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Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification

 Alejandro Lopez-Rincon , Alberto Tonda , Mohamed Elati , Olivier Schwander , Benjamin Piwowarski , et al.
Applied Soft Computing, 2018, 65, pp.91 - 100. ⟨10.1016/j.asoc.2017.12.036⟩
Article dans une revue hal-01700622v1

Evolutionary discovery of coresets for classification

 Pietro Barbiero , Giovanni Squillero , Alberto Tonda
the Genetic and Evolutionary Computation Conference Companion, Jul 2019, Prague, France. pp.1747-1754, ⟨10.1145/3319619.3326846⟩
Communication dans un congrès hal-02481589v1

Divergence of character and premature convergence: a survey of methodologies for promoting diversity in evolutionary optimization

 Giovanni Squillero , Alberto Tonda
Information Sciences, 2016, 329, pp.782-799. ⟨10.1016/j.ins.2015.09.056⟩
Article dans une revue hal-01531616v1

Automatic detection of software defects: an Industrial Experience

 Sergio Gandini , Danilo Ravotto , Walter Ruzzarin , Ernesto Sanchez , Giovanni Squillero , et al.
the 11th Annual conference, Jul 2009, Montreal, France. pp.1921, ⟨10.1145/1569901.1570238⟩
Communication dans un congrès hal-02481987v1

FoodMC: a COST Action to Promote Modeling in Food Science and Industry

 Alberto Tonda
Proceedings of the IOBC conference on Integrated Protection of Stored Products, 2017, Ljubljana, Slovenia
Communication dans un congrès hal-02482089v1

Evolution of test programs exploiting a FSM processor model

 Ernesto Sanchez , Giovanni Squillero , Alberto Tonda
Applications of Evolutionary Computation, 6625, Springer Science + Business Media B.V., 2011, Lecture Notes in Computer Science, 978-3-642-20519-4. ⟨10.1007/978-3-642-20520-0_17⟩
Chapitre d'ouvrage istex hal-01374167v1

Promoting diversity in evolutionary algorithms: an updated bibliography

 Giovanni Squillero , Alberto Tonda
Genetic and Evolutionary Computation Conference (GECCO), Jul 2016, Denver, United States. 2 p., ⟨10.1145/2908961.2931651⟩
Communication dans un congrès hal-01531706v1

How to mislead an evolutionary algorithm using global sensitivity analysis

 Thomas Chabin , Alberto Tonda , Evelyne Lutton
12. International Conference, Evolution Artificielle, Oct 2015, Lyon, France. ⟨10.1007/978-3-319-31471-6_4⟩
Communication dans un congrès hal-01365972v1
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Veni, Vidi, Evolvi commentary on W. B. Langdon’s “Jaws 30”

 Giovanni Squillero , Alberto Tonda
Genetic Programming and Evolvable Machines, 2023, 24 (2), pp.24. ⟨10.1007/s10710-023-09472-0⟩
Article dans une revue hal-04307703v1
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Modelling Processes and Products in the Cereal Chain

 Otilia Carvalho , Maria Charalambides , Ilija Djekić , Christos Athanassiou , Serafim Bakalis , et al.
Foods, 2021, 10 (1), pp.82. ⟨10.3390/foods10010082⟩
Article dans une revue hal-03149019v1
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A benchmark for cooperative coevolution

 Alberto Tonda , Evelyne Lutton , Giovanni Squillero
Memetic Computing, 2012, 4 (4), pp.263-277. ⟨10.1007/s12293-012-0095-x⟩
Article dans une revue hal-00758187v1

A semi-automatic modelling approach for the production and freeze drying of lactic acid bacteria

 Thomas Chabin , Marc Barnabe , Alberto Tonda , Nadia Boukhelifa , Fernanda Fonseca , et al.
10. International Conference on Simulation and Modelling in the Food and Bio-Industry, FOODSIM 2018. Eurosis, 2018., Apr 2018, Ghent, Belgium
Communication dans un congrès hal-02266291v1

LIDeOGraM: an interactive evolutionary modelling tool

 Thomas Chabin , Marc Barnabe , Nadia Boukhelifa , Fernanda Fonseca , Alberto Tonda , et al.
13. Biennial International Conference on Artificial Evolution (EA), 2018, CHAM, Switzerland. pp.13, ⟨10.1007/978-3-319-78133-4_14⟩
Communication dans un congrès hal-02736924v1
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Computational Intelligence Techniques for Food and Health Sciences

 Alberto Tonda
Computer Science [cs]. Université Paris-Saclay, 2022
HDR tel-04442176v2
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Environmental impact potential of insect production chains for food and feed in Europe

 Sergiy Smetana , Anita Bhatia , Uday Batta , Nisrine Mouhrim , Alberto Tonda
Animal Frontiers, 2023, 13 (4), pp.112 - 120. ⟨10.1093/af/vfad033⟩
Article dans une revue hal-04228910v1
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Interactive evolutionary modelling of living complex food systems

 Thomas Chabin , Marc Barnabe , Nadia Boukhelifa , Fernanda Fonseca , Alberto Tonda , et al.
Genetic and Evolutionary Computation Conference GECCO' 17, Jul 2017, Berlin, Germany. ⟨10.1145/3067695.3075992⟩
Communication dans un congrès hal-01607872v1

Operator Selection using Improved Dynamic Multi-Armed Bandit

 Jany Belluz , Marco Gaudesi , Giovanni Squillero , Alberto Tonda
17. Genetic and Evolutionary Computation Conference (GECCO), Jul 2015, Madrid, Spain. pp.7, ⟨10.1145/2739480.2754712⟩
Communication dans un congrès hal-01536526v1

Anatomy of a portfolio optimizer under a limited budget constraint

 Igor Deplano , Giovanni Squillero , Alberto Tonda
Evolutionary Intelligence, 2016, 9 (4), pp.1-12. ⟨10.1007/s12065-016-0144-3⟩
Article dans une revue hal-01365963v1
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On the Functional Test of Branch Prediction Units Based on the Branch History Table Architecture

 Ernesto Sanchez , Matteo Sonza Reorda , Alberto Tonda
19th International Conference on Very Large Scale Integration (VLSISOC), Oct 2011, Hong Kong, China. pp.110-123, ⟨10.1007/978-3-642-32770-4_7⟩
Communication dans un congrès hal-01365976v1

A novel methodology for diversity preservation in evolutionary algorithms

 Giovanni Squillero , Alberto Tonda
10. Annual Conference Companion on Genetic and Evolutionary Computation GECCO'8, Jul 2008, Atlanta, United States. ⟨10.1145/1388969.1389049⟩
Communication dans un congrès hal-01373528v1

Optimizing Hearthstone agents using an evolutionary algorithm

 Pablo Garcia-Sanchez , Alberto Tonda , Antonio Fernández-Leiva , Carlos Cotta
Knowledge-Based Systems, 2020, 188, pp.105032. ⟨10.1016/j.knosys.2019.105032⟩
Article dans une revue hal-02481567v1

Malware obfuscation through evolutionary packers

 Marco Gaudesi , Andrea Marcelli , Ernesto Sanchez , Giovanni Squillero , Alberto Tonda
17. Genetic and Evolutionary Computation Conference (GECCO), Jul 2015, Madrid, Spain. ⟨10.1145/2739482.2764940⟩
Communication dans un congrès hal-01366581v1

A general-purpose framework for genetic improvement

 Francesco Marino , Giovanni Squillero , Alberto Tonda
14. International Conference PPSN, Sep 2016, Edimbourg, United Kingdom. ⟨10.1007/978-3-319-45823-6_32⟩
Communication dans un congrès hal-01365966v1
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Fine-Grained Cooperative Coevolution in a Single Population: Between Evolution and Swarm Intelligence

 Evelyne Lutton , Shatha F. Al-Maliki , Jean Louchet , Alberto Tonda , Franck Vidal
Artificial Evolution, Oct 2022, Exeter (England), United Kingdom. ⟨10.1007/978-3-031-42616-2_8⟩
Communication dans un congrès hal-04245024v1

Interactive machine learning for applications in food Science

 Alberto Tonda , Nadia Boukhelifa , Thomas Chabin , Marc Barnabe , Benoit Génot , et al.
Human and Machine Learning, SPRINGER, pp.19, 2018, Human-Computer Interaction Series, 978-3-319-90403-0; 978-3-319-90402-3. ⟨10.1007/978-3-319-90403-0_22⟩
Chapitre d'ouvrage hal-02791245v1
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Machine Learning-Based Ensemble Recursive Feature Selection of Circulating miRNAs for Cancer Tumor Classification

 Alejandro Lopez-Rincon , Lucero Mendoza-Maldonado , Marlet Martinez-Archundia , Alexander Schönhuth , Aletta Kraneveld , et al.
Cancers, 2020, 12 (7), pp.1785. ⟨10.3390/cancers12071785⟩
Article dans une revue hal-03122107v1

Modeling competition phenomena in a dairy oil-in-water emulsion using hybrid kinetic Monte Carlo simulations (présentation orale)

 Etienne Descamps , Alberto Tonda , Sebastien Gaucel , Ioan Cristian Tréléa , Evelyne Luttton , et al.
DOF - 6th International symposium on Delivery of Functionality in Complex Food Systems, 2015, Paris, France
Communication dans un congrès hal-01598165v1
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Object Representations and Their Relation to Negative Shapes : Implications for Numerical Cognition and its Apparent Evolution

 Johan Rooryck , Alberto Tonda , Jairo Saw , Pierre Pica
CogEvo, Rovereto Workshop on Cognition and Evolution, Jul 2019, Rovereto, Italy.
Poster de conférence halshs-02424894v1
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An Intercontinental Machine Learning Analysis of Factors Explaining Consumer Awareness of Food Risk

 Alberto Tonda , Christian Reynolds , Rallou Thomopoulos
Future Foods, 2023, 7, pp.100233. ⟨10.1016/j.fufo.2023.100233⟩
Article dans une revue hal-04140336v1
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A decision-support system to predict grape berry quality and wine potential for a Chenin vineyard

 Nathalie Mejean-Perrot , Alberto Tonda , Ilaria Brunetti , Hervé Guillemin , Bruno Perret , et al.
Computers and Electronics in Agriculture, 2022, 200, pp.107167. ⟨10.1016/j.compag.2022.107167⟩
Article dans une revue hal-03815449v1
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