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| 2012 | ||
|---|---|---|
| 75 | Paola Pellegrini, Thomas Stützle, Mauro Birattari: A critical analysis of parameter adaptation in ant colony optimization. Swarm Intelligence 6(1): 23-48 (2012) | |
| 74 | Zhi Yuan, Marco Antonio Montes de Oca, Mauro Birattari, Thomas Stützle: Continuous optimization algorithms for tuning real and integer parameters of swarm intelligence algorithms. Swarm Intelligence 6(1): 49-75 (2012) | |
| 2011 | ||
| 73 | Andrea Roli, Mattia Manfroni, Carlo Pinciroli, Mauro Birattari: On the Design of Boolean Network Robots. EvoApplications (1) 2011: 43-52 | |
| 72 | Gianpiero Francesca, Paola Pellegrini, Thomas Stützle, Mauro Birattari: Off-line and On-line Tuning: A Study on Operator Selection for a Memetic Algorithm Applied to the QAP. EvoCOP 2011: 203-214 | |
| 71 | Arne Brutschy, Nam-Luc Tran, Nadir Baiboun, Marco Frison, Giovanni Pini, Andrea Roli, Marco Dorigo, Mauro Birattari: Costs and Benefits of Behavioral Specialization. TAROS 2011: 90-101 | |
| 70 | Paola Pellegrini, Mauro Birattari: Out-of-the-Box and Custom Implementation of Metaheuristics. A Case Study: The Vehicle Routing Problem with Stochastic Demand. Intelligent Computational Optimization in Engineering 2011: 273-295 | |
| 69 | Andrea Roli, Mattia Manfroni, Carlo Pinciroli, Mauro Birattari: Boolean network robotics: a proof of concept CoRR abs/1101.6001: (2011) | |
| 68 | Marco Dorigo, Mauro Birattari, Gianni Di Caro, René Doursat, Andries Petrus Engelbrecht, Luca Maria Gambardella, Roderich Groß, Erol Sahin, Thomas Stützle: ANTS 2010 special issue - Editorial. Swarm Intelligence 5(3-4): 143-147 (2011) | |
| 67 | Giovanni Pini, Arne Brutschy, Marco Frison, Andrea Roli, Marco Dorigo, Mauro Birattari: Task partitioning in swarms of robots: an adaptive method for strategy selection. Swarm Intelligence 5(3-4): 283-304 (2011) | |
| 66 | Marco Antonio Montes de Oca, Eliseo Ferrante, Alexander Scheidler, Carlo Pinciroli, Mauro Birattari, Marco Dorigo: Majority-rule opinion dynamics with differential latency: a mechanism for self-organized collective decision-making. Swarm Intelligence 5(3-4): 305-327 (2011) | |
| 2010 | ||
| 65 | Marco Dorigo, Mauro Birattari, Gianni A. Di Caro, René Doursat, Andries Petrus Engelbrecht, Dario Floreano, Luca Maria Gambardella, Roderich Groß, Erol Sahin, Hiroki Sayama, Thomas Stützle: Swarm Intelligence - 7th International Conference, ANTS 2010, Brussels, Belgium, September 8-10, 2010. Proceedings Springer 2010 | |
| 64 | Zhi Yuan, Marco Antonio Montes de Oca, Mauro Birattari, Thomas Stützle: Modern Continuous Optimization Algorithms for Tuning Real and Integer Algorithm Parameters. ANTS Conference 2010: 203-214 | |
| 63 | Paola Pellegrini, Thomas Stützle, Mauro Birattari: Off-line vs. On-line Tuning: A Study on MAX-MIN\mathcal{MAX--MIN} Ant System for the TSP. ANTS Conference 2010: 239-250 | |
| 62 | Marco Antonio Montes de Oca, Eliseo Ferrante, Nithin Mathews, Mauro Birattari, Marco Dorigo: Opinion Dynamics for Decentralized Decision-Making in a Robot Swarm. ANTS Conference 2010: 251-262 | |
| 61 | Marco Frison, Nam-Luc Tran, Nadir Baiboun, Arne Brutschy, Giovanni Pini, Andrea Roli, Marco Dorigo, Mauro Birattari: Self-organized Task Partitioning in a Swarm of Robots. ANTS Conference 2010: 287-298 | |
| 60 | Eliseo Ferrante, Manuele Brambilla, Mauro Birattari, Marco Dorigo: "Look out!": Socially-Mediated Obstacle Avoidance in Collective Transport. ANTS Conference 2010: 572-573 | |
| 59 | Wilhelm Schäfer, Mauro Birattari, Johannes Blömer, Marco Dorigo, Gregor Engels, Rehan O'Grady, Marco Platzner, Franz-Josef Rammig, Wolfgang Reif, Ansgar Trächtler: Engineering self-coordinating software intensive systems. FoSER 2010: 321-324 | |
| 58 | Zhi Yuan, Thomas Stützle, Mauro Birattari: MADS/F-Race: Mesh Adaptive Direct Search Meets F-Race. IEA/AIE (1) 2010: 41-50 | |
| 57 | Eliseo Ferrante, Ali Emre Turgut, Nithin Mathews, Mauro Birattari, Marco Dorigo: Flocking in Stationary and Non-stationary Environments: A Novel Communication Strategy for Heading Alignment. PPSN (2) 2010: 331-340 | |
| 56 | Marco Antonio Montes de Oca, Thomas Stützle, Mauro Birattari, Marco Dorigo: Incremental Social Learning Applied to a Decentralized Decision-Making Mechanism: Collective Learning Made Faster. SASO 2010: 243-252 | |
| 55 | Marco Dorigo, Mauro Birattari: Ant Colony Optimization. Encyclopedia of Machine Learning 2010: 36-39 | |
| 54 | Marco Dorigo, Mauro Birattari, Thomas Stützle: Metaheuristic. Encyclopedia of Machine Learning 2010: 662 | |
| 53 | Prasanna Balaprakash, Mauro Birattari, Thomas Stützle, Marco Dorigo: Estimation-based metaheuristics for the probabilistic traveling salesman problem. Computers & OR 37(11): 1939-1951 (2010) | |
| 52 | C. Twomey, Thomas Stützle, Marco Dorigo, Max Manfrin, Mauro Birattari: An analysis of communication policies for homogeneous multi-colony ACO algorithms. Inf. Sci. 180(12): 2390-2404 (2010) | |
| 2009 | ||
| 51 | Mauro Birattari: Tuning Metaheuristics - A Machine Learning Perspective Springer 2009: 1-201 | |
| 50 | Thomas Stützle, Mauro Birattari, Holger H. Hoos: Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics, Second International Workshop, SLS 2009, Brussels, Belgium, September 3-4, 2009. Proceedings Springer 2009 | |
| 49 | Giovanni Pini, Arne Brutschy, Mauro Birattari, Marco Dorigo: Interference Reduction through Task Partitioning in a Robotic Swarm - Or: "Don't you Step on My Blue Suede Shoes!". ICINCO-RA 2009: 52-59 | |
| 48 | Matteo Gagliolo, Catherine Legrand, Mauro Birattari: Mixed-Effects Modeling of Optimisation Algorithm Performance. SLS 2009: 150-154 | |
| 47 | Prasanna Balaprakash, Mauro Birattari, Thomas Stützle, Marco Dorigo: Adaptive sample size and importance sampling in estimation-based local search for the probabilistic traveling salesman problem. European Journal of Operational Research 199(1): 98-110 (2009) | |
| 46 | Marco Antonio Montes de Oca, Thomas Stützle, Mauro Birattari, Marco Dorigo: Frankenstein's PSO: A Composite Particle Swarm Optimization Algorithm. IEEE Trans. Evolutionary Computation 13(5): 1120-1132 (2009) | |
| 45 | Prasanna Balaprakash, Mauro Birattari, Thomas Stützle, Zhi Yuan, Marco Dorigo: Estimation-based ant colony optimization and local search for the probabilistic traveling salesman problem. Swarm Intelligence 3(3): 223-242 (2009) | |
| 2008 | ||
| 44 | Marco Dorigo, Mauro Birattari, Christian Blum, Maurice Clerc, Thomas Stützle, Alan F. T. Winfield: Ant Colony Optimization and Swarm Intelligence, 6th International Conference, ANTS 2008, Brussels, Belgium, September 22-24, 2008. Proceedings Springer 2008 | |
| 43 | Antoine Decugnière, Benjamin Poulain, Alexandre Campo, Carlo Pinciroli, Bruno Tartini, Michel Osée, Marco Dorigo, Mauro Birattari: Enhancing the Cooperative Transport of Multiple Objects. ANTS Conference 2008: 307-314 | |
| 42 | Carlo Pinciroli, Mauro Birattari, Elio Tuci, Marco Dorigo, Marco del Rey Zapatero, Tamas Vinko, Dario Izzo: Lattice Formation in Space for a Swarm of Pico Satellites. ANTS Conference 2008: 347-354 | |
| 41 | Renaud Lenne, Christine Solnon, Thomas Stützle, Eric Tannier, Mauro Birattari: Reactive Stochastic Local Search Algorithms for the Genomic Median Problem. EvoCOP 2008: 266-276 | |
| 40 | Prasanna Balaprakash, Mauro Birattari, Thomas Stützle: Engineering Stochastic Local Search Algorithms: A Case Study in Estimation-Based Local Search for the Probabilistic Travelling Salesman Problem. Recent Advances in Evolutionary Computation for Combinatorial Optimization 2008: 53-66 | |
| 39 | Anders Lyhne Christensen, Rehan O'Grady, Mauro Birattari, Marco Dorigo: Fault detection in autonomous robots based on fault injection and learning. Auton. Robots 24(1): 49-67 (2008) | |
| 38 | Mauro Birattari, Prasanna Balaprakash, Thomas Stützle, Marco Dorigo: Estimation-Based Local Search for Stochastic Combinatorial Optimization Using Delta Evaluations: A Case Study on the Probabilistic Traveling Salesman Problem. INFORMS Journal on Computing 20(4): 644-658 (2008) | |
| 37 | Carlotta Piscopo, Mauro Birattari: The Metaphysical Character of the Criticisms Raised Against the Use of Probability for Dealing with Uncertainty in Artificial Intelligence. Minds and Machines 18(2): 273-288 (2008) | |
| 2007 | ||
| 36 | Thomas Stützle, Mauro Birattari, Holger H. Hoos: Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics, International Workshop, SLS 2007, Brussels, Belgium, September 6-8, 2007, Proceedings Springer 2007 | |
| 35 | Anders Lyhne Christensen, Rehan O'Grady, Mauro Birattari, Marco Dorigo: Automatic Synthesis of Fault Detection Modules for Mobile Robots. AHS 2007: 693-700 | |
| 34 | Anders Lyhne Christensen, Rehan O'Grady, Mauro Birattari, Marco Dorigo: Exogenous Fault Detection in a Collective Robotic Task. ECAL 2007: 555-564 | |
| 33 | Prasanna Balaprakash, Mauro Birattari, Thomas Stützle: Improvement Strategies for the F-Race Algorithm: Sampling Design and Iterative Refinement. Hybrid Metaheuristics 2007: 108-122 | |
| 32 | Paola Pellegrini, Mauro Birattari: Implementation Effort and Performance. SLS 2007: 31-45 | |
| 31 | Mauro Birattari, Paola Pellegrini, Marco Dorigo: On the Invariance of Ant Colony Optimization. IEEE Trans. Evolutionary Computation 11(6): 732-742 (2007) | |
| 30 | Mauro Birattari, Marco Dorigo: How to assess and report the performance of a stochastic algorithm on a benchmark problem: mean or best result on a number of runs? Optimization Letters 1(3): 309-311 (2007) | |
| 29 | Marco Dorigo, Mauro Birattari: Swarm intelligence. Scholarpedia 2(9): 1462 (2007) | |
| 2006 | ||
| 28 | Marco Dorigo, Luca Maria Gambardella, Mauro Birattari, Alcherio Martinoli, Riccardo Poli, Thomas Stützle: Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, Brussels, Belgium, September 4-7, 2006, Proceedings Springer 2006 | |
| 27 | Marco Antonio Montes de Oca, Thomas Stützle, Mauro Birattari, Marco Dorigo: A Comparison of Particle Swarm Optimization Algorithms Based on Run-Length Distributions. ANTS Workshop 2006: 1-12 | |
| 26 | Prasanna Balaprakash, Mauro Birattari, Thomas Stützle, Marco Dorigo: Incremental Local Search in Ant Colony Optimization: Why It Fails for the Quadratic Assignment Problem. ANTS Workshop 2006: 156-166 | |
| 25 | Alexandre Campo, Shervin Nouyan, Mauro Birattari, Roderich Groß, Marco Dorigo: Negotiation of Goal Direction for Cooperative Transport. ANTS Workshop 2006: 191-202 | |
| 24 | Mauro Birattari, Paola Pellegrini, Marco Dorigo: On the Invariance of Ant System. ANTS Workshop 2006: 215-223 | |
| 23 | Max Manfrin, Mauro Birattari, Thomas Stützle, Marco Dorigo: Parallel Ant Colony Optimization for the Traveling Salesman Problem. ANTS Workshop 2006: 224-234 | |
| 22 | Jodelson A. Sabino, Thomas Stützle, Mauro Birattari, José Eugênio Leal: ACO Applied to Switch Engine Scheduling in a Railroad Yard. ANTS Workshop 2006: 502-503 | |
| 21 | Mauro Birattari, Mark Zlochin, Marco Dorigo: Towards a theory of practice in metaheuristics design: A machine learning perspective. ITA 40(2): 353-369 (2006) | |
| 20 | Leonora Bianchi, Mauro Birattari, Marco Chiarandini, Max Manfrin, Monaldo Mastrolilli, Luis Paquete, Olivia Rossi-Doria, Tommaso Schiavinotto: Hybrid Metaheuristics for the Vehicle Routing Problem with Stochastic Demands. J. Math. Model. Algorithms 5(1): 91-110 (2006) | |
| 19 | Marco Chiarandini, Mauro Birattari, Krzysztof Socha, Olivia Rossi-Doria: An effective hybrid algorithm for university course timetabling. J. Scheduling 9(5): 403-432 (2006) | |
| 2005 | ||
| 18 | Shervin Nouyan, Roberto Ghizzioli, Mauro Birattari, Marco Dorigo: An Insect-Based Algorithm for the Dynamic Task Allocation Problem. KI 19(4): 25-31 (2005) | |
| 17 | Mauro Birattari: The problem of tuning metaheuristics: as seen from the machine learning perspective. Brussels, Univ. 2005: 1-292 | |
| 2004 | ||
| 16 | Marco Dorigo, Mauro Birattari, Christian Blum, Luca Maria Gambardella, Francesco Mondada, Thomas Stützle: Ant Colony Optimization and Swarm Intelligence, 4th International Workshop, ANTS 2004, Brussels, Belgium, September 5 - 8, 2004, Proceedings Springer 2004 | |
| 15 | Leonora Bianchi, Mauro Birattari, Marco Chiarandini, Max Manfrin, Monaldo Mastrolilli, Luis Paquete, Olivia Rossi-Doria, Tommaso Schiavinotto: Applications Metaheuristics for the Vehicle Routing Problem with Stochastic Demands. PPSN 2004: 450-460 | |
| 14 | Mark Zlochin, Mauro Birattari, Nicolas Meuleau, Marco Dorigo: Model-Based Search for Combinatorial Optimization: A Critical Survey. Annals OR 131(1-4): 373-395 (2004) | |
| 2002 | ||
| 13 | Mauro Birattari, Gianni Di Caro, Marco Dorigo: Toward the Formal Foundation of Ant Programming. Ant Algorithms 2002: 188-201 | |
| 12 | Carlotta Piscopo, Mauro Birattari: Invention vs. Discovery. Discovery Science 2002: 457-462 | |
| 11 | Marco Dorigo, Mark Zlochin, Nicolas Meuleau, Mauro Birattari: Updating ACO Pheromones Using Stochastic Gradient Ascent and Cross-Entropy Methods. EvoWorkshops 2002: 21-30 | |
| 10 | Mauro Birattari, Thomas Stützle, Luis Paquete, Klaus Varrentrapp: A Racing Algorithm for Configuring Metaheuristics. GECCO 2002: 11-18 | |
| 9 | Olivia Rossi-Doria, Michael Sampels, Mauro Birattari, Marco Chiarandini, Marco Dorigo, Luca Maria Gambardella, Joshua D. Knowles, Max Manfrin, Monaldo Mastrolilli, Ben Paechter, Luis Paquete, Thomas Stützle: A Comparison of the Performance of Different Metaheuristics on the Timetabling Problem. PATAT 2002: 329-354 | |
| 8 | Edy Bertolissi, Mauro Birattari, Gianluca Bontempi, Antoine Duchâteau, Hugues Bersini: Data-driven techniques for direct adaptive control: the lazy and the fuzzy approaches. Fuzzy Sets and Systems 128(1): 3-14 (2002) | |
| 2001 | ||
| 7 | Gianluca Bontempi, Hugues Bersini, Mauro Birattari: The local paradigm for modeling and control: from neuro-fuzzy to lazy learning. Fuzzy Sets and Systems 121(1): 59-72 (2001) | |
| 2000 | ||
| 6 | Gianluca Bontempi, Mauro Birattari: A multi-steap ahead prediction method based on local dynamic properties. ESANN 2000: 311-316 | |
| 5 | Gianluca Bontempi, Mauro Birattari, Hugues Bersini: A Model Selection Approach for Local Learning. AI Commun. 13(1): 41-48 (2000) | |
| 1999 | ||
| 4 | Gianluca Bontempi, Mauro Birattari, Hugues Bersini: Local Learning for Iterated Time-Series Prediction. ICML 1999: 32-38 | |
| 1998 | ||
| 3 | Gianluca Bontempi, Mauro Birattari, Hugues Bersini: Recursive Lazy Learning for Modeling and Control. ECML 1998: 292-303 | |
| 2 | Gianluca Bontempi, Mauro Birattari, Hugues Bersini: Lazy learning for control design. ESANN 1998: 73-78 | |
| 1 | Mauro Birattari, Gianluca Bontempi, Hugues Bersini: Lazy Learning Meets the Recursive Least Squares Algorithm. NIPS 1998: 375-381 | |
Colors in the list of coauthors
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