Alberto Tonda

52 papers A* 2A 3B 5C 3Journal 14Unranked 22
YearRankTypeTitle / Venue / Authors
2025 — conf
Balancing Metabolic Homeostasis and Enzyme Cost with Multi-Objective Evolutionary Algorithms.
GECCO Companion
Arthur Lequertier, Alberto Tonda, Wolfram Liebermeister
2025 — conf
Biomarker Modelling in Omics Technologies Using Symbolic Regression.
GECCO Companion
David Eduardo Rojas-Velazquez, Alberto Tonda, Alejandro Lopez Rincon
2025 — conf
Comparing Data Transformation Techniques for System Identification With Standard Symbolic Regression.
GECCO Companion
Alberto Tonda, Hengzhe Zhang, Qi Chen, Bing Xue, Mengjie Zhang, Evelyne Lutton
2025 B conf
Estimating the Learning Capacity of Bacterial Metabolic Networks.
IDA
Bastien Mollet, Paul Ahavi, Antoine Cornuéjols, Jean-Loup Faulon, Evelyne Lutton, Alberto Tonda
2025 — conf
Inferring Reaction Elasticities from Metabolic Correlations in Cells Through Multi-objective Evolutionary Optimization.
EvoApplications (2)
Arthur Lequertier, Wolfram Liebermeister, Alberto Tonda
2025 B conf
Micro-step Time-Series Regression: Insights from System Identification Using Symbolic Regression.
EuroGP
Hengzhe Zhang, Alberto Tonda, Qi Chen, Bing Xue, Evelyne Lutton, Mengjie Zhang
2025 — conf
Program Trace Optimization for Language Model Search: the Abstraction and Reasoning Corpus case.
GECCO Companion
Alberto Moraglio, Alberto Tonda
2025 J jnl
Review of PySR: high-performance symbolic regression in Python and Julia.
Genet. Program. Evolvable Mach.
Alberto Tonda
2025 — conf
When Data Transformations Mislead Symbolic Regression: Deceptive Search Spaces in System Identification.
GECCO Companion
Alberto Tonda, Hengzhe Zhang, Qi Chen, Bing Xue, Mengjie Zhang, Evelyne Lutton
2024 — conf
Byron: A Fuzzer for Turing-complete Test Programs.
GECCO Companion
Giovanni Squillero, Alberto Tonda, Dimitri Masetta, Marco Sacchet
2024 — conf
Categorical Foundation of Explainable AI: A Unifying Theory.
xAI (3)
Francesco Giannini, Stefano Fioravanti, Pietro Barbiero, Alberto Tonda, Pietro Liò, Elena Di Lavore
2024 — conf
Comparison of Machine Learning-Enhanced Dynamic Hybrid Models for a Nanobody Scorpion Antivenom Production with Escherichia Coli.
DCAI (1)
Irene Martínez-Menéndez, Juan C. Acosta-Pavas, David Camilo Corrales, Susana María Alonso Villela, Balkiss Bouhaouala-Zahar, Georgios K. Georgakilas, Konstantinos Mexis, Stefanos Xenios, Theodore Dalamagas, Antonis Kokosis, Michael O'donohue, Luc Fillaudeau, Nadia Boukhelifa, Alberto Tonda, César Arturo Aceves-Lara
2024 A* conf
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning.
NeurIPS
Dario Fenoglio, Gabriele Dominici, Pietro Barbiero, Alberto Tonda, Martin Gjoreski, Marc Langheinrich
2024 J jnl
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning.
CoRR
Dario Fenoglio, Gabriele Dominici, Pietro Barbiero, Alberto Tonda, Martin Gjoreski, Marc Langheinrich
2024 C conf
Image Generation with Interactive Evolutionary System using Bayesian Optimization.
HSI
Y. Dianey Rueda-Arango, David Rojas-Velazquez, Aleksandra V. Gorelova, Johan Garssen, Alberto Tonda, Alejandro Lopez Rincon
2024 C conf
Machine-Learning Analysis of mRNA: An Application to Inflammatory Bowel Disease.
HSI
David Rojas-Velazquez, Sarah Kidwai, Luciënne de Vries, Péter Tözsér, Luis Oswaldo Valencia-Rosado, Johan Garssen, Alberto Tonda, Alejandro Lopez Rincon
2024 J jnl
Methodology for biomarker discovery with reproducibility in microbiome data using machine learning.
BMC Bioinform.
David Rojas-Velazquez, Sarah Kidwai, Aletta D. Kraneveld, Alberto Tonda, Daniel L. Oberski, Johan Garssen, Alejandro Lopez Rincon
2024 A conf
Multi-Objective Optimization for Large-scale Allocation of Soybean Crops.
GECCO
Mathilde Chen, David Makowski, Alberto Tonda
2024 J jnl
Optimizing Hearthstone Agents using an Evolutionary Algorithm.
CoRR
Pablo García-Sánchez, Alberto Tonda, Antonio J. Fernández, Carlos Cotta
2024 — conf
Optimizing the Viability of Interacting Systems with Evolutionary Algorithms.
EA
Alice de Lapparent, Alberto Tonda, Rodolphe Sabatier, Evelyne Lutton, Isabelle Alvarez, Sophie Martin
2024 — conf
Symbolic Regression of Confidence Intervals for Conformal Prediction.
EA
Alberto Tonda, Alejandro Lopez Rincon, David Rojas-Velazquez, Evelyne Lutton
2024 — conf
Towards an Evolutionary Approach for Exploting Core Knowledge in Artificial Intelligence.
GECCO Companion
Andrea Calabrese, Stefano Quer, Giovanni Squillero, Alberto Tonda
2023 — conf
Bayesian Optimization for the Inverse Problem in Electrocardiography.
SSCI
Alejandro Lopez Rincon, David Rojas-Velazquez, Johan Garssen, Sander W. Van der Laan, Daniel L. Oberski, Alberto Tonda
2023 J jnl
Categorical Foundations of Explainable AI: A Unifying Formalism of Structures and Semantics.
CoRR
Pietro Barbiero, Stefano Fioravanti, Francesco Giannini, Alberto Tonda, Pietro Liò, Elena Di Lavore
2023 A* conf
Interpretable Neural-Symbolic Concept Reasoning.
ICML
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
2023 C conf
Interpretable Neural-Symbolic Concept Reasoning.
NeSy
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Liò, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
2023 J jnl
Interpretable Neural-Symbolic Concept Reasoning.
CoRR
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio', Frédéric Precioso, Mateja Jamnik, Giuseppe Marra
2023 B conf
MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning.
EuroGP
Hengzhe Zhang, Qi Chen, Alberto Tonda, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang
2023 — conf
Multi-objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction.
EvoApplications@EvoStar
David Rojas-Velazquez, Alberto Tonda, Itzel Rodríguez-Guerra, Aletta D. Kraneveld, Alejandro Lopez Rincon
2023 A conf
Towards Evolutionary Control Laws for Viability Problems.
GECCO
Alberto Tonda, Isabelle Alvarez, Sophie Martin, Giovanni Squillero, Evelyne Lutton
2023 J jnl
Veni, Vidi, Evolvi commentary on W. B. Langdon's "Jaws 30".
Genet. Program. Evolvable Mach.
Giovanni Squillero, Alberto Tonda
2022 J jnl
A decision-support system to predict grape berry quality and wine potential for a Chenin vineyard.
Comput. Electron. Agric.
Nathalie Méjean Perrot, Alberto Tonda, Ilaria Brunetti, Hervé Guillemin, Bruno Perret, Etienne Goulet, Laurence Guerin, Daniel Picque
2022 J jnl
A virtual sensor for backlash in robotic manipulators.
J. Intell. Manuf.
Eliana Giovannitti, Sayyid Shahab Nabavi, Giovanni Squillero, Alberto Tonda
2022 — conf
An evolutionary approach to the discretization of gene expression profiles to predict the severity of COVID-19.
GECCO Companion
Nisrine Mouhrim, Alberto Tonda, Itzel Rodríguez-Guerra, Aletta D. Kraneveld, Alejandro Lopez Rincon
2022 — book
Computational Intelligence Techniques for Food and Health Sciences.
Alberto Tonda
2022 J jnl
Direct Comparative Analysis of Nature-inspired Optimization Algorithms on Community Detection Problem in Social Networks.
CoRR
Soumita Das, Bijita Singha, Alberto Tonda, Anupam Biswas
2022 — conf
Fine-Grained Cooperative Coevolution in a Single Population: Between Evolution and Swarm Intelligence.
EA
Evelyne Lutton, Shatha F. Al-Maliki, Jean Louchet, Alberto Tonda, Franck Vidal
2022 J jnl
Looking for archetypes: Applying game data mining to hearthstone decks.
Entertain. Comput.
Antonio M. Mora, Alberto Tonda, Antonio Fernández-Ares, Pablo García-Sánchez
2022 — conf
Towards multi-objective optimization of sustainable insect production chains.
GECCO Companion
Nisrine Mouhrim, Sergiy Smetana, Anita Bhatia, Alexander Mathys, Ashley Green, Daniela Peguero, Alberto Tonda
2021 J jnl
An evolutionary framework for maximizing influence propagation in social networks.
Softw. Impacts
Giovanni Iacca, Kateryna Konotopska, Doina Bucur, Alberto Tonda
2021 A conf
Design of specific primer sets for SARS-CoV-2 variants using evolutionary algorithms.
GECCO
Alejandro Lopez Rincon, Carmina A. Perez Romero, Lucero Mendoza Maldonado, Eric Claassen, Johan Garssen, Aletta D. Kraneveld, Alberto Tonda
2021 B conf
Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots.
CEC
Eliana Giovannitti, Sayyid Shahab Nabavi, Giovanni Squillero, Alberto Tonda
2021 B conf
Modelling Asthma Patients' Responsiveness to Treatment Using Feature Selection and Evolutionary Computation.
EvoApplications
Alejandro Lopez Rincon, Daphne S. Roozendaal, Hilde M. Spierenburg, Asta L. Holm, Renee Metcalf, Paula Perez-Pardo, Aletta D. Kraneveld, Alberto Tonda
2021 — conf
Predictable Features Elimination: An Unsupervised Approach to Feature Selection.
LOD
Pietro Barbiero, Giovanni Squillero, Alberto Tonda
2020 — conf
Batch correction of genomic data in chronic fatigue syndrome using CMA-ES.
GECCO Companion
Alejandro Lopez Rincon, Aletta D. Kraneveld, Alberto Tonda
2020 — conf
Evolutionary algorithms and machine learning: Synergies, Challenges and Opportunities.
GECCO Companion
Giovanni Squillero, Alberto Tonda
2020 J jnl
Inspyred: Bio-inspired algorithms in Python.
Genet. Program. Evolvable Mach.
Alberto Tonda
2020 J jnl
Two complementary methods for the computational modeling of cleaning processes in food industry.
Comput. Chem. Eng.
Hannes Deponte, Alberto Tonda, Nathalie Gottschalk, Laurent Bouvier, Guillaume Delaplace, Wolfgang Augustin, Stephan Scholl
2020 — ch.
Understanding Cancer Phenomenon at Gene Expression Level by using a Shallow Neural Network Chain.
Neural Approaches to Dynamics of Signal Exchanges
Pietro Barbiero, Andrea Bertotti, Gabriele Ciravegna, Giansalvo Cirrincione, Elio Piccolo, Alberto Tonda
2017 — conf
Discovering Hierarchical Neural Archetype Sets.
IIH-MSP (1)
Gabriele Ciravegna, Pietro Barbiero, Giansalvo Cirrincione, Giovanni Squillero, Alberto Tonda
2011 — conf
Functional test generation for the pLRU replacement mechanism of embedded cache memories.
LATW
Wilson J. Pérez H., Ernesto Sánchez, Matteo Sonza Reorda, Alberto Tonda, Jaime Velasco-Medina
2011 — —
Study and development of new evolutionary algorithms applied to industrial applications.
Alberto Tonda