72
publications
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2006–2026
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Sara Montagna
1
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2026
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- Privacy-preserving LLM-based chatbots for hypertensive patient self-management (Smart Health) — Sara Montagna, Stefano Ferretti, Lorenz Cuno Klopfenstein, Michelangelo Ungolo, Martino Francesco Pengo, Gianluca Aguzzi, Matteo Magnini
- Neuro-Symbolic AI for Supporting Chronic Disease Diagnosis and Monitoring (TELMED 2025 @ PerCom 2025) — Matteo Magnini, Giovanni Ciatto, Ahmet Emre Kuru, Christel Sirocchi, Sara Montagna
2
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2025
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1
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2024
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2
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2022
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3
publications
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2021
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- On the Integration of Agents and Digital Twins in Healthcare (article in journal) — Angelo Croatti, Matteo Gabellini, Sara Montagna, Alessandro Ricci
- Agent-based Modelling in Multicellular Systems Biology (book chapter) — Sara Montagna, Andrea Omicini
- Real-time tracking and documentation in trauma management (article in journal) — Sara Montagna, Angelo Croatti, Alessandro Ricci, Vanni Agnoletti, Vittorio Albarello, Emiliano Gamberini
- Complementing Agents with Cognitive Services: A Case Study in Healthcare (article in journal) — Sara Montagna, Stefano Mariani, Emiliano Gamberini, Alessandro Ricci, Franco Zambonelli
- The Impact of Self-loops on Boolean Networks Attractor Landscape and Implications for Cell Differentiation Modelling (IEEE/ACM Transactions on Computational Biology and Bioinformatics) — Sara Montagna, Michele Braccini, Andrea Roli
5
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2020
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- BDI Personal Medical Assistant Agents: The Case of Trauma Tracking and Alerting (Artificial Intelligence in Medicine) — Angelo Croatti, Sara Montagna, Alessandro Ricci, Emiliano Gamberini, Vittorio Albarello, Vanni Agnoletti
- Pervasive Tracking for Time-Dependent Acute Patient Flow: A Case Study in Trauma Management (CBMS 2019) — Sara Montagna, Angelo Croatti, Alessandro Ricci, Vanni Agnoletti, Vittorio Albarello
- Self-loops Favour Diversification and Asymmetric Transitions Between Attractors in Boolean Network Models (paper in proceedings) — Michele Braccini, Sara Montagna, Andrea Roli
- A simplified model of chromatin dynamics drives differentiation process in Boolean models of GRN (paper in proceedings) — Michele Braccini, Andrea Roli, Marco Villani, Sara Montagna, Roberto Serra
4
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2019
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1
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2018
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- A Personal Medical Digital Assistant Agent for Supporting Human Operators in Emergency Scenarios (A2HC 2017) — Angelo Croatti, Sara Montagna, Alessandro Ricci
- Agent-based modeling for the self-management of chronic diseases: An exploratory study (SIMULATION: Transactions of the Society for Modeling and Simulation International) — Sara Montagna, Andrea Omicini
- Agent-based Modelling in Multicellular Systems Biology (book chapter) — Sara Montagna, Andrea Omicini
- A Personal Medical Digital Assistant Agent for Supporting Human Operators in Emergency Scenarios (A2HC 2017) — Angelo Croatti, Sara Montagna, Alessandro Ricci
- The impact of self-loops in random boolean network dynamics (paper in proceedings) — Sara Montagna, Michele Braccini, Andrea Roli
- Agents and Multi-Agent Systems for Health Care (A2HC 2017) — Sara Montagna, Pedro Henriques Abreu, Sylvain Giroux, Michael Schumacher
- Preface (A2HC 2017) — Sara Montagna, Pedro H. Abreu, Sylvain Giroux, Michael I. Schumacher
7
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2017
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- Modeling intercellular communication as a survival strategy of cancer cells: An in-silico approach on a flexible bioinformatics framework (Bioinformatics and Biology Insights) — Maura Cárdenas-García, Pedro Pablo González Pérez, Sara Montagna, Oscar Sánchez Cortés, Elena Hernández Caballero
- Towards the Adoption of Agent-Based Modelling and Simulation in Mobile Health Systems for the Self-Management of Chronic Diseases (WOA 2016) — Sara Montagna, Andrea Omicini, Francesco Degli Angeli, Michele Donati
- Extending the Gillespie's Stochastic Simulation Algorithm for Integrating Discrete-Event and Multi-Agent Based Simulation (MABS 2015 @ AAMAS 2015) — Sara Montagna, Andrea Omicini, Danilo Pianini
- Spatial awareness in pervasive ecosystems (The Knowledge Engineering Review) — Simon Dobson, Mirko Viroli, Jose Luis Fernandez-Marquez, Franco Zambonelli, Graeme Stevenson, Giovanna Di Marzo Serugendo, Sara Montagna, Danilo Pianini, Juan Ye, Gabriella Castelli, Alberto Rosi
4
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2016
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- A coordination model of pervasive service ecosystems (Science of Computer Programming) — Mirko Viroli, Danilo Pianini, Sara Montagna, Graeme Stevenson, Franco Zambonelli
- Extending the Gillespie's Stochastic Simulation Algorithm for Integrating Discrete-Event and Multi-Agent Based Simulation (MABS 2015 @ AAMAS 2015) — Sara Montagna, Andrea Omicini, Danilo Pianini
- Developing Pervasive Multi-Agent Systems with Nature-Inspired Coordination (Pervasive and Mobile Computing) — Franco Zambonelli, Andrea Omicini, Bernhard Anzengruber, Gabriella Castelli, Francesco L. DeAngelis, Giovanna Di Marzo Serugendo, Simon Dobson, José Luis Fernandez-Marquez, Alois Ferscha, Marco Mamei, Stefano Mariani, Ambra Molesini, Sara Montagna, Jussi Nieminen, Danilo Pianini, Matteo Risoldi, Alberto Rosi, Graeme Stevenson, Mirko Viroli, Juan Ye
- A framework supporting multi-compartment stochastic simulation and parameter optimisation for investigating biological system development (SIMULATION: Transactions of the Society for Modeling and Simulation International) — Sara Montagna, Mirko Viroli, Andrea Roli
- A Gillespie-based Computational Model for Integrating Event-driven and Multi-Agent Based Simulation (AAMAS 2015) — Sara Montagna, Andrea Omicini, Danilo Pianini
5
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2015
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- Understanding the PI3K/AKT Anti-Apoptotic Signalling Pathway: a Tuple Space-Based Computational Framework for Simulating the Signal Transduction (Journal of Computations & Modelling) — Pedro Pablo González Pérez, Maura Cárdenas-García, Sara Montagna
- Self-Organising Semantic Resource Discovery for Pervasive Systems (ASENSIS 2012 @ SASO 2012) — Graeme Stevenson, Juan Ye, Simon Dobson, Mirko Viroli, Sara Montagna
- Combining self-organisation, context-awareness and semantic reasoning: the case of resource discovery in opportunistic networks (CM 2013 @ SAC 2013) — Graeme Stevenson, Juan Ye, Simon Dobson, Danilo Pianini, Sara Montagna, Mirko Viroli
- Injecting Self-organisation into Pervasive Service Ecosystems (Mobile Networks and Applications) — Sara Montagna, Mirko Viroli, Jose Luis Fernandez-Marquez, Giovanna Di Marzo Serugendo, Franco Zambonelli
- Chemical-oriented Simulation of Computational Systems with ALCHEMIST (Journal of Simulation) — Danilo Pianini, Sara Montagna, Mirko Viroli
- Description and composition of bio-inspired design patterns: a complete overview (Natural Computing) — Jose Luis Fernandez-Marquez, Giovanna Di Marzo Serugendo, Sara Montagna, Mirko Viroli, Josep Lluis Arcos
- Towards Situated Awareness in Urban Networks: A Bio-Inspired Approach (ASENSIS 2012 @ SASO 2012) — Graeme Stevenson, Jose Luis Fernandez-Marquez, Sara Montagna, Alberto Rosi, Juan Ye, Akla Tchao, Simon Dobson, Giovanna Di Marzo Serugendo, Mirko Viroli
- Composing Gradients for a Context-Aware Navigation of Users in a Smart-City (SCW 2013 @ AAMAS 2013) — Sara Montagna, Mirko Viroli
8
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2013
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- A Model for Drosophila Melanogaster Development from a Single Cell to Stripe Pattern Formation (SAC 2012) — Sara Montagna, Danilo Pianini, Mirko Viroli
- Gradient-based Self-organisation Patterns of Anticipative Adaptation (SASO 2012) — Sara Montagna, Danilo Pianini, Mirko Viroli
- Pervasive Ecosystems: a Coordination Model based on Semantic Chemistry (SAC 2012) — Mirko Viroli, Danilo Pianini, Sara Montagna, Graeme Stevenson
- Self-organising Semantic Resource Discovery for Pervasive Systems (ASENSIS 2012 @ SASO 2012) — Graeme Stevenson, Mirko Viroli, Juan Ye, Sara Montagna, Simon Dobson
- ASENSIS 2012 – 1st International Workshop on Adaptive Service Ecosystems: Nature and Socially Inspired Solutions (ASENSIS 2012 @ SASO 2012) — José Luis Fernandez-Marquez, Sara Montagna, Andrea Omicini, Franco Zambonelli
- A Computational Framework for Multilevel Morphologies (book chapter) — Sara Montagna, Mirko Viroli
- BIO-CORE: Bio-inspired Self-organising Mechanisms Core (paper in proceedings) — Jose Luis Fernandez-Marquez, Giovanna Di Marzo Serugendo, Sara Montagna
- 1st International Workshop on Adaptive Service Ecosystems: Natural and Socially Inspired Solutions (ASENSIS 2012) (ASENSIS 2012 @ SASO 2012) — José Luis Fernandez-Marquez, Sara Montagna, Andrea Omicini, Franco Zambonelli
- Towards a comprehensive approach to spontaneous self-composition in pervasive ecosystems (WOA 2012) — Sara Montagna, Mirko Viroli, Danilo Pianini, Jose Luis Fernandez-Marquez
- Simulation of caspases apoptotic signalling pathway in a tuple space-based bioinformatics infrastructure (EMBnet.journal) — Maura Cárdenas-García, Pedro Pablo González Pérez, Sara Montagna
10
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2012
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- A Simulation Framework for Pervasive Services Ecosystems (WOA 2011) — Danilo Pianini, Mirko Viroli, Sara Montagna
- Description and Composition of Bio-Inspired Design Patterns: the Gradient Case (paper in proceedings) — Jose Luis Fernandez-Marquez, Josep Lluis Arcos, Giovanna Di Marzo Serugendo, Mirko Viroli, Sara Montagna
- Self-aware Pervasive Service Ecosystems (fet11) — Franco Zambonelli, Gabriella Castelli, Laura Ferrari, Marco Mamei, Alberto Rosi, Giovanna Di Marzo Serugendo, Matteo Risoldi, Akla-Esso Tchao, Simon Dobson, Graeme Stevenson, Yuan Ye, Elena Nardini, Andrea Omicini, Sara Montagna, Mirko Viroli, Alois Ferscha, Sascha Maschek, Bernhard Wally
- Spatial Coordination of Pervasive Services through Chemical-inspired Tuple Spaces (ACM Transactions on Autonomous and Adaptive Systems) — Mirko Viroli, Matteo Casadei, Sara Montagna, Franco Zambonelli
- Multi-level models and infrastructures for simulating biological system development (phd thesis) — Sara Montagna
- A Chemical Inspired Simulation Framework for Pervasive Services Ecosystems (paper in proceedings) — Danilo Pianini, Sara Montagna, Mirko Viroli
- Self-organising Pervasive Ecosystems: A Crowd Evacuation Example (paper in proceedings) — Sara Montagna, Mirko Viroli, Matteo Risoldi, Danilo Pianini, Giovanna Di Marzo Serugendo
7
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2011
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3
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2010
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- A Biochemical Metaphor for Developing Eternally Adaptive Service Ecosystems (SAC 2009) — Mirko Viroli, Franco Zambonelli, Matteo Casadei, Sara Montagna
- Agent-based Modelling of Stem Cells (book chapter) — Mark d'Inverno, Paul Howells, Sara Montagna, Ingo Roeder, Rob Saunders
- An Automatic Quantification and Registration Strategy to Create a Gene Expression Atlas of Zebrafish Embryogenesis (paper in proceedings) — Carlos Castro Gonzalez, Miguel Angel Luengo-Oroz, Sophie Desnoulez, Louise Duloquin, Laura Fernández-de-Manuel, Sara Montagna, Maria J. Ledesma-Carbayo, Paul Bourgine, Nadine Peyrieras, Andres Santos
- Parameter tuning of a stochastic biological simulator by metaheuristics (paper in proceedings) — Sara Montagna, Andrea Roli
- A computational framework for modelling multicellular biochemistry (paper in proceedings) — Sara Montagna, Mirko Viroli
5
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2009
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2
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2008
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1
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2007
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1
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2006
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