Mauro Birattari

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	All	Since 2016
Citations	24794	10485
h-index	48	33
i10-index	128	88

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Marco DorigoFNRS Research Director, IRIDIA, Université Libre de BruxellesVerified email at ulb.ac.be
Thomas StützleF.R.S.-FNRS Research Director, Université Libre de Bruxelles (ULB)Verified email at ulb.ac.be
Carlo PinciroliWorcester Polytechnic Institute, USAVerified email at pinciroli.net
Gianluca BontempiFull professor of Machine Learning, ULBVerified email at ulb.ac.be
Manuele BrambillaProphesee, IRIDIA-ULBVerified email at iridia.ulb.ac.be
Eliseo FerranteVrije Universiteit Amsterdam & Technology Innovation Institute (Abu Dhabi)Verified email at vu.nl
Prasanna BalaprakashComputer Scientist, Argonne National LaboratoryVerified email at mcs.anl.gov
Hugues BersiniProfessor of Computer Science - Université Libre de BruxellesVerified email at ulb.ac.be
Marco A. Montes de OcaXandr & Northeastern UniversityVerified email at montes-de-oca.com
Paola PellegriniUniversité Gustave EiffelVerified email at pellegrini.it
Gianpiero FrancescaToyota Motor Europe & IRIDIA CoDE, Université Libre de BruxellesVerified email at ulb.ac.be
Andrea RoliDept. of Computer Science and Engineering (DISI), Campus of Cesena, Università di BolognaVerified email at unibo.it
Manuel López-IbáñezUniversity of Málaga, Spain /// Alliance Manchester Business School, University of Manchester, UKVerified email at uma.es
Vito TrianniResearcher at the Institute of Cognitive Sciences and Technologies, National Research CouncilVerified email at istc.cnr.it
Lorenzo GarattoniIRIDIA CoDE, Université Libre de BruxellesVerified email at ulb.ac.be
Anders Lyhne ChristensenSDU Biorobotics, MMMI, University of Southern Denmark (SDU)Verified email at mmmi.sdu.dk
Gianni A. Di CaroCarnegie Mellon University (CMU)Verified email at cmu.edu
Carlotta PiscopoUniversité libre de BruxellesVerified email at iridia.ulb.ac.be

Mauro Birattari

F.R.S.–FNRS Research Director, IRIDIA, Université Libre de Bruxelles

Verified email at ulb.ac.be - Homepage

swarm intelligence swarm robotics evolutionary robotics automatic design


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Ant colony optimization: Artificial ants as a computational intelligence technique M Dorigo, M Birattari, T Stutzle IEEE computational intelligence magazine 1 (4), 28-39, 2006	13302	2006
Swarm robotics: a review from the swarm engineering perspective M Brambilla, E Ferrante, M Birattari, M Dorigo Swarm Intelligence 7 (1), 1-41, 2013	1145	2013
The irace package: Iterated racing for automatic algorithm configuration M López-Ibáñez, J Dubois-Lacoste, LP Cáceres, M Birattari, T Stützle Operations Research Perspectives 3, 43-58, 2016	1022	2016
A Racing Algorithm for Configuring Metaheuristics. M Birattari, T Stützle, L Paquete, K Varrentrapp Gecco 2 (2002), 2002	654	2002
Swarmanoid: A novel concept for the study of heterogeneous robotic swarms M Dorigo, D Floreano, LM Gambardella, F Mondada, S Nolfi, T Baaboura, ... IEEE Robotics & Automation Magazine 1070 (9932/13), 2013	392	2013
F-race and iterated F-race: An overview M Birattari, Z Yuan, P Balaprakash, T Stützle Experimental methods for the analysis of optimization, 2010	380	2010
ARGoS: a modular, parallel, multi-engine simulator for multi-robot systems C Pinciroli, V Trianni, R O’Grady, G Pini, A Brutschy, M Brambilla, ... Swarm intelligence 6 (4), 271-295, 2012	376	2012
Tuning metaheuristics: a machine learning perspective M Birattari Springer, 2009	371	2009
Frankenstein's PSO: a composite particle swarm optimization algorithm MA Montes de Oca, T Stutzle, M Birattari, M Dorigo Evolutionary Computation, IEEE Transactions on 13 (5), 1120-1132, 2009	337*	2009
Model-based search for combinatorial optimization: A critical survey M Zlochin, M Birattari, N Meuleau, M Dorigo Annals of Operations Research 131 (1-4), 373-395, 2004	323	2004
Lazy learning for local modelling and control design G Bontempi, M Birattari, H Bersini International Journal of Control 72 (7-8), 643-658, 1999	314	1999
A comparison of the performance of different metaheuristics on the timetabling problem O Rossi-Doria, M Sampels, M Birattari, M Chiarandini, M Dorigo, ... International conference on the practice and theory of automated timetabling …, 2002	278	2002
Improvement strategies for the F-Race algorithm: Sampling design and iterative refinement P Balaprakash, M Birattari, T Stützle International workshop on hybrid metaheuristics, 108-122, 2007	251	2007
Swarm intelligence M Dorigo, M Birattari Scholarpedia 2 (9), 1462, 2007	243	2007
The problem of tuning metaheuristics as seen from a machine learning perspective M Birattari Université libre de Bruxelles, 2004	182	2004
An effective hybrid algorithm for university course timetabling M Chiarandini, M Birattari, K Socha, O Rossi-Doria Journal of Scheduling 9 (5), 403-432, 2006	180	2006
Hybrid metaheuristics for the vehicle routing problem with stochastic demands L Bianchi, M Birattari, M Chiarandini, M Manfrin, M Mastrolilli, L Paquete, ... Journal of Mathematical Modelling and Algorithms 5 (1), 91-110, 2006	176	2006
Parallel ant colony optimization for the traveling salesman problem M Manfrin, M Birattari, T Stützle, M Dorigo 5th International Workshop, ANTS, 1161-1172, 2006	160	2006
Parameter adaptation in ant colony optimization T Stützle, M López-Ibánez, P Pellegrini, M Maur, M Montes de Oca, ... Autonomous Search, 191-215, 2012	150	2012
Lazy learning meets the recursive least squares algorithm M Birattari, G Bontempi, H Bersini Advances in neural information processing systems, 375-381, 1999	148	1999

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