Mario Giacobini

According to our database1, Mario Giacobini authored at least 55 papers between 2001 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2019
A Genetic Programming Approach to Predict Mosquitoes Abundance.
Proceedings of the Genetic Programming - 22nd European Conference, 2019

A Vectorial Approach to Genetic Programming.
Proceedings of the Genetic Programming - 22nd European Conference, 2019

2015
Contagion on Networks with Self-Organised Community Structure.
Proceedings of the Thirteenth European Conference Artificial Life, 2015

2014
Pattern of Tick Aggregation on Mice: Larger Than Expected Distribution Tail Enhances the Spread of Tick-Borne Pathogens.
PLoS Computational Biology, 2014

Interplay of network dynamics and ties heterogeneity on spreading dynamics.
CoRR, 2014

A CAEV epidemiological model for goat breeding.
Applied Mathematics and Computation, 2014

Special Issue for the 20th Anniversary of the European Conference on Artificial Life (ECAL 2011).
Artificial Life, 2014

Models of Gene Regulation: Integrating Modern Knowledge into the Random Boolean Network Framework.
Proceedings of the Evolution, Complexity and Artificial Life, 2014

2013
Complex and dynamic population structures: synthesis, open questions, and future directions.
Soft Comput., 2013

Automatic hippocampus localization in histological images using Differential Evolution-based deformable models.
Pattern Recognition Letters, 2013

Coevolution of rules and topology in cellular automata.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Inferring Human Phenotype Networks from Genome-Wide Genetic Associations.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2013

Cellular Automata Coevolution of Update Functions and Topologies: A Tradeoff between Accuracy and Speed.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

2012
Lévy-Flight Genetic Programming: Towards a New Mutation Paradigm.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2012

Improving Phylogenetic Tree Interpretability by Means of Evolutionary Algorithms.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2012

Automatic segmentation of hippocampus in histological images of mouse brains using deformable models and random forest.
Proceedings of CBMS 2012, 2012

2011
Toward robust network based complex systems: from evolutionary cellular automata to biological models.
Intelligenza Artificiale, 2011

Taxon ordering in phylogenetic trees: a workbench test.
BMC Bioinformatics, 2011

A comparison of machine learning techniques for survival prediction in breast cancer.
BioData Mining, 2011

Taxon ordering in phylogenetic trees by means of evolutionary algorithms.
BioData Mining, 2011

Automatic hippocampus localization in histological images using PSO-based deformable models.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Do Diseases Spreading on Bipartite Networks Have Some Evolutionary Advantage?
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011

A New Evolutionary Gene Regulatory Network Reverse Engineering Tool.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011

Validating a Threshold-Based Boolean Model of Regulatory Networks on a Biological Organism.
Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011

2010
A Study on Gene Regulatory Network Reconstruction and Simulation.
Proceedings of the Neural Nets WIRN10, 2010

On the use of genetic programming for the prediction of survival in cancer.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Identification of Individualized Feature Combinations for Survival Prediction in Breast Cancer: A Comparison of Machine Learning Techniques.
Proceedings of the Evolutionary Computation, 2010

Investigating Populational Evolutionary Algorithms to Add Vertical Meaning in Phylogenetic Trees.
Proceedings of the Evolutionary Computation, 2010

2009
Are Cells Really Operating at the Edge of Chaos? - A Case Study of Two Real-Life Regulatory Networks.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Transient Perturbations on Scale-Free Boolean Networks with Topology Driven Dynamics.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Adding Vertical Meaning to Phylogenetic Trees by Artificial Evolution.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

2008
Introduction to Special Section on Evolutionary Computation in Games.
Genetic Programming and Evolvable Machines, 2008

An Evolutionary Game-Theoretical Approach to Particle Swarm Optimisation.
Proceedings of the Applications of Evolutionary Computing, 2008

2007
The structure of the genetic programming collaboration network.
Genetic Programming and Evolvable Machines, 2007

Performance and Robustness of Cellular Automata Computation on Irregular Networks.
Advances in Complex Systems, 2007

The genetic programming collaboration network and its communities.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Semi-synchronous Activation in Scale-Free Boolean Networks.
Proceedings of the Advances in Artificial Life, 9th European Conference, 2007

2006
Effects of Scale-Free and Small-World Topologies on Binary Coded Self-adaptive CEA.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2006

Scale-Free Automata Networks Are Not Robust in a Collective Computational Task.
Proceedings of the Cellular Automata, 2006

2005
Decentralized Cellular Evolutionary Algorithms.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Selection intensity in cellular evolutionary algorithms for regular lattices.
IEEE Trans. Evolutionary Computation, 2005

Evolution and Dynamics of Small-World Cellular Automata.
Complex Systems, 2005

Takeover time curves in random and small-world structured populations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Emergence of Structure and Stability in the Prisoner's Dilemma on Networks.
Proceedings of the Advances in Artificial Life, 8th European Conference, 2005

Synchronous and Asynchronous Network Evolution in a Population of Stubborn Prisoners.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence and Games (CIG05), 2005

A New Framework to Analyze Evolutionary 2 x 2 Symmetric Games.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence and Games (CIG05), 2005

2004
Evolution of Small-World Networks of Automata for Computation.
Proceedings of the Parallel Problem Solving from Nature, 2004

Modeling Selection Intensity for Toroidal Cellular Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation, 2004

The influence of grid shape and asynchronicity on cellular evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
Selection Intensity in Asynchronous Cellular Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation, 2003

Modeling Selection Intensity for Linear Cellular Evolutionary Algorithms.
Proceedings of the Artificial Evolution, 2003

2002
Limiting the Number of Fitness Cases in Genetic Programming Using Statistics.
Proceedings of the Parallel Problem Solving from Nature, 2002

Comparing Synchronous and Asynchronous Cellular Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2002

How Statistics Can Help In Limiting The Number Of Fitness Cases In Genetic Programming.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

2001
Prediction of Binary Sequences by Evolving Finite State Machines.
Proceedings of the Artificial Evolution, 2001


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