Pierrick Legrand

Bastien Berthelot, Eric Grivel, Pierrick Legrand, Audrey Giremus. Definition of the fluctuation function in the detrendred fluctuation analysis and its variant. The European Physical Journal B: Condensed Matter and Complex Systems, Springer-Verlag, 2021, 94, ⟨10.1140/epjb/s10051-021-00231-7⟩. ⟨hal-03409799⟩

Eric Grivel, Bastien Berthelot, Pierrick Legrand. A matrix approach to get the variance of the square of the fluctuation function of the DFA. Digital Signal Processing, Elsevier, 2021, ⟨10.1016/j.dsp.2021.103346⟩. ⟨hal-03456525⟩

Eric Grivel, Bastien Berthelot, Pierrick Legrand, Audrey Giremus. DFA-based abacuses providing the Hurst exponent estimate for short-memory processes. Digital Signal Processing, Elsevier, 2021, 116, ⟨10.1016/j.dsp.2021.103102⟩. ⟨hal-03225784⟩

Bastien Berthelot, Eric Grivel, Pierrick Legrand, Jean-Marc André, Patrick Mazoyer. Alternative Ways to Compare the Detendred Fluctuation Analysis and its Variants. Application to Visual Tunneling Detection. Digital Signal Processing, Elsevier, 2020, ⟨10.1016/j.dsp.2020.102865⟩. ⟨hal-02940122⟩

Mahdi Saleh, Samir-Mohamad Omar, Eric Grivel, Pierrick Legrand. A Variable Chirp Rate Stepped Frequency Linear Frequency Modulation Waveform Designed to Approximate Wideband Non-Linear Radar Waveforms. Digital Signal Processing, Elsevier, 2020, ⟨10.1016/j.dsp.2020.102884⟩. ⟨hal-02963775⟩

Leonardo Trujillo, Uriel Lopez, Pierrick Legrand. SOAP: Semantic Outliers Automatic Preprocessing. Information Sciences, Elsevier, 2020, 526 (81-101), pp.20. ⟨10.1016/j.ins.2020.03.071⟩. ⟨hal-02551161⟩

Emigdio Z-Flores, Leonardo Trujillo, Pierrick Legrand, Frédérique Faïta-Aïnseba. EEG Feature Extraction Using Genetic Programming for the Classification of Mental States. Algorithms, MDPI, 2020, 13 (9), pp.221. ⟨10.3390/a13090221⟩. ⟨hal-02943474⟩

José Enrique Hernandez-Beltran, Victor H. Díaz-Ramírez, Leonardo Trujillo, Pierrick Legrand. Design of estimators for restoration of images degraded by haze using genetic programming. Swarm and Evolutionary Computation, Elsevier, 2018. ⟨hal-01909121⟩

Victor R. López-López, Leonardo Trujillo, Pierrick Legrand. Applying Genetic Improvement to a Genetic Programming library in C++. Soft Computing, Springer Verlag, 2018. ⟨hal-01911943⟩

Leonardo Trujillo, Uriel Lopez, Pierrick Legrand. SOAP: Semantic Outliers Automatic Preprocessing (under review second round). IEEE Transactions on Evolutionary Computation, Institute of Electrical and Electronics Engineers, In press. ⟨hal-01909129⟩

Yuliana Martinez, Enrique Naredo, Leonardo Trujillo, Pierrick Legrand, Uriel Lopez. A comparison of fitness-case sampling methods for genetic programming. Journal of Experimental and Theoretical Artificial Intelligence, Taylor & Francis, 2017. ⟨hal-01389047⟩

Emigdio Z-Flores, Leonardo Trujillo, Arturo Sotelo, Pierrick Legrand, Luis Coria. Regularity and Matching Pursuit Feature Extraction for the Detection of Epileptic Seizures. Journal of Neuroscience Methods, Elsevier, 2016, 266, pp.107-125. ⟨10.1016/j.jneumeth.2016.03.024⟩. ⟨hal-01389051⟩

Enrique Naredo, Leonardo Trujillo, Pierrick Legrand, Sara Silva, Luis Munoz. Evolving Genetic Programming Classifiers with Novelty Search. Information Sciences, Elsevier, 2016, 369, pp.347-367. ⟨10.1016/j.ins.2016.06.044⟩. ⟨hal-01389049⟩

Yuliana Martinez, Leonardo Trujillo, Pierrick Legrand, Edgar Galvan-Lopez. Prediction of Expected Performance for a Genetic Programming Classifier. Genetic Programming and Evolvable Machines, Springer Verlag, 2016, 17 (4), pp.409-449. ⟨10.1007/s10710-016-9265-9⟩. ⟨hal-01252141⟩

Laurent Vézard, Pierrick Legrand, Marie Chavent, Frédérique Faïta-Aïnseba, Leonardo Trujillo. EEG classification for the detection of mental states. Applied Soft Computing, Elsevier, 2015, 32, pp.113-131. ⟨10.1016/j.asoc.2015.03.028⟩. ⟨hal-01207506⟩

Yuliana Martínez, Leonardo Trujillo, Edgar Galvan-Lopez, Pierrick Legrand. A comparison of predictive measures of problem difficulty for classification with Genetic Programming. Research in Computing Science, National Polytechnic Institute, 2012, 59, pp.159-170. ⟨hal-01207509⟩

Leonardo Trujillo, Pierrick Legrand, Gustavo Olague, Jacques Lévy-Vehel. Evolving Estimators of the Pointwise Holder Exponent with Genetic Programming. Information Sciences, Elsevier, 2012, 209, pp.61-79. ⟨10.1016/j.ins.2012.04.043⟩. ⟨hal-00643387⟩

Laurent Vezard, Pierrick Legrand, Marie Chavent, Frederique Faita-Ainseba, Julien Clauzel. Classification de données EEG par algorithme évolutionnaire pour l'étude d'états de vigilance. Revue des Nouvelles Technologies de l'Information, Editions RNTI, 2012, EGC 2012, 23, pp.459-470. ⟨hal-00643438⟩

Pierrick Legrand, Claire Bourgeois-Republique, Vincent Pean, Esther Harboun-Cohen, Jacques Lévy Véhel, et al.. Interactive evolution for cochlear implants fitting. Genetic Programming and Evolvable Machines, Springer Verlag, 2007, 8 (4), pp.319-354. ⟨hal-00294838⟩

Leonardo Trujillo, Gustavo Olague, Pierrick Legrand, Evelyne Lutton. A new regularity based descriptor computed from local image oscillations.. Optics Express, Optical Society of America - OSA Publishing, 2007, 15 (10), pp.6140-6145. ⟨hal-00294862⟩

Bastien Berthelot, Eric Grivel, Pierrick Legrand. New variants of DFA based on loess and lowess methods: generalization of the detrending moving average. ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Totonto, Canada. ⟨hal-03125981⟩

Jimmy Bondu, Eric Grivel, Audrey Giremus, Pierrick Legrand, Vincent Corretja, et al.. Sea Target Classification Based On An A Priori Motion Model. EUSIPCO 2020 - 28th European Signal Processing Conference, Aug 2020, Amsterdam / Virtual, Netherlands. ⟨10.23919/Eusipco47968.2020.9287480⟩. ⟨hal-02716100⟩

Bastien Berthelot, Eric Grivel, Pierrick Legrand, Jean-Marc André, Patrick Mazoyer. Regularized Dfa To Study The Gaze Position Of An Airline Pilot. EUSIPCO 2020 - 28th European Signal Processing Conference, Aug 2020, Amsterdam / Virtual, Netherlands. ⟨hal-02716136⟩

Uriel Lopez, Leonardo Trujillo, Sara Silva, Leonardo Vanneschi, Pierrick Legrand. Unlabeled Multi-Target Regression with Genetic Programming. GECCO 2020 - The Genetic and Evolutionary Computation Conference, Jul 2020, Cancun, Mexico. ⟨hal-02551154⟩

Bastien Berthelot, Patrick Mazoyer, Sarah Egea, Jean-Marc André, Eric Grivel, et al.. Self-affinity of an Aircraft Pilot's Gaze Direction as a Marker of Visual Tunneling. SAE Aerotech, Sep 2019, Bordeaux, France. ⟨hal-02174262⟩

Bastien Berthelot, Eric Grivel, Pierrick Legrand, Jean-Marc Andre, Patrick Mazoyer, et al.. Interpréter les Fonctions de Fluctuation du DFA et du DMA comme le Résultat d'un Filtrage. GRETSI 2019, Aug 2019, Lille, France. ⟨hal-02145464⟩

Bastien Berthelot, Eric Grivel, Pierrick Legrand, Jean-Marc André, Patrick Mazoyer, et al.. Filtering-based Analysis Comparing the DFA with the CDFA for Wide Sense Stationary Processes. EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, A Coruna, Spain. ⟨hal-02147655⟩

Bastien Berthelot, Eric Grivel, Pierrick Legrand, Marc Donias, Jean-Marc André, et al.. 2D Fourier Transform Based Analysis Comparing the DFA with the DMA. EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, A Coruna, Spain. ⟨hal-02147663⟩

Uriel Lopez, Leonardo Trujillo, Pierrick Legrand. Filtering Outliers in One Step with Genetic Programming. PPSN 2018 - Fifteenth International Conference on Parallel Problem Solving from Nature (PPSN XV), Sep 2018, Coimbra, Portugal. ⟨10.1007/978-3-319-99253-2_17⟩. ⟨hal-01910433⟩

Víctor López-López, Leonardo Trujillo, Pierrick Legrand. Novelty search for software improvement of a SLAM system. the Genetic and Evolutionary Computation Conference Companion, Jul 2018, Kyoto, Japan. pp.1598-1605, ⟨10.1145/3205651.3208237⟩. ⟨hal-02410785⟩

Sabrina Machhour, Eric Grivel, Pierrick Legrand, Vincent Corretja, Clément Magnant. A Comparative Study of Orthogonal Moments for Micro-Doppler Classification. EUSIPCO 2018 - 26th European Signal Processing Conference, Sep 2018, Rome, Italy. ⟨hal-01795520⟩

Victor R. López-López, Leonardo Trujillo, Pierrick Legrand, Gustavo Olague. Genetic Programming: From design to improved implementation. GECCO 2016 - Genetic and Evolutionary Computation Conference, Jun 2016, Denver, United States. ⟨10.1145/2908961.2931693⟩. ⟨hal-01389066⟩

José Enrique Hernandez-Beltran, Victor H. Díaz-Ramírez, Leonardo Trujillo, Pierrick Legrand. Restoration of degraded images using genetic programming. Optics and photonics for information processing X, Aug 2016, San Diego, United States. ⟨hal-01389064⟩

Mauro Castelli, Leonardo Trujillo, Leonardo Vanneschi, Sara Silva, Emigdio Z-Flores, et al.. Geometric Semantic Genetic Programming with Local Search. Proceedings of the 2015 on Genetic and Evolutionary Computation Conference - GECCO '15, 2015, Madrid, Spain. ⟨10.1145/2739480.2754795⟩. ⟨hal-01207505⟩

Enrique Naredo, Leonardo Trujillo, Francisco Fernández De Vega, Sara Silva, Pierrick Legrand. Diseñando Problemas Sintéticos de Clasificación con Superficie de Aptitud Deceptiva. MAEB 2015, 2015, Merida, España. ⟨hal-01207507⟩

Emigdio Z-Flores, Leonardo Trujillo, Oliver Schütze, Pierrick Legrand. A Local Search Approach to Genetic Programming for Binary Classification. Proceedings of the 2015 on Genetic and Evolutionary Computation Conference - GECCO '15, 2015, Madrid, Spain. ⟨10.1145/2739480.2754797⟩. ⟨hal-01207504⟩

Adrien Todeschini, Francois Caron, Marc Fuentes, Pierrick Legrand, Pierre del Moral. Recent Developments in Software for MCMC - Round Table Session: Biips software: inference in Bayesian graphical models with sequential Monte Carlo methods. Fifth IMS-ISBA joint meeting MCMSki IV, IMS (Institute of Mathematical Statistics) and ISBA (International Society for Bayesian Analysis), Jan 2014, Chamonix Mont-Blanc, France. ⟨hal-01108393⟩

Yuliana Martinez, Leonardo Trujillo, Enrique Naredo, Pierrick Legrand. A comparison of fitness-case sampling methods for symbolic regression with genetic programming. EVOLVE 2014, Jul 2014, Beijing, China. pp.201-212, ⟨10.1007/978-3-319-07494-8_14⟩. ⟨hal-01060313⟩

Victor R. López-López, Leonardo Trujillo, Pierrick Legrand, Victor H. Díaz-Ramírez. Evaluation of Local Feature Extraction Methods Generated through Genetic Programming on Visual SLAM. Proceedings of the 2014 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC 2014), 2014, Ixtapa, Mexico. ⟨hal-01207508⟩

Adrien Todeschini, Francois Caron, Marc Fuentes, Pierrick Legrand, Pierre del Moral. Biips software: inference in Bayesian graphical models with sequential Monte Carlo methods. 21st International Conference on Computational Statistics (COMPSTAT 2014), European Regional Section of the IASC, Aug 2014, Genève, Switzerland. ⟨hal-01108399⟩

Emigdio Z-Flores, Leonardo Trujillo, Oliver Schuetze, Pierrick Legrand. Effects of local search in genetic programming. EVOLVE 2014, Jul 2014, Beijing, China. ⟨hal-01060315⟩

Laurent Vezard, Pierrick Legrand, Marie Chavent, Frederique Faita-Ainseba, Leonardo Trujillo. Detecting mental states of alertness with genetic algorithm variable selection. IEEE Congress on Evolutionary Computation (CEC) 2013, Jun 2013, Cancun, Mexico. pp.1247 - 1254. ⟨hal-00939851⟩

Adrien Todeschini, François Caron, Pierrick Legrand, Pierre del Moral. BiiPS : un logiciel pour l'inférence bayésienne dans les modèles graphiques utilisant des méthodes de Monte Carlo séquentielles. 1ères Rencontres R, Jul 2012, Bordeaux, France. ⟨hal-00717547⟩

Leonardo Trujillo, Yuliana Martinez, Edgar Galvan-Lopez, Pierrick Legrand. A Comparative Study of an Evolvability Indicator and a Predictor of Expected Performance for Genetic Programming. GECCO, Jul 2012, Philadelphie, United States. ⟨hal-00757266⟩

Zoé Sigrist, Pierrick Legrand, Eric Grivel, Benoit Alcoverro. Considering the measurement noise for a nonlinear system identification with evolutionary algorithms.. EUSIPCO 2012 - 20th European Signal Processing Conference, Aug 2012, Bucharest, Romania. pp.2114-2118. ⟨hal-00757231⟩

Leonardo Trujillo, Yuliana Martinez, Edgar Galvan-Lopez, Pierrick Legrand. A comparison of predictive measures of problem difficulty for classification with Genetic Programming. ERA 2012, Nov 2012, Tijuana, Mexico. ⟨hal-00757363⟩

Laurent Vezard, Pierrick Legrand, Marie Chavent, Frederique Faita-Ainseba. Sélection de variables par algorithme génétique pour l'étude d'états de vigilance. Journée Évolutionnaire Thématique, 23éme édition, Nov 2012, Paris, France. ⟨hal-00759420⟩

Laurent Vezard, Pierrick Legrand, Marie Chavent, Frederique Faita-Ainseba, Julien Clauzel. Classification of EEG signals by an evolutionary algorithm. COMPSTAT 2012 - 20th International Conference on Computational Statistics, Aug 2012, Limassol, Cyprus. ⟨hal-00757270⟩

Leonardo Trujillo, Yuliana Martinez, Edgar Galvan-Lopez, Pierrick Legrand. Predicting Problem Difficulty for Genetic Programming Applied to Data Classification. Gecco 2011, Jul 2011, Dublin, Ireland. pp.1355-1362, ⟨10.1145/2001576.2001759⟩. ⟨hal-00643358⟩

Leonardo Trujillo, Sara Silva, Pierrick Legrand, Leonardo Vanneschi. An empirical study of functional complexity as an indicator of overfitting in Genetic Programming. EuroGP, Apr 2011, Turin, Italy. pp.262-273, ⟨10.1007/978-3-642-20407-4_23⟩. ⟨hal-00642530⟩

Laurent Vezard, Marie Chavent, Pierrick Legrand, Frederique Faita-Ainseba, Julien Clauzel. Caractérisation d'états psychophysiologiques par classification de signaux EEG. Intégration de ces résultats dans le projet PSI.. Journée AFIM : électroencéphalographie et composition musicale, Jun 2011, Talence, France. ⟨hal-00649520⟩

Vincent Corretja, Pierrick Legrand, Eric Grivel, Jacques Lévy-Vehel. Relevance of the Hölderian regularity-based interpolation for range-Doppler ISAR image post-processing.. RADAR 2011: 6th International Conference on Radar, Oct 2011, Chengdu, China. ⟨hal-00643369⟩

Leonardo Trujillo, Pierrick Legrand, Gustavo Olague, Cynthia Pérez. Optimization of the Hölder Image Descriptor using a Genetic Algorithm. GECCO 2010. Best paper award in "Real world applications"., Jul 2010, Portland Oregon, United States. pp.1147-1154. ⟨inria-00534457⟩

Jean Baptiste Burie, Agnes Calonnec, Maud Charron, Pierrick Legrand. Modeling and simulated a fungal disease epidemic over a heterogeneous plot. CMPD 3, May 2010, Bordeaux, France. ⟨inria-00534465⟩

Leonardo Trujillo, Pierrick Legrand, Jacques Lévy Véhel. The estimation of Hölderian regularity using genetic programming. Genetic and Evolutionary Computation Conference (GECCO 2010). Best Paper Award in "Genetic Programming", Jul 2010, Portland Oregon, United States. pp.861-868. ⟨inria-00538943⟩

Pierrick Legrand. Le réglage par algorithmes évolutionnaires des implants cochléaire. Congrès international JAN09: 9e journée d'Analyse Numérique et d'Optimisation, Dec 2008, Mohammedia, Maroc. ⟨hal-00385739⟩

Pierrick Legrand. Evolution interactive pour le réglage d'implants cochléaires.. Congrès suisse des audioprothésistes, 2008, Berne, Suisse. ⟨hal-00296788⟩

M. Cherif, Pierrick Legrand. Sensorless monitoring of CFRP drilling. Proceedings of the 17th International Conference on Manufacturing Systems ICMAS, 2008, France. pp.ISSN 1842-3183. ⟨hal-00297440⟩

Pierrick Legrand. Ondelettes discrètes pour une interpolation de signaux conservant la régularité Hölderienne. Application à la modélisation du frottement pneumatique-chaussé.. Séminaire TISIC: Traitement de l'Information, Signal, Image, Connaissance n°9: Temps fréquence, temps échelle, 2007, Lyon, France. ⟨hal-00297158⟩

Claire Bourgeois-Republique, P. Collet, Bruno Frachet, Esther Harboun-Cohen, Pierrick Legrand, et al.. Preliminary results on automatic cochlear implant fitting using an interactive evolutionary algorithm. 9th International Conference on Cochlear implants and related Sciences, 2006, Vienne, Austria. ⟨hal-00297457⟩

Jacques Lévy Véhel, Pierrick Legrand. Hölderian regularity-based image interpolation. ICASSP 06, International Conference on Acoustics, Speech, and Signal Processing, 2006, Toulouse, France. pp.852-855, ⟨10.1109/ICASSP.2006.1660788⟩. ⟨hal-00297218⟩

Pierrick Legrand, Evelyne Lutton, Gustavo Olague. Evolutionary denoising based on an estimation of Hölder exponents with oscillations.. EvoIASP 2006 - 8th European Workshop on Evolutionary Computation in Image Analysis and Signal Processing, Apr 2006, Budapest, Hungary. pp.520-524, ⟨10.1007/11732242_49⟩. ⟨hal-00294873⟩

Pierrick Legrand, Jacques Lévy Véhel, Do Minh Tan. Fractal properties and characterization of road profiles. FRACTAL04, Complexity and Fractals in Nature, 8th International Multidisciplinary Conference, Apr 2004, Vancouver, Canada. pp.189-198. ⟨inria-00576467⟩

Jacques Lévy Véhel, Pierrick Legrand. Signal and Image processing with FracLab. FRACTAL04, Complexity and Fractals in Nature, 8th International Multidisciplinary Conference, Apr 2004, Vancouver, Canada. pp.321-322. ⟨inria-00576466⟩

Jacques Lévy Véhel, Pierrick Legrand. Bayesian multifractal signal denoising. ICASSP03, IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2003, Hong-Kong, China. ⟨inria-00576482⟩

Pierrick Legrand, Jacques Lévy Véhel. Local regularity-based interpolation. WAVELET X, Part of SPIE's Symposium on Optical Science and Technology, SPIE, Aug 2003, San Diego, United States. ⟨inria-00576479⟩

Pierrick Legrand, Jacques Lévy Véhel. Interpolation de signaux par conservation de la régularité Hölderienne. GRETSI03, 19 th GRETSI Symposium on Signal and Image Processing, Sep 2003, Paris, France. ⟨inria-00576477⟩

Pierrick Legrand, Jacques Lévy Véhel. Local regularity-based image denoising. ICIP03, IEEE International Conference on Image Processing, Sep 2003, Barcelona, Spain. pp.377-380. ⟨inria-00576475⟩

Anaïs Gayte-Papon de Lameigné, Pierrick Legrand, Jacques Lévy-Vehel. La modélisation de l'indemnisation du préjudice corporel. Florence G'sell. Le Big Data et le droit, Dalloz, pp.45-60, 2020, 978-2-247-18744-7. ⟨hal-02559847⟩

Uriel Lopez, Leonardo Trujillo, Yuliana Martinez, Pierrick Legrand, Enrique Naredo, et al.. RANSAC-GP: Dealing with Outliers in Symbolic Regression with Genetic Programming. Genetic Programming. EuroGP 2017. Lecture Notes in Computer Science, vol 10196. Springer, Cham, Springer, 2017. ⟨hal-01911448⟩

Trujillo Leonardo, Emigdio Z-Flores, Perla S. Juarez Smith, Pierrick Legrand, Sara Silva, et al.. Local Search is Underused in Genetic Programming. Ann Arbor. Genetic Programming Theory and Practice XIV, Springer, 2017. ⟨hal-01388426⟩

Pierrick Legrand, Laurent Vezard, Marie Chavent, Frédérique Faïta, Leonardo Trujillo. Feature extraction and classification of EEG signals. The use of a genetic algorithm for an application on alertness prediction.. Eduardo Miranda; Julien Castet; Benjamin Knapp. Guide to Brain-Computer Music Interfacing, Springer, 2014. ⟨hal-01060317⟩

Laurent Vezard, Pierrick Legrand, Marie Chavent, Frederique Faita-Ainseba, Julien Clauzel, et al.. Classification of EEG signals by evolutionary algorithm. Guillet, F. and Pinaud, B. and Venturini, G. and Zighed, D.A. Advances in Knowledge Discovery and Management Volume 4, 527, Springer, pp.133-153, 2014, Studies in Computational Intelligence, ISBN 978-3-319-02998-6. ⟨10.1007/978-3-319-02999-3_8⟩. ⟨hal-00939850⟩

Pierrick Legrand. Local Regularity and Multifractal methods for image and signal analysis. Scaling, Fractals and Wavelets, Abry P., Goncalves P., Lévy-Vehel J., 512 p., chapitre 11, 2009. ⟨hal-00294853⟩

Pierre Collet, Pierrick Legrand, Claire Bourgeois-Republique, Vincent Pean, Bruno Frachet. Using interactive evolutionary algorithms to help fit cochlear implants. Patrick Siarry. Optimization in Signal and Image Processing, Iste-Wiley, pp.329-384, 2009. ⟨hal-00409853⟩

P. Collet, Pierrick Legrand, Claire Bourgeois-Republique, Vincent Pean, Bruno Frachet. Aide au paramétrage d'implants cochléaires par algorithme évolutionnaire interactif.. Optimisation en traitement du signal et de l'image, Traité IC2, Hermès-Lavoisier, Chapitre 13, 2006. ⟨hal-00294843⟩

Lhassane Idoumghar, Pierrick Legrand, Arnaud Liefooghe, Evelyne Lutton, Nicolas Monmarché, et al.. Artificial Evolution: 14th International Conference, Évolution Artificielle, EA 2019, Mulhouse, France, October 29–30, 2019, Revised Selected Papers. Perrick Legrand. EA 2019 - 14th International Conference Evolution Artificielle, Oct 2019, Mulhouse, France. , LNCS - Lecture Notes in Computer Science (12052), Springer, pp.219, 2020, Artificial Evolution, 978-3-030-45714-3. ⟨10.1007/978-3-030-45715-0⟩. ⟨hal-03175883⟩

Evelyne Lutton, Pierrick Legrand, Pierre Parrend, Nicolas Monmarché, Marc Schoenauer. Artificial Evolution, 13th International Conference, Evolution Artificielle, EA 2017, Paris, France, October 25-27, 2017, Revised Selected Papers. LNCS - Lecture Notes in Computer Science (10764), Springer, 2018, Artificial Evolution, 978-3-319-78132-7. ⟨10.1007/978-3-319-78133-4⟩. ⟨hal-01910443⟩

Stephane Bonnevay, Pierrick Legrand, Nicolas Monmarché, Evelyne Lutton, Marc Schoenauer. Artificial Evolution 2015. EA 2015 - 12th International Conference, Evolution Artificielle, Oct 2016, Lyon, France. 9554, Springer, 2016, LNCS - Lecture Notes in Computer Science, ⟨10.1007/978-3-319-31471-6⟩. ⟨hal-01389072⟩

Oliver Schuetze, Leonardo Trujillo, Pierrick Legrand, Yazmin Maldonado. NEO 2015 - Numerical and Evolutionary Optimization: Results of the Numerical and Evolutionary Optimization Workshop NEO 2015 held at September 23-25 2015 in Tijuana, Mexico. NEO 2015 - Numerical and Evolutionary Optimization Workshop , Sep 2015, Tijuana, Mexico. Springer, 2016, Studies in Computational Intelligence. ⟨hal-01389071⟩

Pierrick Legrand, Marc-Michel Corsini, Jin-Kao Hao, Nicolas Monmarché, Evelyne Lutton, et al.. Artificial Evolution, 11th Internatioanl Conference, Evolution Artificielle, EA, 2013, Bordeaux, France, revised selected papers.. Pierrick Legrand; Marc-Michel Corsini; Jin-Kao HAo; Nicolas Monmarché; Evelyne Lutton; Marc Schoenauer. 11th International Conference, Evolution Artificielle, EA 2013, Oct 2013, Bordeaux, France. 8752, Springer, pp.260, 2014, LNCS - Lecture Notes in Computer Science, 978-3-319-11683-9. ⟨10.1007/978-3-319-11683-9⟩. ⟨hal-01060324⟩

Oliver Schuetze, Carlos Coello Coello, Alexandru-Adrian Tantar, Emilia Tantar, Pascal Bouvry, et al.. EVOLVE - A bridge between Probability , Set Oriented Numerics, and Evolutionary Computation II.. Oliver Schütze; Carlos Coello Coello; Alexandru-Adrian Tantar; Emilia Tantar; Pascal Bouvry; Pierre Del-Moral; Pierrick Legrand. France. 175, Springer, pp.508, 2013, ⟨10.1007/978-3-642-31519-0⟩. ⟨hal-01060421⟩

Oliver Schuetze, Carlos Coello Coello, Alexandru-Adrian Tantar, Emilia Tantar, Pascal Bouvry, et al.. EVOLVE - A bridge between Probability , Set Oriented Numerics, and Evolutionary Computation III.. Oliver Schütze, Carlos Coello Coello, Alexandru-Adrian Tantar, Emilia Tantar, Pascal Bouvry, Pierre Del-Moral, Pierrick Legrand. France. 500, Springer, pp.300, 2013. ⟨hal-01060418⟩

Emilia Tantar, Alexandru-Adrian Tantar, Pascal Bouvry, Pierre del Moral, Pierrick Legrand, et al.. EVOLVE - A bridge between Probability , Set Oriented Numerics, and Evolutionary Computation.. Emilia Tantar; Alexandru-Adrian Tantar; Pascal Bouvry; Pierre Del-Moral; Pierrick Legrand; Carlos Coello Coello; Oliver Schütze. France. 447, Springer, pp.412, 2013, 978-3-642-32726-1. ⟨hal-01060424⟩

Michael Emmerich, André Deutz, Oliver Schuetze, Thomas Back, Emilia Tantar, et al.. EVOLVE - A bridge between Probability , Set Oriented Numerics, and Evolutionary Computation IV.. Michael Emmerich, André Deutz, Oliver Shütze, Thomas Back, Emilia Tantar, Alexandru-Adrian Tantar, Pierre Del Moral, Pierrick Legrand, Pascal Bouvry, Carlos Coello Coello. France. 227, Springer, pp.300, 2013. ⟨hal-01060389⟩

Jin-Kao Hao, Pierrick Legrand, Pierre Collet, Nicolas Monmarché, Evelyne Lutton, et al.. Artificial Evolution 2011 : 10th International Conference, Evolution Artificielle, EA 2011, Angers, France, October 24-26, 2011, Revised Selected Papers. France. 7401, Springer, 229 p., 2012, Lecture Notes in Computer Science, ⟨10.1007/978-3-642-35533-2_15⟩. ⟨hal-00643404⟩

Jin-Kao Hao, Pierrick Legrand, Pierre Collet, Nicolas Monmarché, Evelyne Lutton, et al.. Artificial Evolution - 10th International Conference, Evolution Artificielle, EA 201. Revised Selected Papers. Springer, 2012, Lecture Notes in Computer Science, 978-3-642-35532-5. ⟨10.1007/978-3-642-35533-2⟩. ⟨hal-03256241⟩

Jin-Kao Hao, Pierrick Legrand, Pierre Collet, Nicolas Monmarché, Evelyne Lutton, et al.. Proceedings of Artificial Evolution. EA - Springer, 2011. ⟨hal-01067820⟩

Pierre Collet, Pierrick Legrand, Nicolas Monmarché, Marc Schoenauer, Evelyne Lutton. Artificial Evolution, 9th international Conference, Evolution Artificielles. France. LNCS - Springer, 2010. ⟨hal-01067814⟩

Pierre Collet, Nicolas Monmarché, Pierrick Legrand, Marc Schoenauer, Evelyne Lutton. Evolution Artificielle 2009. Pierre Collet, Nicolas Monmarché, Pierrick Legrand, Marc Schoenauer, Evelyne Lutton. LNCS 5975, Springer, pp.163, 2010, 978-3-642-14155-3. ⟨hal-00643446⟩

Emigdio Z-Flores, Leonardo Trujillo, Pierrick Legrand, Frédérique Faïta-Aïnseba. EEG Feature Extraction using Genetic Programming for the Classification of Mental States (under review GPEM). 2018. ⟨hal-01909128⟩

Laurent Vezard, Pierrick Legrand, Marie Chavent, Frederique Faita-Ainseba, Trujillo Leonardo. EEG classification for the detection of mental states. 2014. ⟨hal-01111238⟩

Enrique Naredo, Trujillo Leonardo, Pierrick Legrand. Evolving Genetic Programming Classifiers with Novelty Search. 2014. ⟨hal-01111234⟩

Adrien Todeschini, Francois Caron, Marc Fuentes, Pierrick Legrand, Pierre del Moral. Biips: Software for Bayesian Inference with Interacting Particle Systems. 2014. ⟨hal-01096065⟩

Pierrick Legrand. Débruitage et interpolation par analyse de la régularité Hölderienne. Application à la modélisation du frottement pneumatique-chaussée.. Traitement du signal et de l'image [eess.SP]. Ecole Centrale de Nantes (ECN); Université de Nantes, 2004. Français. ⟨tel-00643450⟩

Pierrick Legrand. Artificial evolution, fractal analysis and applications. Artificial Intelligence [cs.AI]. Université de Bordeaux, 2019. ⟨tel-02429815⟩