Ñanculef, Ricardo; Alejandro Mena, Francisco; Macaluso, Antonio; Lodi, Stefano; Sartori, Claudio, 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, «LECTURE NOTES IN COMPUTER SCIENCE», 2021, 12702, pp. 258 - 268 (atti di: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, Porto, Portugal, May 10–13, 2021) [Contributo in Atti di convegno]
Macaluso, Antonio; Clissa, Luca; Lodi, Stefano; Sartori, Claudio, A Variational Algorithm for Quantum Neural Networks, in: Computational Science – ICCS 2020, «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) [Contributo in Atti di convegno]Open Access
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), «CEUR WORKSHOP PROCEEDINGS», 2020, 2756, pp. 149 - 154 (atti di: ICTCS 2020 21st Italian Conference on Theoretical Computer Science, Ischia, Italy, 14-16 settembre 2020) [Contributo in Atti di convegno]
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, 9-11 May 2020) [Contributo in Atti di convegno]Open Access
Angiulli, Fabrizio; Basta, Stefano; Lodi, Stefano; Sartori, Claudio, Reducing distance computations for distance-based outliers, «EXPERT SYSTEMS WITH APPLICATIONS», 2020, 147, Article number: 113215, pp. 1 - 11 [articolo]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) [Contributo in Atti di convegno]
Josenildo Costa da Silva, ; Oliveira, Gustavo H. B. S.; Stefano, Lodi; Matthias, Klusch, Clustering Distributed Short Time Series with Dense Patterns, in: Proceedings 16th IEEE International Conference on Machine Learning and Applications ICMLA 2017, IEEE Computer Society, 2017, pp. 34 - 41 (atti di: 16th IEEE International Conference on Machine Learning and Applications ICMLA 2017, Cancun, Mexico, 18–21 December 2017) [Contributo in Atti di convegno]
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 [articolo]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 [articolo]
Da Silva, Josenildo C; Klusch, Matthias; Lodi, Stefano, Privacy-awareness of distributed data clustering algorithms revisited, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Cham, Springer Verlag, 2016, pp. 261 - 272 (LECTURE NOTES IN COMPUTER SCIENCE) [capitolo di libro]
Lodi, Stefano; Angiulli, Fabrizio; Basta, Stefano; Luiselli, Donata; Pagani, Luca; Sartori, Claudio, First Application of a Distance-Based Outlier Approach to Detect Highly Differentiated Genomic Regions Across Human Populations, in: Mathematical Models in Biology - Bringing Mathematics to Life, Cham, Springer International Publishing Switzerland, 2015, pp. 133 - 144 [capitolo di libro]
F., Angiulli; S., Basta; Lodi, Stefano; Sartori, Claudio, 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]
