Mario Giacobini

Pablo Mesejo, Roberto Ugolotti, Ferdinando Di Cunto, Mario Giacobini, Stefano Cagnoni: Automatic hippocampus localization in histological images using Differential Evolution-based deformable models. Pattern Recognition Letters 34(3): 299-307 (2013)

Christian Darabos, Kinjal Desai, Richard Cowper-Sallari, Mario Giacobini, Britney E. Graham, Mathieu Lupien, Jason H. Moore: Inferring Human Phenotype Networks from Genome-Wide Genetic Associations. EvoBIO 2013: 23-34

Leonardo Vanneschi, William S. Bush, Mario Giacobini (Eds.): Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics - 11th European Conference, EvoBIO 2013, Vienna, Austria, April 3-5, 2013. Proceedings. Lecture Notes in Computer Science 7833, Springer 2013, isbn 978-3-642-37188-2

Christian Darabos, Mario Giacobini, Ting Hu, Jason H. Moore: Lévy-Flight Genetic Programming: Towards a New Mutation Paradigm. EvoBIO 2012: 38-49

Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini: Improving Phylogenetic Tree Interpretability by Means of Evolutionary Algorithms. EvoBIO 2012: 250-253

Mario Giacobini, Leonardo Vanneschi, William S. Bush (Eds.): Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics - 10th European Conference, EvoBIO 2012, Málaga, Spain, April 11-13, 2012. Proceedings. Lecture Notes in Computer Science 7246, Springer 2012, isbn 978-3-642-29065-7

Leonardo Vanneschi, Antonella Farinaccio, Giancarlo Mauri, Mauro Antoniotti, Paolo Provero, Mario Giacobini: A comparison of machine learning techniques for survival prediction in breast cancer. BioData Mining 4: 12 (2011)

Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini: Taxon ordering in phylogenetic trees by means of evolutionary algorithms. BioData Mining 4: 20 (2011)

Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini: Taxon ordering in phylogenetic trees: a workbench test. BMC Bioinformatics 12: 58 (2011)

Christian Darabos, Marco Tomassini, Ferdinando Di Cunto, Paolo Provero, Jason H. Moore, Mario Giacobini: Toward robust network based complex systems: from evolutionary cellular automata to biological models. Intelligenza Artificiale 5(1): 37-47 (2011)

Antonella Farinaccio, Leonardo Vanneschi, Paolo Provero, Giancarlo Mauri, Mario Giacobini: A New Evolutionary Gene Regulatory Network Reverse Engineering Tool. EvoBio 2011: 13-24

Christian Darabos, Ferdinando Di Cunto, Marco Tomassini, Jason H. Moore, Paolo Provero, Mario Giacobini: Validating a Threshold-Based Boolean Model of Regulatory Networks on a Biological Organism. EvoBio 2011: 59-68

Luca Ferreri, Ezio Venturino, Mario Giacobini: Do Diseases Spreading on Bipartite Networks Have Some Evolutionary Advantage? EvoBio 2011: 141-146

Roberto Ugolotti, Pablo Mesejo, Stefano Cagnoni, Mario Giacobini, Ferdinando Di Cunto: Automatic hippocampus localization in histological images using PSO-based deformable models. GECCO (Companion) 2011: 487-494

Sara Silva, James A. Foster, Miguel Nicolau, Penousal Machado, Mario Giacobini (Eds.): Genetic Programming - 14th European Conference, EuroGP 2011, Torino, Italy, April 27-29, 2011. Proceedings. Lecture Notes in Computer Science 6621, Springer 2011, isbn 978-3-642-20406-7

Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini (Eds.): Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics - 9th European Conference, EvoBIO 2011, Torino, Italy, April 27-29, 2011. Proceedings. Lecture Notes in Computer Science 6623, Springer 2011, isbn 978-3-642-20388-6

Leonardo Vanneschi, Antonella Farinaccio, Mario Giacobini, Giancarlo Mauri, Marco Antoniotti, Paolo Provero: Identification of Individualized Feature Combinations for Survival Prediction in Breast Cancer: A Comparison of Machine Learning Techniques. EvoBIO 2010: 110-121

Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini: Investigating Populational Evolutionary Algorithms to Add Vertical Meaning in Phylogenetic Trees. EvoBIO 2010: 240-247

Antonella Farinaccio, Leonardo Vanneschi, Mario Giacobini, Giancarlo Mauri, Paolo Provero: On the use of genetic programming for the prediction of survival in cancer. GECCO 2010: 163-170

Antonella Farinaccio, Leonardo Vanneschi, Paolo Provero, Giancarlo Mauri, Mario Giacobini: A Study on Gene Regulatory Network Reconstruction and Simulation. WIRN 2010: 235-242

Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini (Eds.): Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 8th European Conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010. Proceedings. Lecture Notes in Computer Science 6023, Springer 2010, isbn 978-3-642-12210-1

Christian Darabos, Mario Giacobini, Marco Tomassini, Paolo Provero, Ferdinando Di Cunto: Are Cells Really Operating at the Edge of Chaos? - A Case Study of Two Real-Life Regulatory Networks. ECAL (1) 2009: 281-288

Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini: Adding Vertical Meaning to Phylogenetic Trees by Artificial Evolution. ECAL (1) 2009: 329-336

Christian Darabos, Mario Giacobini, Marco Tomassini: Transient Perturbations on Scale-Free Boolean Networks with Topology Driven Dynamics. ECAL (1) 2009: 337-344

Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini (Eds.): Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 7th European Conference, EvoBIO 2009, Tübingen, Germany, April 15-17, 2009, Proceedings. Lecture Notes in Computer Science 5483, Springer 2009, isbn 978-3-642-01183-2

Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni A. Di Caro, Anikó Ekárt, Anna Esparcia-Alcázar, Muddassar Farooq, Andreas Fink, Penousal Machado, Jon McCormack, Michael O'Neill, Ferrante Neri, Mike Preuss, Franz Rothlauf, Ernesto Tarantino, Shengxiang Yang (Eds.): Applications of Evolutionary Computing, EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Tübingen, Germany, April 15-17, 2009. Proceedings. Lecture Notes in Computer Science 5484, Springer 2009, isbn 978-3-642-01128-3

Moshe Sipper, Mario Giacobini: Introduction to Special Section on Evolutionary Computation in Games. Genetic Programming and Evolvable Machines 9(4): 279-280 (2008)

Cecilia Di Chio, Paolo Di Chio, Mario Giacobini: An Evolutionary Game-Theoretical Approach to Particle Swarm Optimisation. EvoWorkshops 2008: 575-584

Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni Di Caro, Rolf Drechsler, Anikó Ekárt, Anna Esparcia-Alcázar, Muddassar Farooq, Andreas Fink, Jon McCormack, Michael O'Neill, Juan Romero, Franz Rothlauf, Giovanni Squillero, Sima Uyar, Shengxiang Yang (Eds.): Applications of Evolutionary Computing, EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog, Naples, Italy, March 26-28, 2008. Proceedings. Lecture Notes in Computer Science 4974, Springer 2008, isbn 978-3-540-78760-0

Christian Darabos, Mario Giacobini, Marco Tomassini: Performance and Robustness of Cellular Automata Computation on Irregular Networks. Advances in Complex Systems 10(supp01): 85-110 (2007)

Marco Tomassini, Leslie Luthi, Mario Giacobini, William B. Langdon: The structure of the genetic programming collaboration network. Genetic Programming and Evolvable Machines 8(1): 97-103 (2007)

Christian Darabos, Mario Giacobini, Marco Tomassini: Semi-synchronous Activation in Scale-Free Boolean Networks. ECAL 2007: 976-985

Leslie Luthi, Marco Tomassini, Mario Giacobini, William B. Langdon: The genetic programming collaboration network and its communities. GECCO 2007: 1643-1650

Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni Di Caro, Rolf Drechsler, Muddassar Farooq, Andreas Fink, Evelyne Lutton, Penousal Machado, Stefan Minner, Michael O'Neill, Juan Romero, Franz Rothlauf, Giovanni Squillero, Hideyuki Takagi, Sima Uyar, Shengxiang Yang (Eds.): Applications of Evolutinary Computing, EvoWorkshops 2007: EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog, Valencia, Spain, April11-13, 2007, Proceedings. Lecture Notes in Computer Science 4448, Springer 2007, isbn 978-3-540-71804-8

Christian Darabos, Mario Giacobini, Marco Tomassini: Scale-Free Automata Networks Are Not Robust in a Collective Computational Task. ACRI 2006: 512-521

Mario Giacobini, Mike Preuss, Marco Tomassini: Effects of Scale-Free and Small-World Topologies on Binary Coded Self-adaptive CEA. EvoCOP 2006: 86-98

Mario Giacobini, Marco Tomassini, Andrea Tettamanzi, Enrique Alba: Selection intensity in cellular evolutionary algorithms for regular lattices. IEEE Trans. Evolutionary Computation 9(5): 489-505 (2005)

Umberto Cerruti, Mario Giacobini, Ugo Merlone: A New Framework to Analyze Evolutionary 2 x 2 Symmetric Games. CIG 2005

Leslie Luthi, Mario Giacobini, Marco Tomassini: Synchronous and Asynchronous Network Evolution in a Population of Stubborn Prisoners. CIG 2005

Leslie Luthi, Mario Giacobini, Marco Tomassini: Emergence of Structure and Stability in the Prisoner's Dilemma on Networks. ECAL 2005: 665-674

Mario Giacobini, Marco Tomassini, Andrea Tettamanzi: Takeover time curves in random and small-world structured populations. GECCO 2005: 1333-1340

Mario Giacobini, Enrique Alba, Andrea Tettamanzi, Marco Tomassini: Modeling Selection Intensity for Toroidal Cellular Evolutionary Algorithms. GECCO (1) 2004: 1138-1149

Marco Tomassini, Mario Giacobini, Christian Darabos: Evolution of Small-World Networks of Automata for Computation. PPSN 2004: 672-681

Mario Giacobini, Marco Tomassini, Andrea Tettamanzi: Modeling Selection Intensity for Linear Cellular Evolutionary Algorithms. Artificial Evolution 2003: 345-356

Mario Giacobini, Enrique Alba, Marco Tomassini: Selection Intensity in Asynchronous Cellular Evolutionary Algorithms. GECCO 2003: 955-966

Mario Giacobini, Marco Tomassini, Leonardo Vanneschi: How Statistics Can Help In Limiting The Number Of Fitness Cases In Genetic Programming. GECCO 2002: 889

Mario Giacobini, Marco Tomassini, Leonardo Vanneschi: Limiting the Number of Fitness Cases in Genetic Programming Using Statistics. PPSN 2002: 371-380

Enrique Alba, Mario Giacobini, Marco Tomassini, Sergio Romero: Comparing Synchronous and Asynchronous Cellular Genetic Algorithms. PPSN 2002: 601-610

Umberto Cerruti, Mario Giacobini, Pierre Liardet: Prediction of Binary Sequences by Evolving Finite State Machines. Artificial Evolution 2001: 42-53