Marco Villani

107 papers C 2Journal 34Unranked 65
YearRankTypeTitle / Venue / Authors
2026 J jnl
Template-Based Catalysis and the Emergence of Collectively Autocatalytic Systems.
Entropy
Roberto Serra, Marco Villani
2025 J jnl
Protocells Either Synchronize or Starve.
Entropy
Marco Villani, Roberto Serra
2024 — ed.
Artificial Life and Evolutionary Computation - 17th Italian Workshop, WIVACE 2023, Venice, Italy, September 6-8, 2023, Revised Selected Papers
WIFACE
Marco Villani, Stefano Cagnoni, Roberto Serra
2024 J jnl
Models of Protocells Undergoing Asymmetrical Division.
Entropy
Marco Villani, Elena Alboresi, Roberto Serra
2024 — conf
Open Challenges in the Formal Verification of Autonomous Driving.
FMAS@iFM
Paolo Burgio, Angelo Ferrando, Marco Villani
2024 J jnl
Sensory-Motor Loop Adaptation in Boolean Network Robots.
Sensors
Michele Braccini, Yuri Gardinazzi, Andrea Roli, Marco Villani
2024 — conf
Using Pseudo-attractors of Genetic Regulatory Networks to Analyze Biological Data.
WIVACE
Gianluca D'Addese, Carlo Crovetti, Roberto Serra, Marco Villani
2023 — conf
On the Detection of Significant Pairwise Interactions in Complex Systems.
WIVACE
Giada Fini, Gianluca D'Addese, Luca La Rocca, Marco Villani
2023 J jnl
Super-Exponential Growth in Models of a Binary String World.
Entropy
Marco Villani, Roberto Serra
2023 — conf
The Properties of Pseudo-Attractors in Random Boolean Networks.
WIVACE
Marco Villani, Matteo Balugani, Roberto Serra
2022 J jnl
Attractor-Specific and Common Expression Values in Random Boolean Network Models (with a Preliminary Look at Single-Cell Data).
Entropy
Marco Villani, Gianluca D'Addese, Stuart A. Kauffman, Roberto Serra
2022 — conf
Modelling Wet-Dry Cycles in the Binary Polymer Model.
WIVACE
Federica Senatore, Roberto Serra, Marco Villani
2022 — conf
On the Growth of Chemical Diversity.
WIVACE
Federica Senatore, Marco Villani, Roberto Serra
2022 — conf
Spread of Perturbations in Supply Chain Networks: The Effect of the Bow-Tie Organization on the Resilience of the Global Automotive System.
WIVACE
Elisa Flori, Yi Zhu, Sandra Paterlini, Francesco Pattarin, Marco Villani
2021 J jnl
Asymptotic Information-Theoretic Detection of Dynamical Organization in Complex Systems.
Entropy
Gianluca D'Addese, Laura Sani, Luca La Rocca, Roberto Serra, Marco Villani
2021 — conf
Dynamical Criticality in Growing Networks.
WIVACE
Giovanni Cappelletti, Gianluca D'Addese, Roberto Serra, Marco Villani
2021 J jnl
Dynamical properties and path dependence in a gene-network model of cell differentiation.
Soft Comput.
Michele Braccini, Andrea Roli, Marco Villani, Roberto Serra
2021 — conf
Two-Level Detection of Dynamic Organization in Cancer Evolution Models.
WIVACE
Gianluca D'Addese, Alex Graudenzi, Luca La Rocca, Marco Villani
2020 J jnl
Exploring the Dynamic Organization of Random and Evolved Boolean Networks.
Algorithms
Gianluca D'Addese, Salvatore Magrì, Roberto Serra, Marco Villani
2019 C conf
A simplified model of chromatin dynamics drives differentiation process in Boolean models of GRN.
ALIFE
Michele Braccini, Andrea Roli, Marco Villani, Sara Montagna, Roberto Serra
2019 — ed.
Artificial Life and Evolutionary Computation - 13th Italian Workshop, WIVACE 2018, Parma, Italy, September 10-12, 2018, Revised Selected Papers
WIVACE
Stefano Cagnoni, Monica Mordonini, Riccardo Pecori, Andrea Roli, Marco Villani
2019 — conf
Avalanches of Perturbations in Modular Gene Regulatory Networks.
WIVACE
Alberto Vezzani, Marco Villani, Roberto Serra
2019 — conf
Selecting for Positive Responses to Knock Outs in Boolean Networks.
WIVACE
Marco Villani, Salvatore Magrì, Andrea Roli, Roberto Serra
2019 — conf
The Detection of Dynamical Organization in Cancer Evolution Models.
WIVACE
Laura Sani, Gianluca D'Addese, Alex Graudenzi, Marco Villani
2019 — conf
The Effects of a Simplified Model of Chromatin Dynamics on Attractors Robustness in Random Boolean Networks with Self-loops: An Experimental Study.
WIVACE
Michele Braccini, Andrea Roli, Marco Villani, Sara Montagna, Roberto Serra
2018 — conf
An Improved Relevance Index Method to Search Important Structures in Complex Systems.
WIVACE
Laura Sani, Alberto Bononi, Riccardo Pecori, Michele Amoretti, Monica Mordonini, Andrea Roli, Marco Villani, Stefano Cagnoni, Roberto Serra
2018 — conf
An Integration-Based Approach to Pattern Clustering and Classification.
AI*IA
Laura Sani, Gianluca D'Addese, Riccardo Pecori, Monica Mordonini, Marco Villani, Stefano Cagnoni
2018 J jnl
An Iterative Information-Theoretic Approach to the Detection of Structures in Complex Systems.
Complex.
Marco Villani, Laura Sani, Riccardo Pecori, Michele Amoretti, Andrea Roli, Monica Mordonini, Roberto Serra, Stefano Cagnoni
2018 — ed.
Artificial Life and Evolutionary Computation - 12th Italian Workshop, WIVACE 2017, Venice, Italy, September 19-21, 2017, Revised Selected Papers
WIVACE
Marcello Pelillo, Irene Poli, Andrea Roli, Roberto Serra, Debora Slanzi, Marco Villani
2018 J jnl
Dynamical Criticality in Gene Regulatory Networks.
Complex.
Marco Villani, Luca La Rocca, Stuart A. Kauffman, Roberto Serra
2018 J jnl
Dynamical Criticality: Overview and Open Questions.
J. Syst. Sci. Complex.
Andrea Roli, Marco Villani, Alessandro Filisetti, Roberto Serra
2018 — conf
Evolving Critical Boolean Networks.
WIVACE
Salvatore Magrì, Marco Villani, Andrea Roli, Roberto Serra
2017 — conf
A Comparison Between Threshold Ergodic Sets and Stochastic Simulation of Boolean Networks for Modelling Cell Differentiation.
WIVACE
Michele Braccini, Andrea Roli, Marco Villani, Roberto Serra
2017 — conf
A Relevance Index Method to Infer Global Properties of Biological Networks.
WIVACE
Marco Villani, Laura Sani, Michele Amoretti, Emilio Vicari, Riccardo Pecori, Monica Mordonini, Stefano Cagnoni, Roberto Serra
2017 — conf
Dynamical Properties of a Gene-Protein Model.
WIVACE
Davide Sapienza, Marco Villani, Roberto Serra
2017 J jnl
Dynamical regimes in non-ergodic random Boolean networks.
Nat. Comput.
Marco Villani, Davide Campioli, Chiara Damiani, Andrea Roli, Alessandro Filisetti, Roberto Serra
2017 J jnl
Identifying Critical States through the Relevance Index.
Entropy
Andrea Roli, Marco Villani, Riccardo Caprari, Roberto Serra
2017 — conf
Locating critical regions by the Relevance Index.
ECAL
Andrea Roli, Marco Villani, Roberto Serra
2017 — conf
Simulating Populations of Protocells with Uneven Division.
WIVACE
Martina Musa, Marco Villani, Roberto Serra
2016 — conf
Automatic Design of Boolean Networks for Cell Differentiation.
WIVACE
Michele Braccini, Andrea Roli, Marco Villani, Roberto Serra
2016 — conf
Efficient Search of Relevant Structures in Complex Systems.
AI*IA
Laura Sani, Michele Amoretti, Emilio Vicari, Monica Mordonini, Riccardo Pecori, Andrea Roli, Marco Villani, Stefano Cagnoni, Roberto Serra
2016 — conf
GPU-Based Parallel Search of Relevant Variable Sets in Complex Systems.
WIVACE
Emilio Vicari, Michele Amoretti, Laura Sani, Monica Mordonini, Riccardo Pecori, Andrea Roli, Marco Villani, Stefano Cagnoni, Roberto Serra
2016 — conf
New Paths for the Application of DCI in Social Sciences: Theoretical Issues Regarding an Empirical Analysis.
WIVACE
Riccardo Righi, Andrea Roli, Margherita Russo, Roberto Serra, Marco Villani
2016 — conf
Synchronization in Near-Membrane Reaction Models of Protocells.
WIVACE
Giordano Calvanese, Marco Villani, Roberto Serra
2015 — conf
Dynamical Properties of Artificially Evolved Boolean Network Robots.
AI*IA
Andrea Roli, Marco Villani, Roberto Serra, Stefano Benedettini, Carlo Pinciroli, Mauro Birattari
2015 — conf
Dynamically Critical Systems and Power-Law Distributions: Avalanches Revisited.
WIVACE
Marina L. Di Stefano, Marco Villani, Luca La Rocca, Stuart A. Kauffman, Roberto Serra
2015 — conf
Exploring the organisation of complex systems through the dynamical interactions among their relevant subsets.
ECAL
Alessandro Filisetti, Marco Villani, Andrea Roli, Marco Fiorucci, Roberto Serra
2015 — conf
On the Dynamics of Autocatalytic Cycles in Protocell Models.
WIVACE
Marco Villani, Alessandro Filisetti, Matthieu Nadini, Roberto Serra
2015 — conf
On the Robustness of the Detection of Relevant Sets in Complex Dynamical Systems.
WIVACE
Marco Villani, Pietro Carra, Andrea Roli, Alessandro Filisetti, Roberto Serra
2015 J jnl
The Search for Candidate Relevant Subsets of Variables in Complex Systems.
Artif. Life
Marco Villani, Andrea Roli, Alessandro Filisetti, Marco Fiorucci, Irene Poli, Roberto Serra
2015 J jnl
The search for candidate relevant subsets of variables in complex systems.
CoRR
Marco Villani, Andrea Roli, Alessandro Filisetti, Marco Fiorucci, Irene Poli, Roberto Serra
2014 J jnl
A stochastic model of catalytic reaction networks in protocells.
CoRR
Roberto Serra, Alessandro Filisetti, Marco Villani, Alex Graudenzi, Chiara Damiani, Tommaso Panini
2014 J jnl
A stochastic model of catalytic reaction networks in protocells.
Nat. Comput.
Roberto Serra, Alessandro Filisetti, Marco Villani, Alex Graudenzi, Chiara Damiani, Tommaso Panini
2014 — ch.
Attractors Perturbations in Biological Modelling: Avalanches and Cellular Differentiation.
Evolution, Complexity and Artificial Life
Marco Villani, Roberto Serra
2014 — ch.
Automatic Design of Boolean Networks for Modelling Cell Differentiation.
Evolution, Complexity and Artificial Life
Stefano Benedettini, Andrea Roli, Roberto Serra, Marco Villani
2014 — book
Evolution, Complexity and Artificial Life
Evolution, Complexity and Artificial Life
Stefano Cagnoni, Marco Mirolli, Marco Villani
2014 — conf
Investigating the Role of Network Topology and Dynamical Regimes on the Dynamics of a Cell Differentiation Model.
WIVACE
Alex Graudenzi, Chiara Damiani, Andrea Paroni, Alessandro Filisetti, Marco Villani, Roberto Serra, Marco Antoniotti
2014 — conf
On RAF Sets and Autocatalytic Cycles in Random Reaction Networks.
WIVACE
Alessandro Filisetti, Marco Villani, Chiara Damiani, Alex Graudenzi, Andrea Roli, Wim Hordijk, Roberto Serra
2014 — conf
On Some Properties of Information Theoretical Measures for the Study of Complex Systems.
WIVACE
Alessandro Filisetti, Marco Villani, Andrea Roli, Marco Fiorucci, Irene Poli, Roberto Serra
2013 — conf
A model of protocell based on the introduction of a semi-permeable membrane in a stochastic model of catalytic reaction networks.
WIVACE
Roberto Serra, Alessandro Filisetti, Alex Graudenzi, Chiara Damiani, Marco Villani
2013 J jnl
Dynamical regimes and learning properties of evolved Boolean networks.
Neurocomputing
Stefano Benedettini, Marco Villani, Andrea Roli, Roberto Serra, Mattia Manfroni, Antonio Gagliardi, Carlo Pinciroli, Mauro Birattari
2013 — conf
Identification of Dynamical Structures in Artificial Brains: An Analysis of Boolean Network Controlled Robots.
AI*IA
Andrea Roli, Marco Villani, Roberto Serra, Lorenzo Garattoni, Carlo Pinciroli, Mauro Birattari
2013 — conf
Identifying Emergent Dynamical Structures in Network Models.
WIRN
Marco Villani, Stefano Benedettini, Andrea Roli, David Lane, Irene Poli, Roberto Serra
2013 J jnl
On the dynamical properties of a model of cell differentiation.
EURASIP J. Bioinform. Syst. Biol.
Marco Villani, Roberto Serra
2013 — conf
Recent developments in research on catalytic reaction networks.
WIVACE
Chiara Damiani, Alessandro Filisetti, Alex Graudenzi, Marco Villani, Roberto Serra
2013 — conf
The detection of intermediate-level emergent structures and patterns.
ECAL
Marco Villani, Alessandro Filisetti, Stefano Benedettini, Andrea Roli, David Lane, Roberto Serra
2013 — conf
The role of backward reactions in a stochastic model of catalytic reaction networks.
ECAL
Alessandro Filisetti, Alex Graudenzi, Chiara Damiani, Marco Villani, Roberto Serra
2012 J jnl
A stochastic model of autocatalytic reaction networks.
Theory Biosci.
Alessandro Filisetti, Alex Graudenzi, Roberto Serra, Marco Villani, Rudolf M. Füchslin, Norman H. Packard, Stuart A. Kauffman, Irene Poli
2012 — conf
Noise-Induced Emergent Hierarchies in a CA Model.
ACRI
Marco Villani, Roberto Serra, Stefano Benedettini, Andrea Roli, David Lane
2011 — conf
Conditions for Long Lasting Sustainable Innovation in an Agent-based Model.
ICAART (2)
Luca Ansaloni, Marco Villani, Roberto Serra, David Lane
2011 J jnl
Dynamical Properties of a Boolean Model of Gene Regulatory Network with Memory.
J. Comput. Biol.
Alex Graudenzi, Roberto Serra, Marco Villani, Chiara Damiani, Annamaria Colacci, Stuart A. Kauffman
2011 — conf
Dynamical stability in random Boolean networks.
WIRN
Davide Campioli, Marco Villani, Irene Poli, Roberto Serra
2011 J jnl
Robustness Analysis of a Boolean Model of Gene Regulatory Network with Memory.
J. Comput. Biol.
Alex Graudenzi, Roberto Serra, Marco Villani, Annamaria Colacci, Stuart A. Kauffman
2011 — conf
Stochastic Local Search to Automatically Design Boolean Networks with Maximally Distant Attractors.
EvoApplications (1)
Stefano Benedettini, Andrea Roli, Roberto Serra, Marco Villani
2011 — conf
The role of energy in a stochastic model of the emergence of autocatalytic sets.
ECAL
Alessandro Filisetti, Alex Graudenzi, Roberto Serra, Marco Villani, Davide De Lucrezia, Irene Poli
2010 J jnl
Analysis of attractor distances in Random Boolean Networks
CoRR
Andrea Roli, Stefano Benedettini, Roberto Serra, Marco Villani
2010 — conf
Analysis of attractor distances in Random Boolean Networks.
WIRN
Andrea Roli, Stefano Benedettini, Roberto Serra, Marco Villani
2010 — conf
Cell differentiation in noisy random Boolean network.
WIRN
A. Barbieri, Marco Villani, Roberto Serra, Stuart A. Kauffman, Annamaria Colacci
2010 C conf
Dynamical Stability of Autocatalytic Sets.
ALIFE
Rudolf M. Füchslin, Alessandro Filisetti, Roberto Serra, Marco Villani, Davide De Lucrezia, Irene Poli
2010 — conf
Information Transfer among Coupled Random Boolean Networks.
ACRI
Chiara Damiani, Stuart A. Kauffman, Roberto Serra, Marco Villani, Annamaria Colacci
2010 — conf
The influence of the residence time on the dynamics of catalytic reaction networks.
WIRN
Alessandro Filisetti, Roberto Serra, Marco Villani, Alex Graudenzi, Rudolf M. Füchslin, Irene Poli
2009 J jnl
Multi-Agent Systems. Simulation and Applications (Computational Analysis, Synthesis, and Design of Dynamic Models Series)
J. Artif. Soc. Soc. Simul.
Marco Villani
2009 — conf
The influence of noise on the dynamics of Random Boolean Network.
WIRN
A. Barbieri, Marco Villani, Roberto Serra, Stuart A. Kauffman, Annamaria Colacci
2008 — conf
A CA Model of Spontaneous Formation of Concentration Gradients.
ACRI
Roberto Serra, Marco Villani
2008 — conf
Genetic Regulatory Networks and Neural Networks.
WIRN
Roberto Serra, Alex Graudenzi, Marco Villani
2008 — conf
Global and Local Processes in a Model of Innovation.
ACRI
Marco Villani, Roberto Serra, Luca Ansaloni, David Lane
2008 — conf
The Diffusion of Perturbations in a Model of Coupled Random Boolean Networks.
ACRI
Roberto Serra, Marco Villani, Chiara Damiani, Alex Graudenzi, Annamaria Colacci
2008 J jnl
The simulation of gene knock-out in scale-free random Boolean models of genetic networks.
Networks Heterog. Media
Roberto Serra, Marco Villani, Alex Graudenzi, Annamaria Colacci, Stuart A. Kauffman
2006 J jnl
A new model for polluted soil risk assessment.
Comput. Geosci.
Massimo Andretta, Roberto Serra, Marco Villani
2006 — conf
Agents, Equations and All That: On the Role of Agents in Understanding Complex Systems.
Reasoning, Action and Interaction in AI Theories and Systems
Roberto Serra, Marco Villani
2006 — conf
Coupled Random Boolean Network Forming an Artificial Tissue.
ACRI
Marco Villani, Roberto Serra, P. Ingrami, Stuart A. Kauffman
2004 J jnl
A Small-world Network Where All Nodes Have the Same Connectivity, with Application to the Dynamics of Boolean Interacting Automata.
Complex Syst.
Roberto Serra, Marco Villani, Luca Agostini
2004 — conf
Perturbation in Genetic Regulatory Networks: Simulation and Experiments.
ACRI
Alessandro Semeria, Marco Villani, Roberto Serra, Stuart A. Kauffman
2003 — conf
On the Dynamics of Scale-Free Boolean Networks.
WIRN
Roberto Serra, Marco Villani, Luca Agostini
2003 — conf
Robustness to Damage of Biological and Synthetic Networks.
ECAL
Roberto Serra, Marco Villani, Alessandro Semeria
2002 J jnl
Differential Equations and Cellular Automata Models of the Growth of Cell Cultures and Transformation Foci.
Complex Syst.
Roberto Serra, Marco Villani, Annamaria Colacci
2002 J jnl
Erratum to "Continuous genetic networks".
Parallel Comput.
Roberto Serra, Marco Villani, Anna Salvemini
2002 — conf
Perturbing the Regular Topology of Cellular Automata: Implications for the Dynamics.
ACRI
Roberto Serra, Marco Villani
2001 J jnl
Continuous genetic networks.
Parallel Comput.
Roberto Serra, Marco Villani, Anna Salvemini
2000 — conf
A Cellular Automata Model for the Simulation of In Vitro Carcinogenesis Tests.
ACRI
Roberto Serra, Marco Villani, Annamaria Colacci
2000 — conf
A New Dynamical Model of Biodegradation.
ACRI
Marco Villani, Mariangela Mazzanti, Marco Padovani, Massimo Andretta, Roberto Serra, Salvatore Di Gregorio, Rocco Rongo, William Spataro
1999 J jnl
Applying Cellular Automata to Complex Environmental Problems: The Simulation of the Bioremediation of Contaminated Soils.
Theor. Comput. Sci.
Salvatore Di Gregorio, Roberto Serra, Marco Villani
1999 — conf
Cellular automata model for parallel simulation of contamination processes by oil in porous soils.
PARCO
Massimo Andretta, Mariangela Mazzanti, Roberto Serra, Marco Villani, Salvatore Di Gregorio, Rocco Rongo, William Spataro
1997 J jnl
A Cellular Automata Model of Soil Bioremediation.
Complex Syst.
Salvatore Di Gregorio, Roberto Serra, Marco Villani
1996 — conf
Parallel Simulation of Soil Contamination by Cellular Automata.
Parcella
Salvatore Di Gregorio, Rocco Rongo, Roberto Serra, William Spataro, Giandomenico Spezzano, Domenico Talia, Marco Villani
1996 — conf
Simulation of Water Flow through a Porous Soil by Cellular Automaton Model.
ACRI
Salvatore Di Gregorio, Rocco Rongo, Roberto Serra, William Spataro, Marco Villani
1995 J jnl
LGANN: a parallel system combining a local genetic algorithm and neural networks for the prediction of secondary structure of proteins.
Comput. Appl. Biosci.
Francesco Vivarelli, G. Giusti, Marco Villani, Renato Campanini, Piero Fariselli, Mario Compiani, Rita Casadio