustering. In: Data Mining and Knowledge Discovery Handbook. vol. 6 pp. 855 - 874. Oded Maimon, Lior Rokach. (Springer Science+Business Media). New York, USA: Springer, 2010.        
2Monreale A., Pedreschi D., Pensa R. G. Anonymity technologies for privacy-preserving data publishing and mining. In: Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques. pp. 3 - 33. Francesco Bonchi, Elena Ferrari (eds.). (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series). Boca Raton, USA: CRC Press, 2010.     
3Nanni M., Spinsanti L. Forecast analysis for sales in large-scale retail trade. In: Data Mining in Public and Private Sectors. Organizational and Government Applications. pp. 219 - 244. Antti Syväjärvi, Jari Stenvall (eds.). Hershey, PA, USA: IGI global, 2010.        

Proceedings

   2010
1Andrienko G., Andrienko N., Giannotti F., Monreale A., Pedreschi D., Rinzivillo S. A generalisation-based approach to anonymising movement data. In: The 13th AGILE conference on Geographic Information Science (Guimarães, Portugal, 10-14 May 2010). Proceedings, AGILE Conference - Online proceedings, 2010.     
2Berlingerio M., Coscia M., Giannotti F., Monreale A., Pedreschi D. As time goes by: discovering eras in evolving social networks. In: PAKDD 2010 - Advances in Knowledge Discovery and Data Mining. 14th Pacific-Asia Conference (Hyderabad, India, 21-24 June 2010). Proceedings, vol. I pp. 81 - 90. Mohammed J. Zaki, Jeffrey Xu Yu, B. Ravindran, Vikram Pudi. (Lecture Notes in Artificial Intelligence, vol. 6118). Springer, 2010.        
3Berlingerio M., Coscia M., Giannotti F., Monreale A., Pedreschi D. Discovering Eras in Evolving Social Networks. In: SEBD 2010 - 18th Italian Symposium on Advanced Database Systems (Rimini, Italy, 20-23 June 2010). Atti, pp. 78 - 85. Sonia Bergamaschi, Stefano Lodi, Riccardo Martoglia, Claudio Sartori (eds.). Società Editrice Esculapio, 2010.  
4Berlingerio M., Coscia M., Giannotti F., Monreale A., Pedreschi D. Towards discovery of eras in social networks. In: ICDEW 2010 - Data Engineering Workshops. IEEE 26th International Conference on Data Engineering (Long Beach, USA, Febbraio 2010). Proceedings, pp. 278 - 281. IEEE, 2010.        
5Giannotti F., Nanni M., Pedreschi D., Pinelli F., Renso C., Rinzivillo S., Trasarti R. Mobility data mining: discovering movement patterns from trajectory data. In: IWCTS'10 - International Workshop on Computational Transportation Science (San Jose, CA, USA, 3-5 November 2010). Proceedings, pp. 7 - 10. ACM, 2010.        
6Monreale A., Pinelli F., Trasarti R., Giannotti F. Location prediction through trajectory pattern mining. In: SEBD 2010 - 18th Italian Symposium on Advanced Database Systems (Rimini, Italy, 20-23 June 2010). Atti, pp. 134 - 141. Sonia Bergamaschi, Stefano Lodi, Riccardo Martoglia, Claudio Sartori (eds.). Società Editrice Esculapio, 2010.  
7Monreale A., Trasarti R., Renso C., Pedreschi D., Bogorny V. Preserving privacy in semantic-rich trajectories of human mobility. In: SPRINGL 2010 - 3rd ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS (San Jose, CA, USA, 3-5 November 2010). Proceedings, pp. 47 - 54. ACM, 2010.        
8Nanni M., Trasarti R. Querying and mining trajectories with gaps: a multi-path reconstruction approach (Extended Abstract). In: SEBD 2010 - 18th Italian Symposium on Advanced Database Systems (Rimini, Italy, 20-23 June 2010). Atti, pp. 126 - 133. Sonia Bergamaschi, Stefano Lodi, Riccardo Martoglia, Claudio Sartori (eds.). Società Editrice Esculapio, 2010.  
9Ong R., Wachowicz M., Nanni M., Renso C. From pattern discovery to pattern interpretation in movement data. In: SADM 2010 - Third International Workshop on Semantic Aspects of Data Mining (Sydney, Australia, 13-17 December 2010). Proceedings, pp. 527 - 534. IEEE, 2010.     
10Ruggieri S., Pedreschi D., Turini F. DCUBE: discrimination discovery in databases. In: SIGMOD '10 - 2010 International Conference on Management of Data (Indianapolis, Indiana, USA, June 6-11 2010). Proceedings, pp. 1127 - 1130. ACM, 2010.        
11Ruggieri S. Frequent regular itemset mining. In: KDD'2010 - 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Washington, DC, 25-28 July 2010). Proceedings, pp. 263 - 272. ACM, 2010.        
12Spinsanti L., Celli F., Renso C. Where you go is who you are: understanding people's activities by places visited. In: BMI 2010 - 5th Workshop on Behaviour Monitoring and Interpretation (Karlshue, Germany, 21 September 2010). Proceedings, pp. 38 - 52. (CEUR Workshop Proceedings, vol. 678). CEUR, 2010.     
13Trasarti R., Giannotti F., Pedreschi D., Nanni M., Renso C. Advanced knowledge discovery on movement data with the GeoPKDD system. In: EDBT/ICDT '10 - 13th International Conference on Extending Database Technology (Lausanne, Switzerland, 22-26 March 2010). Proceedings, pp. 693 - 696. ACM, 2010.        
14Trasarti R., Rinzivillo S., Pinelli F., Nanni M., Monreale A., Renso C., Pedreschi D., Giannotti F. Exploring real mobility data with M-Atlas. In: ECML PKDD 2010 - Machine Learning and Knowledge Discovery in Databases. European Conference (Barcelona, Spain, 20-24 September 2010). Proceedings, vol. III pp. 624 - 627. José Luis Balcázar, Francesco Bonchi, Aristides Gionis, Michèle Sebag (eds.). (Lecture Notes in Artificial Intelligence, vol. 6323). Springer, 2010.        

Technical reports

   2010
1Baglioni M., Masserotti M. V., Renso C., Spinsanti L. An algorithm to enhance queries over a geodatabase. Technical report, 2010.  
2Berlingerio M., Coscia M., Giannotti F., Monreale A., Pedreschi D. Foundations of Multidimensional Network Analysis. Technical report, 2010.  
3Kisilevich S., Mansmann F., Nanni M., Rinzivillo S. Spatio-temporal clustering: a survey. Technical report, 2010.     
4Monreale A., Trasarti R., Renso C., Bogorny V., Pedreschi D. Towards anonymous semantic trajectories. Technical report, 2010.  
5Wachowicz M., Ong R., Renso C., Nanni M. Discovering Moving Flock Patterns among Pedestrians through Collective Coherence. Technical report, 2010.  
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