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authFullName_s : Giovanni Squillero

A Memetic Approach to Bayesian Network Structure Learning

Alberto Tonda , Evelyne Lutton , Giovanni Squillero , Pierre-Henri Wuillemin
16th European Conference on Applications of Evolutionary Computation, EvoApplications 2013, Apr 2013, Vienna, Austria. pp.102-111, ⟨10.1007/978-3-642-37192-9_11⟩
Conference papers hal-01221601v1

Automated playtesting in collectible card games using evolutionary algorithms: A case study in hearthstone

Pablo Garcia-Sanchez , Alberto Tonda , Antonio Mora , Giovanni Squillero , Juan Julian Merelo
Knowledge-Based Systems, 2018, 153, pp.133-146. ⟨10.1016/j.knosys.2018.04.030⟩
Journal articles hal-02481672v1

Challenging anti-virus through evolutionary malware obfuscation

Marco Gaudesi , Andrea Marcelli , Ernesto Sanchez , Giovanni Squillero , Alberto Tonda
19. European Conference, EvoApplications 2016, Mar 2016, Porto, Portugal. ⟨10.1007/978-3-319-31153-1_11⟩
Conference papers hal-01365965v1

Portfolio optimization, a decision-support methodology for small budgets

Igor Deplano , Giovanni Squillero , Alberto Tonda
19. European Conference, EvoApplications 2016, Mar 2016, Porto, Portugal. ⟨10.1007/978-3-319-31204-0_5⟩
Conference papers hal-01365967v1
Image document

A virtual sensor for backlash in robotic manipulators

Eliana Giovannitti , Sayyidshahab Nabavi , Giovanni Squillero , Alberto Tonda
Journal of Intelligent Manufacturing, 2022, 33 (7), pp.1921 - 1937. ⟨10.1007/s10845-022-01934-z⟩
Journal articles hal-03815502v1

Improving Multi-objective Evolutionary Influence Maximization in Social Networks

Doina Bucur , Giovanni Iacca , Andrea Marcelli , Giovanni Squillero , Alberto Tonda
Applications of Evolutionary Computation 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings, pp.117-124, 2018, ⟨10.1007/978-3-319-77538-8_9⟩
Book sections hal-02481693v1

Black holes and revelations: using evolutionary algorithms to uncover vulnerabilities in disruption-tolerant networks

Doina Bucur , Giovanni Iacca , Giovanni Squillero , Alberto Tonda
18. European Conference, EvoApplications 2015, Apr 2015, Copenhague, Denmark. ⟨10.1007/978-3-319-16549-3_3⟩
Conference papers hal-01365974v1

Multi-objective evolutionary algorithms for influence maximization in social networks

Doina Bucur , Giovanni Iacca , Andrea Marcelli , Giovanni Squillero , Alberto Tonda
20. European Conference on the Applications of Evolutionary Computation (EvoApplications 2017), Society for the Promotion of Evolutionary Computation in Europe and its Surroundings (SPECIES). Vancouver, CAN., Apr 2017, Amsterdam, Netherlands. 905 p., ⟨10.1007/978-3-319-55849-3_15⟩
Conference papers hal-02736691v1

Tutorials at PPSN 2016

Carola Doerr , Nicolas Bredeche , Enrique Alba , Thomas Bartz-Beielstein , Dimo Brockhoff , et al.
PPSN 2016 - 14th International Conference on Parallel Problem Solving from Nature, Sep 2016, Edinburgh, United Kingdom. pp.1012-1022, ⟨10.1007/978-3-319-45823-6_95⟩
Conference papers hal-01605625v1
Image document

Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots

Eliana Giovannitti , Sayyidshahab Nabavi , Giovanni Squillero , Alberto Tonda
2021 IEEE Congress on Evolutionary Computation (CEC), Jun 2021, Kraków, France. pp.1743-1750, ⟨10.1109/CEC45853.2021.9504962⟩
Conference papers hal-03834628v1

VALIS: an evolutionary classification algorithm

Peter Karpov , Giovanni Squillero , Alberto Tonda
Genetic Programming and Evolvable Machines, 2018, 19 (3), pp.453-471. ⟨10.1007/s10710-018-9331-6⟩
Journal articles hal-02481663v1

Automatic generation of on-line test programs through a cooperation scheme

Lyl Mercedes Ciganda , Marco Gaudesi , Evelyne Lutton , Ernesto Sanchez , Giovanni Squillero , et al.
13. IEEE Workshop on Microprocessor Test and Verification, Dec 2012, Austin, United States. ⟨10.1109/MTV.2012.17⟩
Conference papers hal-01366578v1
Image document

Bayesian Network Structure Learning from Limited Datasets through Graph Evolution

Alberto Tonda , Evelyne Lutton , Romain Reuillon , Giovanni Squillero , Pierre-Henri Wuillemin
EuroGP 2012 - 15th European Conference on Genetic Programming, Apr 2012, Malaga, Spain. pp.254-265, ⟨10.1007/978-3-642-29139-5_22⟩
Conference papers hal-00757529v1
Image document

Predictable Features Elimination: An Unsupervised Approach to Feature Selection

Pietro Barbiero , Giovanni Squillero , Alberto Tonda
Machine Learning, Optimization, and Data Science, 13163, Springer International Publishing, pp.399-412, 2022, Lecture Notes in Computer Science, 978-3-030-95467-3. ⟨10.1007/978-3-030-95467-3_29⟩
Book sections hal-03834623v1

Evaluating surrogate models for multi-objective influence maximization in social networks

Doina Bucur , Giovanni Iacca , Andrea Marcelli , Giovanni Squillero , Alberto Tonda
the Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, France. pp.1258-1265, ⟨10.1145/3205651.3208238⟩
Conference papers hal-02481683v1

Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms

Doina Bucur , Giovanni Iacca , Marco Gaudesi , Giovanni Squillero , Alberto Tonda
Applied Soft Computing, 2016, 40, pp.416-426. ⟨10.1016/j.asoc.2015.11.024⟩
Journal articles hal-01531614v1

Exploiting Evolutionary Modeling to Prevail in Iterated Prisoner’s Dilemma Tournaments

Marco Gaudesi , Elio Piccolo , Giovanni Squillero , Alberto Tonda
IEEE Transactions on Computational Intelligence and AI in games, 2016, 8 (3), pp.288-300. ⟨10.1109/TCIAIG.2015.2439061⟩
Journal articles hal-02481801v1

Evolutionary deckbuilding in hearthstone

Pablo Garcia-Sanchez , Alberto Tonda , Giovanni Squillero , Antonio Mora , Juan J. Merelo
IEEE CIG 2016, Sep 2016, Santorini, Greece. ⟨10.1109/CIG.2016.7860426⟩
Conference papers hal-01494733v1
Image document

Lamps : A test problem for cooperative coevolution

Alberto Tonda , Evelyne Lutton , Giovanni Squillero
NICSO 2011, the 5th International Workshop on Nature Inspired Cooperative Strategies for Optimization, Oct 2011, Cluj Napoca, Romania
Conference papers hal-00642304v1

Lamps : a test problem for cooperative coevolution

Alberto Tonda , Evelyne Lutton , Giovanni Squillero
Nature Inspired Cooperative Strategies for Optimization (NICSO 2011), 387, Springer Science + Business Media B.V., 2011, Studies in Computational Intelligence, 978-3-642-24093-5. ⟨10.1007/978-3-642-24094-2_7⟩
Book sections hal-01374165v1

Towards automatic StarCraft strategy generation using genetic programming

Pablo Garcia-Sanchez , Alberto Tonda , Antonio M. Mora , Giovanni Squillero , J.J. Merelo
IEEE Conference on Computational Intelligence in Games, Aug 2015, NA, France. ⟨10.1109/CIG.2015.7317940⟩
Conference papers hal-01366582v1

Evolutionary algorithms and machine learning

Giovanni Squillero , Alberto Tonda
GECCO '20: Genetic and Evolutionary Computation Conference, Jul 2020, Cancún Mexico, Mexico. pp.1190-1205, ⟨10.1145/3377929.3389863⟩
Conference papers hal-03122112v1

Evolutionary discovery of coresets for classification

Pietro Barbiero , Giovanni Squillero , Alberto Tonda
the Genetic and Evolutionary Computation Conference Companion, Jul 2019, Prague, France. pp.1747-1754, ⟨10.1145/3319619.3326846⟩
Conference papers hal-02481589v1

Promoting diversity in evolutionary algorithms: an updated bibliography

Giovanni Squillero , Alberto Tonda
Genetic and Evolutionary Computation Conference (GECCO), Jul 2016, Denver, United States. 2 p., ⟨10.1145/2908961.2931651⟩
Conference papers hal-01531706v1

Divergence of character and premature convergence: a survey of methodologies for promoting diversity in evolutionary optimization

Giovanni Squillero , Alberto Tonda
Information Sciences, 2016, 329, pp.782-799. ⟨10.1016/j.ins.2015.09.056⟩
Journal articles hal-01531616v1
Image document

A benchmark for cooperative coevolution

Alberto Tonda , Evelyne Lutton , Giovanni Squillero
Memetic Computing, 2012, 4 (4), pp.263-277. ⟨10.1007/s12293-012-0095-x⟩
Journal articles hal-00758187v1

Beyond coreset discovery: Evolutionary Archetypes

Pietro Barbiero , Giovanni Squillero , Alberto Tonda
the Genetic and Evolutionary Computation Conference Companion, Jul 2019, Prague, France. pp.47-48, ⟨10.1145/3319619.3326789⟩
Conference papers hal-02481592v1
Image document

Countering Android Malware: A Scalable Semi-Supervised Approach for Family-Signature Generation

Andrea Atzeni , Fernando Diaz , Andrea Marcelli , Antonio Sánchez , Giovanni Squillero , et al.
IEEE Access, 2018, 6, pp.59540-59556. ⟨10.1109/ACCESS.2018.2874502⟩
Journal articles hal-02481658v1

Malware obfuscation through evolutionary packers

Marco Gaudesi , Andrea Marcelli , Ernesto Sanchez , Giovanni Squillero , Alberto Tonda
17. Genetic and Evolutionary Computation Conference (GECCO), Jul 2015, Madrid, Spain. ⟨10.1145/2739482.2764940⟩
Conference papers hal-01366581v1

Operator Selection using Improved Dynamic Multi-Armed Bandit

Jany Belluz , Marco Gaudesi , Giovanni Squillero , Alberto Tonda
17. Genetic and Evolutionary Computation Conference (GECCO), Jul 2015, Madrid, Spain. pp.7, ⟨10.1145/2739480.2754712⟩
Conference papers hal-01536526v1