Alberto Paolo Tonda

75 papers A 7B 9C 2Misc 2Journal 21Unranked 32

Year	Rank	Type	Title / Venue / Authors
2020	J	`jnl`	Modeling Generalization in Machine Learning: A Methodological and Computational Study. CoRR Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda
2020	J	`jnl`	Optimizing Hearthstone agents using an evolutionary algorithm. Knowl. Based Syst. Pablo García-Sánchez, Alberto Paolo Tonda, Antonio José Fernández Leiva, Carlos Cotta
2020	J	`jnl`	Uncovering Coresets for Classification With Multi-Objective Evolutionary Algorithms. CoRR Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda
2019	—	`conf`	A Novel Outlook on Feature Selection as a Multi-objective Problem. EA Pietro Barbiero, Evelyne Lutton, Giovanni Squillero, Alberto Paolo Tonda
2019	J	`jnl`	Automatic discovery of 100-miRNA signature for cancer classification using ensemble feature selection. BMC Bioinform. Alejandro Lopez Rincon, Marlet Martínez-Archundia, Gustavo U. Martinez-Ruiz, Alexander Schönhuth, Alberto Paolo Tonda
2019	—	`conf`	Beyond coreset discovery: evolutionary archetypes. GECCO (Companion) Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda
2019	—	`conf`	Evolutionary discovery of coresets for classification. GECCO (Companion) Pietro Barbiero, Giovanni Squillero, Alberto Paolo Tonda
2019	B	`conf`	Fundamental Flowers: Evolutionary Discovery of Coresets for Classification. EvoApplications Pietro Barbiero, Alberto Paolo Tonda
2019	—	`conf`	Virtual Measurement of the Backlash Gap in Industrial Manipulators. SEMCCO/FANCCO Eliana Giovannitti, Giovanni Squillero, Alberto Paolo Tonda
2018	J	`jnl`	Automated playtesting in collectible card games using evolutionary algorithms: A case study in hearthstone. Knowl. Based Syst. Pablo García-Sánchez, Alberto Paolo Tonda, Antonio Mora García, Giovanni Squillero, Juan Julián Merelo Guervós
2018	J	`jnl`	Countering Android Malware: A Scalable Semi-Supervised Approach for Family-Signature Generation. IEEE Access Andrea S. Atzeni, Fernando Diaz, Andrea Marcelli, Antonio Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2018	—	`conf`	Evaluating surrogate models for multi-objective influence maximization in social networks. GECCO (Companion) Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda
2018	J	`jnl`	Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification. Appl. Soft Comput. Alejandro Lopez Rincon, Alberto Paolo Tonda, Mohamed Elati, Olivier Schwander, Benjamin Piwowarski, Patrick Gallinari
2018	B	`conf`	Improving Multi-objective Evolutionary Influence Maximization in Social Networks. EvoApplications Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda
2018	—	`ch.`	Interactive Machine Learning for Applications in Food Science. Human and Machine Learning Alberto Paolo Tonda, Nadia Boukhelifa, Thomas Chabin, Marc Barnabé, Benoît Génot, Evelyne Lutton, Nathalie Perrot
2018	J	`jnl`	Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms. CoRR Doina Bucur, Giovanni Iacca, Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
2018	—	`conf`	Promoting diversity in evolutionary optimization: why and how. GECCO (Companion) Giovanni Squillero, Alberto Paolo Tonda
2018	J	`jnl`	VALIS: an evolutionary classification algorithm. Genet. Program. Evolvable Mach. Peter Karpov, Giovanni Squillero, Alberto Paolo Tonda
2018	—	`conf`	Workshops at PPSN 2018. PPSN (2) 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
2017	J	`jnl`	(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. Giovanni Squillero, Alberto Paolo Tonda
2017	—	`conf`	Interactive evolutionary modelling of living complex food systems: freeze-drying of lactic acid bacteria. GECCO (Companion) Thomas Chabin, Marc Barnabé, Nadia Boukhelifa, Fernanda Fonseca, Alberto Paolo Tonda, Hélène Velly, Nathalie Perrot, Evelyne Lutton
2017	—	`conf`	LIDeOGraM: An Interactive Evolutionary Modelling Tool. Artificial Evolution Thomas Chabin, Marc Barnabé, Nadia Boukhelifa, Fernanda Fonseca, Alberto Paolo Tonda, Hélène Velly, Benjamin Lemaitre, Nathalie Perrot, Evelyne Lutton
2017	—	`conf`	Multi-objective Evolutionary Algorithms for Influence Maximization in Social Networks. EvoApplications (1) Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Paolo Tonda
2016	A	`conf`	A General-Purpose Framework for Genetic Improvement. PPSN Francesco Marino, Giovanni Squillero, Alberto Paolo Tonda
2016	J	`jnl`	Anatomy of a portfolio optimizer under a limited budget constraint. Evol. Intell. Igor Deplano, Giovanni Squillero, Alberto Paolo Tonda
2016	—	`conf`	Challenging Anti-virus Through Evolutionary Malware Obfuscation. EvoApplications (2) Marco Gaudesi, Andrea Marcelli, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2016	J	`jnl`	Divergence of character and premature convergence: A survey of methodologies for promoting diversity in evolutionary optimization. Inf. Sci. Giovanni Squillero, Alberto Paolo Tonda
2016	—	`conf`	Evolutionary deckbuilding in hearthstone. CIG Pablo García-Sánchez, Alberto Paolo Tonda, Giovanni Squillero, Antonio Mora García, Juan Julián Merelo Guervós
2016	J	`jnl`	Exploiting Evolutionary Modeling to Prevail in Iterated Prisoner's Dilemma Tournaments. IEEE Trans. Comput. Intell. AI Games Marco Gaudesi, Elio Piccolo, Giovanni Squillero, Alberto Paolo Tonda
2016	—	`conf`	MPDEA 2016 Chairs' Welcome & Organization. GECCO (Companion) Giovanni Squillero, Alberto Paolo Tonda
2016	J	`jnl`	Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms. Appl. Soft Comput. Doina Bucur, Giovanni Iacca, Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
2016	—	`conf`	Portfolio Optimization, a Decision-Support Methodology for Small Budgets. EvoApplications (1) Igor Deplano, Giovanni Squillero, Alberto Paolo Tonda
2016	—	`conf`	Promoting Diversity in Evolutionary Algorithms: an Updated Bibliography. GECCO (Companion) Giovanni Squillero, Alberto Paolo Tonda
2016	J	`jnl`	The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments. Trans. Comput. Collect. Intell. 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
2016	A	`conf`	Tutorials at PPSN 2016. PPSN 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
2015	B	`conf`	Black Holes and Revelations: Using Evolutionary Algorithms to Uncover Vulnerabilities in Disruption-Tolerant Networks. EvoApplications Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda
2015	—	`conf`	How to Mislead an Evolutionary Algorithm Using Global Sensitivity Analysis. Artificial Evolution Thomas Chabin, Alberto Paolo Tonda, Evelyne Lutton
2015	—	`conf`	Is Global Sensitivity Analysis Useful to Evolutionary Computation? GECCO (Companion) Thomas Chabin, Alberto Paolo Tonda, Evelyne Lutton
2015	—	`conf`	Malware Obfuscation through Evolutionary Packers. GECCO (Companion) Marco Gaudesi, Andrea Marcelli, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2015	A	`conf`	Operator Selection using Improved Dynamic Multi-Armed Bandit. GECCO Jany Belluz, Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
2015	—	`conf`	Towards automatic StarCraft strategy generation using genetic programming. CIG Pablo García-Sánchez, Alberto Paolo Tonda, Antonio Miguel Mora, Giovanni Squillero, Juan Julián Merelo Guervós
2014	B	`conf`	Learning Dynamical Systems Using Standard Symbolic Regression. EuroGP Sébastien Gaucel, Maarten Keijzer, Evelyne Lutton, Alberto Paolo Tonda
2014	B	`conf`	TURAN: Evolving non-deterministic players for the iterated prisoner's dilemma. IEEE Congress on Evolutionary Computation Marco Gaudesi, Elio Piccolo, Giovanni Squillero, Alberto Paolo Tonda
2014	J	`jnl`	The impact of topology on energy consumption for collection tree protocols: An experimental assessment through evolutionary computation. Appl. Soft Comput. Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda
2014	A	`conf`	The tradeoffs between data delivery ratio and energy costs in wireless sensor networks: a multi-objectiveevolutionary framework for protocol analysis. GECCO Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda
2014	Misc	`conf`	Towards automated malware creation: code generation and code integration. SAC Andrea Cani, Marco Gaudesi, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2014	—	`conf`	Universal information distance for genetic programming. GECCO (Companion) Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
2013	B	`conf`	A Memetic Approach to Bayesian Network Structure Learning. EvoApplications Alberto Paolo Tonda, Evelyne Lutton, Giovanni Squillero, Pierre-Henri Wuillemin
2013	—	`conf`	An Evolutionary Approach to Wetlands Design. EvoBIO Marco Gaudesi, Andrea Marion, Tommaso Musner, Giovanni Squillero, Alberto Paolo Tonda
2013	B	`conf`	An Evolutionary Framework for Routing Protocol Analysis in Wireless Sensor Networks. EvoApplications Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Paolo Tonda
2013	A	`conf`	An efficient distance metric for linear genetic programming. GECCO Marco Gaudesi, Giovanni Squillero, Alberto Paolo Tonda
2013	—	`conf`	Balancing User Interaction and Control in BNSL. Artificial Evolution Alberto Paolo Tonda, Andre Suslik Spritzer, Evelyne Lutton
2013	Misc	`conf`	Evolutionary optimization of wetlands design. SAC Marco Gaudesi, Andrea Marion, Tommaso Musner, Giovanni Squillero, Alberto Paolo Tonda
2012	J	`jnl`	A benchmark for cooperative coevolution. Memetic Comput. Alberto Paolo Tonda, Evelyne Lutton, Giovanni Squillero
2012	—	`conf`	Automatic Generation of On-Line Test Programs through a Cooperation Scheme. MTV Lyl M. Ciganda, Marco Gaudesi, Evelyne Lutton, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2012	B	`conf`	Bayesian Network Structure Learning from Limited Datasets through Graph Evolution. EuroGP Alberto Paolo Tonda, Evelyne Lutton, Romain Reuillon, Giovanni Squillero, Pierre-Henri Wuillemin
2012	—	`book`	Industrial Applications of Evolutionary Algorithms Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2012	J	`jnl`	Software-Based Testing for System Peripherals. J. Electron. Test. Michelangelo Grosso, Wilson-Javier Pérez-Holguín, Ernesto Sánchez, Matteo Sonza Reorda, Alberto Paolo Tonda, Jaime Velasco-Medina
2011	—	`conf`	Automatic Generation of Software-based Functional Failing Test for Speed Debug and On-silicon Timing Verification. MTV Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2011	—	`conf`	Evolution of Test Programs Exploiting a FSM Processor Model. EvoApplications (2) Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2011	—	`conf`	Evolutionary failing-test generation for modern microprocessors. GECCO (Companion) Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2011	J	`jnl`	Functional Verification of DMA Controllers. J. Electron. Test. Michelangelo Grosso, Wilson-Javier Pérez-Holguín, Danilo Ravotto, Ernesto Sánchez, Matteo Sonza Reorda, Alberto Paolo Tonda, Jaime Velasco-Medina
2011	B	`conf`	Group evolution: Emerging synergy through a coordinated effort. IEEE Congress on Evolutionary Computation Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2011	J	`jnl`	Increasing pattern recognition accuracy for chemical sensing by evolutionary based drift compensation. Pattern Recognit. Lett. Stefano Di Carlo, Matteo Falasconi, Ernesto Sánchez, Alberto Scionti, Giovanni Squillero, Alberto Paolo Tonda
2011	—	`conf`	Lamps: A Test Problem for Cooperative Coevolution. NICSO Alberto Paolo Tonda, Evelyne Lutton, Giovanni Squillero
2011	—	`conf`	On the Functional Test of Branch Prediction Units Based on the Branch History Table Architecture. VLSI-SoC (Selected Papers) Ernesto Sánchez, Matteo Sonza Reorda, Alberto Paolo Tonda
2011	C	`conf`	On the functional test of Branch Prediction Units based on Branch History Table. VLSI-SoC Ernesto Sánchez, Matteo Sonza Reorda, Alberto Paolo Tonda
2011	C	`conf`	Post-silicon failing-test generation through evolutionary computation. VLSI-SoC Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2010	J	`jnl`	A Framework for Automated Detection of Power-related Software Errors in Industrial Verification Processes. J. Electron. Test. Stefano Gandini, Walter Ruzzarin, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2010	—	`conf`	Evolving Individual Behavior in a Multi-agent Traffic Simulator. EvoApplications (1) Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2010	—	`conf`	Exploiting Evolution for an Adaptive Drift-Robust Classifier in Chemical Sensing. EvoApplications (1) Stefano Di Carlo, Matteo Falasconi, Ernesto Sánchez, Alberto Scionti, Giovanni Squillero, Alberto Paolo Tonda
2010	A	`conf`	Towards drift correction in chemical sensors using an evolutionary strategy. GECCO Stefano Di Carlo, Ernesto Sánchez, Alberto Scionti, Giovanni Squillero, Alberto Paolo Tonda, Matteo Falasconi
2009	A	`conf`	Automatic detection of software defects: an industrial experience. GECCO Sergio Gandini, Danilo Ravotto, Walter Ruzzarin, Ernesto Sánchez, Giovanni Squillero, Alberto Paolo Tonda
2009	—	`conf`	On the Generation of Functional Test Programs for the Cache Replacement Logic. Asian Test Symposium Wilson J. Pérez H., Danilo Ravotto, Edgar E. Sánchez, Matteo Sonza Reorda, Alberto Paolo Tonda
2008	—	`conf`	A novel methodology for diversity preservation in evolutionary algorithms. GECCO (Companion) Giovanni Squillero, Alberto Paolo Tonda