Giovanni Squillero

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 83

Top Venues

Publications

Giovanni Squillero, Alberto Tonda, Dimitri Masetta, Marco Sacchet
Byron: A Fuzzer for Turing-complete Test Programs. GECCO Companion (2024)
Andrea Calabrese, Stefano Quer, Giovanni Squillero, Alberto Tonda
Towards an Evolutionary Approach for Exploting Core Knowledge in Artificial Intelligence. GECCO Companion (2024)
Dirk Sudholt, Giovanni Squillero
Theory and Practice of Population Diversity in Evolutionary Computation. GECCO Companion (2024)
Nicolò Bellarmino, Giorgio Bozzini, Riccardo Cantoro, Francesco Castelletti, Michele Castelluzzo, Carla Ciricugno, Raffaele Correale, Daniela Dalla Gasperina, Francesco Dentali, Giovanni Poggialini, Piergiorgio Salerno, Giovanni Squillero, Stefano Taborelli
COVID-19 Detection from Mass Spectra of Exhaled Breath. CoRR (2023)
Nicolò Bellarmino, Riccardo Cantoro, Giovanni Squillero
U-FLEX: Unsupervised Feature Learning with Evolutionary eXploration. LOD (1) (2023)
Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Ulf Schlichtmann, Giovanni Squillero
Semi-Supervised Deep Learning for Microcontroller Performance Screening. ETS (2023)
Alberto Tonda, Isabelle Alvarez, Sophie Martin, Giovanni Squillero, Evelyne Lutton
Towards Evolutionary Control Laws for Viability Problems. GECCO (2023)
Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Ulf Schlichtmann, Giovanni Squillero
Enabling Inter-Product Transfer Learning on MCU Performance Screening. ATS (2023)
Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Ulf Schlichtmann, Giovanni Squillero
Feature Selection for Cost Reduction In MCU Performance Screening. LATS (2023)
Giovanni Squillero, Alberto Tonda
Veni, Vidi, Evolvi commentary on W. B. Langdon's "Jaws 30". Genet. Program. Evolvable Mach. 24 (2) (2023)
Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Raffaele Martone, Ulf Schlichtmann, Giovanni Squillero
A Multilabel Active Learning Framework for Microcontroller Performance Screening. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (10) (2023)
Umberto Albertin, Giuseppe Pedone, Matilde Brossa, Giovanni Squillero, Marcello Chiaberge
A Real-Time Novelty Recognition Framework Based on Machine Learning for Fault Detection. Algorithms 16 (2) (2023)
Dirk Sudholt, Giovanni Squillero
Theory and Practice of Population Diversity in Evolutionary Computation. GECCO Companion (2023)
Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Ulf Schlichtmann, Giovanni Squillero
Microcontroller Performance Screening: Optimizing the Characterization in the Presence of Anomalous and Noisy Data. IOLTS (2022)
F. Angione, Davide Appello, J. Aribido, J. Athavale, Nicolò Bellarmino, Paolo Bernardi, Riccardo Cantoro, C. De Sio, Tommaso Foscale, Gabriele Gavarini, J. Guerrero, M. Huch, Giusy Iaria, T. Kilian, R. Mariani, R. Martone, Annachiara Ruospo, E. Sanchez, Ulf Schlichtmann, Giovanni Squillero, Matteo Sonza Reorda, L. Sterpone, Vincenzo Tancorre, Roberto Ugioli
Test, Reliability and Functional Safety Trends for Automotive System-on-Chip. ETS (2022)
Aleksa Damljanovic, Annachiara Ruospo, Ernesto Sánchez, Giovanni Squillero
Machine learning for hardware security: Classifier-based identification of Trojans in pipelined microprocessors. Appl. Soft Comput. 116 (2022)
Simone Pellegrino, Massimo Rebuglio, Giovanni Squillero
Public-Private Partnership: Evolutionary Algorithms as a Solution to Information Asymmetry. EvoApplications (2022)
Eliana Giovannitti, Sayyid Shahab Nabavi, Giovanni Squillero, Alberto Tonda
A virtual sensor for backlash in robotic manipulators. J. Intell. Manuf. 33 (7) (2022)
Dirk Sudholt, Giovanni Squillero
Theory and practice of population diversity in evolutionary computation. GECCO Companion (2022)
Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Raffaele Martone, Ulf Schlichtmann, Giovanni Squillero
Exploiting Active Learning for Microcontroller Performance Prediction. ETS (2021)
Eliana Giovannitti, Sayyidshahab Nabavi, Giovanni Squillero, Alberto Tonda
Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots. CEC (2021)
Andrea Calabrese, Stefano Quer, Giovanni Squillero
Smart Techniques for Flying-probe Testing. ICSOFT (2021)
Pietro Barbiero, Giovanni Squillero, Alberto Tonda
Predictable Features Elimination: An Unsupervised Approach to Feature Selection. LOD (2021)
Aleksa Damljanovic, Annachiara Ruospo, Ernesto Sánchez, Giovanni Squillero
A Benchmark Suite of RT-level Hardware Trojans for Pipelined Microprocessor Cores. DDECS (2021)
Paolo Bernardi, Riccardo Cantoro, Sergio de Luca, Ernesto Sánchez, Alessandro Sansonetti, Giovanni Squillero
Software-Based Self-Test Techniques for Dual-Issue Embedded Processors. IEEE Trans. Emerg. Top. Comput. 8 (2) (2020)
Giovanni Squillero, Alberto Tonda
Evolutionary algorithms and machine learning: Synergies, Challenges and Opportunities. GECCO Companion (2020)
Riccardo Cantoro, Martin Huch, Tobias Kilian, Raffaele Martone, Ulf Schlichtmann, Giovanni Squillero
Machine Learning based Performance Prediction of Microcontrollers using Speed Monitors. ITC (2020)
Riccardo Cantoro, Aleksa Damljanovic, Matteo Sonza Reorda, Giovanni Squillero
A Novel Sequence Generation Approach to Diagnose Faults in Reconfigurable Scan Networks. IEEE Trans. Computers 69 (1) (2020)
Maksim Jenihhin, Said Hamdioui, Matteo Sonza Reorda, Milos Krstic, Peter Langendörfer, Christian Sauer, Anton Klotz, Michael Hübner, Jörg Nolte, Heinrich Theodor Vierhaus, Georgios N. Selimis, Dan Alexandrescu, Mottaqiallah Taouil, Geert Jan Schrijen, Jaan Raik, Luca Sterpone, Giovanni Squillero, Zoya Dyka
RESCUE: Interdependent Challenges of Reliability, Security and Quality in Nanoelectronic Systems. DATE (2020)
Stefano Quer, Andrea Marcelli, Giovanni Squillero
The Maximum Common Subgraph Problem: A Parallel and Multi-Engine Approach. Comput. 8 (2) (2020)
Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda
Modeling Generalization in Machine Learning: A Methodological and Computational Study. CoRR (2020)
Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda
Uncovering Coresets for Classification With Multi-Objective Evolutionary Algorithms. CoRR (2020)
Dirk Sudholt, Giovanni Squillero
Theory and practice of population diversity in evolutionary computation. GECCO Companion (2020)
Luciano Bonaria, Maurizio Raganato, Giovanni Squillero, Matteo Sonza Reorda
Test-Plan Optimization for Flying-Probes In-Circuit Testers. ITC-Asia (2019)
Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda
Evolutionary discovery of coresets for classification. GECCO (Companion) (2019)
Andrea Marcelli, Stefano Quer, Giovanni Squillero
The Maximum Common Subgraph Problem: A Portfolio Approach. CoRR (2019)
Aleksa Damljanovic, Artur Jutman, Michele Portolan, Ernesto Sánchez, Giovanni Squillero, Anton Tsertov
Simulation-based Equivalence Checking between IEEE 1687 ICL and RTL. ITC (2019)
Riccardo Cantoro, Aleksa Damljanovic, Matteo Sonza Reorda, Giovanni Squillero
An Enhanced Evolutionary Technique for the Generation of Compact Reconfigurable Scan-Network Tests. J. Circuits Syst. Comput. 28 (Supplement-1) (2019)
Aleksa Damljanovic, Giovanni Squillero, Cemil Cem Gürsoy, Maksim Jenihhin
On NBTI-induced Aging Analysis in IEEE 1687 Reconfigurable Scan Networks. VLSI-SoC (2019)
Aleksa Damljanovic, Artur Jutman, Giovanni Squillero, Anton Tsertov
Post-Silicon Validation of IEEE 1687 Reconfigurable Scan Networks. ETS (2019)
Pietro Barbiero, Evelyne Lutton, Giovanni Squillero, Alberto Paolo Tonda
A Novel Outlook on Feature Selection as a Multi-objective Problem. EA (2019)
Luciano Bonaria, Maurizio Raganato, Matteo Sonza Reorda, Giovanni Squillero
A Dynamic Greedy Test Scheduler for Optimizing Probe Motion in In-Circuit Testers. ETS (2019)
Eliana Giovannitti, Luca Mannella, Andrea Marcelli, Giovanni Squillero
Evolutionary Antivirus Signature Optimization. CEC (2019)
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Giovanni Squillero
Multi-level diversity promotion strategies for Grammar-guided Genetic Programming. Appl. Soft Comput. 83 (2019)
Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda
Beyond coreset discovery: evolutionary archetypes. GECCO (Companion) (2019)
Eliana Giovannitti, Giovanni Squillero, Alberto Paolo Tonda
Virtual Measurement of the Backlash Gap in Industrial Manipulators. SEMCCO/FANCCO (2019)
Maksim Jenihhin, Said Hamdioui, Matteo Sonza Reorda, Milos Krstic, Peter Langendörfer, Christian Sauer, Anton Klotz, Michael Hübner, Jörg Nolte, Heinrich Theodor Vierhaus, Georgios N. Selimis, Dan Alexandrescu, Mottaqiallah Taouil, Geert Jan Schrijen, Jaan Raik, Luca Sterpone, Giovanni Squillero, Zoya Dyka
RESCUE: Interdependent Challenges of Reliability, Security and Quality in Nanoelectronic Systems. CoRR (2019)
Andrea Marcelli, Ernesto Sánchez, Luca Sasselli, Giovanni Squillero
On the Mitigation of Hardware Trojan Attacks in Embedded Processors by Exploiting a Hardware-Based Obfuscator. IVSW (2018)
Andrea S. Atzeni, Fernando Diaz, Andrea Marcelli, Antonio Sánchez, Giovanni Squillero, Alberto Paolo Tonda
Countering Android Malware: A Scalable Semi-Supervised Approach for Family-Signature Generation. IEEE Access 6 (2018)
Riccardo Cantoro, Aleksa Damljanovic, Matteo Sonza Reorda, Giovanni Squillero
A New Technique to Generate Test Sequences for Reconfigurable Scan Networks. ITC (2018)
Peter Karpov, Giovanni Squillero, Alberto Paolo Tonda
VALIS: an evolutionary classification algorithm. Genet. Program. Evolvable Mach. 19 (3) (2018)
Andrea Marcelli, Ernesto Sánchez, Giovanni Squillero, Muhammad Usman Jamal, Afnan Imtiaz, Simone Machetti, Filippo Mangani, Paolo Monti, Davide Pola, Alessandro Salvato, Michele Simili
Defeating hardware Trojan in microprocessor cores through software obfuscation. LATS (2018)
Doina Bucur, Giovanni Iacca, Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms. CoRR (2018)
Robin C. Purshouse, Christine Zarges, Sylvain Cussat-Blanc, Michael G. Epitropakis, Marcus Gallagher, Thomas Jansen, Pascal Kerschke, Xiaodong Li, Fernando G. Lobo, Julian F. Miller, Pietro S. Oliveto, Mike Preuss, Giovanni Squillero, Alberto Paolo Tonda, Markus Wagner, Thomas Weise, Dennis Wilson, Borys Wróbel, Ales Zamuda
Workshops at PPSN 2018. PPSN (2) (2018)
Riccardo Cantoro, Aleksa Damljanovic, Matteo Sonza Reorda, Giovanni Squillero
A Semi-Formal Technique to Generate Effective Test Sequences for Reconfigurable Scan Networks. ITC-Asia (2018)
Giovanni Squillero, Alberto Paolo Tonda
Promoting diversity in evolutionary optimization: why and how. GECCO (Companion) (2018)
Pablo García-Sánchez, Alberto Paolo Tonda, Antonio Mora García, Giovanni Squillero, Juan Julián Merelo Guervós
Automated playtesting in collectible card games using evolutionary algorithms: A case study in hearthstone. Knowl. Based Syst. 153 (2018)
Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda
Evaluating surrogate models for multi-objective influence maximization in social networks. GECCO (Companion) (2018)
Riccardo Cantoro, Luigi San Paolo, Matteo Sonza Reorda, Giovanni Squillero
An Evolutionary Technique for Reducing the Duration of Reconfigurable Scan Network Test. DDECS (2018)
Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda
Improving Multi-objective Evolutionary Influence Maximization in Social Networks. EvoApplications (2018)
Giovanni Squillero, Alberto Paolo Tonda
(Over-)Realism in evolutionary computation: Commentary on "On the Mapping of Genotype to Phenotype in Evolutionary Algorithms" by Peter A. Whigham, Grant Dick, and James Maclaurin. Genet. Program. Evolvable Mach. 18 (3) (2017)
Edoardo Fadda, Guido Perboli, Giovanni Squillero
Adaptive Batteries Exploiting On-Line Steady-State Evolution Strategy. EvoApplications (1) (2017)
Andrea S. Atzeni, Andrea Marcelli, Francesco Muroni, Giovanni Squillero
HAIT: Heap Analyzer with Input Tracing. SECRYPT (2017)
Eric Medvet, Alberto Bartoli, Giovanni Squillero
An effective diversity promotion mechanism in grammatical evolution. GECCO (Companion) (2017)
Marco Gaudesi, Irith Pomeranz, Matteo Sonza Reorda, Giovanni Squillero
New Techniques to Reduce the Execution Time of Functional Test Programs. IEEE Trans. Computers 66 (7) (2017)
Andrea Marcelli, Marco Restifo, Ernesto Sánchez, Giovanni Squillero
An evolutionary approach to hardware encryption and Trojan-horse mitigation. DATE (2017)
Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda
Multi-objective Evolutionary Algorithms for Influence Maximization in Social Networks. EvoApplications (1) (2017)
R. Cantora, Ernesto Sánchez, Matteo Sonza Reorda, Giovanni Squillero, Emanuele Valea
On the optimization of SBST test program compaction. DFT (2017)
Gabriele Ciravegna, Pietro Barbiero, Giansalvo Cirrincione, Giovanni Squillero, Alberto Tonda
Discovering Hierarchical Neural Archetype Sets. IIH-MSP (1) (2017)
Pablo García-Sánchez, Alberto Paolo Tonda, Giovanni Squillero, Antonio Mora García, Juan Julián Merelo Guervós
Evolutionary deckbuilding in hearthstone. CIG (2016)
Maksim Jenihhin, Giovanni Squillero, Thiago Santos Copetti, Valentin Tihhomirov, Sergei Kostin, Marco Gaudesi, Fabian Vargas, Jaan Raik, Matteo Sonza Reorda, Leticia Bolzani Poehls, Raimund Ubar, Guilherme Cardoso Medeiros
Identification and Rejuvenation of NBTI-Critical Logic Paths in Nanoscale Circuits. J. Electron. Test. 32 (3) (2016)
Doina Bucur, Giovanni Iacca, Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms. Appl. Soft Comput. 40 (2016)
Carola Doerr, Nicolas Bredèche, Enrique Alba, Thomas Bartz-Beielstein, Dimo Brockhoff, Benjamin Doerr, Gusz Eiben, Michael G. Epitropakis, Carlos M. Fonseca, Andreia P. Guerreiro, Evert Haasdijk, Jacqueline Heinerman, Julien Hubert, Per Kristian Lehre, Luigi Malagò, Juan Julián Merelo Guervós, Julian Francis Miller, Boris Naujoks, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Patricia Ryser-Welch, Giovanni Squillero, Jörg Stork, Dirk Sudholt, Alberto Paolo Tonda, L. Darrell Whitley, Martin Zaefferer
Tutorials at PPSN 2016. PPSN (2016)
Giovanni Squillero, Alberto Paolo Tonda
Promoting Diversity in Evolutionary Algorithms: an Updated Bibliography. GECCO (Companion) (2016)
Marco Gaudesi, Elio Piccolo, Giovanni Squillero, Alberto Paolo Tonda
Exploiting Evolutionary Modeling to Prevail in Iterated Prisoner's Dilemma Tournaments. IEEE Trans. Comput. Intell. AI Games 8 (3) (2016)
Giovanni Squillero, Alberto Paolo Tonda
MPDEA 2016 Chairs' Welcome & Organization. GECCO (Companion) (2016)
Francesco Marino, Giovanni Squillero, Alberto Paolo Tonda
A General-Purpose Framework for Genetic Improvement. PPSN (2016)
Francesco Pellerey, Maksim Jenihhin, Giovanni Squillero, Jaan Raik, Matteo Sonza Reorda, Valentin Tihhomirov, Raimund Ubar
Rejuvenation of NBTI-Impacted Processors Using Evolutionary Generation of Assembler Programs. ATS (2016)
Giovanni Squillero, Alberto Paolo Tonda
Divergence of character and premature convergence: A survey of methodologies for promoting diversity in evolutionary optimization. Inf. Sci. 329 (2016)
Julio Pérez Acle, Riccardo Cantoro, Ernesto Sánchez, Matteo Sonza Reorda, Giovanni Squillero
Observability solutions for in-field functional test of processor-based systems: A survey and quantitative test case evaluation. Microprocess. Microsystems 47 (2016)
Marco Gaudesi, Andrea Marcelli, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
Challenging Anti-virus Through Evolutionary Malware Obfuscation. EvoApplications (2) (2016)
Igor Deplano, Giovanni Squillero, Alberto Paolo Tonda
Portfolio Optimization, a Decision-Support Methodology for Small Budgets. EvoApplications (1) (2016)
Igor Deplano, Giovanni Squillero, Alberto Paolo Tonda
Anatomy of a portfolio optimizer under a limited budget constraint. Evol. Intell. 9 (4) (2016)
Riccardo Cantoro, Marco Gaudesi, Ernesto Sánchez, Giovanni Squillero
Exploiting Evolutionary Computation in an Industrial Flow for the Development of Code-Optimized Microprocessor Test Programs. GECCO (Companion) (2015)
Jany Belluz, Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
Operator Selection using Improved Dynamic Multi-Armed Bandit. GECCO (2015)
Giovanni Squillero
Chromatic Selection - An Oversimplified Approach to Multi-objective Optimization. EvoApplications (2015)
N. Palermo, Valentin Tihhomirov, Thiago Santos Copetti, Maksim Jenihhin, Jaan Raik, Sergei Kostin, Marco Gaudesi, Giovanni Squillero, Matteo Sonza Reorda, Fabian Vargas, Letícia Maria Bolzani Pöhls
Rejuvenation of nanoscale logic at NBTI-critical paths using evolutionary TPG. LATS (2015)
Riccardo Cantoro, Marco Gaudesi, Ernesto Sánchez, Pasquale Davide Schiavone, Giovanni Squillero
An evolutionary approach for test program compaction. LATS (2015)
Marco Gaudesi, Andrea Marcelli, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
Malware Obfuscation through Evolutionary Packers. GECCO (Companion) (2015)
Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda
Black Holes and Revelations: Using Evolutionary Algorithms to Uncover Vulnerabilities in Disruption-Tolerant Networks. EvoApplications (2015)
Pablo García-Sánchez, Alberto Paolo Tonda, Antonio Miguel Mora, Giovanni Squillero, Juan Julián Merelo Guervós
Towards automatic StarCraft strategy generation using genetic programming. CIG (2015)
Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda
The impact of topology on energy consumption for collection tree protocols: An experimental assessment through evolutionary computation. Appl. Soft Comput. 16 (2014)
Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
Universal information distance for genetic programming. GECCO (Companion) (2014)
Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda
The tradeoffs between data delivery ratio and energy costs in wireless sensor networks: a multi-objectiveevolutionary framework for protocol analysis. GECCO (2014)
Marco Gaudesi, Elio Piccolo, Giovanni Squillero, Alberto Paolo Tonda
TURAN: Evolving non-deterministic players for the iterated prisoner's dilemma. IEEE Congress on Evolutionary Computation (2014)
Andrea Cani, Marco Gaudesi, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
Towards automated malware creation: code generation and code integration. SAC (2014)
Marco Gaudesi, Maksim Jenihhin, Jaan Raik, Ernesto Sánchez, Giovanni Squillero, Valentin Tihhomirov, Raimund Ubar
Diagnostic Test Generation for Statistical Bug Localization Using Evolutionary Computation. EvoApplications (2014)
Giovanni Squillero
Industrial applications of evolutionary algorithms. GECCO (Companion) (2013)
Alfredo Benso, Stefano Di Carlo, Hafeez Ur Rehman, Gianfranco Politano, Alessandro Savino, Giovanni Squillero, Alessandro Vasciaveo, Stefano Benedettini
Accounting for Post-Transcriptional Regulation in Boolean Networks Based Regulatory Models. IWBBIO (2013)
Alberto Paolo Tonda, Evelyne Lutton, Giovanni Squillero, Pierre-Henri Wuillemin
A Memetic Approach to Bayesian Network Structure Learning. EvoApplications (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giovanni Squillero