Mario Giacobini

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 23

Top Topics

Papers Included

Financial Forecasting

Regression Problems

Genetic Programming

Top Venues

GECCO Companion

Publications

Irene Azzali, Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Giacobini, Leonardo Vanneschi
Automatic feature extraction with Vectorial Genetic Programming for Alzheimer's Disease prediction through handwriting analysis. Swarm Evol. Comput. 87 (2024)
Krzysztof Michalak, Mario Giacobini
Multiobjective Optimization of Evolutionary Neural Networks for Animal Trade Movements Prediction. EMO (2023)
Karina Brotto Rebuli, Laura Ozella, Leonardo Vanneschi, Mario Giacobini
Multi-algorithm clustering analysis for characterizing cow productivity on automatic milking systems over lactation periods. Comput. Electron. Agric. 211 (2023)
Krzysztof Michalak, Mario Giacobini
Evolutionary Neural Networks for Livestock Disease Prevention. GECCO Companion (2023)
Karina Brotto Rebuli, Mario Giacobini, Sara Silva, Leonardo Vanneschi
A Comparison of Structural Complexity Metrics for Explainable Genetic Programming. GECCO Companion (2023)
Giacomo Zoppi, Leonardo Vanneschi, Mario Giacobini
Reducing the Number of Training Cases in Genetic Programming. CEC (2022)
Karina Brotto Rebuli, Mario Giacobini, Niccolò Tallone, Leonardo Vanneschi
Single and Multi-objective Genetic Programming Methods for Prediction Intervals. WIVACE (2022)
Karina Brotto Rebuli, Mario Giacobini, Niccolò Tallone, Leonardo Vanneschi
A preliminary study of prediction interval methods with genetic programming. GECCO Companion (2022)
Gianfranco Lombardo, Mattia Pellegrino, Michele Tomaiuolo, Stefano Cagnoni, Monica Mordonini, Mario Giacobini, Agostino Poggi
Fine-Grained Agent-Based Modeling to Predict Covid-19 Spreading and Effect of Policies in Large-Scale Scenarios. IEEE J. Biomed. Health Informatics 26 (5) (2022)
Irene Azzali, Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Giacobini, Leonardo Vanneschi
Vectorial GP for Alzheimer's Disease Prediction Through Handwriting Analysis. EvoApplications (2022)
Adane Nega Tarekegn, Mario Giacobini, Krzysztof Michalak
A review of methods for imbalanced multi-label classification. Pattern Recognit. 118 (2021)
Nuno M. Rodrigues, João E. Batista, Leonardo Trujillo, Bernardo Duarte, Mario Giacobini, Leonardo Vanneschi, Sara Silva
Plotting time: On the usage of CNNs for time series classification. CoRR (2021)
Krzysztof Michalak, Mario Giacobini
The influence of uncertainties on optimization of vaccinations on a network of animal movements. Soft Comput. 25 (6) (2021)
Krzysztof Michalak, Mario Giacobini
The influence of uncertainties on optimization of vaccinations on a network of animal movements. GECCO Companion (2021)
Irene Azzali, Leonardo Vanneschi, Illya Bakurov, Sara Silva, Marco Ivaldi, Mario Giacobini
Towards the use of vector based GP to predict physiological time series. Appl. Soft Comput. 89 (2020)
Adane Nega Tarekegn, Krzysztof Michalak, Mario Giacobini
Cross-Validation Approach to Evaluate Clustering Algorithms: An Experimental Study Using Multi-Label Datasets. SN Comput. Sci. 1 (5) (2020)
Adane Nega Tarekegn, Fulvio Ricceri, Giuseppe Costa, Elisa Ferracin, Mario Giacobini
Detection of Frailty Using Genetic Programming. EuroGP (2020)
Francesca Abbona, Leonardo Vanneschi, Marco Bona, Mario Giacobini
A GP approach for precision farming. CEC (2020)
Irene Azzali, Leonardo Vanneschi, Andrea Mosca, Luigi Bertolotti, Mario Giacobini
Towards the use of genetic programming in the ecological modelling of mosquito population dynamics. Genet. Program. Evolvable Mach. 21 (4) (2020)
Irene Azzali, Leonardo Vanneschi, Mario Giacobini
Investigating the Use of Geometric Semantic Operators in Vectorial Genetic Programming. EuroGP (2020)
Irene Azzali, Leonardo Vanneschi, Sara Silva, Illya Bakurov, Mario Giacobini
A Vectorial Approach to Genetic Programming. EuroGP (2019)
Riccardo Gervasi, Irene Azzali, Donal Bisanzio, Andrea Mosca, Luigi Bertolotti, Mario Giacobini
A Genetic Programming Approach to Predict Mosquitoes Abundance. EuroGP (2019)
Luca Ferreri, Paolo Bajardi, Mario Giacobini
Non-systemic transmission of tick-borne diseases: A network approach. Commun. Nonlinear Sci. Numer. Simul. 39 (2016)
Alberto Antonioni, Seth Bullock, Christian Darabos, Mario Giacobini
Contagion on Networks with Self-Organised Community Structure. ECAL (2015)
Tom Lenaerts, Mario Giacobini, Hugues Bersini, Paul Bourgine, Marco Dorigo, René Doursat
Special Issue for the 20th Anniversary of the European Conference on Artificial Life (ECAL 2011). Artif. Life 20 (1) (2014)
Marta Pittavino, Luca Ferreri, Mario Giacobini, Luigi Bertolotti, Sergio Rosati, Ezio Venturino
A CAEV epidemiological model for goat breeding. Appl. Math. Comput. 227 (2014)
Luca Ferreri, Paolo Bajardi, Mario Giacobini, Silvia Perazzo, Ezio Venturino
Interplay of network dynamics and ties heterogeneity on spreading dynamics. CoRR (2014)
Luca Ferreri, Mario Giacobini, Paolo Bajardi, Luigi Bertolotti, Luca Bolzoni, Valentina Tagliapietra, Annapaola Rizzoli, Roberto Rosà
Pattern of Tick Aggregation on Mice: Larger Than Expected Distribution Tail Enhances the Spread of Tick-Borne Pathogens. PLoS Comput. Biol. 10 (11) (2014)
Christian Darabos, Craig O. Mackenzie, Marco Tomassini, Mario Giacobini, Jason H. Moore
Coevolution of rules and topology in cellular automata. GECCO (Companion) (2013)
Pablo Mesejo, Roberto Ugolotti, Ferdinando Di Cunto, Mario Giacobini, Stefano Cagnoni
Automatic hippocampus localization in histological images using Differential Evolution-based deformable models. Pattern Recognit. Lett. 34 (3) (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)
Christian Darabos, Craig O. Mackenzie, Marco Tomassini, Mario Giacobini, Jason H. Moore
Cellular Automata Coevolution of Update Functions and Topologies: A Tradeoff between Accuracy and Speed. ECAL (2013)
Joshua L. Payne, Mario Giacobini, Jason H. Moore
Complex and dynamic population structures: synthesis, open questions, and future directions. Soft Comput. 17 (7) (2013)
Pablo Mesejo, Roberto Ugolotti, Stefano Cagnoni, Ferdinando Di Cunto, Mario Giacobini
Automatic segmentation of hippocampus in histological images of mouse brains using deformable models and random forest. CBMS (2012)
Christian Darabos, Mario Giacobini, Ting Hu, Jason H. Moore
Lévy-Flight Genetic Programming: Towards a New Mutation Paradigm. EvoBIO (2012)
Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini
Improving Phylogenetic Tree Interpretability by Means of Evolutionary Algorithms. EvoBIO (2012)
Luca Ferreri, Ezio Venturino, Mario Giacobini
Do Diseases Spreading on Bipartite Networks Have Some Evolutionary Advantage? EvoBio (2011)
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)
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)
Antonella Farinaccio, Leonardo Vanneschi, Paolo Provero, Giancarlo Mauri, Mario Giacobini
A New Evolutionary Gene Regulatory Network Reverse Engineering Tool. EvoBio (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) (2011)
Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini
Taxon ordering in phylogenetic trees by means of evolutionary algorithms. BioData Min. 4 (2011)
Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini
Taxon ordering in phylogenetic trees: a workbench test. BMC Bioinform. 12 (2011)
Leonardo Vanneschi, Antonella Farinaccio, Giancarlo Mauri, Marco Antoniotti, Paolo Provero, Mario Giacobini
A comparison of machine learning techniques for survival prediction in breast cancer. BioData Min. 4 (2011)
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)
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)
Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini
Investigating Populational Evolutionary Algorithms to Add Vertical Meaning in Phylogenetic Trees. EvoBIO (2010)
Antonella Farinaccio, Leonardo Vanneschi, Paolo Provero, Giancarlo Mauri, Mario Giacobini
A Study on Gene Regulatory Network Reconstruction and Simulation. WIRN (2010)
Christian Darabos, Mario Giacobini, Marco Tomassini
Transient Perturbations on Scale-Free Boolean Networks with Topology Driven Dynamics. ECAL (1) (2009)
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)
Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, Mario Giacobini
Adding Vertical Meaning to Phylogenetic Trees by Artificial Evolution. ECAL (1) (2009)
Cecilia Di Chio, Paolo Di Chio, Mario Giacobini
An Evolutionary Game-Theoretical Approach to Particle Swarm Optimisation. EvoWorkshops (2008)
Moshe Sipper, Mario Giacobini
Introduction to Special Section on Evolutionary Computation in Games. Genet. Program. Evolvable Mach. 9 (4) (2008)
Leslie Luthi, Marco Tomassini, Mario Giacobini, William B. Langdon
The genetic programming collaboration network and its communities. GECCO (2007)
Marco Tomassini, Leslie Luthi, Mario Giacobini, William B. Langdon
The structure of the genetic programming collaboration network. Genet. Program. Evolvable Mach. 8 (1) (2007)
Christian Darabos, Mario Giacobini, Marco Tomassini
Performance and Robustness of Cellular Automata Computation on Irregular Networks. Adv. Complex Syst. 10 (supp01) (2007)
Christian Darabos, Mario Giacobini, Marco Tomassini
Semi-synchronous Activation in Scale-Free Boolean Networks. ECAL (2007)
Christian Darabos, Mario Giacobini, Marco Tomassini
Scale-Free Automata Networks Are Not Robust in a Collective Computational Task. ACRI (2006)
Mario Giacobini, Mike Preuss, Marco Tomassini
Effects of Scale-Free and Small-World Topologies on Binary Coded Self-adaptive CEA. EvoCOP (2006)
Marco Tomassini, Mario Giacobini, Christian Darabos
Evolution and Dynamics of Small-World Cellular Automata. Complex Syst. 15 (4) (2005)
Mario Giacobini, Marco Tomassini, Andrea Tettamanzi, Enrique Alba
Selection intensity in cellular evolutionary algorithms for regular lattices. IEEE Trans. Evol. Comput. 9 (5) (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
Emergence of Structure and Stability in the Prisoner's Dilemma on Networks. ECAL (2005)
Leslie Luthi, Mario Giacobini, Marco Tomassini
Synchronous and Asynchronous Network Evolution in a Population of Stubborn Prisoners. CIG (2005)
Mario Giacobini, Marco Tomassini, Andrea Tettamanzi
Takeover time curves in random and small-world structured populations. GECCO (2005)
Bernabé Dorronsoro, Enrique Alba, Mario Giacobini, Marco Tomassini
The influence of grid shape and asynchronicity on cellular evolutionary algorithms. IEEE Congress on Evolutionary Computation (2004)
Marco Tomassini, Mario Giacobini, Christian Darabos
Evolution of Small-World Networks of Automata for Computation. PPSN (2004)
Mario Giacobini, Enrique Alba, Andrea Tettamanzi, Marco Tomassini
Modeling Selection Intensity for Toroidal Cellular Evolutionary Algorithms. GECCO (1) (2004)
Mario Giacobini, Marco Tomassini, Andrea Tettamanzi
Modeling Selection Intensity for Linear Cellular Evolutionary Algorithms. Artificial Evolution (2003)
Mario Giacobini, Enrique Alba, Marco Tomassini
Selection Intensity in Asynchronous Cellular Evolutionary Algorithms. GECCO (2003)
Mario Giacobini, Marco Tomassini, Leonardo Vanneschi
Limiting the Number of Fitness Cases in Genetic Programming Using Statistics. PPSN (2002)
Enrique Alba, Mario Giacobini, Marco Tomassini, Sergio Romero
Comparing Synchronous and Asynchronous Cellular Genetic Algorithms. PPSN (2002)
Mario Giacobini, Marco Tomassini, Leonardo Vanneschi
How Statistics Can Help In Limiting The Number Of Fitness Cases In Genetic Programming. GECCO (2002)
Umberto Cerruti, Mario Giacobini, Pierre Liardet
Prediction of Binary Sequences by Evolving Finite State Machines. Artificial Evolution (2001)