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

   2013
1Andre Salvaro F., Fileto R., Renso C. Assessing the attractiveness of places with movement data. In: Journal of Information and Data Management, vol. 4 (2) pp. 124 - 133. Brazilian Computer Society Special Interest Group on Databases, 2013.     
2Andrienko G., Andrienko N., Hurter C., Rinzivillo S., Wroebel S. Scalable analysis of movement data for extracting and exploring significant places. In: IEEE Transactions on Visualization and Computer Graphics, vol. 19 (7) pp. 1078 - 1094. IEEE, 2013.           
3Berlingerio M., Coscia M., Giannotti F., Monreale A., Pedreschi D. Evolving networks: eras and turning points. In: Intelligent Data Analysis, vol. 17 (1) pp. 27 - 48. IOS Press, 2013.     
4Berlingerio M., Coscia M., Giannotti F., Monreale A., Pedreschi D. Multidimensional networks: foundations of structural analysis. In: World Wide Web-Internet and Web Information Systems, vol. 16 (5/6) pp. 567 - 593. Springer, 2013.           
5Ceri S., Palpanas T., Della Valle E., Pedreschi D., Freytag J., Trasarti R. Towards mega-modeling: a walk through data analysis experiences. In: ACM SIGMOD record, vol. 42 (3) pp. 19 - 27. ACM, 2013.        
6Giannotti F., Lakshmanan L. V., Monreale A., Pedreschi D., Wang W. H. Privacy-preserving mining of association rules from outsourced transaction databases. In: IEEE Systems Journal, vol. 7 (3) pp. 385 - 395. IEEE, 2013.           
7Pappalardo L., Rinzivillo S., Qu Z., Pedreschi D., Giannotti F. Understanding the patterns of car travel. In: European Physical Journal-Special Topics, vol. 215 (1) pp. 61 - 73. Springer, 2013. [Online First 1 February 2013]        
8Parent C., Spaccapietra S., Renso C., Andrienko G., Andrienko N., Bogorny V., Damiani M. L., Gkoulalas-Divanis A., Macedo J. A., Pelekis N., Theodoridis Y., Yan Z. Semantic trajectories modeling and analysis. In: Computing Surveys, vol. 45 (4) pp. 1 - 32. ACM, 2013.        
9Romei A., Ruggieri S., Turini F. Discrimination discovery in scientific project evaluation: a case study. In: Expert Systems with Applications: An International Journal, vol. 40 (15) pp. 6064 - 6079. Elsevier, 2013.        

Contribution to Book/Monograph

   2013
1Furletti B., Turini F. What else can be extracted from ontologies? Influence rules. In: Software and Data Technologies. pp. 270 - 285. María José Escalona, José Cordeiro, Boris Shishkov (eds.). (Communications in Computer and Information Science, vol. 303). Berlin-Heidelberg: Springer, 2013.        
2Giannotti F., Pappalardo L., Pedreschi D., Wang D. A complexity science perspective on human mobility. In: Mobility Data - Modeling, Management, and Understanding. pp. 297 - 313. Chiara Renso, Stefano Spaccapietra, Esteban Zimányi (eds.). New York, USA: Cambridge University Press, 2013.        
3Giannotti F., Monreale A., Pedreschi D. Mobility data and privacy. In: Mobility Data - Modeling, Management, and Understanding. pp. 174 - 193. Chiara Renso, Stefano Spaccapietra,Esteban Zimányi (eds.). New York, USA: Cambridge University Press, 2013.        
4Janssens D., Nanni M., Rinzivillo S. Car traffic monitoring. In: Mobility Data - Modeling, Management, and Understanding. pp. 197 - 220. Chiara Renso, Stefano Spaccapietra, Esteban Zimányi (eds.). New York, USA: Cambridge University Press, 2013.     
5Mascetti S., Monreale A., Ricci A., Gerino A. Anonymity: a comparison between the legal and computer science perspectives. In: European Data Protection: Coming of Age. pp. 85 - 115. Serge Gutwirth, Ronald Leenes, Paul De Hert, Yves Poullet (eds.). Dordrecht-Heidelberg: Springer, 2013.           
6Monreale A., Wang W. H., Pratesi F., Rinzivillo S., Pedreschi D., Andrienko G., Andrienko N. Privacy-preserving distributed movement data aggregation. In: Geographic Information Science at the Heart of Europe. pp. 225 - 245. Danny Vandenbroucke, Bénédicte Bucher, Joep Crompvoets (eds.). (Lecture Notes in Geoinformation and Cartography, vol. 2013). Heidelberg: Springer, 2013.        
7Nanni M. Mobility data mining. In: Mobility Data - Modeling, Management, and Understanding. pp. 105 - 124. Chiara Renso, Stefano Spaccapietra, Esteban Zimányi (eds.). New York, USA: Cambridge University Press, 2013.     
8Pedreschi D., Ruggieri S., Turini F. The discovery of discrimination. In: Discrimination and Privacy in the Information Society. Data Mining and Profiling in Large Databases. pp. 91 - 108. Bart Custers, Toon Calders, Bart Schermer, Tal Zarsky (eds.). (Studies in Applied Philosophy, Epistemology and Rational Ethics, vol. 3). Berlin: Springer, 2013.        
9Renso C., Trasarti R. Understanding human mobility using mobility data mining. In: Mobility Data - Modeling, Management, and Understanding. pp. 127 - 147. Chiara Renso, Stefano Spaccapietra, Esteban Zimányi (eds.). New York, USA: Cambridge University Press, 2013.     
10Romei A., Ruggieri S. Discrimination Data Analysis: A Multi-disciplinary Bibliography. In: Discrimination and Privacy in the Information Society. vol. 3 pp. 109 - 135. Custers, Bart and Calders, Toon and Schermer, Bart and Zarsky, Tal (eds.). (Data Mining and Profiling in Large DatabasesSeries: Studies in Applied Philosophy, Epistemology and Rational Ethics, vol. 3). Berlin: Springer Berlin Heidelberg, 2013.        
11Spinsanti L., Berlingerio M., Pappalardo L. Mobility and geo-social networks. In: Mobility Data - Modeling, Management, and Understanding. pp. 315 - 333. Chiara Renso, Stefano Spaccapietra, Esteban Zimányi (eds.). New York, USA: Cambridge University Press, 2013.        
12Wachowicz M., Ong R., Renso C. Tailoring Trajectories and their Moving Patterns to Contexts. In: Geographic Information Science at the Heart of Europe. pp. 285 - 303. Danny Vandenbroucke, Bénédicte Bucher, Joep Crompvoets (eds.). (Lecture Notes in Geoinformation and Cartography). Leuven, Belgium: Springer, 2013.           

Proceedings

   2013
1Barbosa I., Casanova M. A., Renso C., Macedo J. Average speed estimation for road networks based on GPS raw trajectories. In: ICEIS13 - 15th International Conference on Enterprise Information systems (Eseo, Angers Loira Valley, France, 04-07 July 2013). Proceedings, vol. I pp. 490 - 497. Scitepress, 2013.     
2Cintia P., Pappalardo L., Pedreschi D. "Engine matters": a first large scale data driven study on cyclists' performance. In: DMCS 2013 - Workshop on Data Mining Case Studies and Practice Prize (Dallas, US, 7 December 2013). Proceedings, pp. 147 - 153. IEEE, 2013.        
3Cintia P., Trasarti R., Almada Cruz L., Ferreira Costa C., de Macedo J. A. F. A gravity model for speed estimation over road network. In: MDM 2013 - Mobile Data Management. IEEE 14th International Conference (Milano, Italy, 2 June 2013). Proceedings, pp. 136 - 141. IEEE, 2013.           
4Cintia P., Trasarti R., Macedo J. A., Almada L., Ferreira C. Estimating time-dependent speed functions using a gravity model over road network. In: SEBD 2013 - 21st Italian Symposium on Advanced Database Systems (Roccella Jonica, Reggio Calabria, Italy, 30 June - 3 July 2013). Atti, pp. 321 - 328. Università di Reggio Calabria, 2013.     
5Coscia M., Rossetti G., Pennachioli D., Ceccarelli D., Giannotti F. "You know because I know": a multidimensional network approach to human resources problem. In: ASONAM - 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (Niagara Falls, Canada, 25-28 August 2013). Proceedings, pp. 434 - 441. ACM, 2013.        
6Cunha Fontes V., Andre De Alencar L., Bogorny V., Renso C. Discovering trajectory outliers between regions of interest. In: GEOINFO 2013 - XIV Brazilian Symposium on Geoinformatics (Sao Paulo, Brazil, 24-27 November 2013). Proceedings, pp. 49 - 60. Andre Santanche, Pedro R. Andrade. Anais do 14o SimpoÌ
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