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Alberto Paolo Tonda

Alberto Tonda

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affiliation: INRA Centre de Versailles-Grignon, France
affiliation (PhD 2011): Polytechnic University of Turin, Italy

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Books and Theses

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2022
[b3]
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Alberto Tonda:
Computational Intelligence Techniques for Food and Health Sciences. University of Paris-Saclay, France, 2022
2012
[b2]
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Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Industrial Applications of Evolutionary Algorithms. Intelligent Systems Reference Library 34, Springer 2012, ISBN 978-3-642-27466-4, pp. 1-120
2011
[b1]
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Alberto Tonda:
Study and development of new evolutionary algorithms applied to industrial applications. Polytechnic University of Turin, Italy, 2011

Journal Articles

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2024
[j26]
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David Rojas-Velazquez, Sarah Kidwai, Aletta D. Kraneveld, Alberto Tonda, Daniel L. Oberski, Johan Garssen, Alejandro Lopez Rincon:
Methodology for biomarker discovery with reproducibility in microbiome data using machine learning. BMC Bioinform. 25(1): 26 (2024)
2023
[j25]
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Giovanni Squillero, Alberto Tonda:
Veni, Vidi, Evolvi commentary on W. B. Langdon's "Jaws 30". Genet. Program. Evolvable Mach. 24(2): 24 (2023)
2022
[j24]
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Nathalie Méjean Perrot, Alberto Tonda, Ilaria Brunetti, Hervé Guillemin, Bruno Perret, Etienne Goulet, Laurence Guerin, Daniel Picque:
A decision-support system to predict grape berry quality and wine potential for a Chenin vineyard. Comput. Electron. Agric. 200: 107167 (2022)
[j23]
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Antonio M. Mora, Alberto Tonda, Antonio Fernández-Ares, Pablo García-Sánchez:
Looking for archetypes: Applying game data mining to hearthstone decks. Entertain. Comput. 43: 100498 (2022)
[j22]
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Eliana Giovannitti, Sayyid Shahab Nabavi, Giovanni Squillero, Alberto Tonda:
A virtual sensor for backlash in robotic manipulators. J. Intell. Manuf. 33(7): 1921-1937 (2022)
2021
[j21]
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Giovanni Iacca, Kateryna Konotopska, Doina Bucur, Alberto Tonda:
An evolutionary framework for maximizing influence propagation in social networks. Softw. Impacts 9: 100107 (2021)
2020
[j20]
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Hannes Deponte, Alberto Tonda, Nathalie Gottschalk, Laurent Bouvier, Guillaume Delaplace, Wolfgang Augustin, Stephan Scholl:
Two complementary methods for the computational modeling of cleaning processes in food industry. Comput. Chem. Eng. 135: 106733 (2020)
[j19]
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Alberto Tonda:
Inspyred: Bio-inspired algorithms in Python. Genet. Program. Evolvable Mach. 21(1-2): 269-272 (2020)
[j18]
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Pablo García-Sánchez, Alberto Paolo Tonda, Antonio José Fernández Leiva, Carlos Cotta:
Optimizing Hearthstone agents using an evolutionary algorithm. Knowl. Based Syst. 188 (2020)
2019
[j17]
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Alejandro Lopez Rincon, Marlet Martínez-Archundia, Gustavo U. Martinez-Ruiz, Alexander Schönhuth, Alberto Paolo Tonda:
Automatic discovery of 100-miRNA signature for cancer classification using ensemble feature selection. BMC Bioinform. 20(1): 480:1-480:17 (2019)
2018
[j16]
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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: 59540-59556 (2018)
[j15]
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Alejandro Lopez Rincon, Alberto Paolo Tonda, Mohamed Elati, Olivier Schwander, Benjamin Piwowarski, Patrick Gallinari:
Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification. Appl. Soft Comput. 65: 91-100 (2018)
[j14]
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Peter Karpov, Giovanni Squillero, Alberto Paolo Tonda:
VALIS: an evolutionary classification algorithm. Genet. Program. Evolvable Mach. 19(3): 453-471 (2018)
[j13]
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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: 133-146 (2018)
2017
[j12]
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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): 391-393 (2017)
2016
[j11]
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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: 416-426 (2016)
[j10]
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Igor Deplano, Giovanni Squillero, Alberto Paolo Tonda:
Anatomy of a portfolio optimizer under a limited budget constraint. Evol. Intell. 9(4): 125-136 (2016)
[j9]
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Giovanni Squillero, Alberto Paolo Tonda:
Divergence of character and premature convergence: A survey of methodologies for promoting diversity in evolutionary optimization. Inf. Sci. 329: 782-799 (2016)
[j8]
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Juan Julián Merelo Guervós, Federico Liberatore, Antonio Fernández-Ares, Rubén Héctor García-Ortega, Zeineb Chelly, Carlos Cotta, Nuria Rico, Antonio Mora García, Pablo García-Sánchez, Alberto Paolo Tonda, Paloma de las Cuevas, Pedro A. Castillo:
The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments. Trans. Comput. Collect. Intell. 24: 40-60 (2016)
[j7]
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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): 288-300 (2016)
2014
[j6]
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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: 210-222 (2014)
2012
[j5]
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Michelangelo Grosso, Wilson-Javier Pérez-Holguín, Ernesto Sánchez, Matteo Sonza Reorda, Alberto Paolo Tonda, Jaime Velasco-Medina:
Software-Based Testing for System Peripherals. J. Electron. Test. 28(2): 189-200 (2012)
[j4]
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Alberto Paolo Tonda, Evelyne Lutton, Giovanni Squillero:
A benchmark for cooperative coevolution. Memetic Comput. 4(4): 263-277 (2012)
2011
[j3]
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Michelangelo Grosso, Wilson-Javier Pérez-Holguín, Danilo Ravotto, Ernesto Sánchez, Matteo Sonza Reorda, Alberto Paolo Tonda, Jaime Velasco-Medina:
Functional Verification of DMA Controllers. J. Electron. Test. 27(4): 505-516 (2011)
[j2]
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Stefano Di Carlo, Matteo Falasconi, Ernesto Sánchez, Alberto Scionti, Giovanni Squillero, Alberto Paolo Tonda:
Increasing pattern recognition accuracy for chemical sensing by evolutionary based drift compensation. Pattern Recognit. Lett. 32(13): 1594-1603 (2011)
2010
[j1]
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Stefano Gandini, Walter Ruzzarin, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
A Framework for Automated Detection of Power-related Software Errors in Industrial Verification Processes. J. Electron. Test. 26(6): 689-697 (2010)

Conference and Workshop Papers

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2023
[c69]
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Hengzhe Zhang, Qi Chen, Alberto Tonda, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang:
MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning. EuroGP 2023: 84-100
[c68]
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  - conf/evoapps/RojasVelazquezTRKR13
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David Rojas-Velazquez, Alberto Tonda, Itzel Rodríguez-Guerra, Aletta D. Kraneveld, Alejandro Lopez Rincon:
Multi-objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction. EvoApplications@EvoStar 2023: 703-717
[c67]
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Alberto Tonda, Isabelle Alvarez, Sophie Martin, Giovanni Squillero, Evelyne Lutton:
Towards Evolutionary Control Laws for Viability Problems. GECCO 2023: 1464-1472
[c66]
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Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra:
Interpretable Neural-Symbolic Concept Reasoning. ICML 2023: 1801-1825
[c65]
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Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Liò, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra:
Interpretable Neural-Symbolic Concept Reasoning. NeSy 2023: 422-423
[c64]
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Alejandro Lopez Rincon, David Rojas-Velazquez, Johan Garssen, Sander W. van der Laan, Daniel L. Oberski, Alberto Tonda:
Bayesian Optimization for the Inverse Problem in Electrocardiography. SSCI 2023: 1593-1598
2022
[c63]
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Evelyne Lutton, Shatha F. Al-Maliki, Jean Louchet, Alberto Tonda, Franck Vidal:
Fine-Grained Cooperative Coevolution in a Single Population: Between Evolution and Swarm Intelligence. EA 2022: 103-117
[c62]
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  - conf/gecco/MouhrimSBMGPT22
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Nisrine Mouhrim, Sergiy Smetana, Anita Bhatia, Alexander Mathys, Ashley Green, Daniela Peguero, Alberto Tonda:
Towards multi-objective optimization of sustainable insect production chains. GECCO Companion 2022: 352-355
[c61]
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Nisrine Mouhrim, Alberto Tonda, Itzel Rodríguez-Guerra, Aletta D. Kraneveld, Alejandro Lopez Rincon:
An evolutionary approach to the discretization of gene expression profiles to predict the severity of COVID-19. GECCO Companion 2022: 731-734
2021
[c60]
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Eliana Giovannitti, Sayyid Shahab Nabavi, Giovanni Squillero, Alberto Tonda:
Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots. CEC 2021: 1743-1750
[c59]
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Alejandro Lopez Rincon, Daphne S. Roozendaal, Hilde M. Spierenburg, Asta L. Holm, Renee Metcalf, Paula Perez-Pardo, Aletta D. Kraneveld, Alberto Tonda:
Modelling Asthma Patients' Responsiveness to Treatment Using Feature Selection and Evolutionary Computation. EvoApplications 2021: 359-372
[c58]
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Alejandro Lopez Rincon, Carmina A. Perez Romero, Lucero Mendoza Maldonado, Eric Claassen, Johan Garssen, Aletta D. Kraneveld, Alberto Tonda:
Design of specific primer sets for SARS-CoV-2 variants using evolutionary algorithms. GECCO 2021: 982-990
[c57]
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Pietro Barbiero, Giovanni Squillero, Alberto Tonda:
Predictable Features Elimination: An Unsupervised Approach to Feature Selection. LOD 2021: 399-412
2020
[c56]
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Alejandro Lopez Rincon, Aletta D. Kraneveld, Alberto Tonda:
Batch correction of genomic data in chronic fatigue syndrome using CMA-ES. GECCO Companion 2020: 277-278
[c55]
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Giovanni Squillero, Alberto Tonda:
Evolutionary algorithms and machine learning: Synergies, Challenges and Opportunities. GECCO Companion 2020: 1190-1205
2019
[c54]
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Pietro Barbiero, Evelyne Lutton, Giovanni Squillero, Alberto Paolo Tonda:
A Novel Outlook on Feature Selection as a Multi-objective Problem. EA 2019: 68-81
[c53]
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Pietro Barbiero, Alberto Paolo Tonda:
Fundamental Flowers: Evolutionary Discovery of Coresets for Classification. EvoApplications 2019: 550-564
[c52]
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Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda:
Beyond coreset discovery: evolutionary archetypes. GECCO (Companion) 2019: 47-48
[c51]
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Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda:
Evolutionary discovery of coresets for classification. GECCO (Companion) 2019: 1747-1754
[c50]
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Eliana Giovannitti, Giovanni Squillero, Alberto Paolo Tonda:
Virtual Measurement of the Backlash Gap in Industrial Manipulators. SEMCCO/FANCCO 2019: 189-200
2018
[c49]
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  - conf/evoW/BucurIMST18
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Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda:
Improving Multi-objective Evolutionary Influence Maximization in Social Networks. EvoApplications 2018: 117-124
[c48]
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Giovanni Squillero, Alberto Paolo Tonda:
Promoting diversity in evolutionary optimization: why and how. GECCO (Companion) 2018: 998-1016
[c47]
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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: 1258-1265
[c46]
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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: 490-497
2017
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Thomas Chabin, Marc Barnabé, Nadia Boukhelifa, Fernanda Fonseca, Alberto Paolo Tonda, Hélène Velly, Benjamin Lemaitre, Nathalie Perrot, Evelyne Lutton:
LIDeOGraM: An Interactive Evolutionary Modelling Tool. Artificial Evolution 2017: 189-201
[c44]
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Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda:
Multi-objective Evolutionary Algorithms for Influence Maximization in Social Networks. EvoApplications (1) 2017: 221-233
[c43]
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Thomas Chabin, Marc Barnabé, Nadia Boukhelifa, Fernanda Fonseca, Alberto Paolo Tonda, Hélène Velly, Nathalie Perrot, Evelyne Lutton:
Interactive evolutionary modelling of living complex food systems: freeze-drying of lactic acid bacteria. GECCO (Companion) 2017: 267-268
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Gabriele Ciravegna, Pietro Barbiero, Giansalvo Cirrincione, Giovanni Squillero, Alberto Tonda:
Discovering Hierarchical Neural Archetype Sets. IIH-MSP (1) 2017: 255-267
2016
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Pablo García-Sánchez, Alberto Paolo Tonda, Giovanni Squillero, Antonio Mora García, Juan Julián Merelo Guervós:
Evolutionary deckbuilding in hearthstone. CIG 2016: 1-8
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Igor Deplano, Giovanni Squillero, Alberto Paolo Tonda:
Portfolio Optimization, a Decision-Support Methodology for Small Budgets. EvoApplications (1) 2016: 58-72
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Marco Gaudesi, Andrea Marcelli, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Challenging Anti-virus Through Evolutionary Malware Obfuscation. EvoApplications (2) 2016: 149-162
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Giovanni Squillero, Alberto Paolo Tonda:
MPDEA 2016 Chairs' Welcome & Organization. GECCO (Companion) 2016: 941
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Giovanni Squillero, Alberto Paolo Tonda:
Promoting Diversity in Evolutionary Algorithms: an Updated Bibliography. GECCO (Companion) 2016: 943-944
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Francesco Marino, Giovanni Squillero, Alberto Paolo Tonda:
A General-Purpose Framework for Genetic Improvement. PPSN 2016: 345-352
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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: 1012-1022
2015
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Thomas Chabin, Alberto Paolo Tonda, Evelyne Lutton:
How to Mislead an Evolutionary Algorithm Using Global Sensitivity Analysis. Artificial Evolution 2015: 44-57
[c33]
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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: 284-291
[c32]
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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: 29-41
[c31]
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Marco Gaudesi, Andrea Marcelli, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Malware Obfuscation through Evolutionary Packers. GECCO (Companion) 2015: 757-758
[c30]
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Jany Belluz, Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda:
Operator Selection using Improved Dynamic Multi-Armed Bandit. GECCO 2015: 1311-1317
[c29]
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Thomas Chabin, Alberto Paolo Tonda, Evelyne Lutton:
Is Global Sensitivity Analysis Useful to Evolutionary Computation? GECCO (Companion) 2015: 1365-1366
2014
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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: 21-27
[c27]
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Sébastien Gaucel, Maarten Keijzer, Evelyne Lutton, Alberto Paolo Tonda:
Learning Dynamical Systems Using Standard Symbolic Regression. EuroGP 2014: 25-36
[c26]
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Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda:
Universal information distance for genetic programming. GECCO (Companion) 2014: 137-138
[c25]
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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: 1071-1078
[c24]
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Andrea Cani, Marco Gaudesi, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Towards automated malware creation: code generation and code integration. SAC 2014: 157-160
2013
[c23]
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Alberto Paolo Tonda, Andre Suslik Spritzer, Evelyne Lutton:
Balancing User Interaction and Control in BNSL. Artificial Evolution 2013: 211-223
[c22]
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Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda:
An Evolutionary Framework for Routing Protocol Analysis in Wireless Sensor Networks. EvoApplications 2013: 1-11
[c21]
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Alberto Paolo Tonda, Evelyne Lutton, Giovanni Squillero, Pierre-Henri Wuillemin:
A Memetic Approach to Bayesian Network Structure Learning. EvoApplications 2013: 102-111
[c20]
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Marco Gaudesi, Andrea Marion, Tommaso Musner, Giovanni Squillero, Alberto Paolo Tonda:
An Evolutionary Approach to Wetlands Design. EvoBIO 2013: 177-187
[c19]
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Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda:
An efficient distance metric for linear genetic programming. GECCO 2013: 925-932
[c18]
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Marco Gaudesi, Andrea Marion, Tommaso Musner, Giovanni Squillero, Alberto Paolo Tonda:
Evolutionary optimization of wetlands design. SAC 2013: 176-181
2012
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Alberto Paolo Tonda, Evelyne Lutton, Romain Reuillon, Giovanni Squillero, Pierre-Henri Wuillemin:
Bayesian Network Structure Learning from Limited Datasets through Graph Evolution. EuroGP 2012: 254-265
[c16]
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Lyl M. Ciganda, Marco Gaudesi, Evelyne Lutton, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Automatic Generation of On-Line Test Programs through a Cooperation Scheme. MTV 2012: 13-18
2011
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Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Group evolution: Emerging synergy through a coordinated effort. IEEE Congress on Evolutionary Computation 2011: 2662-2668
[c14]
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Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Evolution of Test Programs Exploiting a FSM Processor Model. EvoApplications (2) 2011: 162-171
[c13]
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Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Evolutionary failing-test generation for modern microprocessors. GECCO (Companion) 2011: 225-226
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Wilson J. Pérez H., Ernesto Sánchez, Matteo Sonza Reorda, Alberto Tonda, Jaime Velasco-Medina:
Functional test generation for the pLRU replacement mechanism of embedded cache memories. LATW 2011: 1-6
[c11]
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Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Automatic Generation of Software-based Functional Failing Test for Speed Debug and On-silicon Timing Verification. MTV 2011: 51-55
[c10]
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Alberto Paolo Tonda, Evelyne Lutton, Giovanni Squillero:
Lamps: A Test Problem for Cooperative Coevolution. NICSO 2011: 101-120
[c9]
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Ernesto Sánchez, Matteo Sonza Reorda, Alberto Paolo Tonda:
On the Functional Test of Branch Prediction Units Based on the Branch History Table Architecture. VLSI-SoC (Selected Papers) 2011: 110-123
[c8]
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Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Post-silicon failing-test generation through evolutionary computation. VLSI-SoC 2011: 164-167
[c7]
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Ernesto Sánchez, Matteo Sonza Reorda, Alberto Paolo Tonda:
On the functional test of Branch Prediction Units based on Branch History Table. VLSI-SoC 2011: 278-283
2010
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Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Evolving Individual Behavior in a Multi-agent Traffic Simulator. EvoApplications (1) 2010: 11-20
[c5]
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Stefano Di Carlo, Matteo Falasconi, Ernesto Sánchez, Alberto Scionti, Giovanni Squillero, Alberto Paolo Tonda:
Exploiting Evolution for an Adaptive Drift-Robust Classifier in Chemical Sensing. EvoApplications (1) 2010: 412-421
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Stefano Di Carlo, Ernesto Sánchez, Alberto Scionti, Giovanni Squillero, Alberto Paolo Tonda, Matteo Falasconi:
Towards drift correction in chemical sensors using an evolutionary strategy. GECCO 2010: 1329-1330
2009
[c3]
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Wilson J. Pérez H., Danilo Ravotto, Edgar E. Sánchez, Matteo Sonza Reorda, Alberto Paolo Tonda:
On the Generation of Functional Test Programs for the Cache Replacement Logic. Asian Test Symposium 2009: 418-423
[c2]
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Sergio Gandini, Danilo Ravotto, Walter Ruzzarin, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda:
Automatic detection of software defects: an industrial experience. GECCO 2009: 1921-1922
2008
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Giovanni Squillero, Alberto Paolo Tonda:
A novel methodology for diversity preservation in evolutionary algorithms. GECCO (Companion) 2008: 2223-2226

Parts in Books or Collections

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2020
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Pietro Barbiero, Andrea Bertotti, Gabriele Ciravegna, Giansalvo Cirrincione, Elio Piccolo, Alberto Tonda:
Understanding Cancer Phenomenon at Gene Expression Level by using a Shallow Neural Network Chain. Neural Approaches to Dynamics of Signal Exchanges 2020: 281-290
2018
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Alberto Paolo Tonda, Nadia Boukhelifa, Thomas Chabin, Marc Barnabé, Benoît Génot, Evelyne Lutton, Nathalie Perrot:
Interactive Machine Learning for Applications in Food Science. Human and Machine Learning 2018: 459-477

Informal and Other Publications

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What is the meaning of the colors in the publication lists?

2023
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Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio', Frédéric Precioso, Mateja Jamnik, Giuseppe Marra:
Interpretable Neural-Symbolic Concept Reasoning. CoRR abs/2304.14068 (2023)
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Pietro Barbiero, Stefano Fioravanti, Francesco Giannini, Alberto Tonda, Pietro Liò, Elena Di Lavore:
Categorical Foundations of Explainable AI: A Unifying Formalism of Structures and Semantics. CoRR abs/2304.14094 (2023)
2022
[i4]
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Soumita Das, Bijita Singha, Alberto Tonda, Anupam Biswas:
Direct Comparative Analysis of Nature-inspired Optimization Algorithms on Community Detection Problem in Social Networks. CoRR abs/2212.10797 (2022)
2020
[i3]
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  - journals/corr/abs-2002-08645
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Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda:
Uncovering Coresets for Classification With Multi-Objective Evolutionary Algorithms. CoRR abs/2002.08645 (2020)
[i2]
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Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda:
Modeling Generalization in Machine Learning: A Methodological and Computational Study. CoRR abs/2006.15680 (2020)
2018
[i1]
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  persistent URL:
  - https://dblp.org/rec/journals/corr/abs-1810-02713
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 abs/1810.02713 (2018)

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