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Professore Associato (L.240)

Componente Commissione Open Access di Ateneo
CCSM (Scuola di Master e Formazione Permanente)
Membro Centro Interdipartimentale (SmartData@PoliTO - Big Data and Data Science Laboratory)

+39 0110907186 / 7186 (DAUIN)

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Pubblicazioni degli ultimi anni

Damljanovic, Aleksa; Ruospo, Annachiara; Ernesto, Sanchez; Squillero, Giovanni (2022)
Machine Learning for Hardware Security: Classifier-based Identification of Trojans in Pipelined Microprocessors. In: APPLIED SOFT COMPUTING, vol. 116, pp. 1-16. ISSN 1568-4946
Bellarmino, Nicolo'; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; ... (2022)
Microcontroller Performance Screening: Optimizing the Characterization in the Presence of Anomalous and Noisy Data. In: IEEE International Symposium on On-Line Testing and Robust System 2022, Torino, 12nd - 14th September 2022. ISBN: 978-1-6654-7355-2
Barbiero, Pietro; Squillero, Giovanni; Tonda, Alberto (2022)
Predictable Features Elimination: An Unsupervised Approach to Feature Selection. In: LOD 2021: Machine Learning, Optimization, and Data Science, pp. 399-412. ISSN 0302-9743. ISBN: 978-3-030-95466-6
Giovannitti, Eliana; Nabavi, Sayyidshahab; Squillero, Giovanni; Tonda, Alberto (2022)
A Virtual Sensor for Backlash in Robotic Manipulators. In: JOURNAL OF INTELLIGENT MANUFACTURING. ISSN 0956-5515
Angione, F.; Appello, D.; Aribido, J.; Bellarmino, N.; Bernardi, P.; Cantoro, R.; de ... (2022)
Test, Reliability and Functional Safety trends for Automotive System-on-Chip. In: IEEE European Test Symposium
Angione, F.; Appello, D.; Aribido, J.; Athavale, J.; Bellarmino, N.; Bernardi, P.; ... (2022)
Test, Reliability and Functional Safety Trends for Automotive System-on-Chip. In: 2022 IEEE European Test Symposium (ETS), Barcelona (Spain), 23-27 May 2022, pp. 1-10. ISBN: 978-1-6654-6706-3
Leszkiewicz, Agata; Bucur, Doina; Grimme, Christian; Michalski, Radoslaw; Clever, Lena; ... (2022)
Social Influence Analysis (SIA) in Online Social Networks. In: MISDOOM 2022, Boise, Idaho (USA), 11-12 October 2022, pp. 1-2
Pellegrino, Simone; Rebuglio, Massimo; Squillero, Giovanni (2022)
Public-Private Partnership: Evolutionary Algorithms as a Solution to Information Asymmetry. In: EvoApplications 2022: Applications of Evolutionary Computation, pp. 110-123. ISSN 0302-9743. ISBN: 978-3-031-02461-0
Squillero, Giovanni; Giovannitti, Eliana; Tonda, Alberto; Nabavi, Sayyidshahab (2021)
Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots. In: IEEE Congress on Evolutionary Computation 2021, Kraków, Poland, 28.06.2021, pp. 1743-1750
Damljanovic, Aleksa; Ruospo, Annachiara; Sanchez Sanchez, Ernesto; Squillero, Giovanni (2021)
A Benchmark Suite of RT-level Hardware Trojansfor Pipelined Microprocessor Cores. In: 24th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), Vienna, Austria, April 7-9
Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Martone, Raffaele; ... (2021)
Exploiting Active Learning for Microcontroller Performance Prediction. In: 2021 IEEE European Test Symposium, 24-28 May 2021, pp. 1-4. ISBN: 978-1-6654-1849-2
Calabrese, A.; Quer, S.; Squillero, G. (2021)
Smart techniques for flying-probe testing. In: 16th International Conference on Software Technologies, ICSOFT 2021, 2021, pp. 285-293. ISBN: 978-989-758-523-4
Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Martone, Raffaele; Schlichtmann, Ulf; ... (2020)
Machine Learning based Performance Prediction of Microcontrollers using Speed Monitors. In: IEEE International Test Conference, Washington, DC, USA, 1-6 Nov. 2020, pp. 1-5. ISBN: 978-1-7281-9113-3
Sudholt, D.; Squillero, G. (2020)
Theory and practice of population diversity in evolutionary computation. In: 2020 Genetic and Evolutionary Computation Conference, GECCO 2020, mex, 2020, pp. 975-992. ISBN: 9781450371278
Cantoro, Riccardo; Damljanovic, Aleksa; Sonza Reorda, Matteo; Squillero, Giovanni (2020)
A Novel Sequence Generation Approach to Diagnose Faults in Reconfigurable Scan Networks. In: IEEE TRANSACTIONS ON COMPUTERS, vol. 69, pp. 87-98. ISSN 0018-9340
Barbiero, Pietro; Ciravegna, Gabriele; Cirrincione, Giansalvo; Tonda, Alberto; ... (2020)
Generating Neural Archetypes to Instruct Fast and Interpretable Decisions. In: The International Conference on Decision Economics, pp. 45-52. ISSN 2194-5357. ISBN: 978-3-030-38226-1
Atzeni, Andrea; Diaz, Fernando; Lopez, Francisco; Marcelli, Andrea; Sanchez, Antonio; ... (2020)
The Rise of Android Banking Trojans. In: IEEE POTENTIALS, vol. 39, pp. 13-18. ISSN 0278-6648
Quer, Stefano; Marcelli, Andrea; Squillero, Giovanni (2020)
The Maximum Common Subgraph Problem: A Parallel and Multi-Engine Approach. In: COMPUTATION, vol. 8, pp. 1-29. ISSN 2079-3197
Giovannitti, Eliana; Squillero, Giovanni; Alberto, Tonda (2020)
Virtual Measurement of the Backlash Gap in Industrial Manipulators. In: SEMCCO 2019 & FANCCO 2019, Maribor, Slovenia,EU, 10 – 12 July 2019, pp. 189-200. ISSN 1865-0929
Ciravegna, Gabriele; Barbiero, Pietro; Cirrincione, Giansalvo; Squillero, Giovanni; ... (2020)
Discovering Hierarchical Neural Archetype Sets. In: Progresses in Artificial Intelligence and Neural Systems / S.N., Cham, Springer, pp. 255-267. ISBN: 978-981-15-5092-8
Squillero, G.; Tonda, A. (2020)
Evolutionary algorithms and machine learning: Synergies, Challenges and Opportunities. In: 2020 Genetic and Evolutionary Computation Conference, GECCO 2020, mex, 2020, pp. 1190-1205. ISBN: 9781450371278
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