Foto del docente

Claudio Sartori

Full Professor

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

Domeniconi, Giacomo; Moro, Gianluca; Pasolini, Roberto; Sartori, Claudio, Iterative Refining of Category Profiles for Nearest Centroid Cross-Domain Text Classification, in: Knowledge Discovery, Knowledge Engineering and Knowledge Management- 6th International Joint Conference, IC3K 2014, Rome, Italy, October21-24, 2014, Revised Selected Papers, Heidelberg, Springer, 2015, pp. 50 - 67 (COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE) [Chapter or essay]

G. Moro; T. Pirini; C. Sartori, Network Traffic Load Balancing in Hierarchical Peer-To-Peer Systems, in: Tenth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 2015, pp. 1 - 8 (atti di: Tenth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, Krakow, Poland, 4-6 Novembre 2015) [Contribution to conference proceedings]

Ricardo Ñanculef;Emanuele Frandi;Claudio Sartori;Héctor Allende, A novel Frank–Wolfe algorithm. Analysis and applications to large-scale SVM training, «INFORMATION SCIENCES», 2014, 285, pp. 66 - 99 [Scientific article]

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) [Contribution to conference proceedings]

Giacomo Domeniconi; Gianluca Moro; Roberto Pasolini; Claudio Sartori, Cross-domain Text Classification through Iterative Refining of Target Categories Representations, in: Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, 2014, pp. 31 - 42 (atti di: International Conference on Knowledge Discovery and Information Retrieval, Rome, 24/10/2014) [Contribution to conference proceedings]

A. Cuzzocrea;G. Moro;C. Sartori, Improved Recovery Management and Routing in W-Grid, a Distributed Infrastructure for Effective and Efficient Multidimensional Data Management over Wireless Ad-Hoc Sensor Networks., in: Lecture Notes in Computer Science, SPRINGER-VERLAG, 2014, 8648, pp. 73 - 84 (atti di: Data Management in Cloud, Grid and P2P Systems, Munich, Germany, 2014) [Contribution to conference proceedings]

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 [Scientific article]

A. Cuzzocrea; G. Moro; C. Sartori, Energy Efficiency in W-Grid Data-Centric Sensor Networks via Workload Balancing, in: Web Technologies and Applications - 15th Asia-Pacific Web Conference, APWeb 2013, Sydney, Australia, April 4-6, 2013. Proceedings, Berlin-Heidelberg, SPRINGER-VERLAG, 2013, pp. 31 - 42 (LECTURE NOTES IN COMPUTER SCIENCE) [Chapter or essay]

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 [Scientific article]

Sonia Bergamaschi; Francesco Guerra; Mirko Orsini; Claudio Sartori; Maurizio Vincini, A semantic approach to ETL technologies, «DATA & KNOWLEDGE ENGINEERING», 2011, 70, pp. 717 - 731 [Scientific article]

D. Sottara;P. Mello;C. Sartori;E. Fry, Enhancing a production rule engine with predictive models using PMML, in: Proceedings of the 2011 workshop on Predictive markup language modeling, New York, NY, USA, ACM, 2011, pp. 39 - 47 (atti di: Predictive markup language modeling, San Diego, 21-24/08/2011) [Contribution to conference proceedings]

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) [Chapter or essay]

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) [Contribution to conference proceedings]

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 [Scientific article]

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) [Contribution to conference proceedings]

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