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

   2016
1Andrienko N., Andrienko G., Rinzivillo S. Leveraging spatial abstraction in traffic analysis and forecasting with visual analytics. In: Information Systems, vol. 57 (April 2016) pp. 172 - 194. Elsevier [Online First 6 September 2015], 2016.           
2Guidotti R., Nanni M., Rinzivillo S., Giannotti F., Pedreschi D. Never drive alone: boosting carpooling with network analysis. In: Information Systems, Elsevier, [Online First 19 March 2016]        
3Guidotti R., Monreale A., Rinzivillo S., Pedreschi D., Giannotti F. Unveiling mobility complexity through complex network analysis. In: Social Network Analysis and Mining, vol. 6 (1) article n. 59. Springer, 2016.        
4Nanni M., Trasarti R., Monreale A., Grossi V., Pedreschi D. Driving profiles computation and monitoring for car insurance CRM. In: ACM Transactions on Intelligent Systems and Technology (TIST), vol. 8 (1) article n. 14. ACM, 2016.        
5Pappalardo L., Vanhoof M., Gabrielli L., Smoreda Z., Pedreschi D., Giannotti F. An analytical framework to nowcast well-being using mobile phone data. In: International Journal of Data Science and Analytics, vol. 2 (1) pp. 75 - 92. Springer, 2016.        
6Rossetti G., Guidotti R., Ioanna M., Pedreschi D., Giannotti F. A supervised approach for intra-/inter-community interaction prediction in dynamic social networks. In: Social Network Analysis and Mining, vol. 6 (1) article n. 86. Springer, 2016. [Online First 27 September 2016]        
7Rossetti G., Pappalardo L., Kikas R., Pedreschi D., Giannotti F., Dumas M. Homophilic network decomposition: a community-centric analysis of online social services. In: Social Network Analysis and Mining, vol. 6 (1) article n. 103. Springer, 2016.        
8Rossetti G., Pappalardo L., Pedreschi D., Giannotti F. Tiles: an online algorithm for community discovery in dynamic social networks. In: Machine Learning, vol. 1 Springer, [Online First 08 September 2016]        

Contribution to Book/Monograph

   2016
1Guidotti R., Rossetti G., Pedreschi D. Audio ergo sum. A personal data model for musical preferences. In: Software Technologies: Applications and Foundations. pp. 51 - 66. Paolo Milazzo, Dániel Varró, Manuel Wimmer (eds.). (Lecture Notes in Computer Science, vol. 9946). Cham, Switzerland: Springer International Publishing, 2016.        
2Nanni M., Kotthoff L., Guidotti R., O'Sullivan B., Pedreschi D. ICON Loop carpooling show case. In: Data Mining and Constraint Programming - Foundations of a Cross-Disciplinary Approach. pp. 310 - 324. Christian Bessiere, Luc De Raedt, Lars Kotthoff, Siegfried Nijssen, Barry O'Sullivan, Dino Pedreschi. (Lecture Notes in Computer Science, vol. 10101). Cham, Switzerland: Springer International Publishing, 2016.        

Proceedings

   2016
1Cintia P., Pappalardo L., Coscia M. The Haka network: evaluating rugby team performance with dynamic graph analysis. In: ASONAM 2016 - IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (San Francisco, Ca, USA, 18-21 August 2016). Proceedings, pp. 1095 - 1102. IEEE, 2016.        
2De Lira Monteiro V., Rinzivillo S., Casario Times V., Renso C., Perego R. Activity-based carpooling with ComeWithMe. In: SEBD16 - 24th Italian Symposium on Advanced Database Systems (Ugento, Lecce, 19-22 June 2016). Atti, pp. 142 - 149. Edizioni Matematicamente.it, 2016.  
3Furletti B., Nanni M., Fadda D., Piccini L., Lattarulo P. Big data and public administration: a case study for Tuscany airports. In: SEBD 2016 - 24th Italian Symposium on Advanced Database Systems (Ugento, Lecce, 19-22 giugno 2016). Atti, pp. 158 - 165. Edizioni Matematicamente.it, 2016.  
4Guidotti R., Michele C., Pedreschi D., Pennachioli D. Going beyond GDP to nowcast well-being using retail market data. In: NetSci-X 2016 - Advances in Network Science. 12th International Conference and School (Wroclaw, Poland, 11-13 January 2016). Proceedings, pp. 29 - 42. Adam Wierzbicki, Ulrik Brandes, Frank Schweitzer, Dino Pedreschi. (Lecture Notes in Computer Science, vol. 9564). Springer, 2016.           
5Guidotti R., Berlinerio M. Where is my next friend? Recommending enjoyable profiles in location based services. In: CompleNet 2016 - Complex Networks VII. 7th Workshop on Complex Networks (Dijion, France, 23-25 March 2016). Proceedings, pp. 29 - 42. Hocine Cherifi, Bruno Gonçalves, Ronaldo Menezes, Roberta Sinatra (eds.). (Studies in Computational Intelligence, vol. 644). Springer, 2016.           
6Lulli A., Gabrielli L., Dazzi P., Dell'Amico M., Michiardi P., Nanni M., Ricci L. Improving population estimation from mobile calls: a clustering approach. In: ISCC 2016 - IEEE Symposium on Computers and Communication (Messina, Italy, 27-30 June 2016). Proceedings, pp. 1097 - 1102. IEEE, 2016.        
7Monteiro De Lira V., Renso C., Perego R., Rinzivillo S., Cesario Times V. The ComeWithMe system for searching and ranking activity-based carpooling rides. In: SIGIR'16 - 39th International ACM SIGIR conference on Research and Development in Information Retrieval (Pisa, Italy, 19-21 June 2016). Proceedings, pp. 1145 - 1148. ACM, 2016.        
8Pollacci L., Guidotti R., Rossetti G. "Are we playing like Music-Stars?" Placing emerging artists on the Italian usic scene. In: MML 2016 - 9th International Workshop on Machine Learning and Music (Riva del Garda, Italy, 23 September 2016). Proceedings, pp. 51 - 55. Rafael Ramirez, Darrell Conklin, José Manuel Iñesta (eds.). MML, 2016.     
9Rossetti G., Pappalardo L., Rinzivillo S. A novel approach to evaluate community detection algorithms on ground truth. In: CompleNet 2016 - Complex Networks VII. Proceedings of the 7th Workshop on Complex Networks (Dijon, France, 23-25 March 2016). Proceedings, pp. 133 - 144. Hocine Cherifi, Bruno Gonçalves, Ronaldo Menezes, Roberta Sinatra (eds.). (Studies in Computational Intelligence, vol. 644). Springer, 2016.        
10Rossetti G., Caproni V. Football market strategies: think locally, trade globally. In: ICDMW 2016 - IEEE 16th International Conference on Data Mining Workshops (Barcellona, Spain, 12-15 December 2016). Proceedings, pp. 152 - 159. IEEE, 2016.        

Technical reports

   2016
1Banterle F., Barsocchi P., Candela L., Carlini E., Carrara F., Cassarà P., Ciancia V., Cintia P., Dellepiane M., Esuli A., Gabrielli L., Germanese D., Girardi M., Girolami M., Kavalionak H., Lonetti F., Lulli A., Moreo Fernandez A., Moroni D., Nardini F. M., Monteiro De Lira V. C., Palumbo F., Pappalardo L., Pascali M. A., Reggiannini M., Righi M., Rinzivillo S., Russo D., Siotto E., Villa A. ProgettISTI 2016. Technical report, 2016.  
2Barsocchi P., Candela L., Ciancia V., Dellepiane M., Esuli A., Girardi M., Girolami M., Guidotti R., Lonetti F., Malomo L., Moroni D., Nardini F. M., Palumbo F., Pappalardo L., Pascali M. A., Rinzivillo S. ISTI Young Research Award 2016. Technical report, 2016.  
3Bertoldi R., Cintia P., Trasarti R., Spada M. R., Romano V., Scharl A., Brasoveanu A., Doka K. ASAP - Telecommunication Data Analytics (TDA) specification and early prototype. An Adaptive, highly Scalable Analytics Platform. Deliverable D9.3, 2016.  
4Candela L., Giannotti F., Grossi V., Manghi P., Trasarti R. SoBigData - Data processing workflow specification language. SoBigData Research Infrastructure Social Mining & Big Data Ecosystem. Deliverable D10.11, 2016.     
5Nanni M., Trasarti R., Romano V. PETRA - An individual mobility pattern and diary model for smart cities. Personal Transport Advisor: an integrated platform of mobility patterns for Smart Cities to enable demand-adaptive transportation systems. Deliverable D3.3, 2016.  
6Nanni M., Trasarti R., Romano V. PETRA - Methods for computing collective mobility indicator from individual patterns. Personal Transport Advisor: an integrated platform of mobility patterns for Smart Cities to enable demand-adaptive transportation systems. Deliverable D3.6, 2016.  
7Nanni M., Trasarti R., Gabrielli L., Romano V. PETRA - The framework for individual mobility pattern discovery and mobility diaries/activity model. Personal Transport Advisor: an integrated platform of mobility patterns for Smart Cities to enable demand-adaptive transportation systems. Deliverable D3.4, 2016.  
8Nanni M., Trasarti R., Romano V. PETRA - The simulation framework for crowd mobility behaviour. Personal Transport Advisor: an integrated platform of mobility patterns for Smart Cities to enable demand-adaptive transportation systems. Deliverable D3.5, 2016.  
9Nanni M., Trasarti R., Romano V. PETRA - Transit monitor for detecting changes in predictions. Personal Transport Advisor: an integrated platform of mobility patterns for Smart Cities to enable demand-adaptive transportation systems. Deliverable D5.4, 2016.  
10Pratesi F., Monreale A., Trasarti R., Giannotti F., Pedreschi D., Yanagihara T. PRISQUIT: a system for assessing privacy risk versus quality in data sharing. Submitted to TKDE on 08 July 2016, Technical report, 2016.  
11Romano V., Trasarti R., Ghelli G. M-Atlas 2.0: The DMQL. Technical report, 2016.  

Abstracts

   2016
1Monteiro De Lira V., Renso C., Rinzivillo S., Perego R., Cesario Times V. Searching and ranking activity-based carpooling ride. In: IIR 2016 - 7th Italian Information Retrieval Workshop (Venezia, Italy, 30-31 May 2016). Abstract, article n. 10. Giorgio Maria Di Nunzio, Franco Maria Nardini, Salvatore Orlando (eds.). (CEUR Workshop Proceedings, vol. 1653). CEUR-WS.org, 2016.     
2Pappalardo L., Cintia P. Network-based performance indicators for football teams. In: Netsci-x - International School and Conference on Network Science (Wroclaw, Polonia, 11-13 January 2016).      
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