Alberto Paolo Tonda

Publication Activity (10 Years)

Years Active: 2008-2020
Publications (10 Years): 40

Top Topics

Genetic Programming

Influence Maximization

Evolutionary Algorithm

Cooperative Coevolution

Top Venues

GECCO (Companion)

EvoApplications

Artificial Evolution

Publications

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)
Pablo García-Sánchez, Alberto Paolo Tonda, Antonio José Fernández Leiva, Carlos Cotta
Optimizing Hearthstone agents using an evolutionary algorithm. Knowl. Based Syst. 188 (2020)
Alejandro Lopez Rincon, Marlet Martinez-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) (2019)
Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda
Evolutionary discovery of coresets for classification. GECCO (Companion) (2019)
Pietro Barbiero, Alberto Paolo Tonda
Fundamental Flowers: Evolutionary Discovery of Coresets for Classification. EvoApplications (2019)
Pietro Barbiero, Evelyne Lutton, Giovanni Squillero, Alberto Paolo Tonda
A Novel Outlook on Feature Selection as a Multi-objective Problem. EA (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)
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)
Peter Karpov, Giovanni Squillero, Alberto Paolo Tonda
VALIS: an evolutionary classification algorithm. Genet. Program. Evolvable Mach. 19 (3) (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)
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)
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 (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)
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)
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)
Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda
Multi-objective Evolutionary Algorithms for Influence Maximization in Social Networks. EvoApplications (1) (2017)
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)
Pablo García-Sánchez, Alberto Paolo Tonda, Giovanni Squillero, Antonio Mora García, Juan Julián Merelo Guervós
Evolutionary deckbuilding in hearthstone. CIG (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)
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)
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)
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 (2016)
Jany Belluz, Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
Operator Selection using Improved Dynamic Multi-Armed Bandit. GECCO (2015)
Thomas Chabin, Alberto Paolo Tonda, Evelyne Lutton
How to Mislead an Evolutionary Algorithm Using Global Sensitivity Analysis. Artificial Evolution (2015)
Thomas Chabin, Alberto Paolo Tonda, Evelyne Lutton
Is Global Sensitivity Analysis Useful to Evolutionary Computation? GECCO (Companion) (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)
Sébastien Gaucel, Maarten Keijzer, Evelyne Lutton, Alberto Paolo Tonda
Learning Dynamical Systems Using Standard Symbolic Regression. EuroGP (2014)
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)
Alberto Paolo Tonda, Evelyne Lutton, Giovanni Squillero, Pierre-Henri Wuillemin
A Memetic Approach to Bayesian Network Structure Learning. EvoApplications (2013)
Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda
An Evolutionary Framework for Routing Protocol Analysis in Wireless Sensor Networks. EvoApplications (2013)
Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
An efficient distance metric for linear genetic programming. GECCO (2013)
Marco Gaudesi, Andrea Marion, Tommaso Musner, Giovanni Squillero, Alberto Paolo Tonda
Evolutionary optimization of wetlands design. SAC (2013)
Alberto Paolo Tonda, Andre Suslik Spritzer, Evelyne Lutton
Balancing User Interaction and Control in BNSL. Artificial Evolution (2013)
Marco Gaudesi, Andrea Marion, Tommaso Musner, Giovanni Squillero, Alberto Paolo Tonda
An Evolutionary Approach to Wetlands Design. EvoBIO (2013)
Alberto Paolo Tonda, Evelyne Lutton, Giovanni Squillero
A benchmark for cooperative coevolution. Memetic Comput. 4 (4) (2012)
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)
Alberto Paolo Tonda, Evelyne Lutton, Romain Reuillon, Giovanni Squillero, Pierre-Henri Wuillemin
Bayesian Network Structure Learning from Limited Datasets through Graph Evolution. EuroGP (2012)
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) (2012)
Ernesto Sánchez, Matteo Sonza Reorda, Alberto Paolo Tonda
On the functional test of Branch Prediction Units based on Branch History Table. VLSI-SoC (2011)
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) (2011)
Alberto Paolo Tonda, Evelyne Lutton, Giovanni Squillero
Lamps: A Test Problem for Cooperative Coevolution. NICSO (2011)
Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
Post-silicon failing-test generation through evolutionary computation. VLSI-SoC (2011)
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) (2011)
Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
Evolutionary failing-test generation for modern microprocessors. GECCO (Companion) (2011)
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)
Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
Group evolution: Emerging synergy through a coordinated effort. IEEE Congress on Evolutionary Computation (2011)
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)
Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
Evolution of Test Programs Exploiting a FSM Processor Model. EvoApplications (2) (2011)
Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
Evolving Individual Behavior in a Multi-agent Traffic Simulator. EvoApplications (1) (2010)
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)
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)
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) (2010)
Sergio Gandini, Danilo Ravotto, Walter Ruzzarin, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
Automatic detection of software defects: an industrial experience. GECCO (2009)
Wilson J. Perez, 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)
Giovanni Squillero, Alberto Paolo Tonda
A novel methodology for diversity preservation in evolutionary algorithms. GECCO (Companion) (2008)