Alberto Tonda

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 32

Top Topics

Gene Expression Profiles

Cooperative Coevolution

Machine Learning

Evolutionary Algorithm

Top Venues

GECCO Companion

Publications

David Rojas-Velazquez, Sarah Kidwai, Luciënne de Vries, Péter Tözsér, Luis Oswaldo Valencia-Rosado, Johan Garssen, Alberto Tonda, Alejandro Lopez Rincon
Machine-Learning Analysis of mRNA: An Application to Inflammatory Bowel Disease. HSI (2024)
Giovanni Squillero, Alberto Tonda, Dimitri Masetta, Marco Sacchet
Byron: A Fuzzer for Turing-complete Test Programs. GECCO Companion (2024)
Dario Fenoglio, Gabriele Dominici, Pietro Barbiero, Alberto Tonda, Martin Gjoreski, Marc Langheinrich
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning. CoRR (2024)
Andrea Calabrese, Stefano Quer, Giovanni Squillero, Alberto Tonda
Towards an Evolutionary Approach for Exploting Core Knowledge in Artificial Intelligence. GECCO Companion (2024)
Mathilde Chen, David Makowski, Alberto Tonda
Multi-Objective Optimization for Large-scale Allocation of Soybean Crops. GECCO (2024)
Y. Dianey Rueda-Arango, David Rojas-Velazquez, Aleksandra V. Gorelova, Johan Garssen, Alberto Tonda, Alejandro Lopez Rincon
Image Generation with Interactive Evolutionary System using Bayesian Optimization. HSI (2024)
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) (2024)
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 (2023)
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 (2023)
Alberto Tonda, Isabelle Alvarez, Sophie Martin, Giovanni Squillero, Evelyne Lutton
Towards Evolutionary Control Laws for Viability Problems. GECCO (2023)
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)
Hengzhe Zhang, Qi Chen, Alberto Tonda, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning. EuroGP (2023)
Alejandro Lopez Rincon, David Rojas-Velazquez, Johan Garssen, Sander W. van der Laan, Daniel Oberski, Alberto Tonda
Bayesian Optimization for the Inverse Problem in Electrocardiography. SSCI (2023)
Giovanni Squillero, Alberto Tonda
Veni, Vidi, Evolvi commentary on W. B. Langdon's "Jaws 30". Genet. Program. Evolvable Mach. 24 (2) (2023)
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)
Soumita Das, Bijita Singha, Alberto Tonda, Anupam Biswas
Direct Comparative Analysis of Nature-inspired Optimization Algorithms on Community Detection Problem in Social Networks. CoRR (2022)
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)
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)
Eliana Giovannitti, Sayyid Shahab Nabavi, Giovanni Squillero, Alberto Tonda
A virtual sensor for backlash in robotic manipulators. J. Intell. Manuf. 33 (7) (2022)
Antonio M. Mora, Alberto Tonda, Antonio Fernández-Ares, Pablo García-Sánchez
Looking for archetypes: Applying game data mining to hearthstone decks. Entertain. Comput. 43 (2022)
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 (2022)
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)
Eliana Giovannitti, Sayyidshahab Nabavi, Giovanni Squillero, Alberto Tonda
Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots. CEC (2021)
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)
Pietro Barbiero, Giovanni Squillero, Alberto Tonda
Predictable Features Elimination: An Unsupervised Approach to Feature Selection. LOD (2021)
Giovanni Iacca, Kateryna Konotopska, Doina Bucur, Alberto Tonda
An evolutionary framework for maximizing influence propagation in social networks. Softw. Impacts 9 (2021)
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)
Giovanni Squillero, Alberto Tonda
Evolutionary algorithms and machine learning: Synergies, Challenges and Opportunities. GECCO Companion (2020)
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 (2020)
Alejandro Lopez Rincon, Aletta D. Kraneveld, Alberto Tonda
Batch correction of genomic data in chronic fatigue syndrome using CMA-ES. GECCO Companion (2020)
Alberto Tonda
Inspyred: Bio-inspired algorithms in Python. Genet. Program. Evolvable Mach. 21 (1-2) (2020)
Gabriele Ciravegna, Pietro Barbiero, Giansalvo Cirrincione, Giovanni Squillero, Alberto Tonda
Discovering Hierarchical Neural Archetype Sets. IIH-MSP (1) (2017)
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 (2013)
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)