Mario Giacobini

92 papers A 8B 13C 1Journal 28Unranked 30

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Assessing the stability of herd productivity groups across lactation periods in automatic milking systems using multi-algorithm clustering. Comput. Electron. Agric. Karina Brotto Rebuli, Laura Ozella, Fernando Masía, Elisa Vrieze, Mario Giacobini
2025	J	`jnl`	Editorial introduction for the special issue on highlights of genetic programming 2023 events. Genet. Program. Evolvable Mach. Gisele L. Pappa, Mario Giacobini, Ting Hu, Domagoj Jakobovic
2024	J	`jnl`	Automatic feature extraction with Vectorial Genetic Programming for Alzheimer's Disease prediction through handwriting analysis. Swarm Evol. Comput. Irene Azzali, Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Giacobini, Leonardo Vanneschi
2024	B	`ed.`	Genetic Programming - 27th European Conference, EuroGP 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings EuroGP Mario Giacobini, Bing Xue, Luca Manzoni
2024	J	`jnl`	Predicting Multiple Outcomes Associated with Frailty based on Imbalanced Multi-label Classification. J. Heal. Informatics Res. Adane Nega Tarekegn, Krzysztof Michalak, Giuseppe Costa, Fulvio Ricceri, Mario Giacobini
2023	—	`conf`	A Comparison of Structural Complexity Metrics for Explainable Genetic Programming. GECCO Companion Karina Brotto Rebuli, Mario Giacobini, Sara Silva, Leonardo Vanneschi
2023	—	`conf`	Evolutionary Neural Networks for Livestock Disease Prevention. GECCO Companion Krzysztof Michalak, Mario Giacobini
2023	B	`ed.`	Genetic Programming - 26th European Conference, EuroGP 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings EuroGP Gisele L. Pappa, Mario Giacobini, Zdenek Vasícek
2023	J	`jnl`	Multi-algorithm clustering analysis for characterizing cow productivity on automatic milking systems over lactation periods. Comput. Electron. Agric. Karina Brotto Rebuli, Laura Ozella, Leonardo Vanneschi, Mario Giacobini
2023	C	`conf`	Multiobjective Optimization of Evolutionary Neural Networks for Animal Trade Movements Prediction. EMO Krzysztof Michalak, Mario Giacobini
2022	—	`conf`	A preliminary study of prediction interval methods with genetic programming. GECCO Companion Karina Brotto Rebuli, Mario Giacobini, Niccolò Tallone, Leonardo Vanneschi
2022	J	`jnl`	Fine-Grained Agent-Based Modeling to Predict Covid-19 Spreading and Effect of Policies in Large-Scale Scenarios. IEEE J. Biomed. Health Informatics Gianfranco Lombardo, Mattia Pellegrino, Michele Tomaiuolo, Stefano Cagnoni, Monica Mordonini, Mario Giacobini, Agostino Poggi
2022	B	`conf`	Reducing the Number of Training Cases in Genetic Programming. CEC Giacomo Zoppi, Leonardo Vanneschi, Mario Giacobini
2022	—	`conf`	Single and Multi-objective Genetic Programming Methods for Prediction Intervals. WIVACE Karina Brotto Rebuli, Mario Giacobini, Niccolò Tallone, Leonardo Vanneschi
2022	B	`conf`	Vectorial GP for Alzheimer's Disease Prediction Through Handwriting Analysis. EvoApplications Irene Azzali, Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Giacobini, Leonardo Vanneschi
2021	J	`jnl`	A review of methods for imbalanced multi-label classification. Pattern Recognit. Adane Nega Tarekegn, Mario Giacobini, Krzysztof Michalak
2021	J	`jnl`	Plotting time: On the usage of CNNs for time series classification. CoRR Nuno M. Rodrigues, João E. Batista, Leonardo Trujillo, Bernardo Duarte, Mario Giacobini, Leonardo Vanneschi, Sara Silva
2021	—	`conf`	The influence of uncertainties on optimization of vaccinations on a network of animal movements. GECCO Companion Krzysztof Michalak, Mario Giacobini
2021	J	`jnl`	The influence of uncertainties on optimization of vaccinations on a network of animal movements. Soft Comput. Krzysztof Michalak, Mario Giacobini
2020	B	`conf`	A GP approach for precision farming. CEC Francesca Abbona, Leonardo Vanneschi, Marco Bona, Mario Giacobini
2020	J	`jnl`	Cross-Validation Approach to Evaluate Clustering Algorithms: An Experimental Study Using Multi-Label Datasets. SN Comput. Sci. Adane Nega Tarekegn, Krzysztof Michalak, Mario Giacobini
2020	B	`conf`	Detection of Frailty Using Genetic Programming. EuroGP Adane Nega Tarekegn, Fulvio Ricceri, Giuseppe Costa, Elisa Ferracin, Mario Giacobini
2020	B	`conf`	Investigating the Use of Geometric Semantic Operators in Vectorial Genetic Programming. EuroGP Irene Azzali, Leonardo Vanneschi, Mario Giacobini
2020	J	`jnl`	Towards the use of genetic programming in the ecological modelling of mosquito population dynamics. Genet. Program. Evolvable Mach. Irene Azzali, Leonardo Vanneschi, Andrea Mosca, Luigi Bertolotti, Mario Giacobini
2020	J	`jnl`	Towards the use of vector based GP to predict physiological time series. Appl. Soft Comput. Irene Azzali, Leonardo Vanneschi, Illya Bakurov, Sara Silva, Marco Ivaldi, Mario Giacobini
2019	B	`conf`	A Genetic Programming Approach to Predict Mosquitoes Abundance. EuroGP Riccardo Gervasi, Irene Azzali, Donal Bisanzio, Andrea Mosca, Luigi Bertolotti, Mario Giacobini
2019	B	`conf`	A Vectorial Approach to Genetic Programming. EuroGP Irene Azzali, Leonardo Vanneschi, Sara Silva, Illya Bakurov, Mario Giacobini
2016	J	`jnl`	Non-systemic transmission of tick-borne diseases: A network approach. Commun. Nonlinear Sci. Numer. Simul. Luca Ferreri, Paolo Bajardi, Mario Giacobini
2015	—	`conf`	Contagion on Networks with Self-Organised Community Structure. ECAL Alberto Antonioni, Seth Bullock, Christian Darabos, Mario Giacobini
2014	J	`jnl`	A CAEV epidemiological model for goat breeding. Appl. Math. Comput. Marta Pittavino, Luca Ferreri, Mario Giacobini, Luigi Bertolotti, Sergio Rosati, Ezio Venturino
2014	J	`jnl`	Interplay of network dynamics and ties heterogeneity on spreading dynamics. CoRR Luca Ferreri, Paolo Bajardi, Mario Giacobini, Silvia Perazzo, Ezio Venturino
2014	—	`ch.`	Models of Gene Regulation: Integrating Modern Knowledge into the Random Boolean Network Framework. Evolution, Complexity and Artificial Life Christian Darabos, Mario Giacobini, Jason H. Moore, Marco Tomassini
2014	J	`jnl`	Pattern of Tick Aggregation on Mice: Larger Than Expected Distribution Tail Enhances the Spread of Tick-Borne Pathogens. PLoS Comput. Biol. Luca Ferreri, Mario Giacobini, Paolo Bajardi, Luigi Bertolotti, Luca Bolzoni, Valentina Tagliapietra, Annapaola Rizzoli, Roberto Rosà
2014	J	`jnl`	Special Issue for the 20th Anniversary of the European Conference on Artificial Life (ECAL 2011). Artif. Life Tom Lenaerts, Mario Giacobini, Hugues Bersini, Paul Bourgine, Marco Dorigo, René Doursat
2014	—	`ch.`	Towards the Use of Genetic Programming for the Prediction of Survival in Cancer. Evolution, Complexity and Artificial Life Mario Giacobini, Paolo Provero, Leonardo Vanneschi, Giancarlo Mauri
2013	J	`jnl`	Automatic hippocampus localization in histological images using Differential Evolution-based deformable models. Pattern Recognit. Lett. Pablo Mesejo, Roberto Ugolotti, Ferdinando Di Cunto, Mario Giacobini, Stefano Cagnoni
2013	—	`conf`	Cellular Automata Coevolution of Update Functions and Topologies: A Tradeoff between Accuracy and Speed. ECAL Christian Darabos, Craig O. Mackenzie, Marco Tomassini, Mario Giacobini, Jason H. Moore
2013	—	`conf`	Coevolution of rules and topology in cellular automata. GECCO (Companion) Christian Darabos, Craig O. Mackenzie, Marco Tomassini, Mario Giacobini, Jason H. Moore
2013	J	`jnl`	Complex and dynamic population structures: synthesis, open questions, and future directions. Soft Comput. Joshua L. Payne, Mario Giacobini, Jason H. Moore
2013	—	`ed.`	Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics - 11th European Conference, EvoBIO 2013, Vienna, Austria, April 3-5, 2013. Proceedings EvoBio Leonardo Vanneschi, William S. Bush, Mario Giacobini
2013	—	`conf`	Inferring Human Phenotype Networks from Genome-Wide Genetic Associations. EvoBIO Christian Darabos, Kinjal Desai, Richard Cowper-Sallari, Mario Giacobini, Britney E. Graham, Mathieu Lupien, Jason H. Moore
2012	B	`conf`	Automatic segmentation of hippocampus in histological images of mouse brains using deformable models and random forest. CBMS Pablo Mesejo, Roberto Ugolotti, Stefano Cagnoni, Ferdinando Di Cunto, Mario Giacobini
2012	—	`ed.`	Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics - 10th European Conference, EvoBIO 2012, Málaga, Spain, April 11-13, 2012. Proceedings EvoBio Mario Giacobini, Leonardo Vanneschi, William S. Bush
2012	—	`conf`	Improving Phylogenetic Tree Interpretability by Means of Evolutionary Algorithms. EvoBIO Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini
2012	—	`conf`	Lévy-Flight Genetic Programming: Towards a New Mutation Paradigm. EvoBIO Christian Darabos, Mario Giacobini, Ting Hu, Jason H. Moore
2011	—	`conf`	A New Evolutionary Gene Regulatory Network Reverse Engineering Tool. EvoBio Antonella Farinaccio, Leonardo Vanneschi, Paolo Provero, Giancarlo Mauri, Mario Giacobini
2011	J	`jnl`	A comparison of machine learning techniques for survival prediction in breast cancer. BioData Min. Leonardo Vanneschi, Antonella Farinaccio, Giancarlo Mauri, Marco Antoniotti, Paolo Provero, Mario Giacobini
2011	—	`ed.`	Advances in Artificial Life: 20th Anniversary Edition - Back to the Origins of Alife, ECAL 2011, Paris, France, August 8-12, 2011 ECAL Tom Lenaerts, Mario Giacobini, Hugues Bersini, Paul Bourgine, Marco Dorigo, René Doursat
2011	—	`conf`	Automatic hippocampus localization in histological images using PSO-based deformable models. GECCO (Companion) Roberto Ugolotti, Pablo Mesejo, Stefano Cagnoni, Mario Giacobini, Ferdinando Di Cunto
2011	—	`conf`	Do Diseases Spreading on Bipartite Networks Have Some Evolutionary Advantage? EvoBio Luca Ferreri, Ezio Venturino, Mario Giacobini
2011	—	`ed.`	Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics - 9th European Conference, EvoBIO 2011, Torino, Italy, April 27-29, 2011. Proceedings EvoBio Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini
2011	B	`ed.`	Genetic Programming - 14th European Conference, EuroGP 2011, Torino, Italy, April 27-29, 2011. Proceedings EuroGP Sara Silva, James A. Foster, Miguel Nicolau, Penousal Machado, Mario Giacobini
2011	J	`jnl`	Taxon ordering in phylogenetic trees by means of evolutionary algorithms. BioData Min. Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini
2011	J	`jnl`	Taxon ordering in phylogenetic trees: a workbench test. BMC Bioinform. Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini
2011	J	`jnl`	Toward robust network based complex systems: from evolutionary cellular automata to biological models. Intelligenza Artificiale Christian Darabos, Marco Tomassini, Ferdinando Di Cunto, Paolo Provero, Jason H. Moore, Mario Giacobini
2011	—	`conf`	Validating a Threshold-Based Boolean Model of Regulatory Networks on a Biological Organism. EvoBio Christian Darabos, Ferdinando Di Cunto, Marco Tomassini, Jason H. Moore, Paolo Provero, Mario Giacobini
2010	—	`conf`	A Study on Gene Regulatory Network Reconstruction and Simulation. WIRN Antonella Farinaccio, Leonardo Vanneschi, Paolo Provero, Giancarlo Mauri, Mario Giacobini
2010	—	`ed.`	Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 8th European Conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010. Proceedings EvoBio Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini
2010	—	`conf`	Identification of Individualized Feature Combinations for Survival Prediction in Breast Cancer: A Comparison of Machine Learning Techniques. EvoBIO Leonardo Vanneschi, Antonella Farinaccio, Mario Giacobini, Giancarlo Mauri, Marco Antoniotti, Paolo Provero
2010	—	`conf`	Investigating Populational Evolutionary Algorithms to Add Vertical Meaning in Phylogenetic Trees. EvoBIO Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini
2010	A	`conf`	On the use of genetic programming for the prediction of survival in cancer. GECCO Antonella Farinaccio, Leonardo Vanneschi, Mario Giacobini, Giancarlo Mauri, Paolo Provero
2009	—	`conf`	Adding Vertical Meaning to Phylogenetic Trees by Artificial Evolution. ECAL (1) Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini
2009	—	`ed.`	Applications of Evolutionary Computing, EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Tübingen, Germany, April 15-17, 2009. Proceedings EvoWorkshops 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
2009	—	`conf`	Are Cells Really Operating at the Edge of Chaos? - A Case Study of Two Real-Life Regulatory Networks. ECAL (1) Christian Darabos, Mario Giacobini, Marco Tomassini, Paolo Provero, Ferdinando Di Cunto
2009	—	`ed.`	Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 7th European Conference, EvoBIO 2009, Tübingen, Germany, April 15-17, 2009, Proceedings EvoBio Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini
2009	—	`conf`	Transient Perturbations on Scale-Free Boolean Networks with Topology Driven Dynamics. ECAL (1) Christian Darabos, Mario Giacobini, Marco Tomassini
2008	—	`conf`	An Evolutionary Game-Theoretical Approach to Particle Swarm Optimisation. EvoWorkshops Cecilia Di Chio, Paolo Di Chio, Mario Giacobini
2008	—	`ed.`	Applications of Evolutionary Computing, EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog, Naples, Italy, March 26-28, 2008. Proceedings EvoWorkshops 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
2008	J	`jnl`	Introduction to Special Section on Evolutionary Computation in Games. Genet. Program. Evolvable Mach. Moshe Sipper, Mario Giacobini
2007	—	`ed.`	Applications of Evolutinary Computing, EvoWorkshops 2007: EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog, Valencia, Spain, April11-13, 2007, Proceedings. EvoWorkshops 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
2007	J	`jnl`	Performance and Robustness of Cellular Automata Computation on Irregular Networks. Adv. Complex Syst. Christian Darabos, Mario Giacobini, Marco Tomassini
2007	—	`conf`	Semi-synchronous Activation in Scale-Free Boolean Networks. ECAL Christian Darabos, Mario Giacobini, Marco Tomassini
2007	A	`conf`	The genetic programming collaboration network and its communities. GECCO Leslie Luthi, Marco Tomassini, Mario Giacobini, William B. Langdon
2007	J	`jnl`	The structure of the genetic programming collaboration network. Genet. Program. Evolvable Mach. Marco Tomassini, Leslie Luthi, Mario Giacobini, William B. Langdon
2006	B	`conf`	Effects of Scale-Free and Small-World Topologies on Binary Coded Self-adaptive CEA. EvoCOP Mario Giacobini, Mike Preuss, Marco Tomassini
2006	—	`conf`	Scale-Free Automata Networks Are Not Robust in a Collective Computational Task. ACRI Christian Darabos, Mario Giacobini, Marco Tomassini
2005	—	`conf`	A New Framework to Analyze Evolutionary 2 x 2 Symmetric Games. CIG Umberto Cerruti, Mario Giacobini, Ugo Merlone
2005	—	`ch.`	Decentralized Cellular Evolutionary Algorithms. Handbook of Bioinspired Algorithms and Applications Bernabé Dorronsoro Díaz, Marco Tomassini, Mario Giacobini, Enrique Alba
2005	—	`conf`	Emergence of Structure and Stability in the Prisoner's Dilemma on Networks. ECAL Leslie Luthi, Mario Giacobini, Marco Tomassini
2005	J	`jnl`	Evolution and Dynamics of Small-World Cellular Automata. Complex Syst. Marco Tomassini, Mario Giacobini, Christian Darabos
2005	J	`jnl`	Selection intensity in cellular evolutionary algorithms for regular lattices. IEEE Trans. Evol. Comput. Mario Giacobini, Marco Tomassini, Andrea Tettamanzi, Enrique Alba
2005	—	`conf`	Synchronous and Asynchronous Network Evolution in a Population of Stubborn Prisoners. CIG Leslie Luthi, Mario Giacobini, Marco Tomassini
2005	A	`conf`	Takeover time curves in random and small-world structured populations. GECCO Mario Giacobini, Marco Tomassini, Andrea Tettamanzi
2004	A	`conf`	Evolution of Small-World Networks of Automata for Computation. PPSN Marco Tomassini, Mario Giacobini, Christian Darabos
2004	—	`conf`	Modeling Selection Intensity for Toroidal Cellular Evolutionary Algorithms. GECCO (1) Mario Giacobini, Enrique Alba, Andrea Tettamanzi, Marco Tomassini
2004	B	`conf`	The influence of grid shape and asynchronicity on cellular evolutionary algorithms. IEEE Congress on Evolutionary Computation Bernabé Dorronsoro, Enrique Alba, Mario Giacobini, Marco Tomassini
2003	—	`conf`	Modeling Selection Intensity for Linear Cellular Evolutionary Algorithms. Artificial Evolution Mario Giacobini, Marco Tomassini, Andrea Tettamanzi
2003	A	`conf`	Selection Intensity in Asynchronous Cellular Evolutionary Algorithms. GECCO Mario Giacobini, Enrique Alba, Marco Tomassini
2002	A	`conf`	Comparing Synchronous and Asynchronous Cellular Genetic Algorithms. PPSN Enrique Alba, Mario Giacobini, Marco Tomassini, Sergio Romero
2002	A	`conf`	How Statistics Can Help In Limiting The Number Of Fitness Cases In Genetic Programming. GECCO Mario Giacobini, Marco Tomassini, Leonardo Vanneschi
2002	A	`conf`	Limiting the Number of Fitness Cases in Genetic Programming Using Statistics. PPSN Mario Giacobini, Marco Tomassini, Leonardo Vanneschi
2001	—	`conf`	Prediction of Binary Sequences by Evolving Finite State Machines. Artificial Evolution Umberto Cerruti, Mario Giacobini, Pierre Liardet