Archivio Istituzionale della RicercaSfoglia per Autore
Transfer Learning in MCU Performance Screening
In corso di stampa Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni
U-FLEX: Unsupervised Feature Learning with Evolutionary eXploration
2023 Bellarmino, Nicolo’; Cantoro, Riccardo; Squillero, Giovanni
A Multi-Label Active Learning Framework for Microcontroller Performance Screening
2023 Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Martone, Raffaele; Schlichtmann, Ulf; Squillero, Giovanni
Semi-Supervised Deep Learning for Microcontroller Performance Screening
2023 Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni
Towards Evolutionary Control Laws for Viability Problems
2023 Tonda, Alberto; Alvarez, Isabelle; Martin, Sophie; Squillero, Giovanni; Lutton, Evelyne
Enabling Inter-Product Transfer Learning on MCU Performance Screening
2023 Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni
Feature Selection for Cost Reduction in MCU Performance Screening
2023 Bellarmino, Nicolo'; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni
A Real-Time Novelty Recognition Framework Based on Machine Learning for Fault Detection
2023 Albertin, Umberto; Pedone, Giuseppe; Brossa, Matilde; Squillero, Giovanni; Chiaberge, Marcello
Veni, Vidi, Evolvi (commentary on W. B. Langdon’s "Jaws 30")
2023 Squillero, Giovanni; Tonda, Alberto
Test, Reliability and Functional Safety trends for Automotive System-on-Chip
2022 Angione, F.; Appello, D.; Aribido, J.; Bellarmino, N.; Bernardi, P.; Cantoro, R.; de Sio, C.; Foscale, T.; Gavarini, G.; Huch, M.; Kilian, T; Mariani, R.; Martone, R.; Ruospo, A.; Sanchez, E.; Schlichtmann, U.; Squillero, G.; Sonza Reorda, M.; Sterpone, L.; Tancorre, V.; Ugioli, R.
Social Influence Analysis (SIA) in Online Social Networks
2022 Leszkiewicz, Agata; Bucur, Doina; Grimme, Christian; Michalski, Radoslaw; Clever, Lena; Pohl, Janina; Rook, Jeroen; Bossek, Jakob; Preuss, Mike; Squillero, Giovanni; Quer, Stefano; Calabrese, Andrea; Iacca, Giovanni; Kizgin, Hatice; Trautmann, Heike
Test, Reliability and Functional Safety Trends for Automotive System-on-Chip
2022 Angione, F.; Appello, D.; Aribido, J.; Athavale, J.; Bellarmino, N.; Bernardi, P.; Cantoro, R.; De Sio, C.; Foscale, T.; Gavarini, G.; Guerrero, J.; Huch, M.; Iaria, G.; Kilian, T.; Mariani, R.; Martone, R.; Ruospo, A.; Sanchez, E.; Schlichtmann, U.; Squillero, G.; Sonza Reorda, M.; Sterpone, L.; Tancorre, V.; Ugioli, R.
Machine Learning for Hardware Security: Classifier-based Identification of Trojans in Pipelined Microprocessors
2022 Damljanovic, Aleksa; Ruospo, Annachiara; Sanchez, Ernesto; Squillero, Giovanni
Microcontroller Performance Screening: Optimizing the Characterization in the Presence of Anomalous and Noisy Data
2022 Bellarmino, Nicolo'; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni
Public-Private Partnership: Evolutionary Algorithms as a Solution to Information Asymmetry
2022 Pellegrino, Simone; Rebuglio, Massimo; Squillero, Giovanni
A Virtual Sensor for Backlash in Robotic Manipulators
2022 Giovannitti, Eliana; Nabavi, Sayyidshahab; Squillero, Giovanni; Tonda, Alberto
Predictable Features Elimination: An Unsupervised Approach to Feature Selection
2022 Barbiero, Pietro; Squillero, Giovanni; Tonda, Alberto
Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots
2021 Squillero, Giovanni; Giovannitti, Eliana; Tonda, Alberto; Nabavi, Sayyidshahab
A Benchmark Suite of RT-level Hardware Trojansfor Pipelined Microprocessor Cores
2021 Damljanovic, Aleksa; Ruospo, Annachiara; Sanchez Sanchez, Ernesto; Squillero, Giovanni
Smart techniques for flying-probe testing
2021 Calabrese, A.; Quer, S.; Squillero, G.
Exploiting Active Learning for Microcontroller Performance Prediction
2021 Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Martone, Raffaele; Schlichtmann, Ulf; Squillero, Giovanni
Evolutionary algorithms and machine learning: Synergies, Challenges and Opportunities
2020 Squillero, G.; Tonda, A.
The Maximum Common Subgraph Problem: A Parallel and Multi-Engine Approach
2020 Quer, Stefano; Marcelli, Andrea; Squillero, Giovanni
Discovering Hierarchical Neural Archetype Sets
2020 Ciravegna, Gabriele; Barbiero, Pietro; Cirrincione, Giansalvo; Squillero, Giovanni; Tonda, Alberto
Generating Neural Archetypes to Instruct Fast and Interpretable Decisions
2020 Barbiero, Pietro; Ciravegna, Gabriele; Cirrincione, Giansalvo; Tonda, Alberto; Squillero, Giovanni
The Rise of Android Banking Trojans
2020 Atzeni, Andrea; Dıaz, Fernando; Lopez, Francisco; Marcelli, Andrea; Sanchez, Antonio; Squillero, Giovanni
Theory and practice of population diversity in evolutionary computation
2020 Sudholt, D.; Squillero, G.
Virtual Measurement of the Backlash Gap in Industrial Manipulators
2020 Giovannitti, Eliana; Squillero, Giovanni; Alberto, Tonda
A Novel Sequence Generation Approach to Diagnose Faults in Reconfigurable Scan Networks
2020 Cantoro, Riccardo; Damljanovic, Aleksa; Sonza Reorda, Matteo; Squillero, Giovanni
Machine Learning based Performance Prediction of Microcontrollers using Speed Monitors
2020 Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Martone, Raffaele; Schlichtmann, Ulf; Squillero, Giovanni
Balancing the equity-efficiency trade-off in personal income taxation: an evolutionary approach
2019 Pellegrino, Simone; Perboli, Guido; Squillero, Giovanni
A dynamic greedy test scheduler for optimizing probe motion in in-circuit testers
2019 Bonaria, L.; Raganato, M.; Sonza Reorda, M.; Squillero, G.
Evolutionary discovery of coresets for classification
2019 Barbiero, Pietro; Squillero, Giovanni; Tonda, Alberto
Beyond coreset discovery: evolutionary archetypes
2019 Barbiero, Pietro; Squillero, Giovanni; Tonda, Alberto
Evolutionary Antivirus Signature Optimization
2019 Giovannitti, Eliana; Mannella, Luca; Andrea, Marcelli; Squillero, Giovanni
Simulation-based Equivalence Checking between IEEE 1687 ICL and RTL
2019 Damljanovic, Aleksa; Jutman, Artur; Portolan, Michele; Ernesto, Sanchez; Squillero, Giovanni; Tsertov, Anton
An Enhanced Evolutionary Technique for the Generation of Compact Reconfigurable Scan-Network Tests
2019 Cantoro, Riccardo; Damljanovic, Aleksa; SONZA REORDA, Matteo; Squillero, Giovanni
Test-Plan Optimization for Flying-Probes In-Circuit Testers
2019 Bonaria, Luciano; Raganato, Maurizio; Squillero, Giovanni; Reorda, Matteo Sonza
On NBTI-induced Aging Analysis in IEEE 1687 Reconfigurable Scan Networks
2019 Damljanovic, Aleksa; Squillero, Giovanni; Cem Gursoy, Cemil; Jenihhin, Maksim
Multi-level diversity promotion strategies for Grammar-guided Genetic Programming
2019 Bartoli, Alberto; De Lorenzo, Andrea; Medvet, Eric; Squillero, Giovanni
Post-Silicon Validation of IEEE 1687 Reconfigurable Scan Networks
2019 Damljanovic, Aleksa; Jutman, Artur; Squillero, Giovanni; Tsertov, Anton
Workshops at PPSN 2018
2018 Purshouse, Robin; Zarges, Christine; Cussat-Blanc, Sylvain; Epitropakis, Michael G.; Gallagher, Marcus; Jansen, Thomas; Kerschke, Pascal; Li, Xiaodong; Lobo, Fernando G.; Miller, Julian; Oliveto, Pietro S.; Preuss, Mike; Squillero, Giovanni; Tonda, Alberto; Wagner, Markus; Weise, Thomas; Wilson, Dennis; Wróbel, Borys; Zamuda, Aleš
Comparing different approaches to the test of Reconfigurable Scan Networks
2018 Cantoro, Riccardo; Damljanovic, Aleksa; Sonza Reorda, Matteo; Squillero, Giovanni
Promoting diversity in evolutionary optimization: Why and how
2018 Squillero, Giovanni; Tonda, Alberto
Countering Android Malware: a Scalable Semi-Supervised Approach for Family-Signature Generation
2018 Atzeni, Andrea; Díaz, Fernando; Marcelli, Andrea; Sánchez, Antonio; Squillero, Giovanni; Tonda, Alberto
A Semi-Formal Technique to Generate Effective Test Sequences for Reconfigurable Scan Networks
2018 Cantoro, Riccardo; Damljanovic, Aleksa; SONZA REORDA, Matteo; Squillero, Giovanni
On the mitigation of Hardware Trojan attacks in embedded processors by exploiting a Hardware-based obfuscator
2018 Marcelli, Andrea; Ernesto, Sanchez; Sasselli, Luca; Squillero, Giovanni
Evaluating surrogate models for multi-objective influence maximization in social networks
2018 Bucur, Doina; Iacca, Giovanni; Marcelli, Andrea; Squillero, Giovanni; Tonda, Alberto
An evolutionary technique for reducing the duration of reconfigurable scan network test
2018 Cantoro, Riccardo; San Paolo, Luigi; Sonza Reorda, Matteo; Squillero, Giovanni
Automated Playtesting in Collectible Card Games using Evolutionary Algorithms: a Case Study in HearthStone
2018 García-Sánchez, P.; Tonda, Alberto; Mora, Antonio M.; Squillero, Giovanni; Merelo, Juan J.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Transfer Learning in MCU Performance Screening / Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni. - ELETTRONICO. - (In corso di stampa). (Intervento presentato al convegno IEEE International Test Conference (ITC 2023) tenutosi a Anaheim, CA 92802, Stati Uniti nel 8-13 Ottobre 2023). | In corso di stampa | Bellarmino, NicoloCantoro, RiccardoSquillero, Giovanni + | 2023_XXX_Transfer_Learning_POSTER (5).pdf |
| U-FLEX: Unsupervised Feature Learning with Evolutionary eXploration / Bellarmino, Nicolo’; Cantoro, Riccardo; Squillero, Giovanni. - ELETTRONICO. - (2023). (Intervento presentato al convegno The 9th International Conference on Machine Learning, Optimization, and Data Science (LOD 2023) tenutosi a Grasmere, Lake District, England – UK nel September 22 – 26, 2023). | 1-gen-2023 | Nicolo’ BellarminoRiccardo CantoroGiovanni Squillero | 2023_LOD_Genetic_Feature_Selection (2).pdf |
| A Multi-Label Active Learning Framework for Microcontroller Performance Screening / Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Martone, Raffaele; Schlichtmann, Ulf; Squillero, Giovanni. - In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS. - ISSN 0278-0070. - 42:10(2023), pp. 3436-3449. [10.1109/TCAD.2023.3245989] | 1-gen-2023 | Bellarmino, NicoloCantoro, RiccardoMartone, RaffaeleSquillero, Giovanni + | post-print.pdf; A_Multilabel_Active_Learning_Framework_for_Microcontroller_Performance_Screening.pdf |
| Semi-Supervised Deep Learning for Microcontroller Performance Screening / Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni. - (2023), pp. 1-6. (Intervento presentato al convegno 2023 IEEE European Test Symposium (ETS) tenutosi a Venezia (IT) nel 22-26 May 2023) [10.1109/ETS56758.2023.10174083]. | 1-gen-2023 | Bellarmino, NicoloCantoro, RiccardoSquillero, Giovanni + | 2023_ETS_Semi_Supersived_Learning (2).pdf; Semi-Supervised_Deep_Learning_for_Microcontroller_Performance_Screening.pdf |
| Towards Evolutionary Control Laws for Viability Problems / Tonda, Alberto; Alvarez, Isabelle; Martin, Sophie; Squillero, Giovanni; Lutton, Evelyne. - (2023), pp. 1464-1472. (Intervento presentato al convegno GECCO'23 tenutosi a Lisbon (Portugal) nel July 15 - 19, 2023) [10.1145/3583131.3590415]. | 1-gen-2023 | Tonda, AlbertoSquillero, Giovanni + | gecco_compressed.pdf |
| Enabling Inter-Product Transfer Learning on MCU Performance Screening / Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni. - ELETTRONICO. - (2023), pp. 1-6. (Intervento presentato al convegno IEEE 32nd Asian Test Symposium tenutosi a Beijing (China) nel 14-17 October 2023) [10.1109/ATS59501.2023.10317992]. | 1-gen-2023 | Bellarmino, NicoloCantoro, RiccardoSquillero, Giovanni + | 2023_ATS_Transfer_Learning (4) (1).pdf; Enabling_Inter-Product_Transfer_Learning_on_MCU_Performance_Screening.pdf |
| Feature Selection for Cost Reduction in MCU Performance Screening / Bellarmino, Nicolo'; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni. - (2023), pp. 1-6. (Intervento presentato al convegno 24th IEEE Latin-American Test Symposium (LATS) tenutosi a Veracruz (MEX) nel 21-24 Marzo 2023) [10.1109/LATS58125.2023.10154495]. | 1-gen-2023 | Bellarmino, Nicolo'Cantoro, RiccardoSquillero, Giovanni + | 2023_LATS_Feature_Selection.pdf; Feature_Selection_for_Cost_Reduction_In_MCU_Performance_Screening.pdf |
| A Real-Time Novelty Recognition Framework Based on Machine Learning for Fault Detection / Albertin, Umberto; Pedone, Giuseppe; Brossa, Matilde; Squillero, Giovanni; Chiaberge, Marcello. - In: ALGORITHMS. - ISSN 1999-4893. - STAMPA. - 16:61(2023), pp. 1-26. [10.3390/a16020061] | 1-gen-2023 | Albertin, UmbertoPedone, GiuseppeBrossa, MatildeSquillero, GiovanniChiaberge, Marcello | - |
| Veni, Vidi, Evolvi (commentary on W. B. Langdon’s "Jaws 30") / Squillero, Giovanni; Tonda, Alberto. - In: GENETIC PROGRAMMING AND EVOLVABLE MACHINES. - ISSN 1389-2576. - 24:(2023), pp. 1-4. [10.1007/s10710-023-09472-0] | 1-gen-2023 | Giovanni SquilleroAlberto Tonda | s10710-023-09472-0.pdf |
| Test, Reliability and Functional Safety trends for Automotive System-on-Chip / Angione, F.; Appello, D.; Aribido, J.; Bellarmino, N.; Bernardi, P.; Cantoro, R.; de Sio, C.; Foscale, T.; Gavarini, G.; Huch, M.; Kilian, T; Mariani, R.; Martone, R.; Ruospo, A.; Sanchez, E.; Schlichtmann, U.; Squillero, G.; Sonza Reorda, M.; Sterpone, L.; Tancorre, V.; Ugioli, R.. - (2022). (Intervento presentato al convegno IEEE European Test Symposium). | 1-gen-2022 | F. AngioneN. BellarminoP. BernardiR. CantoroC. de SioT. FoscaleG. GavariniA. RuospoE. SanchezG. SquilleroM. Sonza ReordaL. Sterpone + | 01_ETS_special_session_ABSTRACT.pdf |
| Social Influence Analysis (SIA) in Online Social Networks / Leszkiewicz, Agata; Bucur, Doina; Grimme, Christian; Michalski, Radoslaw; Clever, Lena; Pohl, Janina; Rook, Jeroen; Bossek, Jakob; Preuss, Mike; Squillero, Giovanni; Quer, Stefano; Calabrese, Andrea; Iacca, Giovanni; Kizgin, Hatice; Trautmann, Heike. - ELETTRONICO. - (2022), pp. 1-2. (Intervento presentato al convegno MISDOOM 2022 tenutosi a Boise, Idaho (USA) nel 11-12 October 2022). | 1-gen-2022 | Giovanni SquilleroStefano QuerAndrea Calabrese + | Extended_Abstract_Social_Influence_Analysis.pdf |
| Test, Reliability and Functional Safety Trends for Automotive System-on-Chip / Angione, F.; Appello, D.; Aribido, J.; Athavale, J.; Bellarmino, N.; Bernardi, P.; Cantoro, R.; De Sio, C.; Foscale, T.; Gavarini, G.; Guerrero, J.; Huch, M.; Iaria, G.; Kilian, T.; Mariani, R.; Martone, R.; Ruospo, A.; Sanchez, E.; Schlichtmann, U.; Squillero, G.; Sonza Reorda, M.; Sterpone, L.; Tancorre, V.; Ugioli, R.. - (2022), pp. 1-10. (Intervento presentato al convegno 2022 IEEE European Test Symposium (ETS) tenutosi a Barcelona (Spain) nel 23-27 May 2022) [10.1109/ETS54262.2022.9810388]. | 1-gen-2022 | F. AngioneN. BellarminoP. BernardiR. CantoroC. De SioT. FoscaleG. GavariniJ. GuerreroG. IariaR. MarianiA. RuospoG. SquilleroM. Sonza ReordaL. Sterpone + | 2022_ETS_SpecialSession.pdf; Test_Reliability_and_Functional_Safety_Trends_for_Automotive_System-on-Chip.pdf |
| Machine Learning for Hardware Security: Classifier-based Identification of Trojans in Pipelined Microprocessors / Damljanovic, Aleksa; Ruospo, Annachiara; Sanchez, Ernesto; Squillero, Giovanni. - In: APPLIED SOFT COMPUTING. - ISSN 1568-4946. - ELETTRONICO. - 116:(2022), pp. 1-16. [10.1016/j.asoc.2021.108068] | 1-gen-2022 | Aleksa DamljanovicAnnachiara RuospoErnesto SanchezGiovanni Squillero | HT_ML_Elsevier.pdf; 1-s2.0-S1568494621009753-main.pdf |
| Microcontroller Performance Screening: Optimizing the Characterization in the Presence of Anomalous and Noisy Data / Bellarmino, Nicolo'; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni. - (2022). (Intervento presentato al convegno IEEE International Symposium on On-Line Testing and Robust System 2022 tenutosi a Torino nel 12-14 September 2022) [10.1109/IOLTS56730.2022.9897769]. | 1-gen-2022 | Bellarmino,Nicolo'Cantoro,RiccardoSquillero,Giovanni + | Microcontroller_Performance_Screening_Optimizing_the_Characterization_in_the_Presence_of_Anomalous_and_Noisy_Data.pdf; 2022_IOLTS_Outlier_Detection_.pdf |
| Public-Private Partnership: Evolutionary Algorithms as a Solution to Information Asymmetry / Pellegrino, Simone; Rebuglio, Massimo; Squillero, Giovanni. - STAMPA. - 13224:(2022), pp. 110-123. (Intervento presentato al convegno EvoApplications 2022: Applications of Evolutionary Computation) [10.1007/978-3-031-02462-7_8]. | 1-gen-2022 | Rebuglio, MassimoSquillero, Giovanni + | Pellegrino2022_Chapter_Public-PrivatePartnershipEvolu.pdf |
| A Virtual Sensor for Backlash in Robotic Manipulators / Giovannitti, Eliana; Nabavi, Sayyidshahab; Squillero, Giovanni; Tonda, Alberto. - In: JOURNAL OF INTELLIGENT MANUFACTURING. - ISSN 0956-5515. - STAMPA. - 33:(2022), pp. 1921-1937. [10.1007/s10845-022-01934-z] | 1-gen-2022 | Eliana GiovannittiGiovanni Squillero + | Giovannitti_et_al-2022-Journal_of_Intelligent_Manufacturing.pdf |
| Predictable Features Elimination: An Unsupervised Approach to Feature Selection / Barbiero, Pietro; Squillero, Giovanni; Tonda, Alberto. - STAMPA. - 13163:(2022), pp. 399-412. (Intervento presentato al convegno LOD 2021: Machine Learning, Optimization, and Data Science) [10.1007/978-3-030-95467-3_29]. | 1-gen-2022 | Squillero, Giovanni + | 2021_LOD___Predictable_Feature_Elimination__take_3_.pdf; 2022 lod.pdf |
| Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots / Squillero, Giovanni; Giovannitti, Eliana; Tonda, Alberto; Nabavi, Sayyidshahab. - ELETTRONICO. - (2021), pp. 1743-1750. (Intervento presentato al convegno IEEE Congress on Evolutionary Computation 2021 tenutosi a Kraków, Poland nel 28 June 2021 - 01 July 2021) [10.1109/CEC45853.2021.9504962]. | 1-gen-2021 | Squillero, GiovanniGiovannitti, ElianaTonda,Alberto + | 2021078038.pdf; Exploiting_Artificial_Swarms_for_the_Virtual_Measurement_of_Backlash_in_Industrial_Robots.pdf |
| A Benchmark Suite of RT-level Hardware Trojansfor Pipelined Microprocessor Cores / Damljanovic, Aleksa; Ruospo, Annachiara; Sanchez Sanchez, Ernesto; Squillero, Giovanni. - ELETTRONICO. - (2021). (Intervento presentato al convegno 24th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS) tenutosi a Vienna, Austria nel April 7-9). | 1-gen-2021 | Damljanovic, AleksaRuospo, AnnachiaraSanchez Sanchez, ErnestoSquillero, Giovanni | Trojan2021_DDECS_.pdf |
| Smart techniques for flying-probe testing / Calabrese, A.; Quer, S.; Squillero, G.. - ELETTRONICO. - (2021), pp. 285-293. (Intervento presentato al convegno 16th International Conference on Software Technologies, ICSOFT 2021 nel 2021) [10.5220/0010582302850293]. | 1-gen-2021 | Calabrese A.Quer S.Squillero G. | icsoft2021.pdf |
| Exploiting Active Learning for Microcontroller Performance Prediction / Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Martone, Raffaele; Schlichtmann, Ulf; Squillero, Giovanni. - ELETTRONICO. - (2021), pp. 1-4. (Intervento presentato al convegno 2021 IEEE European Test Symposium nel 24-28 May 2021) [10.1109/ETS50041.2021.9465472]. | 1-gen-2021 | Bellarmino, NicoloCantoro, RiccardoSquillero, Giovanni + | ETS21___Speed_Monitors__Camera_ready.pdf; Exploiting_Active_Learning_for_Microcontroller_Performance_Prediction.pdf |
| Evolutionary algorithms and machine learning: Synergies, Challenges and Opportunities / Squillero, G.; Tonda, A.. - STAMPA. - (2020), pp. 1190-1205. (Intervento presentato al convegno 2020 Genetic and Evolutionary Computation Conference, GECCO 2020 tenutosi a mex nel 2020) [10.1145/3377929.3389863]. | 1-gen-2020 | Squillero G. + | 3377929.3389863.pdf |
| The Maximum Common Subgraph Problem: A Parallel and Multi-Engine Approach / Quer, Stefano; Marcelli, Andrea; Squillero, Giovanni. - In: COMPUTATION. - ISSN 2079-3197. - STAMPA. - 8:2(2020), pp. 1-29. [10.3390/computation8020048] | 1-gen-2020 | Quer, StefanoSquillero, Giovanni + | 2020 - COMPUTATIONS - The Maximum Common Subgraph Problem A Parallel... .pdf |
| Discovering Hierarchical Neural Archetype Sets / Ciravegna, Gabriele; Barbiero, Pietro; Cirrincione, Giansalvo; Squillero, Giovanni; Tonda, Alberto (SMART INNOVATION, SYSTEMS AND TECHNOLOGIES). - In: Progresses in Artificial Intelligence and Neural SystemsSTAMPA. - Cham : Springer, 2020. - ISBN 978-981-15-5092-8. - pp. 255-267 [10.1007/978-981-15-5093-5_24] | 1-gen-2020 | Ciravegna, GabrieleSquillero, Giovanni + | civ2020.compressed.pdf |
| Generating Neural Archetypes to Instruct Fast and Interpretable Decisions / Barbiero, Pietro; Ciravegna, Gabriele; Cirrincione, Giansalvo; Tonda, Alberto; Squillero, Giovanni. - STAMPA. - 1009:(2020), pp. 45-52. (Intervento presentato al convegno The International Conference on Decision Economics) [10.1007/978-3-030-38227-8_6]. | 1-gen-2020 | Ciravegna, GabrieleSquillero, Giovanni + | 2019 decon.pdf; Generating_Neural_Archetypes_to_Instruct_Fast_and_Interpretable_Decisions.pdf |
| The Rise of Android Banking Trojans / Atzeni, Andrea; Dıaz, Fernando; Lopez, Francisco; Marcelli, Andrea; Sanchez, Antonio; Squillero, Giovanni. - In: IEEE POTENTIALS. - ISSN 0278-6648. - STAMPA. - 39:3(2020), pp. 13-18. [10.1109/MPOT.2019.2904744] | 1-gen-2020 | Andrea AtzeniGiovanni Squillero + | 2020 - POTENTIALS - The Rise of Android Banking Trojans.pdf; marcelli_R4.pdf |
| Theory and practice of population diversity in evolutionary computation / Sudholt, D.; Squillero, G.. - (2020), pp. 975-992. (Intervento presentato al convegno 2020 Genetic and Evolutionary Computation Conference, GECCO 2020 tenutosi a mex nel 2020) [10.1145/3377929.3389892]. | 1-gen-2020 | Squillero G. + | 3377929.3389892.pdf |
| Virtual Measurement of the Backlash Gap in Industrial Manipulators / Giovannitti, Eliana; Squillero, Giovanni; Alberto, Tonda. - ELETTRONICO. - 1092:(2020), pp. 189-200. (Intervento presentato al convegno SEMCCO 2019 & FANCCO 2019 tenutosi a Maribor, Slovenia,EU nel 10 – 12 July 2019) [10.1007/978-3-030-37838-7_17]. | 1-gen-2020 | GIOVANNITTI, ELIANAGiovanni Squillero + | Virtual_Measurement_of_the_Backlash_Gap.pdf; 2019 semcco.pdf |
| A Novel Sequence Generation Approach to Diagnose Faults in Reconfigurable Scan Networks / Cantoro, Riccardo; Damljanovic, Aleksa; Sonza Reorda, Matteo; Squillero, Giovanni. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - ELETTRONICO. - 69:1(2020), pp. 87-98. [10.1109/TC.2019.2939125] | 1-gen-2020 | Cantoro, RiccardoDamljanovic, AleksaSonza Reorda, MatteoSquillero, Giovanni | FinalFile.pdf; 08823015.pdf |
| Machine Learning based Performance Prediction of Microcontrollers using Speed Monitors / Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Martone, Raffaele; Schlichtmann, Ulf; Squillero, Giovanni. - ELETTRONICO. - (2020), pp. 1-5. (Intervento presentato al convegno IEEE International Test Conference tenutosi a Washington, DC, USA nel 1-6 Nov. 2020) [10.1109/ITC44778.2020.9325253]. | 1-gen-2020 | Cantoro, RiccardoSquillero, Giovanni + | ITC2020_paper_81.pdf |
| Balancing the equity-efficiency trade-off in personal income taxation: an evolutionary approach / Pellegrino, Simone; Perboli, Guido; Squillero, Giovanni. - In: ECONOMIA POLITICA. - ISSN 1120-2890. - STAMPA. - 36:1(2019), pp. 37-64. [10.1007/s40888-018-0132-4] | 1-gen-2019 | Perboli, GuidoSquillero, Giovanni + | 2018-epol.pdf; evotax - 4 mag 18.pdf |
| A dynamic greedy test scheduler for optimizing probe motion in in-circuit testers / Bonaria, L.; Raganato, M.; Sonza Reorda, M.; Squillero, G.. - STAMPA. - 2019-:(2019), pp. 1-2. (Intervento presentato al convegno 2019 IEEE European Test Symposium, ETS 2019 tenutosi a Baden Baden, Germany nel 2019) [10.1109/ETS.2019.8791519]. | 1-gen-2019 | Sonza Reorda M.Squillero G. + | 08791519 pre print.pdf; A_Dynamic_Greedy_Test_Scheduler_for_Optimizing_Probe_Motion_in_In-Circuit_Testers.pdf |
| Evolutionary discovery of coresets for classification / Barbiero, Pietro; Squillero, Giovanni; Tonda, Alberto. - (2019), pp. 1747-1754. (Intervento presentato al convegno GECCO'19 tenutosi a Prague (Czech Republic) nel July 13 - 17, 2019) [10.1145/3319619.3326846]. | 1-gen-2019 | Squillero, GiovanniTonda, Alberto + | 3319619.3326846.pdf |
| Beyond coreset discovery: evolutionary archetypes / Barbiero, Pietro; Squillero, Giovanni; Tonda, Alberto. - (2019), pp. 47-48. (Intervento presentato al convegno GECCO'19 tenutosi a Prague (Czech Republic) nel July 13 - 17, 2019) [10.1145/3319619.3326789]. | 1-gen-2019 | Squillero, GiovanniTonda, Alberto + | 3319619.3326789.pdf |
| Evolutionary Antivirus Signature Optimization / Giovannitti, Eliana; Mannella, Luca; Andrea, Marcelli; Squillero, Giovanni. - STAMPA. - (2019), pp. 905-912. (Intervento presentato al convegno 2019 IEEE Congress on Evolutionary Computation (CEC) tenutosi a Wellington nel 10-13 June 2019) [10.1109/CEC.2019.8790240]. | 1-gen-2019 | GIOVANNITTI, ELIANALuca MannellaGiovanni Squillero + | 2019-cec.pdf; biscardi.pdf |
| Simulation-based Equivalence Checking between IEEE 1687 ICL and RTL / Damljanovic, Aleksa; Jutman, Artur; Portolan, Michele; Ernesto, Sanchez; Squillero, Giovanni; Tsertov, Anton. - ELETTRONICO. - (2019). (Intervento presentato al convegno 50th IEEE International Test Conference, ITC 2019 tenutosi a Washington DC (USA) nel 12-14 November) [10.1109/ITC44170.2019.9000181]. | 1-gen-2019 | Aleksa DamljanovicErnesto SanchezGiovanni Squillero + | ITC2019_preprint.pdf; 09000181.pdf |
| An Enhanced Evolutionary Technique for the Generation of Compact Reconfigurable Scan-Network Tests / Cantoro, Riccardo; Damljanovic, Aleksa; SONZA REORDA, Matteo; Squillero, Giovanni. - In: JOURNAL OF CIRCUITS, SYSTEMS, AND COMPUTERS. - ISSN 0218-1266. - ELETTRONICO. - (2019). [10.1142/S0218126619400073] | 1-gen-2019 | Riccardo CantoroAleksa DamljanovicMatteo Sonza ReordaGiovanni Squillero | JCSC2019_preprint_draft.pdf; JCSC_postprint_draft.pdf |
| Test-Plan Optimization for Flying-Probes In-Circuit Testers / Bonaria, Luciano; Raganato, Maurizio; Squillero, Giovanni; Reorda, Matteo Sonza. - STAMPA. - (2019), pp. 19-24. (Intervento presentato al convegno 2019 IEEE International Test Conference in Asia (ITC-Asia)) [10.1109/ITC-Asia.2019.00017]. | 1-gen-2019 | Squillero, GiovanniReorda, Matteo Sonza + | post-print.pdf; 08872088.pdf |
| On NBTI-induced Aging Analysis in IEEE 1687 Reconfigurable Scan Networks / Damljanovic, Aleksa; Squillero, Giovanni; Cem Gursoy, Cemil; Jenihhin, Maksim. - ELETTRONICO. - (2019). (Intervento presentato al convegno 27th IFIP/IEEE International Conference on Very Large Scale Integration tenutosi a Cuzco, Peru nel 6-9 October 2019) [10.1109/VLSI-SoC.2019.8920313]. | 1-gen-2019 | Aleksa DamljanovicGiovanni Squillero + | VLSISoC2019_preprint.pdf; 08920313.pdf |
| Multi-level diversity promotion strategies for Grammar-guided Genetic Programming / Bartoli, Alberto; De Lorenzo, Andrea; Medvet, Eric; Squillero, Giovanni. - In: APPLIED SOFT COMPUTING. - ISSN 1568-4946. - STAMPA. - (2019). [10.1016/j.asoc.2019.105599] | 1-gen-2019 | Squillero, Giovanni + | postprint.pdf |
| Post-Silicon Validation of IEEE 1687 Reconfigurable Scan Networks / Damljanovic, Aleksa; Jutman, Artur; Squillero, Giovanni; Tsertov, Anton. - ELETTRONICO. - (2019). (Intervento presentato al convegno 24th IEEE European Test Symposium (ETS) tenutosi a Baden-Baden, Germany nel 27-31 May 2019) [10.1109/ETS.2019.8791546]. | 1-gen-2019 | Aleksa DamljanovicGiovanni Squillero + | ETS_2019_postprint.pdf; ETS_2019_postprint_draft.pdf |
| Workshops at PPSN 2018 / Purshouse, Robin; Zarges, Christine; Cussat-Blanc, Sylvain; Epitropakis, Michael G.; Gallagher, Marcus; Jansen, Thomas; Kerschke, Pascal; Li, Xiaodong; Lobo, Fernando G.; Miller, Julian; Oliveto, Pietro S.; Preuss, Mike; Squillero, Giovanni; Tonda, Alberto; Wagner, Markus; Weise, Thomas; Wilson, Dennis; Wróbel, Borys; Zamuda, Aleš. - STAMPA. - 11102:(2018), pp. 490-497. (Intervento presentato al convegno Parallel Problem Solving from Nature) [10.1007/978-3-319-99259-4_39]. | 1-gen-2018 | Squillero, Giovanni + | - |
| Comparing different approaches to the test of Reconfigurable Scan Networks / Cantoro, Riccardo; Damljanovic, Aleksa; Sonza Reorda, Matteo; Squillero, Giovanni. - ELETTRONICO. - (2018). (Intervento presentato al convegno 3RD INTERNATIONAL TEST STANDARDS APPLICATION WORKSHOP (TESTA) tenutosi a Bremen, Germany nel May 31st – June 1st, 2018). | 1-gen-2018 | Cantoro, RiccardoDamljanovic, AleksaSonza Reorda, MatteoSquillero, Giovanni | TESTA_ETS_2018.pdf |
| Promoting diversity in evolutionary optimization: Why and how / Squillero, Giovanni; Tonda, Alberto. - ELETTRONICO. - (2018), pp. 998-1016. [10.1145/3205651.3207878] | 1-gen-2018 | Squillero, Giovanni + | - |
| Countering Android Malware: a Scalable Semi-Supervised Approach for Family-Signature Generation / Atzeni, Andrea; Díaz, Fernando; Marcelli, Andrea; Sánchez, Antonio; Squillero, Giovanni; Tonda, Alberto. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - (2018), pp. 59540-59556. [10.1109/ACCESS.2018.2874502] | 1-gen-2018 | Andrea AtzeniAndrea MarcelliGiovanni Squillero + | 08485352.pdf |
| A Semi-Formal Technique to Generate Effective Test Sequences for Reconfigurable Scan Networks / Cantoro, Riccardo; Damljanovic, Aleksa; SONZA REORDA, Matteo; Squillero, Giovanni. - STAMPA. - 2018:(2018), pp. 55-60. (Intervento presentato al convegno 2nd IEEE International Test Conference in Asia, ITC-Asia 2018 tenutosi a Harbin (PRC) nel 15-17 Agosto 2018) [10.1109/ITC-Asia.2018.00020]. | 1-gen-2018 | Riccardo CantoroAleksa DamljanovicMatteo Sonza ReordaGiovanni Squillero | ITC_ASIA2018_postprint_draft.pdf; ITC_ASIA_2018_postprint.pdf |
| On the mitigation of Hardware Trojan attacks in embedded processors by exploiting a Hardware-based obfuscator / Marcelli, Andrea; Ernesto, Sanchez; Sasselli, Luca; Squillero, Giovanni. - ELETTRONICO. - (2018). (Intervento presentato al convegno 3rd International Verification and Security Workshop (IVSW) tenutosi a Hotel Cap Roig, Platja d’Aro, Costa Brava, Spain nel July 2-4, 2018) [10.1109/IVSW.2018.8494850]. | 1-gen-2018 | Ernesto SanchezGiovanni Squillero + | 08494850.pdf |
| Evaluating surrogate models for multi-objective influence maximization in social networks / Bucur, Doina; Iacca, Giovanni; Marcelli, Andrea; Squillero, Giovanni; Tonda, Alberto. - ELETTRONICO. - (2018), pp. 1258-1265. (Intervento presentato al convegno 2018 Genetic and Evolutionary Computation Conference, GECCO 2018 tenutosi a jpn nel 2018) [10.1145/3205651.3208238]. | 1-gen-2018 | Marcelli, AndreaSquillero, Giovanni + | - |
| An evolutionary technique for reducing the duration of reconfigurable scan network test / Cantoro, Riccardo; San Paolo, Luigi; Sonza Reorda, Matteo; Squillero, Giovanni. - STAMPA. - (2018), pp. 129-134. (Intervento presentato al convegno 21st IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS 2018 tenutosi a hun nel 2018) [10.1109/DDECS.2018.00030]. | 1-gen-2018 | Cantoro, RiccardoSonza Reorda, MatteoSquillero, Giovanni + | 08410539.pdf |
| Automated Playtesting in Collectible Card Games using Evolutionary Algorithms: a Case Study in HearthStone / García-Sánchez, P.; Tonda, Alberto; Mora, Antonio M.; Squillero, Giovanni; Merelo, Juan J.. - In: KNOWLEDGE-BASED SYSTEMS. - ISSN 0950-7051. - STAMPA. - (2018). [10.1016/j.knosys.2018.04.030] | 1-gen-2018 | Squillero, Giovanni + | 2018-kbsys.pdf; 1-s2.0-S0950705118301953-main.pdf |
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