Foto del docente

Claudio Sartori

Full Professor

Department of Computer Science and Engineering

Academic discipline: ING-INF/05 Information Processing Systems

Publications

Ilaria Ferrari, Giacomo Frisoni, Paolo Italiani, Gianluca Moro, Claudio Sartori, Comprehensive Analysis of Knowledge Graph Embedding Techniques Benchmarked on Link Prediction, «ELECTRONICS», 2022, 11, Article number: 3866 , pp. 1 - 31 [Scientific article]

Lanciotti Marco, Escazut Catherine, da Costa Pereira Célia, Sartori Claudio, Galasso Emanuele, An Agent Supporting Symptom Elicitation in Physician-Patient Dialogue, in: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, New York, Association for Computing Machinery, 2021, pp. 676 - 681 (atti di: WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, Melbourne, Australia, 14/12/2021) [Contribution to conference proceedings]

Ricardo Ñanculef, Francisco Alejandro Mena, Antonio Macaluso, Stefano Lodi, Claudio Sartori, Self-supervised Bernoulli Autoencoders for Semi-supervised Hashing, in: Progress in Pattern Recognition, Image Analysis, Computer Vision,and Applications - 25th Iberoamerican Congress, {CIARP} 2021, Porto,Portugal, May 10-13, 2021, Revised Selected Papers, Springer, 2021, 12702, pp. 258 - 268 (atti di: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Porto, Portugal, May 10–13, 2021) [Contribution to conference proceedings]

Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio, A Variational Algorithm for Quantum Neural Networks, in: Lecture Notes in Computer Science, 2020, 12142, pp. 591 - 604 (atti di: International Conference on Computational Science 2020, Amsterdam, The Netherlands, 3-5 June, 2020) [Contribution to conference proceedings]

Macaluso A.; Lodi S.; Sartori C., Quantum algorithm for ensemble learning, in: ICTCS 2020 21st Italian Conference on Theoretical Computer Science, CEUR Workshop Proceedings (CEUR-WS.org), 2020, 2756, pp. 149 - 154 (atti di: ICTCS 2020 21st Italian Conference on Theoretical Computer Science, Ischia, Italy, 14-16 settembre 2020) [Contribution to conference proceedings]

Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio, Quantum splines for non-linear approximations, in: Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020, pp. 249 - 252 (atti di: 17th ACM International Conference on Computing Frontiers, Catania, May 2020) [Contribution to conference proceedings]

Angiulli, Fabrizio; Basta, Stefano; Lodi, Stefano; Sartori, Claudio, Reducing distance computations for distance-based outliers, «EXPERT SYSTEMS WITH APPLICATIONS», 2020, 147, pp. 113215 - 113225 [Scientific article]

Celia da Costa Pereira, Sara Bevilacqua, Eric Guerci, Frederic Precioso, Claudio Sartori, A Co-evolutionary Approach to Analyzing the Impact of Rationality on the Italian Electricity Market, in: PRIMA 2019: Principles and Practice of Multi-Agent Systems - 22nd International Conference, Turin, Italy, October 28-31, 2019, Proceedings, Springer, 2019, 11873, pp. 235 - 250 (atti di: PRIMA 2019: Principles and Practice of Multi-Agent Systems - 22nd International Conference, Torino, 28/10/2019) [Contribution to conference proceedings]

Bevilacqua, Sara and da Costa Pereira, C'elia and Guerci, Eric and Precioso, Fr'ed'eric and Sartori, Claudio, Analysing the Impact of Rationality on the Italian Electricity Market, in: Modeling Decisions for Artificial Intelligence, Springer International Publishing, 2019, pp. 236 - 247 (atti di: Modeling Decisions for Artificial Intelligence. MDAI 2019., Milano, Italy, September 4–6, 2019) [Contribution to conference proceedings]

Gianluca Moro, Andrea Pagliarani, Roberto Pasolini, Claudio Sartori, Cross-domain & In-domain Sentiment Analysis with Memory-based Deep Neural Networks, in: Proceedings of the 10th International Joint Conference on KnowledgeDiscovery, Knowledge Engineering and Knowledge Management, IC3K2018, Volume 1: KDIR, Seville, Spain, September 18-20, 2018., SciTePress, 2018, pp. 125 - 136 (atti di: 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, {IC3K} 2018, Seville, Spain, September 18-20, 2018) [Contribution to conference proceedings]Open Access

Cesare Bandirali ; Stefano Lodi ; Gianluca Moro ; Andrea Pagliarani ; Claudio Sartori, Parallel Primitives for Vendor-Agnostic Implementation of Big Data Mining Algorithms, in: Proceedings 32nd IEEE International Conference on Advanced Information Networking and Applications Workshops IEEE WAINA 2018, Los Alamitos, CA, IEEE Computer Society, 2018, pp. 396 - 401 (atti di: 32nd IEEE International Conference on Advanced Information Networking and Applications Workshops IEEE WAINA 2018, Krakow, Poland, 16–18 May 2018) [Contribution to conference proceedings]

Gianluca Moro; Roberto Pasolini; Claudio Sartori, Personalized Web Search via Query Expansion based on User’s Local Hierarchically-Organized Files, in: Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - (Volume 1), Funchal, Madeira, SCITEPRESS, 2017, 1, pp. 157 - 164 (atti di: 9th International Conference on Knowledge Discovery and Information Retrieval, Funchal, Madeira, Portugal, 1-3 novembre 2017) [Contribution to conference proceedings]Open Access

Domeniconi, Giacomo; Moro, Gianluca; Pasolini, Roberto; Sartori, Claudio, A comparison of term weighting schemes for text classification and sentiment analysis with a supervised variant of tf.idf, in: Communications in Computer and Information Science, berlino, Springer Verlag, 2016, pp. 39 - 58 [Chapter or essay]

Emanuele, Frandi; Ricardo, Ñanculef; Stefano, Lodi; Claudio, Sartori; Johan, A. K. Suykens, Fast and scalable Lasso via stochastic Frank–Wolfe methods with a convergence guarantee, «MACHINE LEARNING», 2016, 104, pp. 195 - 221 [Scientific article]Open Access

Fabrizio, Angiulli; Stefano, Basta; Stefano, Lodi; Claudio, Sartori, GPU Strategies for Distance-Based Outlier Detection, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2016, 27, pp. 3256 - 3268 [Scientific article]

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