Sara Manzoni

Orcid: 0000-0002-6406-536X

According to our database1, Sara Manzoni authored at least 101 papers between 2000 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Touch-Stim: Interoceptive Technologies for the Treatment of Chronic Osteoarthritis Pain.
Cyberpsychology Behav. Soc. Netw., 2024

An Attention-Based Method for the Minimum Vertex Cover Problem on Complex Networks.
Algorithms, 2024

Fine-Tuning of Distil-BERT for Continual Learning in Text Classification: An Experimental Analysis.
IEEE Access, 2024

FastMinTC+: A Fast and Effective Heuristic for Minimum Timeline Cover on Temporal Networks.
Proceedings of the 31st International Symposium on Temporal Representation and Reasoning, 2024

2023
vEEGNet: learning latent representations to reconstruct EEG raw data via variational autoencoders.
CoRR, 2023

hvEEGNet: exploiting hierarchical VAEs on EEG data for neuroscience applications.
CoRR, 2023

When Attention Turn To Be Explanation. A Case Study in Recommender Systems.
Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

vEEGNet: A New Deep Learning Model to Classify and Generate EEG.
Proceedings of the 9th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2023

2021
ACTA: A Mobile-Health Solution for Integrated Nudge-Neurofeedback Training for Senior Citizens.
CoRR, 2021

Convolutional Neural Networks for Quantitative Prediction of Different Organic Materials using Near-Infrared Spectrum.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Rapid Analysis of Powders Based on Deep Learning, Near-Infrared and Derivative Spectroscopy.
Proceedings of the 1st Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2021) co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2021), 2021

2020
Comparison of Attention-based Deep Learning Models for EEG Classification.
CoRR, 2020

Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial.
Comput. Methods Programs Biomed., 2020

Attentional Neural Mechanisms for Social Recommendations in Educational Platforms.
Proceedings of the 12th International Conference on Computer Supported Education, 2020

An Attention-based Architecture for EEG Classification.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

Explainable Attentional Neural Recommendations for Personalized Social Learning.
Proceedings of the AIxIA 2020 - Advances in Artificial Intelligence, 2020

Approaching Explainable Recommendations for Personalized Social Learning: the Current Stage in the Educational Platform "WhoTeach".
Proceedings of the Italian Workshop on Explainable Artificial Intelligence co-located with 19th International Conference of the Italian Association for Artificial Intelligence, 2020

2019
Nudges Driven Networks: Towards More Acceptable Recommendations for Inducing Targeted Social Communities.
Proceedings of the Internet Science - 6th International Conference, 2019

Top k 2-Clubs in a Network: A Genetic Algorithm.
Proceedings of the Computational Science - ICCS 2019, 2019

Optimized Social Explanation for Educational Platforms.
Proceedings of the 11th International Conference on Computer Supported Education, 2019

A Computational Model for Promoting Targeted Communication and Supplying Social Explainable Recommendations.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018
Patient Engagement: Theoretical and Heuristic Approaches for Supporting the Clinical Practice.
Proceedings of the Fourth Italian Workshop on Artificial Intelligence for Ambient Assisted Living 2018 co-located with 17th International Conference of the Italian Association for Artificial Intelligence, 2018

2014
A Checklist for the Evaluation of Pedestrian Simulation Software Functionalities.
CoRR, 2014

An Intelligent Tool for the Automated Evaluation of Pedestrian Simulation.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Evacuation study by crowd dynamics micro-simulation to support disaster prevention and management: The case of SIMULATOR project.
Proceedings of the International Carnahan Conference on Security Technology, 2014

2013
A Stochastic Cellular Automata for Modeling Pedestrian Groups Distribution.
J. Cell. Autom., 2013

2012
Towards Modeling Activity Scheduling in an Agent-based Model for Pedestrian Dynamics Simulation.
Proceedings of the 13th Workshop on Objects and Agents, 2012

Generation of Pedestrian Groups Distributions with Probabilistic Cellular Automata.
Proceedings of the Cellular Automata, 2012

2011
Crystals of Crowd: Modelling Pedestrian Groups Using MAS-based Approach.
Proceedings of the 12th Workshop on Objects and Agents, Rende (CS), Italy, Jul 4-6, 2011, 2011

MAKKSim: Dealing with Pedestrian Groups in MAS-based Crowd Simulation.
Proceedings of the 12th Workshop on Objects and Agents, Rende (CS), Italy, Jul 4-6, 2011, 2011

An Agent-Based Proxemic Model for Pedestrian and Group Dynamics: Motivations and First Experiments.
Proceedings of the Multi-Agent-Based Simulation XII - International Workshop, 2011

Towards an agent-based proxemic model for pedestrian and group dynamics: motivations and first experiments.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

Dealing with Crowd Crystals in MAS-Based Crowd Simulation: A Proposal.
Proceedings of the AI*IA 2011: Artificial Intelligence Around Man and Beyond, 2011

2010
Towards an Agent-Based Proxemic Model for Pedestrian and Group Dynamic.
Proceedings of the 11th WOA 2010 Workshop, 2010

Towards an Application of Graph Structure Analysis to a MAS-based Model of Proxemic Distances in Pedestrian Systems.
Proceedings of the 11th WOA 2010 Workshop, 2010

Towards Patterns of Comfort: A Multilayered Model Based on Situated Multi-agent Systems.
Proceedings of the Cellular Automata, 2010

2009
Agent Based Modeling and Simulation.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Agent Based Modeling and Simulation: An Informatics Perspective.
J. Artif. Soc. Soc. Simul., 2009

Towards a MAS Model for Crowd Simulation at Pop-Rock Concerts Exploiting Ontologies and Fuzzy Logic.
Proceedings of the 10th Workshop "From Objects to Agents", Parma, Italy, July 9-10, 2009, 2009

Case-Based Reasoning to Support Work and Learning in Small and Medium Enterprises.
Proceedings of the ICTAI 2009, 2009

Experimenting Situated Cellular Agents in Indoor Scenario: Pedestrian Dynamics during Lecture Hall Evacuation.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009

Crowd Behavior Modeling: From Cellular Automata to Multi-Agent Systems.
Proceedings of the Multi-Agent Systems - Simulation and Applications., 2009

2008
Core Knowledge Management in a Designer Community of the Automotive Field.
Proceedings of the Knowledge Management In Action, 2008

Evolving robust cellular automata rules with genetic programming.
Proceedings of the Automata 2008: Theory and Applications of Cellular Automata, 2008

Towards an Ontology for Crowds Description: A Proposal Based on Description Logic.
Proceedings of the Cellular Automata, 2008

GP Generation of Pedestrian Behavioral Rules in an Evacuation Model Based on SCA.
Proceedings of the Cellular Automata, 2008

2007
Modelling the immune system: the case of situated cellular agents.
Nat. Comput., 2007

Multi-agent modeling of the immune system: The situated cellular agents approach.
Multiagent Grid Syst., 2007

Emergent Pattern Interpretation in Vegetable Population Dynamics.
J. Cell. Autom., 2007

Substitutional Adaptation in Case-Based Reasoning: A General Framework Applied to P-Truck Curing.
Appl. Artif. Intell., 2007

State of Applications in AI Researches from AI*IA 2005.
Appl. Artif. Intell., 2007

A qualitative evaluation of technologies and techniques for data collection on pedestrians and crowded situations.
Proceedings of the 2007 Summer Computer Simulation Conference, 2007

SCA approach to micro-scale modelling of paradigmatic emergent crowd behaviors.
Proceedings of the 2007 Summer Computer Simulation Conference, 2007

Pedestrian and Crowd Dynamics Simulation: Testing SCA on Paradigmatic Cases of Emerging Coordination in Negative Interaction Conditions.
Proceedings of the Parallel Computing Technologies, 2007

2006
Toward a platform for Multi-layered Multi-Agent Situated System (MMASS)-based simulations: focusing on field diffusion.
Appl. Artif. Intell., 2006

Emergent Spatial Patterns in Vegetable Population Dynamics: Towards Pattern Detection and Interpretation.
Proceedings of the Computational Science, 2006

Automatic Detection of Go-Based Patterns in CA Model of Vegetable Populations: Experiments on <i>Geta</i> Pattern Recognition.
Proceedings of the Cellular Automata, 2006

Towards Affective Situated Cellular Agents.
Proceedings of the Cellular Automata, 2006

2005
Supporting the application of Situated Cellular Agents in non-uniform spaces.
Future Gener. Comput. Syst., 2005

Towards the Interpretation of Emergent Spatial Patterns through GO Game: the Case of Forest Population Dynamics.
Proceedings of the WOA 2005: Dagli Oggetti agli Agenti. 6th AI*IA/TABOO Joint Workshop "From Objects to Agents": Simulation and Formal Analysis of Complex Systems, 2005

Modelling the Immune System with Situated Agents.
Proceedings of the Neural Nets, 16th Italian Workshop on Neural Nets, 2005

Situated Agents Interaction: Coordinated Change of State for Adjacent Agents.
Proceedings of the Parallel Computing Technologies, 2005

ST-Modal Logic to Correlate Traffic Alarms on Italian Highways: Project Overview and Example Installations.
Proceedings of the Innovations in Applied Artificial Intelligence, 2005

Towards a Methodology for Situated Cellular Agent Based Crowd Simulations.
Proceedings of the Engineering Societies in the Agents World VI, 2005

Web Sites as Agents' Environments: General Framework and Applications.
Proceedings of the Environments for Multi-Agent Systems II, Second International Workshop, 2005

Situated Agents and the Web: Supporting Site Adaptivity.
Proceedings of the Multi-Agent Systems and Applications IV, 2005

Towards a General Framework for Substitutional Adaptation in Case-Based Reasoning.
Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

2004
Situated multi-agent systems.
PhD thesis, 2004

Multi-agent approach to localization problems: The case of Multilayered Multi-Agent Situated System.
Web Intell. Agent Syst., 2004

COTS Configuration: Exploiting Experiential Knowledge To Build Reliable Systems.
Künstliche Intell., 2004

Situated Cellular Agents: A Model to Simulate Crowding Dynamics.
IEICE Trans. Inf. Syst., 2004

Knowledge artifacts and innovation management: chemical compound design in P-Truck Project.
Intelligenza Artificiale, 2004

Supporting the sense of presence in control environments.
Cogn. Technol. Work., 2004

Commutation as an emergent phenomenon of residential and industrial location decisions: from a microeconomic to a MMASS-based model.
Proceedings of the WOA 2004: Dagli Oggetti agli Agenti. 5th AI*IA/TABOO Joint Workshop "From Objects to Agents": Complex Systems and Rational Agents, 30 November, 2004

Towards a Model for Ubiquitous and Mobile Computing.
Proceedings of the 13th IEEE International Workshops on Enabling Technologies (WETICE 2004), 2004

A Spatially Dependent Communication Model for Ubiquitous Systems.
Proceedings of the Environments for Multi-Agent Systems, First International Workshop, 2004

A CA Approach to Study Complex Dynamics in Asset Markets.
Proceedings of the Cellular Automata, 2004

2003
Situated Cellular Agents and Immune System Modelling.
Proceedings of the WOA 2003: Dagli Oggetti agli Agenti. 4th AI*IA/TABOO Joint Workshop "From Objects to Agents": Intelligent Systems and Pervasive Computing, 2003

Intelligent alarm correlation.
Proceedings of the IEEE International Conference on Systems, 2003

A Multi-Agent System for Remote Psychological Profiling with Role Playing Games Based Tests.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Situated Cellular Agents in Non-uniform Spaces.
Proceedings of the Parallel Computing Technologies, 2003

MMASS Approach to Localization Problems.
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

Knowledge Maintenance and Sharing in the KM Context: The Case of P--Truck.
Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

2002
Heterogeneous Agents Situated in Heterogeneous Spaces.
Appl. Artif. Intell., 2002

RPG-Profiler: a MAS for Role Playing Games Based Tests in Employee Assessment.
Proceedings of the WOA 2002: Dagli Oggetti agli Agenti. 3rd AI*IA/TABOO Joint Workshop "From Objects to Agents": From Information to Knowledge, 2002

A support system to COTS-based software development for business services.
Proceedings of the 14th international conference on Software engineering and knowledge engineering, 2002

Mechanisms to support situated agent systems.
Proceedings of the Seventh IEEE Symposium on Computers and Communications (ISCC 2002), 2002

Tuning Production Processes through a Case Based Reasoning Approach.
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002

Modelling Heterogeneity in Multi Agent Systems.
Proceedings of the EurAsia-ICT 2002: Information and Communication Technology, 2002

Acquiring Knowledge and Numerical Data to Support CBR Retrieval.
Proceedings of the Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web, 2002

Alarm Correlation in Traffic Monitoring and Control Systems: A Knowledge-Based Approach.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002

Dealing with space in multi--agent systems: a model for situated MAS.
Proceedings of the First International Joint Conference on Autonomous Agents & Multiagent Systems, 2002

Enhancing Cellular Spaces by Multilayered Multi Agent Situated Systems.
Proceedings of the Cellular Automata, 2002

2001
A OO Framework for Multi-Agent Systems.
Proceedings of the WOA 2001: Dagli Oggetti agli Agenti. 2nd AI*IA/TABOO Joint Workshop "From Objects to Agents": Evolutive Trends of Software Systems, 2001

Application of fuzzy indexing and retrieval in case based reasoning for design.
Proceedings of the 2001 ACM Symposium on Applied Computing (SAC), 2001

CBR Adaptation for Chemical Formulation.
Proceedings of the Case-Based Reasoning Research and Development, 2001

L*MASS: A Language for Situated Multi-agent Systems.
Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

Product Design as Product Revise: The Case of Chemical Compounds.
Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

2000
OO Reactive Agents for RDM-Based Simulations.
Proceedings of the WOA 2000: Dagli Oggetti agli Agenti. 1st AI*IA/TABOO Joint Workshop "From Objects to Agents": Evolutive Trends of Software Systems, 2000

A Support System Based on CBR for the Design of Rubber Compounds in Motor Racing.
Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000

A Knowledge-Based System for the Design of Rubber Compounds in Motor Racing.
Proceedings of the ECAI 2000, 2000


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