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Stefano Lodi

Professore associato confermato

Dipartimento di Informatica - Scienza e Ingegneria

Settore scientifico disciplinare: ING-INF/05 SISTEMI DI ELABORAZIONE DELLE INFORMAZIONI

Pubblicazioni

F. Angiulli;S. Basta;S. Lodi;C. Sartori, Accelerating outlier detection with intra- and inter-node parallelism., in: HPCS, IEEE Computer Society, 2014, pp. 476 - 483 (atti di: High Performance Computing & Simulation (HPCS), 2014 International Conference on, Bologna, Italy, 2014) [Contributo in Atti di convegno]

F. Angiulli; S. Basta; S. Lodi; C. Sartori, Distributed Strategies for Mining Outliers in Large Data Sets, «IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING», 2013, 25, pp. 1520 - 1532 [articolo]

F. Angiulli; S. Basta; S. Lodi; C. Sartori, Fast outlier detection using a GPU, in: High Performance Computing and Simulation (HPCS), 2013 International Conference on, 2009 IEEE Conference Proceedings, 2013, pp. 143 - 150 (atti di: International Conference on High Performance Computing {\&} Simulation, HPCS 2013, Helsinki, Finland, 2013-July) [Contributo in Atti di convegno]

E. FRANDI;R. ÑANCULEF;M. G. GASPARO;S. LODI;C. SARTORI, TRAINING SUPPORT VECTOR MACHINES USING FRANK-WOLFE OPTIMIZATION METHODS, «INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE», 2013, 27, pp. 1360003-1 - 1360003-40 [articolo]

Ricardo Ñanculef; Héctor Allende; Stefano Lodi; Claudio Sartori, Two One-Pass Algorithms for Data Stream Classification Using Approximate MEBs, in: Adaptive and Natural Computing Algorithms, Proceedings, Part II, HEIDELBERG, Springer-Verlag, 2011, pp. 363 - 372 (LECTURE NOTES IN COMPUTER SCIENCE) [capitolo di libro]

F. Angiulli; S. Basta; S. Lodi; C. Sartori, A Distributed Approach to Detect Outliers in Very Large Data Sets, in: Euro-Par 2010 - Parallel Processing. Proceedings, Part I, BERLIN HEIDELBERG, Springer, 2010, pp. 329 - 340 (atti di: 16th International Euro-Par Conference, Ischia, Italia, August 31 - September 3, 2010) [Contributo in Atti di convegno]

Emanuele Frandi; Maria Grazia Gasparo; Stefano Lodi; Ricardo Ñanculef; Claudio Sartori, A New Algorithm for Training SVMs using Approximate Minimal Enclosing Balls, in: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, HEIDELBERG, Springer, 2010, LNCS 6419, pp. 87 - 95 (atti di: 15th Iberoamerican Congress on Pattern Recognition, CIARP 2010, Sao Paulo, Brazil, November 8-11, 2010) [Contributo in Atti di convegno]

Stefano Lodi; Gianluca Moro; Claudio Sartori, Distributed Data Clustering in Multi-Dimensional Peer-To-Peer Networks, «AUSTRALIAN COMPUTER SCIENCE COMMUNICATIONS», 2010, Volume 32, Number 3, pp. 171 - 178 [articolo]

S. Lodi; R. Ñanculef; C.Sartori, Learning Multi-Class Support Vector Models from Distributed Data using Core-Sets (Extended Abstract), in: Proceedings of SEBD 2010 - 18th Italian Symposium on Advanced Database Systems, BOLOGNA, Società Editrice Esculapio, 2010, pp. 150 - 157 (atti di: SEBD 2010 - 18th Italian Symposium on Advanced Database Systems, Rimini, Italy, June 20-23, 2010) [atti di convegno-abstract]

SONIA BERGAMASCHI; STEFANO LODI; RICCARDO MARTOGLIA; Claudio Sartori, Proceedings of SEBD 2010 - 18th Italian Symposium on Advanced Database Systems, BOLOGNA, Società Editrice Esculapio, 2010, pp. 476 . [curatela]

S. Lodi; R. Ñanculef; C. Sartori, Single-Pass Distributed Learning of Multi-class SVMs Using Core-Sets, in: Proceedings of the Tenth SIAM International Conference on Data Mining, PHILADELPHIA, SIAM, 2010, pp. 257 - 268 (atti di: 2010 SIAM International Conference on Data Mining, Columbus, Ohio, April 29 - May 1, 2010) [Contributo in Atti di convegno]

S. Lodi; R. Ñanculef; C. Sartori, L2-SVM Training with Distributed Data, in: Multiagent System Technologies, BERLIN, Springer, 2009, 5774, pp. 208 - 213 (atti di: Multiagent System Technologies 7th German Conference, MATES 2009, Hamburg, Germany, September 9-11, 2009) [Contributo in Atti di convegno]

S. Lodi; G. Monti; G. Moro; C. Sartori, Peer-To-Peer Data Clustering In Self-Organizing Sensor Networks, in: Intelligent Techniques for Warehousing and Mining Sensor Network Data, HERSHEY, PA, Information Science Reference, 2009, pp. 179 - 211 [capitolo di libro]

S. Lodi; F. Mandreoli; R. Martoglia; W. Penzo; S. Sassatelli, Boosting a Network of Semantic Peers, in: Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, PALERMO, s.n, 2008, pp. 318 - 325 (atti di: Sixteenth Italian Symposium on Advanced Database Systems, Mondello (PA), Italy, 22-25 Giugno) [Contributo in Atti di convegno]

S. Cavalcanti; S. Lodi; G. Moro; M. Samorani; C. Sartori; S. Severi, Methods for Discriminating Pre-Ectopic Sinus Beats, in: , 2008, 35, pp. 909 - 911 (atti di: Computers in Cardiology, Bologna, Italy, 14 – 17 Sep, 2008) [Contributo in Atti di convegno]

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