Publications HAL 🗂️ Type de document Type de document Article dans une revue (54) Article de blog scientifique (0) Autre publication scientifique (2) Autre rapport, séminaire, workshop (0) Brevet (0) Carte (0) Chapitre d'ouvrage (18) Chapitre de rapport (0) Communication dans un congrès (89) Cours (0) Document associé à des manifestations scientifiques (0) HDR (1) Image (0) Logiciel (0) Mémoire d'étudiant (0) Note de lecture (0) Notes de synthèse (0) Notice d’encyclopédie ou de dictionnaire (0) N°spécial de revue/special issue (0) Ouvrages (3) Poster de conférence (10) Proceedings/Recueil des communications (0) Pré-publication, Document de travail (1) Rapport (0) Rapport d'activité (0) Son (0) Thèse (0) Thèse d'établissement (0) Traduction (0) Vidéo (0) typdoc_MEMLIC (0) 📅 Année de publication Année de publication 2026 (1) 2025 (11) 2024 (4) 2023 (24) 2022 (12) 2021 (9) 2020 (13) 2019 (17) 2018 (14) 2017 (9) 2016 (18) 2015 (9) 2014 (6) 2013 (7) 2012 (4) 2011 (13) 2010 (4) 2009 (2) 2008 (1) 2007 (0) 2006 (0) 2005 (0) 2004 (0) 2003 (0) 2002 (0) 2001 (0) 2000 (0) 1999 (0) 1998 (0) 1997 (0) 1996 (0) 1995 (0) 1994 (0) 1993 (0) 1992 (0) 1991 (0) 1990 (0) 1989 (0) 1988 (0) 1987 (0) 1986 (0) 1985 (0) 1984 (0) 1983 (0) 1982 (0) 1981 (0) 1980 (0) 1979 (0) 1978 (0) 1977 (0) 1976 (0) 1975 (0) 1974 (0) 1973 (0) 1972 (0) 1971 (0) 1970 (0) 1969 (0) 1968 (0) 1967 (0) 1966 (0) 1965 (0) 1964 (0) 1963 (0) 1962 (0) 1961 (0) 1960 (0) 1959 (0) 1958 (0) 1957 (0) 1956 (0) 1955 (0) 1954 (0) 1953 (0) 1952 (0) Format d'export BibTeXXMLJSONEndNote Télécharger Total : 178 publications2026Article dans une revue Optimizing the Viability of Interacting Systems with Evolutionary Algorithms Alice de Lapparent, Alberto Tonda, Rodolphe Sabatier, Evelyne Lutton, Isabelle Alvarez, Sophie Martin Viability theory studies the behavior of dynamical systems, with the aim of keeping them viable, or in other terms, keep their trajectories within des... hal-05403873 📚 Exporter : BibTeX | EndNote | DC 2025Communication dans un congrès Development of a surrogate model to improve the design of vertical flow wetlands Bernhard Pucher, Alba Canet-Marti, Nicolas Forquet, Flora Girard, Alberto Tonda, Günter Langergraber hal-05624660 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC The Use of ELAN GIS-Integrated Tool for Exploring Decentralized Wastewater Management by Treatment Wetlands Zoé Legeai, Pascal Molle, Alberto Tonda, Nicolas Forquet hal-05264641 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Estimating the Learning Capacity of Bacterial Metabolic Networks Bastien Mollet, Paul Ahavi, Antoine Cornuéjols, Jean-Loup Faulon, Evelyne Lutton, Alberto Tonda Biocomputing has emerged as a promising field with the potential for energy-efficient computation, but standardized methods to evaluate living systems... hal-05427376 📚 Exporter : BibTeX | EndNote | DC Poster de conférence Balancing Metabolic Homeostasis and Enzyme Cost with Multi-Objective Evolutionary Algorithms Arthur Lequertier, Wolfram Liebermeister, Alberto Tonda The metabolic fluxes in cells are regulated by metabolites that bind to enzymes and modulate their activities. Metabolites can stabilize their own con... hal-05195025 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Inferring Reaction Elasticities from Metabolic Correlations in Cells through Multi-objective Evolutionary Optimization Arthur Lequertier, Wolfram Liebermeister, Alberto Tonda Parameter fitting in metabolic models can be challenging because experimental data are often noisy and sparse. In Bayesian estimation, prior knowledge... hal-05085279 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Autre publication scientifique Balancing Metabolic Homeostasis and Enzyme Cost with Multi-Objective Evolutionary Algorithms Arthur Lequertier, Alberto Tonda, Wolfram Liebermeister The metabolic fluxes in cells are regulated by metabolites that bind to enzymes and modulate their activities. Metabolites can stabilize their own con... hal-05220393 📚 Exporter : BibTeX | EndNote | DC Inferring Reaction Elasticities from Metabolic Correlations in Cells Through Multi-objective Evolutionary Optimization Arthur Lequertier, Wolfram Liebermeister, Alberto Tonda Parameter fitting in metabolic models can be challenging because experimental data are often noisy and sparse. In Bayesian estimation, prior knowledge... hal-05056748 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Article dans une revue Regression-based design optimization of French treatment wetlands Zoé Legeai, Pascal Molle, Alberto Tonda, Nicolas Forquet This study presents a novel approach for the automatic optimization of sizing French vertical flow wetlands, a widely used solution in wastewater trea... hal-05226448 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Comparison of Machine Learning-Enhanced Dynamic Hybrid Models for a Nanobody Scorpion Antivenom Production with Escherichia Coli Irene Martínez-Menéndez, Juan Acosta-Pavas, David Camilo Corrales, Susana María Alonso Villela, Balkiss Bouhaouala-Zahar, Georgios Georgakilas, Konstantinos Mexis, Stefanos Xenios, Theodore Dalamagas, Antonis Kokosis, Michael O’donohue, Luc Fillaudeau, Nadia Boukhelifa, Alberto Tonda, César Arturo Aceves-Lara This study compares several hybrid dynamic models built with offline data to optimize nanobody production in Escherichia coli. These models combine th... hal-05216714 📚 Exporter : BibTeX | EndNote | DC A comparison of optimization techniques for large-scale allocation of soybean crops Mathilde Chen, Alberto Tonda, George Katsirelos, David Makowski The optimal allocation of crops to different parcels of land is a problem of paramount practical importance, not only to improve food and feed product... hal-05105887 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Are home practices safe? Furan mitigation in infant food handling Rallou Thomopoulos, Donnelle Roline Sandjong Sayon, Alberto Tonda, Hui Qiu, Weihuan Fang, Erwan Engel The general health and wellness of citizens, as well as the long-term competitiveness of food companies, depend on the availability of products that m... hal-05015843 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC 2024Communication dans un congrès Multi-objective optimization for large-scale allocation of soybean crops Mathilde Chen, David Makowski, Alberto Tonda The optimal allocation of crops to different parcels of land is a problem of paramount practical importance, not only to improve production, but also ... hal-05057142 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Comparison of Machine Learning-enhanced dynamic hybrid models for a nanobody scorpion antivenom production with Escherichia coli Irene Martínez Menéndez, Juan Camilo Acosta-Pavas, David Camilo Corrales Munoz, Susana María Alonso Villela, Balkiss Bouhaouala-Zahar, Georgios Georgakilas, Konstantinos Mexis, Stefanos Xenios, Theodore Dalamagas, Antonis Kokosis, Michael J O'Donohue, Luc Fillaudeau, Nadia Boukhelifa, Alberto Tonda, César Arturo Aceves-Lara This study compares several hybrid dynamic models built with offline data to optimize a nanobody production in Escherichia coli. These models combine ... hal-04978277 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Poster de conférence To treat or not to treat: Predicting Asthma Patient' Responsiveness to Omalizumab Using Machine Learning Sarah Kidwai, Pietro Barbiero, Irma Meijerman, Alberto Tonda, Paula Perez-Pardo, Pietro Lio’, A Maitland-van Der Zee, Daniel Oberski, A.D.Kraneveld Kraneveld, Alejandro Lopez-Rincon Not being well controlled by therapy with inhaled corticosteroids and long-acting β2 agonist bronchodilators is a major concern for severe-asthma pat... hal-04634934 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Article dans une revue Methodology for biomarker discovery with reproducibility in microbiome data using machine learning David Rojas-Velazquez, Sarah Kidwai, Aletta D Kraneveld, Alberto Tonda, Daniel Oberski, Johan Garssen, Alejandro Lopez-Rincon Background: In recent years, human microbiome studies have received increasing attention as this field is considered a potential source for clinical a... hal-04946246 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC 2023Communication dans un congrès Bayesian Optimization for the Inverse Problem in Electrocardiography Alejandro Lopez-Rincon, David Rojas-Velazquez, Johan Garssen, Sander van der Laan, Daniel Oberski, Alberto Tonda The inverse problem in electrocardiography is an ill-posed problem where the objective is to reconstruct the electrical activity of the epicardial sur... hal-04358064 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Using Bayesian Optimization to Calculate Conductivity in an Electrolytic Fluid for the Forward Problem in Electrocardiography David Rojas-Velazquez, Alberto Tonda, Johan Garssen, Alejandro Lopez-Rincon The ability of an electrolyte solution to transmit electricity is known as its conductivity, which is quantified in siemens per meter (S/m). This prop... hal-04441191 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Deep Concept Reasoning: Beyond the Accuracy-Interpretability Trade-Off Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Liò, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra hal-04244408 📚 Exporter : BibTeX | EndNote | DC Formalizing Explainable AI Notions: A Category Theory Approach Pietro Barbiero, Stefano Fioravanti, Francesco Giannini, Alberto Tonda, Pietro Liò, Elena Di Lavore hal-04244390 📚 Exporter : BibTeX | EndNote | DC Interpretable Neural-Symbolic Concept Reasoning Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra Deep learning methods are highly accurate, yet their opaque decision process prevents them from earning full human trust. Concept-based models aim to ... hal-04244362 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Towards Evolutionary Control Laws for Viability Problems Alberto Tonda, Isabelle Alvarez, Sophie Martin, Giovanni Squillero, Evelyne Lutton The mathematical theory of viability, developed to formalize problems related to natural and social phenomena, investigates the evolution of dynamical... hal-04230169 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Interpretable Neural-Symbolic Concept Reasoning ⋆ Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lió, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra Deep learning methods are highly accurate, yet their opaque decision process prevents them from earning full human trust. Concept-based models aim to ... hal-04244373 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Multi-Objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction David Rojas-Velazquez, Alberto Tonda, Itzel Rodriguez-Guerra, Aletta Kraneveld, Alejandro Lopez-Rincon hal-04230189 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning Hengzhe Zhang, Qi Chen, Alberto Tonda, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang Evolutionary ensemble learning methods with Genetic Programming have achieved remarkable results on regression and classification tasks by employing q... hal-04230184 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Direct Comparative Analysis of Nature-inspired Optimization Algorithms on Community Detection Problem in Social Networks Soumita Das, Bijita Singha, Alberto Tonda, Anupam Biswas Nature-inspired optimization Algorithms (NIOAs) are nowadays a popular choice for community detection in social networks. Community detection problem ... hal-04230208 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Article dans une revue Veni, Vidi, Evolvi commentary on W. B. Langdon’s “Jaws 30” Giovanni Squillero, Alberto Tonda Genetic programming (GP) has been pushing the boundaries of what a computer may achieve in an autonomous way since its introduction [1]. Over the year... hal-04307703 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC A robust mRNA signature obtained via recursive ensemble feature selection predicts the responsiveness of omalizumab in moderate‐to‐severe asthma Sarah Kidwai, Pietro Barbiero, Irma Meijerman, Alberto Tonda, Paula Perez-Pardo, Pietro Lio ́, Anke van der Maitland-Zee, Daniel L Oberski, Aletta D Kraneveld, Alejandro Lopez-Rincon Abstract Background Not being well controlled by therapy with inhaled corticosteroids and long‐acting β2 agonist bronchodilators is a major concern... hal-04307712 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Machine learning approaches in microbiome research: challenges and best practices Georgios Papoutsoglou, Sonia Tarazona, Marta B Lopes, Thomas Klammsteiner, Eliana Ibrahimi, Julia Eckenberger, Pierfrancesco Novielli, Alberto Tonda, Andrea Simeon, Rajesh Shigdel, Stéphane Béreux, Giacomo Vitali, Sabina Tangaro, Leo Lahti, Andriy Temko, Marcus J Claesson, Magali Berland Microbiome data predictive analysis within a machine learning (ML) workflow presents numerous domain-specific challenges involving preprocessing, feat... hal-04228902 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC An Innovative AI-based primer design tool for precise and accurate detection of SARS-CoV-2 variants of concern Carmina Angelica Perez-Romero, Lucero Mendoza-Maldonado, Alberto Tonda, Etienne Coz, Patrick Tabeling, Jessica Vanhomwegen, John Macsharry, Joanna Szafran, Lucina Bobadilla-Morales, Alfredo Corona-Rivera, Eric Claassen, Johan Garssen, Aletta Kraneveld, Alejandro Lopez-Rincon Abstract As the COVID-19 pandemic winds down, it leaves behind the serious concern that future, even more disruptive pandemics may eventually surface.... hal-04228894 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Environmental impact potential of insect production chains for food and feed in Europe Sergiy Smetana, Anita Bhatia, Uday Batta, Nisrine Mouhrim, Alberto Tonda Insects can address sustainability issues associated with current food systems by providing an alternative protein source to address hunger and diseas... hal-04228910 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC An Intercontinental Machine Learning Analysis of Factors Explaining Consumer Awareness of Food Risk Alberto Tonda, Christian Reynolds, Rallou Thomopoulos Food safety is a common concern at the household level, with important variations across different countries and cultures. Nevertheless, identifying t... hal-04140336 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Handling ecosystem service trade-offs: the importance of the spatial scale at which no-loss constraints are posed Yong Shi, Alberto Tonda, Francesco Accatino Context Managing land use to promote an ecosystem service (ES) without reducing others is challenging. The spatial scale at which no-loss constraints ... hal-04068508 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC A primer on predictive techniques for food and bioresources transformation processes Jason Sicard, Sophie Barbe, Rachel Boutrou, Laurent Bouvier, Guillaume Delaplace, Gwenaëlle Lashermes, Laetitia Theron, Olivier Vitrac, Alberto Tonda To meet current societal demand for more sustainable transformation processes and bioresources, these processes must be optimized and new ones develop... hal-04040429 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Optimization models for sustainable insect production chains Nisrine Mouhrim, Daniela A. Peguero, Ashley Green, B. Silva, A. Bhatia, D. Ristic, Alberto Tonda, A. Mathys, S. Smetana Insect value chains are a complex system with non-linear links between many economic, environmental, and social variables. Multi-objective optimizatio... hal-04321043 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Predicting odor profile of food from its chemical composition: Towards an approach based on artificial intelligence and flavorists expertise Nathalie Mejean Perrot, Alice Roche, Alberto Tonda, Evelyne Lutton, Thierry Thomas-Danguin Odor is central to food quality. Still, a major challenge is to understand how the odorants present in a given food contribute to its specific odor pr... hal-04336187 📚 Exporter : BibTeX | EndNote | DC Pré-publication, Document de travail Machine learning for agri-food processes: 4 learning from data, human knowledge and interactions| Book chapter Part of ISBN: 9780323984836 Current developments in biotechnology and bioengineering 2022 Nathalie Mejean-Perrot, Alberto Tonda, Nadia Boukhelifa, Ilaria Brunetti, Anastasia Bezerianos, Evelyne Lutton This chapter presents three examples of data-based machine learning on time series. The common denominator of these case studies is the sparseness of ... hal-04298862 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Poster de conférence Neural-like computation using bacterial metabolism to solve machine-learning problems Paul Ahavi, Bastien Mollet, Antoine Cornuéjols, Evelyne Lutton, Alberto Tonda, Audrey Le Gouellec, Jean-Loup Faulon Throughout evolution, bacteria have acquired the ability to sense variations of the concentrations of nutrients in their growth medium. According to t... hal-04312782 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Solving regression problems using bacterial metabolism Paul Ahavi, Bastien Mollet, Antoine Cornuéjols, Evelyne Lutton, Alberto Tonda, Audrey Le Gouellec, Jean-Loup Faulon Throughout evolution, bacteria have acquired the ability to sense variations of the concentrations of nutrients in their growth medium. According to t... hal-04312498 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Evaluation of information processing capacity of bacterial metabolism through regression problem solving Paul Ahavi, Bastien Mollet, Antoine Cornuéjols, Evelyne Lutton, Alberto Tonda, Audrey Le Gouellec, Jean-Loup Faulon Throughout evolution, bacteria have acquired the ability to sense variations of the concentrations of nutrients in their growth medium. According to t... hal-04287846 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC 2022Communication dans un congrès 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 Particle Swarm Optimisation (PSO) and Evolutionary Algorithms (EAs) differ in various ways, in particular with respect to information sharing and dive... hal-04245024 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Towards multi-objective optimization of sustainable insect production chains Nisrine Mouhrim, Sergiy Smetana, Anita Bhatia, Alexander Mathys, Ashley Green, Daniela Peguero, Alberto Tonda Due to the relatively recent history of industrial insect farming, there are still no extensive studies on the optimization of insect production chain... hal-03818197 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC An evolutionary approach to the discretization of gene expression profiles to predict the severity of COVID-19 Nisrine Mouhrim, Alberto Tonda, Itzel Rodríguez-Guerra, Aletta D Kraneveld, Alejandro Lopez Rincon In this work, we propose to use a state-of-the-art evolutionary algorithm to set the discretization thresholds for gene expression profiles, using fee... hal-03818208 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Agent-based modelling of enzymatic digestion using experimental data Evelyne Lutton, Beichen Ji, Alberto Tonda, François Boué Human digestion is a complex process that involves diffusion and reaction effects where enzymes govern the denaturation and breakdown of proteins. In ... hal-03818238 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC An intercontinental machine learning analysis of factors explaining consumer awareness about food risk Alberto Tonda, Christian Reynolds, Nisrine Mouhrim, Rallou Thomopoulos This paper investigates to what extent food safety is perceived as a concern at the household level in different countries. It aims to identify the fa... hal-03770730 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Article dans une revue Looking for archetypes: Applying game data mining to hearthstone decks Antonio M Mora, Alberto Tonda, Antonio J Fernández-Ares, Pablo García-Sánchez Digital Collectible Cards Games such as Hearthstone have become a very prolific test-bed for Artificial Intelligence algorithms. The main researches h... hal-03815494 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC A virtual sensor for backlash in robotic manipulators Eliana Giovannitti, Sayyidshahab Nabavi, Giovanni Squillero, Alberto Tonda Gear backlash is a quite serious problem in industrial robots, it causes vibrations and impairs the robot positioning accuracy. Backlash estimation al... hal-03815502 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC 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, Etienne Goulet, Laurence Guerin, Daniel Picque Grape berry ripening is a complex process, and predicting the quality of wine starting from the ripening kinetics of grape berries is a challenging ta... hal-03815449 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC HDR Computational Intelligence Techniques for Food and Health Sciences Alberto Tonda tel-04442176 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Chapitre d'ouvrage Predictable Features Elimination: An Unsupervised Approach to Feature Selection Pietro Barbiero, Giovanni Squillero, Alberto Tonda We propose an unsupervised, model-agnostic, wrapper method for feature selection. We assume that if a feature can be predicted using the others, it ad... hal-03834623 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Consumers' Motivations towards Environment-Friendly Dietary Changes: An Assessment of Trends Related to the Consumption of Animal Products Rallou Thomopoulos, Nicolas Salliou, Patrick Taillandier, Alberto Tonda In the context of global warming and environmental pressure, food chains must adapt to new production conditions while satisfying the evolving consume... hal-02948373 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Machine learning for agri-food processes: learning from data, human knowledge and interactions Nathalie Mejean Perrot, Alberto Tonda, Nadia Boukhelifa, Ilaria Brunetti, Anastasia Bezerianos, Evelyne Lutton This chapter presents three examples of data-based machine learning on time series. The common denominator of these case studies is the sparseness of ... hal-04230255 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC 2021Communication dans un congrès Multi-Objective Optimization for Sustainable Insect Chains Alberto Tonda, Ashley Green, Sayed Mahdi Hossaini, Alexander Mathys, Daniela Peguero, Sergiy Smetana hal-03834646 📚 Exporter : BibTeX | EndNote | DC Design of specific primer sets for SARS-CoV-2 variants using evolutionary algorithms Alejandro Lopez Rincon, Carmina a Perez Romero, Lucero Mendoza Maldonado, Eric Claassen, Johan Garssen, Aletta D Kraneveld, Alberto Tonda hal-03834630 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots Eliana Giovannitti, Sayyidshahab Nabavi, Giovanni Squillero, Alberto Tonda The backlash is a lost motion in a mechanism created by gaps between its parts. It causes vibrations that increase over time and negatively affect acc... hal-03834628 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Assessing Trends on Consumption of Animal Products Through a Machine Learning Analysis of Consumer Motivations Rallou Thomopoulos, Nicolas Salliou, Patrick Taillandier, Alberto Tonda Consumer demand is constantly evolving, and in recent years plant-based diets are becoming more appealing to the general public. However, consumers' p... hal-03834642 📚 Exporter : BibTeX | EndNote | DC Article dans une revue An evolutionary framework for maximizing influence propagation in social networks Giovanni Iacca, Kateryna Konotopska, Doina Bucur, Alberto Tonda Social networks are one the main sources of information transmission nowadays. However, not all nodes in social networks are equal: in fact, some node... hal-04244430 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Modelling Processes and Products in the Cereal Chain Otilia Carvalho, Maria Charalambides, Ilija Djekić, Christos Athanassiou, Serafim Bakalis, Jose Benedito, Aurelien Briffaz, Cristina Castañé, Guy Della Valle, Isabel Maria Nunes de Sousa, Ferruh Erdogdu, Aberham Hailu Feyissa, Nickolas Kavallieratos, Alexandros Koulouris, Milica Pojić, Anabela Raymundo, Jordi Riudavets, Fabrizio Sarghini, Pasquale Trematerra, Alberto Tonda In recent years, modelling techniques have become more frequently adopted in the field of food processing, especially for cereal-based products, which... hal-03149019 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Classification and specific primer design for accurate detection of SARS-CoV-2 using deep learning Alejandro Lopez-Rincon, Alberto Tonda, Lucero Mendoza-Maldonado, Daphne Mulders, Richard Molenkamp, Carmina Perez-Romero, Eric Claassen, Johan Garssen, Aletta Kraneveld In this paper, deep learning is coupled with explainable artificial intelligence techniques for the discovery of representative genomic sequences in S... hal-03122094 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Chapitre d'ouvrage Discovering Hierarchical Neural Archetype Sets Gabriele Ciravegna, Pietro Barbiero, Giansalvo Cirrincione, Giovanni Squillero, Alberto Tonda In the field of machine learning, coresets are defined as subsets of the training set that can be used to obtain a good approximation of the behavior ... hal-03845690 📚 Exporter : BibTeX | EndNote | DC Modelling Asthma Patients’ Responsiveness to Treatment Using Feature Selection and Evolutionary Computation Alejandro Lopez-Rincon, Daphne S Roozendaal, Hilde M Spierenburg, Asta L Holm, Renee Metcalf, Paula Perez-Pardo, Aletta D Kraneveld, Alberto Tonda For several medical treatments, it is possible to observe transcriptional variations in gene expressions between responders and nonresponders. Modelli... hal-03834636 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC 2020Communication dans un congrès Modelling Approaches for Sustainable Insect Production Chains Sergiy Smetana, Philipp Meister, Alberto Tonda hal-04244496 📚 Exporter : BibTeX | EndNote | DC Data Mining of Deck Archetypes in Hearthstone Pablo García-Sánchez, Antonio Fernández Ares, Alberto Tonda, Antonio Mora Computer games have become a very interesting environment or testbed to develop new algorithms in many of the branches of Artificial Intelligence. In ... hal-03122121 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Environmental Modelling in the Food Supply Chain - Future Perspectives Ilija Djekic, Jan van Impe, Alberto Tonda Interaction of food systems and the environment has been in research focus for many years. In order to explain this interaction, scholars have develop... hal-03122116 📚 Exporter : BibTeX | EndNote | DC Batch correction of genomic data in chronic fatigue syndrome using CMA-ES Alejandro Lopez Rincon, Aletta Kraneveld, Alberto Tonda Modern genomic sequencing machines can measure thousands of probes from different specimens. Nevertheless, theoretically comparable datasets can show ... hal-03122114 📚 Exporter : BibTeX | EndNote | DC Evolutionary algorithms and machine learning Giovanni Squillero, Alberto Tonda hal-03122112 📚 Exporter : BibTeX | EndNote | DC Chapitre d'ouvrage Understanding Cancer Phenomenon at Gene Expression Level by using a Shallow Neural Network Chain Pietro Barbiero, Andrea Bertotti, Gabriele Ciravegna, Giansalvo Cirrincione, Elio Piccolo, Alberto Tonda hal-02481678 📚 Exporter : BibTeX | EndNote | DC A Novel Outlook on Feature Selection as a Multi-objective Problem Pietro Barbiero, Evelyne Lutton, Giovanni Squillero, Alberto Tonda hal-03354048 📚 Exporter : BibTeX | EndNote | DC Generating Neural Archetypes to Instruct Fast and Interpretable Decisions Pietro Barbiero, Gabriele Ciravegna, Giansalvo Cirrincione, Alberto Tonda, Giovanni Squillero hal-02481603 📚 Exporter : BibTeX | EndNote | DC Virtual Measurement of the Backlash Gap in Industrial Manipulators Eliana Giovannitti, Giovanni Squillero, Alberto Tonda hal-02481585 📚 Exporter : BibTeX | EndNote | DC Article dans une revue Two complementary methods for the computational modeling of cleaning processes in food industry Hannes Deponte, Alberto Tonda, Nathalie Gottschalk, Laurent Bouvier, Guillaume Delaplace, Wolfgang Augustin, Stephan Scholl hal-02481558 📚 Exporter : BibTeX | EndNote | DC Vers une action collective à l'échelle des paysages Mourad Hannachi, Véronique Souchère, Samuel Buèche, Marc Dupayage,, Bastien Boquet,, J-P Pardoux,, Elsa Berthet, Anne Deredec, Alberto Tonda, P Pluquet, J.P. Leroy, Aurélie Albaut,, Jacques Blarel, Jérôme Lecuyer, Claude Gazet, Muriel Leuba, Élodie Gagliardi, Karine Leleu, Philippe Leclercq, Émilien Quilliot, Jérôme Pernel, Marc Declemy, Bruno Chauvel, Anne-Sophie Walker hal-02945085 📚 Exporter : BibTeX | EndNote | DC Optimizing Hearthstone agents using an evolutionary algorithm Pablo Garcia-Sanchez, Alberto Tonda, Antonio Fernández-Leiva, Carlos Cotta hal-02481567 📚 Exporter : BibTeX | EndNote | DC 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, Johan Garssen, Alberto Tonda Circulating microRNAs (miRNA) are small noncoding RNA molecules that can be detected in bodily fluids without the need for major invasive procedures o... hal-03122107 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC 2019Article dans une revue A mathematical model for the prediction of the whey protein fouling mass in a pilot scale plate heat exchanger Yingying Gu, Laurent Bouvier, Alberto Tonda, Guillaume Delaplace hal-02481576 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Inspyred: Bio-inspired algorithms in Python Alberto Tonda hal-02481564 📚 Exporter : BibTeX | EndNote | DC Cross-European initial survey on the use of mathematical models in food industry Ilija Djekic, Alen Mujčinović, Aleksandra Nikolić, Anet Režek Jambrak, Photis Papademas, Aberham Hailu Feyissa, Kamal Kansou, Rallou Thomopoulos, Heiko Briesen, Nickolas Kavallieratos, Christos Athanassiou, Cristina L.M. Silva, Alexandrina Sirbu, Alexandru Mihnea Moisescu, Igor Tomasevic, Urška Vrabič Brodnjak, Maria Charalambides, Alberto Tonda Mathematical modelling plays an important role in food engineering having various mathematical models tailored for different food topics. However, mat... hal-02265749 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Scientific Challenges in Performing Life-Cycle Assessment in the Food Supply Chain Ilija Djekic, Milica Pojić, Alberto Tonda, Predrag Putnik, Danijela Bursać Kovačević, Anet Režek-Jambrak, Igor Tomasevic hal-02481571 📚 Exporter : BibTeX | EndNote | DC Multi-Criteria Reverse Engineering for Food: Genesis and Ongoing Advances Rallou Thomopoulos, Cédric Baudrit, Nadia Boukhelifa, Rachel Boutrou, Patrice Buche, Elisabeth Guichard, Valérie Guillard, Evelyne Lutton, Pierre-Sylvain Mirade, Amadou Ndiaye, Nathalie Perrot, Franck Taillandier, Thierry Thomas-Danguin, Alberto Tonda Multi-criteria reverse engineering (MRE) has arisen from the cross-fertilization of advances in mathematics and shifts in social demand. MRE, thus, ma... hal-01993348 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Annotation data about multi criteria assessment methods used in the agri-food research: The French national institute for agricultural research (INRA) experience Geneviève Gésan-Guiziou, Aude Alaphilippe, Mathieu Andro, Joël Aubin, Christian Bockstaller, Raphaëlle Botreau, Patrice Buche, Catherine Collet, Nicole Darmon, Monique Delabuis, Agnès Girard, Regis Grateau, Kamal Kansou, Vincent Martinet, Jeanne Marie Membre, Régis Sabbadin, Louis-Georges Soler, Marie Thiollet-Scholtus, Alberto Tonda, Hayo Van-Der-Werf This data article contains annotation data characterizing MultiCriteria Assessment (MCA) Methods proposed in the agri-food sector by researchers from ... hal-02263853 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Automatic discovery of 100-miRNA signature for cancer classification using ensemble feature selection Alejandro Lopez-Rincon, Marlet Martinez-Archundia, Gustavo U Martinez-Ruiz, Alexander Schoenhuth, Alberto Tonda Background: MicroRNAs (miRNAs) are noncoding RNA molecules heavily involved in human tumors, in which few of them circulating the human body. Finding ... hal-02344257 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Trade-offs and synergies between livestock production and other ecosystem services Francesco Accatino, Alberto Tonda, Camille Dross, Francois Leger, Muriel Tichit One of the biggest challenges today is to satisfy an increasing food demand while preserving ecosystem services. Farming systems have a huge impact on... hal-02012646 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Communication dans un congrès Adaptability of an extensive cattle beef farming system to contrasted societal preferences – Coupling multi-objective analysis and a participatory approach Francesco Accatino, Delphine Neumeister, Wim Paas, Alberto Tonda, Pytrik Reidsma hal-04244929 📚 Exporter : BibTeX | EndNote | DC Evolutionary discovery of coresets for classification Pietro Barbiero, Giovanni Squillero, Alberto Tonda hal-02481589 📚 Exporter : BibTeX | EndNote | DC Beyond coreset discovery: Evolutionary Archetypes Pietro Barbiero, Giovanni Squillero, Alberto Tonda hal-02481592 📚 Exporter : BibTeX | EndNote | DC A Chenin Decision Help System to Predict Grape Berries Maturity and Anticipate Wine Potentialities Ilaria Brunetti, Alberto Tonda, Daniel Picque, Laurence Guerin, Nathalie Mejean-Perrot hal-04244890 📚 Exporter : BibTeX | EndNote | DC Making Sense of Economics Datasets with Evolutionary Coresets Pietro Barbiero, Alberto Tonda Machine learning agents learn to take decisions extracting information from training data. When similar inferences can be obtained using a small subse... hal-04244855 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Modélisation interactive en agro-alimentaire: l’outilLiDeoGraM Evelyne Lutton, Nadia Boukhelifa, Alberto Tonda, Thomas Chabin, Nathalie Méjean, Jean-Daniel Fekete Modelling complex agrifood processes like for instance cheese ecosystems is challenging due to the complex multi-scale nature of interactions among an... hal-02737033 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Poster de conférence Object Representations and Their Relation to Negative Shapes : Implications for Numerical Cognition and its Apparent Evolution Johan Rooryck, Alberto Tonda, Jairo Saw, Pierre Pica halshs-02424894 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Chapitre d'ouvrage Fundamental Flowers: Evolutionary Discovery of Coresets for Classification Pietro Barbiero, Alberto Tonda hal-02481613 📚 Exporter : BibTeX | EndNote | DC Formaliser la Durabilité des Paysages Agricoles Comme un Problème Multi-objectif Francesco Accatino, Alberto Tonda, Muriel Tichit hal-02482110 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC 2018Article dans une revue VALIS: an evolutionary classification algorithm Peter Karpov, Giovanni Squillero, Alberto Tonda VALIS is an effective and robust classification algorithm with a focus on understandability. Its name stems from Vote-ALlocating Immune System, as it ... hal-02481663 📚 Exporter : BibTeX | EndNote | DC Automated playtesting in collectible card games using evolutionary algorithms: A case study in hearthstone Pablo Garcia-Sanchez, Alberto Tonda, Antonio Mora, Giovanni Squillero, Juan Julian Merelo Collectible card games have been among the most popular and profitable products of the entertainment industry since the early days of <em>Magic: The G... hal-02481672 📚 Exporter : BibTeX | EndNote | DC Evolutionary optimization of convolutional neural networks for cancer miRNA biomarkers classification Alejandro Lopez-Rincon, Alberto Tonda, Mohamed Elati, Olivier Schwander, Benjamin Piwowarski, Patrick Gallinari Cancer diagnosis is currently undergoing a paradigm shift with the incorporation of molecular biomarkers as part of routine diagnostic panel. This bre... hal-01700622 📚 Exporter : BibTeX | EndNote | DC Multiscale modeling for bioresources and bioproducts Marc Barnabe, Nicolas Blanc, Thomas Chabin, Jean-Yves Delenne, Agnès Duri-Bechemilh, Xavier Frank, Virginie Hugouvieux, Evelyne Lutton, Frederic Mabille, Saeid Nezamabadi, Nathalie Perrot, Farhang Radjai, Thierry Ruiz, Alberto Tonda Designing and processing complex matter and materials are key objectives of bioresource and bioproduct research. Modeling approaches targeting such sy... hal-01607608 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Review on environmental models in the food chain : current status and future perspectives Ilija Djekic, Neus Sanjuán, Gabriela Clemente, Anet Režek Jambrak, Aleksandra Djukić-Vuković, Urška Vrabič Brodnjak, Eugen Pop, Rallou Thomopoulos, Alberto Tonda Diversity of food systems and their interaction with the environment has become a research topic for many years. Scientists use various models to expl... hal-01662246 📚 Exporter : BibTeX | EndNote | DC Countering Android Malware: A Scalable Semi-Supervised Approach for Family-Signature Generation Andrea Atzeni, Fernando Diaz, Andrea Marcelli, Antonio Sánchez, Giovanni Squillero, Alberto Tonda Reducing the effort required by humans in countering malware is of utmost practical value. We describe a scalable, semi-supervised framework to dig in... hal-02481658 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Communication dans un congrès Evaluating surrogate models for multi-objective influence maximization in social networks Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Tonda hal-02481683 📚 Exporter : BibTeX | EndNote | DC Building a Multidisciplinary Community on Mathematics and Computer Science for the Food Industry: The Case of FoodMC Alberto Tonda hal-02482101 📚 Exporter : BibTeX | EndNote | DC Human in the loop for modelling food and biological systems: a novel perspective coupling artificial intelligence and life science Nathalie Perrot, Nadia Boukhelifa, Alberto Tonda, Thomas Chabin, Marc Barnabe, Dominique Swennen, Alice Roche, Thierry Thomas-Danguin, Evelyne Lutton Since centuries, agriculture, food and biological systems are strongly linked to human expertise, albeit such knowledge has been capitalized and share... hal-02192521 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC 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, Eric Dugat-Bony, Helene Velly, Evelyne Lutton, Nathalie Perrot The production system of freeze-dried lactic acid bacteria involves several processes, but its impact on bacteria resistance is still not well underst... hal-02266291 📚 Exporter : BibTeX | EndNote | DC A Long-Short-Term Memory Network Model for Biscuit Baking Nathalie N. Perrot, Alberto Tonda hal-02482095 📚 Exporter : BibTeX | EndNote | DC LIDeOGraM: an interactive evolutionary modelling tool Thomas Chabin, Marc Barnabe, Nadia Boukhelifa, Fernanda Fonseca, Alberto Tonda, Hélène Velly, Benjamin Lemaitre, Nathalie Perrot, Evelyne Lutton Building complex models from available data is a challenge in many domains, and in particular in food science. Numerical data are often not enough str... hal-02736924 📚 Exporter : BibTeX | EndNote | DC Chapitre d'ouvrage Improving Multi-objective Evolutionary Influence Maximization in Social Networks Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Tonda hal-02481693 📚 Exporter : BibTeX | EndNote | DC Interactive Machine Learning for Applications in Food Science and Technology Alberto Tonda, Nadia Boukhelifa, Thomas Chabin, Marc Barnabe, Benoît Génot, Evelyne Lutton, Nathalie Perrot The apparent simplicity of food processes often hides complex systems,where physical, chemical and living organisms’ processes co-exist and interact... hal-02482108 📚 Exporter : BibTeX | EndNote | DC 2017Communication dans un congrès Interactive evolutionary modelling of living complex food systems Thomas Chabin, Marc Barnabe, Nadia Boukhelifa, Fernanda Fonseca, Alberto Tonda, Helene Velly, Nathalie Perrot, Evelyne Lutton Modelling the production and stabilisation process of lactic acid starters has several practical applications, ranging from assessing the e!cacy of ne... hal-01607872 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Multi-objective evolutionary algorithms for influence maximization in social networks Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Tonda As the pervasiveness of social networks increases, new NP-hard related problems become interesting for the optimization community. The objective of <e... hal-02736691 📚 Exporter : BibTeX | EndNote | DC LIDeOGraM : an interactive evolutionary modelling tool Thomas Chabin, Marc Barnabe, Nadia Boukhelifa, Fernanda Fonseca, Alberto Tonda, Helene Velly, Benjamin Lemaitre, Nathalie Perrot, Evelyne Lutton Building complex models from available data is a challenge in many domains, and in particular in food science. Numerical data are often not enough str... hal-01607681 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC FoodMC: a COST Action to Promote Modeling in Food Science and Industry Alberto Tonda hal-02482089 📚 Exporter : BibTeX | EndNote | DC Interactive knowledge integration in modelling for food sustainability : challenges and prospects Nadia Boukhelifa, Alberto Tonda, Ioan-Cristian Trelea, Nathalie Perrot, Evelyne Lutton The availability of reliable and trustworthy models for agrifood processes is crucial to evaluate and predict the environmental impact of the process ... hal-01604947 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Poster de conférence Mundurucu Number Words as a Window on Short-Term Memory Johan Rooryck, Alberto Tonda, Jairo Saw, Pierre Pica Could characteristics of Mundurucu number words be related to properties of working memory?... halshs-01497577 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Article dans une revue (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 G. Squillero, Alberto Tonda Inspiring metaphors play an important role in the beginning of an investigation, but are less important in a mature research field as the real phenome... hal-01496827 📚 Exporter : BibTeX | EndNote | DC Data driven modeling of plastic deformation Daniele Versino, Alberto Tonda, Curt A. Bronkhorst In this paper the application of machine learning techniques for the development of constitutive material models is being investigated. A flow stress ... hal-01496826 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC In silico modeling of protein hydrolysis by endoproteases: a case study on pepsin digestion of bovine lactoferrin Alberto Tonda, Anita Grosvenor, Stefan Clerens, Steven Le Feunteun This paper presents a novel model of protein hydrolysis and release of peptides by endoproteases. It requires the amino-acid sequence of the protein s... hal-02481726 📚 Exporter : BibTeX | EndNote | DC 2016Ouvrages Evolutionary Algorithms for Food Science and Technology Evelyne Lutton, Nathalie Perrot, Alberto Tonda hal-02481758 📚 Exporter : BibTeX | EndNote | DC Evolutionary algorithms for food science and technology Evelyne Lutton, Nathalie Perrot, Alberto Tonda Evolutionary algorithms for food science and technology... hal-02266288 📚 Exporter : BibTeX | EndNote | DC Communication dans un congrès Evolutionary deckbuilding in hearthstone Pablo Garcia-Sanchez, Alberto Tonda, Giovanni Squillero, Antonio Mora, Juan J. Merelo One of the most notable features of collectible card games is deckbuilding, that is, defining a personalized deck before the real game. Deckbuilding i... hal-01494733 📚 Exporter : BibTeX | EndNote | DC Tutorials at PPSN 2016 Carola Doerr, Nicolas Bredeche, Enrique Alba, Thomas Bartz-Beielstein, Dimo Brockhoff, Benjamin Doerr, Gusz Eiben, Michael G. Epitropakis, Carlos M. Fonseca, Andreia Guerreiro, Evert Haasdijk, Jacqueline Heinerman, Julien Hubert, Per Kristian Lehre, Luigi Malago, Juan Julián Merelo Guervós, Julian Miller, Boris Naujoks, Pietro Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Patricia Ryser-Welch, Giovanni Squillero, Joerg Stork, Dirk Sudholt, Alberto Tonda, Darrell Whitley, Martin Zaefferer PPSN 2016 hosts a total number of 16 tutorials covering a broad range of current research in evolutionary computation. The tutorials range from introd... hal-01605625 📚 Exporter : BibTeX | EndNote | DC A general-purpose framework for genetic improvement Francesco Marino, Giovanni Squillero, Alberto Tonda Genetic Improvement is an evolutionary-based technique. Despite its relatively recent introduction, several successful applications have been already ... hal-01365966 📚 Exporter : BibTeX | EndNote | DC Promoting diversity in evolutionary algorithms: an updated bibliography Giovanni Squillero, Alberto Tonda Promoting diversity in evolutionary algorithms: an updated bibliography. Genetic and Evolutionary Computation Conference (GECCO)... hal-01531706 📚 Exporter : BibTeX | EndNote | DC Food science : human factor Iisues Evelyne Lutton, Alberto Tonda, Nadia Boukhelifa, Nathalie Perrot absent... hal-01366587 📚 Exporter : BibTeX | EndNote | DC FoodMC: A European COST Action on Food Modelling Alberto Tonda absent... hal-01366586 📚 Exporter : BibTeX | EndNote | DC Complex Systems in Food Science: Human Factor Issues Evelyne Lutton, Alberto Tonda, Nadia Boukhelifa, Nathalie Perrot hal-02482084 📚 Exporter : BibTeX | EndNote | DC Challenging anti-virus through evolutionary malware obfuscation Marco Gaudesi, Andrea Marcelli, Ernesto Sanchez, Giovanni Squillero, Alberto Tonda The use of anti-virus software has become something of an act of faith. A recent study showed that more than 80 % of all personal computers have anti-... hal-01365965 📚 Exporter : BibTeX | EndNote | DC Portfolio optimization, a decision-support methodology for small budgets Igor Deplano, Giovanni Squillero, Alberto Tonda Several machine learning paradigms have been applied to financial forecasting, attempting to predict the market’s behavior, with the final objective... hal-01365967 📚 Exporter : BibTeX | EndNote | DC Research prospects in the design and evaluation of interactive evolutionary systems for art and science Nadia Boukhelifa, Anastasia Bezerianos, Alberto Tonda, Evelyne Lutton We report on our experience in designing and evaluating seven applications from seven different domains using an interactive evolutionary approach. We... hal-01532589 📚 Exporter : BibTeX | EndNote | DC Article dans une revue Exploiting Evolutionary Modeling to Prevail in Iterated Prisoner’s Dilemma Tournaments Marco Gaudesi, Elio Piccolo, Giovanni Squillero, Alberto Tonda The iterated prisoner’s dilemma is a famous model of cooperation and conflict in game theory. Its origin can be traced back to the Cold War, and cou... hal-02481801 📚 Exporter : BibTeX | EndNote | DC Some remarks on computational approaches towards sustainable complex agri-food systems Nathalie Perrot, Hugo de Vries, Evelyne Lutton, Harald G. J. van Mil, Mechthild Donner, Alberto Tonda, Sophie Martin, Isabelle Alvarez, Paul Bourgine, Erik van Der Linden, Monique Axelos Abstract Background Agri-food is one of the most important sectors of the industry in Europe and potentially a major contributor to the global warming... hal-01269357 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Optimizing groups of colluding strong attackers in mobile urban communication networks with evolutionary algorithms Doina Bucur, Giovanni Iacca, Marco Gaudesi, Giovanni Squillero, Alberto Tonda In novel forms of the Social Internet of Things, any mobile user within communication range may help routing messages for another user in the network.... hal-01531614 📚 Exporter : BibTeX | EndNote | DC Divergence of character and premature convergence: a survey of methodologies for promoting diversity in evolutionary optimization Giovanni Squillero, Alberto Tonda In the past decades, different evolutionary optimization methodologies have been proposed by scholars and exploited by practitioners, in a wide range ... hal-01531616 📚 Exporter : BibTeX | EndNote | DC Anatomy of a portfolio optimizer under a limited budget constraint Igor Deplano, Giovanni Squillero, Alberto Tonda Predicting the market’s behavior to profit from trading stocks is far from trivial. Such a task becomes even harder when investors do not have large... hal-01365963 📚 Exporter : BibTeX | EndNote | DC Chapitre d'ouvrage The uncertainty quandary : a study in the context of the evolutionary optimization in games and other uncertain environments Federico Liberatore, Antonio Fernández Ares, Rubén García, Zeineb Chelly, Carlos Cotta, Nuria Rico, Antonio M. Mora, Pablo García-Sánchez, Alberto Tonda, Paloma de Las Cuevas, Pedro A. Castillo In many optimization processes, the fitness or the considered measure of goodness for the candidate solutions presents uncertainty, that is, it yields... hal-01495396 📚 Exporter : BibTeX | EndNote | DC 2015Poster de conférence In vitro and in silico modelling of protein hydrolysis by pepsin: A case study with lactoferrin Anita Grosvenor, Alberto Tonda, Steven Le Feunteun, Stefan Clerens hal-02482081 📚 Exporter : BibTeX | EndNote | DC Communication dans un congrès How to mislead an evolutionary algorithm using global sensitivity analysis Thomas Chabin, Alberto Tonda, Evelyne Lutton The idea of exploiting Global Sensitivity Analysis (GSA) to make Evolutionary Algorithms more effective seems very attractive: intuitively, a probabil... hal-01365972 📚 Exporter : BibTeX | EndNote | DC Towards automatic StarCraft strategy generation using genetic programming Pablo Garcia-Sanchez, Alberto Tonda, Antonio M. Mora, Giovanni Squillero, J.J. Merelo Among Real-Time Strategy games few titles have enjoyed the continued success of StarCraft. Many research lines aimed at developing Artificial Intellig... hal-01366582 📚 Exporter : BibTeX | EndNote | DC Is global sensitivity analysis useful to evolutionary computation? Thomas Chabin, Alberto Tonda, Evelyne Lutton Global Sensitivity Analysis (GSA) studies how uncertainty in the inputs of a system influences uncertainty in its outputs. GSA is extensively used by ... hal-01366572 📚 Exporter : BibTeX | EndNote | DC Malware obfuscation through evolutionary packers Marco Gaudesi, Andrea Marcelli, Ernesto Sanchez, Giovanni Squillero, Alberto Tonda A malicious botnet is a collection of compromised hosts coordinated by an external entity. The malicious software, or malware, that infect the systems... hal-01366581 📚 Exporter : BibTeX | EndNote | DC Operator Selection using Improved Dynamic Multi-Armed Bandit Jany Belluz, Marco Gaudesi, Giovanni Squillero, Alberto Tonda Evolutionary algorithms greatly bene fit from an optimal application of the different genetic operators during the optimization process: thus, it is n... hal-01536526 📚 Exporter : BibTeX | EndNote | DC Black holes and revelations: using evolutionary algorithms to uncover vulnerabilities in disruption-tolerant networks Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Tonda A challenging aspect in open ad hoc networks is their resilience against malicious agents. This is especially true in complex, urban-scale scenarios w... hal-01365974 📚 Exporter : BibTeX | EndNote | DC 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, Nathalie Perrot no abstract... hal-01598165 📚 Exporter : BibTeX | EndNote | DC Article dans une revue Erratum to :"Food model exploration through evolutionary optimization coupled with visualization: Application to the prediction of a milk gel structure Evelyne Lutton, Alberto Tonda, Sébastien Gaucel, Alain Riaublanc, Nathalie Perrot Erratum to :"Food model exploration through evolutionary optimization coupled with visualization: Application to the prediction of a milk gel structur... hal-01535350 📚 Exporter : BibTeX | EndNote | DC 2014Communication dans un congrès The tradeoffs between data delivery ratio and energy costs in wireless sensor networks Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Tonda Wireless sensor network (WSN) routing protocols, e.g., the Collection Tree Protocol (CTP), are designed to adapt in an ad-hoc fashion to the quality o... hal-01366577 📚 Exporter : BibTeX | EndNote | DC Learning dynamical systems using standard symbolic regression Sébastien Gaucel, Maarten Keijzer, Evelyne Lutton, Alberto Tonda Symbolic regression has many successful applications in learning free-form regular equations from data. Trying to apply the same approach to different... hal-01365975 📚 Exporter : BibTeX | EndNote | DC Towards automated malware creation Andrea Cani, Marco Gaudesi, Ernesto Sanchez, Giovanni Squillero, Alberto Tonda This short paper proposes two different ways for exploiting an evolutionary algorithm to devise malware: the former targeting heuristic-based anti-vir... hal-01366583 📚 Exporter : BibTeX | EndNote | DC Poster de conférence Universal information distance for genetic programming Marco Gaudesi, Giovanni Squillero, Alberto, Paolo Tonda This paper presents a genotype-level distance metric for Genetic Programming (GP) based on the symmetric difference concept: first, the information co... hal-01195509 📚 Exporter : BibTeX | EndNote | DC Article dans une revue Food model exploration through evolutionary optimisation coupled with visualisation: Application to the prediction of a milk gel structure Evelyne Lutton, Alberto Paolo Tonda, Sebastien Gaucel, Alain Riaublanc, Nathalie Perrot Obtaining reliable in-silico food models is fundamental for a better understanding of these systems. The complex phenomena involved in these real-worl... hal-01195498 📚 Exporter : BibTeX | EndNote | DC The impact of topology on energy consumption for collection tree protocols: An experimental assessment through evolutionary computation Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Tonda The analysis of worst-case behavior in wireless sensor networks is an extremely difficult task, due to the complex interactions that characterize the ... hal-01195467 📚 Exporter : BibTeX | EndNote | DC 2013Communication dans un congrès Balancing user interaction and control in BNSL Alberto Tonda, André Spritzer, Evelyne Lutton In this paper we present a study based on an evolutionary framework to explore what would be a reasonable compromise between interaction and automated... hal-01195494 📚 Exporter : BibTeX | EndNote | DC An efficient distance metric for linear genetic programming Marco Gaudesi, Giovanni Squillero, Alberto Tonda Defining a distance measure over the individuals in the population of an Evolutionary Algorithm can be exploited for several applications, ranging fro... hal-01366579 📚 Exporter : BibTeX | EndNote | DC Food model exploration through evolutionary optimisation coupled with visualisation: Application to the prediction of a milk gel structure Evelyne Lutton, Alberto Paolo Tonda, Sébastien Gaucel, Alain Riaublanc, Nathalie Perrot Obtaining reliable in-silico food models is fundamental for a better understanding of these systems. The complex phenomena involved in these real-worl... hal-02749117 📚 Exporter : BibTeX | EndNote | DC A Memetic Approach to Bayesian Network Structure Learning Alberto Tonda, Evelyne Lutton, Giovanni Squillero, Pierre-Henri Wuillemin Bayesian networks are graphical statistical models that represent inference between data. For their effectiveness and versatility, they are widely ado... hal-01221601 📚 Exporter : BibTeX | EndNote | DC An evolutionary framework for routing protocol analysis in wireless sensor networks Doina Bucur, Giovanni Iacca, Giovanni Squillero, Alberto Tonda Wireless Sensor Networks (WSNs) are widely adopted for applications ranging from surveillance to environmental monitoring. While powerful and relative... hal-01365973 📚 Exporter : BibTeX | EndNote | DC An evolutionary approach to Wetlands design Marco Gaudesi, Andrea Marion, Tommaso Musner, Giovanni Squillero, Alberto Tonda Wetlands are artificial basins that exploit the capabilities of some species of plants to purify water from pollutants. The design process is currentl... hal-01365968 📚 Exporter : BibTeX | EndNote | DC Evolutionary optimization of wetlands design Marco Gaudesi, Andrea Marion, Tommaso Musner, Giovanni Squillero, Alberto Tonda Wetlands are artificial ponds, designed to filter and purify running water through the contact with plant stems and roots. Wetland layouts are traditi... hal-01366576 📚 Exporter : BibTeX | EndNote | DC 2012Communication dans un congrès Automatic generation of on-line test programs through a cooperation scheme Lyl Mercedes Ciganda, Marco Gaudesi, Evelyne Lutton, Ernesto Sanchez, Giovanni Squillero, Alberto Tonda Test programs for Software-based Self-Test (SBST) can be exploited during the mission phase of microprocessor-based systems to periodically assess har... hal-01366578 📚 Exporter : BibTeX | EndNote | DC Bayesian Network Structure Learning from Limited Datasets through Graph Evolution Alberto Tonda, Evelyne Lutton, Romain Reuillon, Giovanni Squillero, Pierre-Henri Wuillemin Bayesian networks are stochastic models, widely adopted to encode knowledge in several fields. One of the most interesting features of a Bayesian netw... hal-00757529 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Article dans une revue A benchmark for cooperative coevolution Alberto Tonda, Evelyne Lutton, Giovanni Squillero Cooperative co-evolution algorithms (CCEA) are a thriving sub-field of evolutionary computation. This class of algorithms makes it possible to exploit... hal-00758187 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Ouvrages Industrial Applications of Evolutionary Algorithms Ernesto Sanchez, Giovanni Squillero, Alberto Tonda The increasing complexity of products and processes leads directly to the growing intricacy of the problems and issues the industrial world is facing.... hal-01365971 📚 Exporter : BibTeX | EndNote | DC 2011Communication dans un congrès Automatic generation of software-based functional failing test for speed debug and on-silicon timing verification E. Sanchez, G. Squillero, Alberto Tonda The 40 years since the appearance of the Intel 4004 deeply changed how microprocessors are designed. Today, essential steps in the validation process ... hal-01371100 📚 Exporter : BibTeX | EndNote | DC Lamps : A test problem for cooperative coevolution Alberto Tonda, Evelyne Lutton, Giovanni Squillero We present an analysis of the behaviour of Cooperative Co-evolution agorithms (CCEAs) on a simple test problem, that is the optimal placement of a set... hal-00642304 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Post-silicon failing-test generation through evolutionary computation Ernesto Sanchez, Giovanni Squillero, Alberto Tonda We present an analysis of the behaviour of Cooperative Co-evolution algorithms (CCEAs) on a simple test problem, that is the optimal placement of a se... hal-01374161 📚 Exporter : BibTeX | EndNote | DC On the functional test of branch prediction units based on branch history table E. Sanchez, M. Sonza Reorda, Alberto Tonda Branch Prediction Units (BPUs) are highly efficient modules that can significantly decrease the negative impact of branches in superscalar and RISC pr... hal-01374166 📚 Exporter : BibTeX | EndNote | DC On the Functional Test of Branch Prediction Units Based on the Branch History Table Architecture Ernesto Sanchez, Matteo Sonza Reorda, Alberto Tonda This paper proposes a novel framework for automated software service composition that can significantly support and enhance collaboration among enterp... hal-01365976 | ⬇️ Télécharger 📚 Exporter : BibTeX | EndNote | DC Evolutionary failing-test generation for modern microprocessors Ernesto Sanchez, Giovanni Squillero, Alberto Tonda The incessant progress in manufacturing technology is posing new challenges to microprocessor designers. Nowadays, comprehensive verification of a chi... hal-01374169 📚 Exporter : BibTeX | EndNote | DC Group evolution : emerging synergy through a coordinated effort Ernesto Sanchez, Giovanni Squillero, Alberto Tonda Abstract-A huge number of optimization problems, in the CAD area as well as in many other fields, require a solution composed by a set of structurally... hal-01374168 📚 Exporter : BibTeX | EndNote | DC Covariance matrix adaptation evolutionary strategy for drift correction of electronic nose data S. Di Carlo, M. Falasconi, E. Sanchez, G. Sberveglieri, A. Scionti, G. Squillero, Alberto Tonda Electronic Noses (ENs) might represent a simple, fast, high sample throughput and economic alternative to conventional analytical instruments [1]. How... hal-01374162 📚 Exporter : BibTeX | EndNote | DC Functional test generation for the pLRU replacement mechanism of embedded cache memories W. J. H. Perez, E. Sanchez, M. Sonza Reorda, Alberto Tonda, J. Velasco Medina Testing cache memories is a challenging task, especially when targeting complex and high-frequency devices such as modern processors. While the memory... hal-01374703 📚 Exporter : BibTeX | EndNote | DC Artificial Olfaction: bio-inspired approaches for tackling sensor drift issue Stefano Di Carlo, Matteo Falasconi, Ernesto Sanchez, Sberviglieri G., Alberto Scionti, Giovanni Squillero, Alberto Tonda hal-02482075 📚 Exporter : BibTeX | EndNote | DC Article dans une revue Functional Verification of DMA Controllers Michelangelo Grosso, Wilson Javier Perez Holguin, Danilo Ravotto, Ernesto Sanchez, Matteo Sonza Reorda, Alberto Tonda, Jaime Velasco Medina Today's SoCs are composed of a wide variety of modules, such as microprocessor cores, memories, peripherals, and customized blocks directly related to... hal-02481866 📚 Exporter : BibTeX | EndNote | DC Chapitre d'ouvrage Lamps : a test problem for cooperative coevolution Alberto Tonda, Evelyne Lutton, Giovanni Squillero We present an analysis of the behaviour of Cooperative Co-evolution algorithms (CCEAs) on a simple test problem, that is the optimal placement of a se... hal-01374165 📚 Exporter : BibTeX | EndNote | DC Evolution of test programs exploiting a FSM processor model Ernesto Sanchez, Giovanni Squillero, Alberto Tonda Microprocessor testing is becoming a challenging task, due to the increasing complexity of modern architectures. Nowadays, most architectures are tack... hal-01374167 📚 Exporter : BibTeX | EndNote | DC 2010Article dans une revue A Framework for Automated Detection of Power-related Software Errors in Industrial Verification Processes Stefano Gandini, Walter Ruzzarin, Ernesto Sanchez, Giovanni Squillero, Alberto Tonda The complexity of cell phones is continually increasing, with regards to both hardware and software parts. As many complex devices, their components a... hal-02481886 📚 Exporter : BibTeX | EndNote | DC Communication dans un congrès Towards drift correction in chemical sensors using an evolutionary strategy Stephano Di Carlo, Ernesto Sanchez, Alberto Scionti, Giovanni Squillero, Alberto Paolo Tonda, Matteo Falasconi Gas chemical sensors are strongly affected by the so-called drift, i.e., changes in sensors' response caused by poisoning and aging that may significa... hal-02481969 📚 Exporter : BibTeX | EndNote | DC Chapitre d'ouvrage Exploiting Evolution for an Adaptive Drift-Robust Classifier in Chemical Sensing Stefano Di Carlo, Matteo Falasconi, Ernesto Sanchez, Alberto Scionti, Giovanni Squillero, Alberto Tonda Gas chemical sensors are strongly affected by drift, i.e., changes in sensors’ response with time, that may turn statistical models commonly used fo... hal-02481896 📚 Exporter : BibTeX | EndNote | DC Evolving individual behavior in a multi-agent traffic simulator Ernesto Sanchez, Giovanni Squillero, Alberto Tonda In this paper, we illustrate the use of evolutionary agents in a multi-agent system designed to describe the behavior of car drivers. Each agent has t... hal-01374705 📚 Exporter : BibTeX | EndNote | DC 2009Communication dans un congrès On the generation of functional test programs for the cache replacement logic W.J. Perez H., D. Ravotto, E. Sanchez, M. Sonza Reorda, Alberto Tonda Caches are crucial components in modern processors (both stand-alone or integrated into SoCs) and their test is a challenging task, especially when ad... hal-01373527 📚 Exporter : BibTeX | EndNote | DC Automatic detection of software defects: an Industrial Experience Sergio Gandini, Danilo Ravotto, Walter Ruzzarin, Ernesto Sanchez, Giovanni Squillero, Alberto Tonda Mobile phones are becoming more and more complex devices, both from the hardware and from the software point of view. Consequently, their various part... hal-02481987 📚 Exporter : BibTeX | EndNote | DC 2008Communication dans un congrès A novel methodology for diversity preservation in evolutionary algorithms Giovanni Squillero, Alberto Tonda In this paper we describe an improvement of an entropy-based diversity preservation approach for evolutionary algorithms. This approach exploits the i... hal-01373528 📚 Exporter : BibTeX | EndNote | DC