Knowledge Discovery and Data Mining Laboratory (KDD)

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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

1Alvares L. O., Moscato Loy A., Bogorny V., Renso C. An algorithm to identify avoidance behavior in moving object trajectories. In: Journal of Brazilian Computing Society, vol. 17 pp. 193 - 203. Springer, 2011.  
2Berlingerio M., Coscia M., Giannotti F., Monreale A., Pedreschi D. The pursuit of hubbiness: analysis of hubs in large multidimensional networks. In: Journal of Computational Science, vol. 2 (3) pp. 223 - 237. Elsevier, 2011.        
3Coscia M., Giannotti F., Pedreschi D. A classification for community discovery methods in complex networks. In: Statistical Analysis and Data Mining, vol. 4 (5) pp. 512 - 546. Special Issue: Networks. Wiley, 2011.        
4Renso C., Monreale A., Pedreschi D., Trasarti R., Bogorny V. C-safety: a framework for the anonymization of semantic trajectories. In: Transactions on Data Privacy, vol. 4 (2) pp. 73 - 101. Special Issue on Security and Privacy in GIS and LBS. Yucel Saygin, Maria L. Damiani (eds.). Institut d'Investigacio en Intelligencia Artificial - Consejo Superior Investigaciones Cientificas (IIIA-CSIC), 2011.     
5Renso C., Wachowicz M., Ong R., Nanni M. Finding moving flock patterns among pedestrians through collective coherence. In: International Journal of Geographical Information Science, vol. 25 (11) pp. 1849 - 1864. Taylor and Francis, 2011.        
6Trasarti R., Giannotti F., Pedreschi D., Renso C., Nanni M. A query language for mobility data mining. In: International Journal of Data Warehousing and Mining, vol. 7 (1) pp. 24 - 45. Information Resources Management Association, 2011.     
7Trasarti R., Giannotti F., Nanni M., Pedreschi D., Renso C., Rinzivillo S., Pinelli F. Unveiling the complexity of human mobility by querying and mining massive trajectory data. In: Vldb Journal, vol. 20 (5) pp. 695 - 719. Special Issue: Data management for mobile services. Springer Berlin, 2011.        

Contribution to Book/Monograph

1Rinzivillo S., Ruggieri S. Who/where are my new customers?. In: Emerging Intelligent Technologies in Industry. pp. 307 - 317. Dominik Ryzko, Henryk Rybinski, Piotr Gawrysiak, Marzena Kryszkiewicz (eds.). (Studies in Computational Intelligence, vol. 369). Berlin: Springer, 2011.           


1Andrienko G., Andrienko N., Hurter C., Rinzivillo S., Wroebel S. From movement tracks through events to places: extracting and characterizing significant places from mobility data. In: VAST 2011 - IEEE Conference on Visual Analytics Science and Technology (Providence, Rhode Island, October 23 -28 2011). Proceedings, vol. 11 pp. 161 - 170. IEEE, 2011.  
2Berlingerio M., Coscia M., Giannotti F. Finding and characterizing communities in multidimensional networks. In: ASONAM 2011 - The 2011 International Conference on Advances in Social Networks Analysis and Mining (Kaohsiung, Taiwan, 25-27 July 2011). Proceedings, pp. 490 - 494. IEEE, 2011.        
3Berlingerio M., Coscia M., Giannotti F. Finding redundant and complementary communities in multidimensional networks. In: CIKM'11 - 20th ACM international conference on Information and knowledge management (Glasgow, UK, 24-28 October 2011). Proceedings, pp. 2181 - 2184. ACM, 2011.        
4Berlingerio M., Coscia M., Giannotti F., Monreale A., Pedreschi D. Foundations of multidimensional network analysis. In: ASONAM 2011 - 2011 International Conference on Advances in Social Networks Analysis and Mining (Kaohsiung, Taiwan, 25-27 July 2011). Proceedings, pp. 485 - 489. IEEE, 2011.        
5Brilhante I., de Macedo J., Renso C., Casanova M. A. Trajectory data analysis using complex networks. In: IDEAS - 15th Symposium on International Database Engineering & Applications (Lisbon, Portugal, 21-23 September 2011). Proceedings, pp. 17 - 25. ACM, 2011.        
6Furletti B., Turini F. Mining influence rules out of ontologies. In: ICSOFT 2011 - International Conference on Software and Data Technologies (Seville, Spain, 18-21 July 2011). Proceedings, pp. 323 - 333. SciTePress, 2011.  
7Giannotti F. Mobility, data mining and privacy understanding human movement patterns from trajectory data. In: MDM 2011 - 2011 IEEE 12th International Conference on Mobile Data Management (Lulea, Sweden, 6-9 June 2011). Proceedings, vol. 1 pp. 4 - 5. IEEE, 2011.        
8Giannotti F. Mobility, data mining and privacy: mining human movement patterns from trajectory data. In: ECG 2011 - Extraction et gestion des connaissances (Brest-France, 25-28 January 2011). Proceedings, pp. 5 - 6. Hermann - Editeurs des sciences et des arts, 2011.     
9Giannotti F., Lakshmanan L. V. S., Monreale A., Pedreschi D., Wang H. Privacy-Preserving Data Mining from Outsourced Databases. In: Computers, Privacy and Data Protection: an Element of Choice (Bruxelles, Gennaio 2010). Proceedings, vol. Part. 4 pp. 411 - 426. Gutwirth, Serge and Poullet, Yves and De Hert, Paul and Leenes, Ronald (eds.). Springer Netherlands, 2011.     
10Luong B. T., Ruggieri S., Turini F. k-NN as an implementation of situation testing for discrimination discovery and prevention. In: KDD '11 - 17th ACM SIGKDD international conference on Knowledge discovery and data mining (San Diego, California, USA, August 21-24 2011). Proceedings, pp. 502 - 510. ACM, 2011.     
11Olteanu A., Trasarti R., Couronne T., Giannotti F., Nanni M., Smoreda Z., Ziemlicki C. GSM data analysis for tourism application. In: ISSDQ 2011 - 7th International Symposium on Spatial Data Quality (Coimbra, Portugal, 12-14 October 2011). Proceedings, pp. 21 - 27. ISPRS, International Society for Photogrammetry and Remote Sensing, 2011.  
12Renso C., Baglioni M., Masserotti M. V. Improving geodatabase semantic querying exploiting ontologies. In: GeoS 2011 - Geospatial Semantics. 4th International Conference (Brest, Francia, 12-13 May 2011). Proceedings, pp. 16 - 33. Christophe Claramunt, Sergei Levashkin, Michela Bertolotto (eds.). (Lecture Notes in Computer Science, vol. 6631). Springer, 2011.        
13Rossetti G., Berlingerio M., Giannotti F. Scalable Link Prediction on Multidimensional Networks. In: ICDMW - The IEEE International Conference on Data Mining series, Workshop 2011 (Vancouver - Canada, 11-14 /12 2011). Proceedings, vol. 1 pp. 979 - 986. IEEE, 2011.     
14Trasarti R., Ong R., Nanni M., Renso C., Giannotti F., Pinelli F., Rinzivillo S. Detection of traf´Čüc jams using T-flock patterns. In: ECML PKDD 2011 - European Conference, ECML PKDD 2011 (Athens, Greece, 5-9 September 2011). Proceedings, pp. 650 - 653. Gunopulos, Dimitrios and Hofmann, Thomas and Malerba, Donato and Vazirgiannis, Michalis (eds.). (Lecture Notes in Computer Science, vol. 6913). Springer, 2011.        
15Trasarti R., Pinelli F., Nanni M., Giannotti F. Mining mobility user profiles for car pooling. In: KDD '11 - 17th ACM SIGKDD international conference on Knowledge discovery and data mining (San Diego, CA, USA, 21-08 2011). Proceedings, pp. 1190 - 1198. ACM, 2011.        
16Wang D., Pedreschi D., Song C., Giannotti F., Barabßsi A. Human mobility, social ties, and link prediction. In: KDD '11 - 17th ACM SIGKDD international conference on Knowledge discovery and data mining (San Diego, CA, USA, 21-24 /08 2011). Proceedings, pp. 1100 - 1108. ACM, 2011.     


1Renso C., Bogorny V., Xiong H. Special issue on "context-aware data mining (CADM)". vol. 28 (2) pp. 249 - 250. Springer, 2011.        

Technical reports

1Brilhante I. R., De Macedo J., Renso C. Complex network study on moving object trajectories. Technical report, 2011.  
2Gennaro C., Amato G., Costalli L., Nanni M., Rinzivillo S., Vairo C., Gabrielli L., Zedda M. IPERMOB - Specifiche Funzionali OO4. IPERMOB - Infrastruttura Pervasiva Eterogenea Real-time per il controllo della MOBilita╠Ç. Deliverable D1.4, 2011.  
3Giannotti F., Andrienko G., Andrienko N., Furletti B., Kertesz J., Liu F., Nanni M., Pappalardo L., Pelekis N., Renso C., Rinzivillo S. DATA SIM - Semantic-enriched data-driven theory of mobility demand and final framework for integration. DATA science for SIMulating the era of electric vehicles (DATASIM). Deliverable D2.2, 2011.  
4Trasarti R., Rinzivillo S., Nanni M., Giannotti F. Types and operators in M-Atlas system. Technical report, 2011.  
5Zhang Y., Liu R., Wang H. W., Monreale A., Pedreschi D., Giannotti F., Guo W. Quality assurance of outsourced outlier mining. Technical report, 2011.  


1Bisdikian C., Pedreschi D., Mitschang B., Tseng V. S., Bettini C. Challenges for mobile data management in the era of cloud and social computing. In: MDM 2011 - 12th IEEE International Conference on Mobile Data Management (Luleň, Sweden, 6-9Giugno 2011). Abstract, vol. 1 pp. 6 - 6. Arkady Zaslavsky, Panos K. Chrysanthis, Dik Lun Lee, Dipanjan Chakraborty, Vana Kalogeraki, Mohamed F. Mokbel, Chi-Yin Chow. IEEE, 2011.        
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