Alberto Tonda - researchr alias

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Viewing Publication 1 - 29 from 29

2024

Methodology for biomarker discovery with reproducibility in microbiome data using machine learningDavid Rojas-Velazquez, Sarah Kidwai, Aletta D. Kraneveld, Alberto Tonda, Daniel L. Oberski, Johan Garssen, Alejandro Lopez Rincon. bmcbi, 25(1):26, December 2024. [doi]

2023

Interpretable Neural-Symbolic Concept ReasoningPietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra. icml 2023: 1801-1825 [doi]

Interpretable Neural-Symbolic Concept ReasoningPietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Liò, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra. nesy 2023: 422-423 [doi]

Bayesian Optimization for the Inverse Problem in ElectrocardiographyAlejandro Lopez Rincon, David Rojas-Velazquez, Johan Garssen, Sander W. Van der Laan, Daniel L. Oberski, Alberto Tonda. ssci 2023: 1593-1598 [doi]

Veni, Vidi, Evolvi commentary on W. B. Langdon's "Jaws 30"Giovanni Squillero, Alberto Tonda. gpem, 24(2):24, December 2023. [doi]

Towards Evolutionary Control Laws for Viability ProblemsAlberto Tonda, Isabelle Alvarez, Sophie Martin, Giovanni Squillero, Evelyne Lutton. gecco 2023: 1464-1472 [doi]

MAP-Elites with Cosine-Similarity for Evolutionary Ensemble LearningHengzhe Zhang, Qi Chen, Alberto Tonda, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang. eurogp 2023: 84-100 [doi]

2022

A virtual sensor for backlash in robotic manipulatorsEliana Giovannitti, Sayyid Shahab Nabavi, Giovanni Squillero, Alberto Tonda. jim, 33(7):1921-1937, 2022. [doi]

Fine-Grained Cooperative Coevolution in a Single Population: Between Evolution and Swarm IntelligenceEvelyne Lutton, Shatha F. Al-Maliki, Jean Louchet, Alberto Tonda, Franck Vidal 0001. ae 2023: 103-117 [doi]

Looking for archetypes: Applying game data mining to hearthstone decksAntonio M. Mora, Alberto Tonda, Antonio Fernández-Ares, Pablo García-Sánchez. entcom, 43:100498, 2022. [doi]

An evolutionary approach to the discretization of gene expression profiles to predict the severity of COVID-19Nisrine Mouhrim, Alberto Tonda, Itzel Rodríguez-Guerra, Aletta D. Kraneveld, Alejandro Lopez Rincon. gecco 2022: 731-734 [doi]

Towards multi-objective optimization of sustainable insect production chainsNisrine Mouhrim, Sergiy Smetana, Anita Bhatia, Alexander Mathys, Ashley Green, Daniela Peguero, Alberto Tonda. gecco 2022: 352-355 [doi]

A decision-support system to predict grape berry quality and wine potential for a Chenin vineyardNathalie Méjean Perrot, Alberto Tonda, Ilaria Brunetti, Hervé Guillemin, Bruno Perret, Etienne Goulet, Laurence Guerin, Daniel Picque. cea, 200:107167, 2022. [doi]

Computational Intelligence Techniques for Food and Health SciencesAlberto Tonda. 2022. [doi]

2021

Predictable Features Elimination: An Unsupervised Approach to Feature SelectionPietro Barbiero, Giovanni Squillero, Alberto Tonda. mod 2022: 399-412 [doi]

Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial RobotsEliana Giovannitti, Sayyidshahab Nabavi, Giovanni Squillero, Alberto Tonda. cec 2021: 1743-1750 [doi]

An evolutionary framework for maximizing influence propagation in social networksGiovanni Iacca, Kateryna Konotopska, Doina Bucur, Alberto Tonda. simpa, 9:100107, 2021. [doi]

Modelling Asthma Patients' Responsiveness to Treatment Using Feature Selection and Evolutionary ComputationAlejandro Lopez Rincon, Daphne S. Roozendaal, Hilde M. Spierenburg, Asta L. Holm, Renee Metcalf, Paula Perez-Pardo, Aletta D. Kraneveld, Alberto Tonda. evoW 2021: 359-372 [doi]

Design of specific primer sets for SARS-CoV-2 variants using evolutionary algorithmsAlejandro Lopez Rincon, Carmina A. Perez Romero, Lucero Mendoza Maldonado, Eric Claassen, Johan Garssen, Aletta D. Kraneveld, Alberto Tonda. gecco 2021: 982-990 [doi]

2020

Understanding Cancer Phenomenon at Gene Expression Level by using a Shallow Neural Network ChainPietro Barbiero, Andrea Bertotti, Gabriele Ciravegna, Giansalvo Cirrincione, Elio Piccolo, Alberto Tonda. In Anna Esposito, Marcos Faúndez-Zanuy, Francesco Carlo Morabito, Eros Pasero, editors, Neural Approaches to Dynamics of Signal Exchanges. Volume 151 of Smart Innovation, Systems and Technologies, pages 281-290, Springer, 2020. [doi]

Two complementary methods for the computational modeling of cleaning processes in food industryHannes Deponte, Alberto Tonda, Nathalie Gottschalk, Laurent Bouvier, Guillaume Delaplace, Wolfgang Augustin, Stephan Scholl. cce, 135:106733, 2020. [doi]

Batch correction of genomic data in chronic fatigue syndrome using CMA-ESAlejandro Lopez Rincon, Aletta D. Kraneveld, Alberto Tonda. gecco 2020: 277-278 [doi]

Evolutionary algorithms and machine learning: Synergies, Challenges and OpportunitiesGiovanni Squillero, Alberto Tonda. gecco 2020: 1190-1205 [doi]

Inspyred: Bio-inspired algorithms in PythonAlberto Tonda. gpem, 21(1):269-272, 2020. [doi]

2017

Discovering Hierarchical Neural Archetype SetsGabriele Ciravegna, Pietro Barbiero, Giansalvo Cirrincione, Giovanni Squillero, Alberto Tonda. iih-msp 2018: 255-267 [doi]

2013

Multi-objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity PredictionDavid Rojas-Velazquez, Alberto Tonda, Itzel Rodríguez-Guerra, Aletta D. Kraneveld, Alejandro Lopez Rincon. evoapps 2023: 703-717 [doi]

2011

Functional test generation for the pLRU replacement mechanism of embedded cache memoriesWilson J. Pérez H., Ernesto Sánchez 0001, Matteo Sonza Reorda, Alberto Tonda, Jaime Velasco-Medina. latw 2011: 1-6 [doi]

Study and development of new evolutionary algorithms applied to industrial applicationsAlberto Tonda. PhD thesis, Polytechnic University of Turin, Italy, 2011. [doi]

2010

Exploiting Evolution for an Adaptive Drift-Robust Classifier in Chemical SensingStefano Di Carlo, Matteo Falasconi, Ernesto SÃ¡nchez, Alberto Scionti, Giovanni Squillero, Alberto Tonda. evoW 2010: 412-421 [doi]

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