Mario Giacobini

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Multiobjective Optimization of Evolutionary Neural Networks for Animal Trade Movements Prediction.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2023

2022

Fine-Grained Agent-Based Modeling to Predict Covid-19 Spreading and Effect of Policies in Large-Scale Scenarios.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

Single and Multi-objective Genetic Programming Methods for Prediction Intervals.

[BibT_eX]

[DOI]

Proceedings of the Artificial Life and Evolutionary Computation - 16th Italian Workshop, 2022

A preliminary study of prediction interval methods with genetic programming.

[BibT_eX]

[DOI]

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Vectorial GP for Alzheimer's Disease Prediction Through Handwriting Analysis.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

Reducing the Number of Training Cases in Genetic Programming.

[BibT_eX]

[DOI]

Giacomo Zoppi

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

The influence of uncertainties on optimization of vaccinations on a network of animal movements.

[BibT_eX]

[DOI]

Soft Comput., 2021

A review of methods for imbalanced multi-label classification.

[BibT_eX]

[DOI]

Adane Nega Tarekegn

Pattern Recognit., 2021

Plotting time: On the usage of CNNs for time series classification.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Cross-Validation Approach to Evaluate Clustering Algorithms: An Experimental Study Using Multi-Label Datasets.

[BibT_eX]

[DOI]

Adane Nega Tarekegn

SN Comput. Sci., 2020

Towards the use of genetic programming in the ecological modelling of mosquito population dynamics.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2020

Towards the use of vector based GP to predict physiological time series.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

Detection of Frailty Using Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 23rd European Conference, 2020

Investigating the Use of Geometric Semantic Operators in Vectorial Genetic Programming.

[BibT_eX]

[DOI]

Irene Azzali

Proceedings of the Genetic Programming - 23rd European Conference, 2020

A GP approach for precision farming.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

A Genetic Programming Approach to Predict Mosquitoes Abundance.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 22nd European Conference, 2019

A Vectorial Approach to Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 22nd European Conference, 2019

2016

Non-systemic transmission of tick-borne diseases: A network approach.

[BibT_eX]

[DOI]

Luca Ferreri

Paolo Bajardi

Commun. Nonlinear Sci. Numer. Simul., 2016

2015

Contagion on Networks with Self-Organised Community Structure.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Valentina Tagliapietra

Annapaola Rizzoli

Roberto Rosà

PLoS Comput. Biol., 2014

Interplay of network dynamics and ties heterogeneity on spreading dynamics.

[BibT_eX]

[DOI]

CoRR, 2014

A CAEV epidemiological model for goat breeding.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2014

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

[BibT_eX]

[DOI]

Artif. Life, 2014

Towards the Use of Genetic Programming for the Prediction of Survival in Cancer.

[BibT_eX]

[DOI]

Proceedings of the Evolution, Complexity and Artificial Life, 2014

Models of Gene Regulation: Integrating Modern Knowledge into the Random Boolean Network Framework.

[BibT_eX]

[DOI]

Proceedings of the Evolution, Complexity and Artificial Life, 2014

2013

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

[BibT_eX]

[DOI]

Joshua L. Payne

Jason H. Moore

Soft Comput., 2013

Automatic hippocampus localization in histological images using Differential Evolution-based deformable models.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2013

Coevolution of rules and topology in cellular automata.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Inferring Human Phenotype Networks from Genome-Wide Genetic Associations.

[BibT_eX]

[DOI]

Kinjal Desai

Richard Cowper-Sallari

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2012

Improving Phylogenetic Tree Interpretability by Means of Evolutionary Algorithms.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of CBMS 2012, 2012

2011

Toward robust network based complex systems: from evolutionary cellular automata to biological models.

[BibT_eX]

[DOI]

Intelligenza Artificiale, 2011

Taxon ordering in phylogenetic trees: a workbench test.

[BibT_eX]

[DOI]

BMC Bioinform., 2011

A comparison of machine learning techniques for survival prediction in breast cancer.

[BibT_eX]

[DOI]

BioData Min., 2011

Taxon ordering in phylogenetic trees by means of evolutionary algorithms.

[BibT_eX]

[DOI]

BioData Min., 2011

Automatic hippocampus localization in histological images using PSO-based deformable models.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Do Diseases Spreading on Bipartite Networks Have Some Evolutionary Advantage?

[BibT_eX]

[DOI]

Luca Ferreri

Ezio Venturino

Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011

A New Evolutionary Gene Regulatory Network Reverse Engineering Tool.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, 2011

2010

A Study on Gene Regulatory Network Reconstruction and Simulation.

[BibT_eX]

[DOI]

Proceedings of the Neural Nets WIRN10, 2010

On the use of genetic programming for the prediction of survival in cancer.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation, 2010

Investigating Populational Evolutionary Algorithms to Add Vertical Meaning in Phylogenetic Trees.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Transient Perturbations on Scale-Free Boolean Networks with Topology Driven Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Adding Vertical Meaning to Phylogenetic Trees by Artificial Evolution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

2008

Introduction to Special Section on Evolutionary Computation in Games.

[BibT_eX]

[DOI]

Moshe Sipper

Genet. Program. Evolvable Mach., 2008

An Evolutionary Game-Theoretical Approach to Particle Swarm Optimisation.

[BibT_eX]

[DOI]

Cecilia Di Chio

Paolo Di Chio

Proceedings of the Applications of Evolutionary Computing, 2008

2007

The structure of the genetic programming collaboration network.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2007

Performance and Robustness of Cellular Automata Computation on Irregular Networks.

[BibT_eX]

[DOI]

Adv. Complex Syst., 2007

The genetic programming collaboration network and its communities.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Semi-synchronous Activation in Scale-Free Boolean Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Mike Preuss

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2006

Scale-Free Automata Networks Are Not Robust in a Collective Computational Task.

[BibT_eX]

[DOI]

Proceedings of the Cellular Automata, 2006

2005

Decentralized Cellular Evolutionary Algorithms.

[BibT_eX]

[DOI]

Bernabé Dorronsoro Díaz

Enrique Alba

Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Selection intensity in cellular evolutionary algorithms for regular lattices.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2005

Evolution and Dynamics of Small-World Cellular Automata.

[BibT_eX]

[DOI]

Complex Syst., 2005

Takeover time curves in random and small-world structured populations.

[BibT_eX]

[DOI]

Andrea Tettamanzi

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Emergence of Structure and Stability in the Prisoner's Dilemma on Networks.

[BibT_eX]

[DOI]

Leslie Luthi

Proceedings of the Advances in Artificial Life, 8th European Conference, 2005

Synchronous and Asynchronous Network Evolution in a Population of Stubborn Prisoners.

[BibT_eX]

[DOI]

Leslie Luthi

Proceedings of the 2005 IEEE Symposium on Computational Intelligence and Games (CIG05), 2005

A New Framework to Analyze Evolutionary 2 x 2 Symmetric Games.

[BibT_eX]

[DOI]

Umberto Cerruti

Ugo Merlone

Proceedings of the 2005 IEEE Symposium on Computational Intelligence and Games (CIG05), 2005

2004

Evolution of Small-World Networks of Automata for Computation.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2004

Modeling Selection Intensity for Toroidal Cellular Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation, 2004

The influence of grid shape and asynchronicity on cellular evolutionary algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

Selection Intensity in Asynchronous Cellular Evolutionary Algorithms.

[BibT_eX]

[DOI]

Enrique Alba

Proceedings of the Genetic and Evolutionary Computation, 2003

Modeling Selection Intensity for Linear Cellular Evolutionary Algorithms.

[BibT_eX]

[DOI]

Andrea Tettamanzi

Proceedings of the Artificial Evolution, 2003

2002

Limiting the Number of Fitness Cases in Genetic Programming Using Statistics.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2002

Comparing Synchronous and Asynchronous Cellular Genetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2002

How Statistics Can Help In Limiting The Number Of Fitness Cases In Genetic Programming.

[BibT_eX]

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

2001

Prediction of Binary Sequences by Evolving Finite State Machines.

[BibT_eX]

[DOI]

Umberto Cerruti