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Sara Manzoni
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Books and Theses
- 2004
- [b1]Sara Manzoni:
Situated multi-agent systems. University of Milan, Italy, 2004
Journal Articles
- 2024
- [j19]Sahar Shah, Sara Lucia Manzoni, Farooq Zaman, Fatima Es-Sabery, Francesco Epifania, Italo Francesco Zoppis:
Fine-Tuning of Distil-BERT for Continual Learning in Text Classification: An Experimental Analysis. IEEE Access 12: 104964-104982 (2024) - [j18]Giorgio Lazzarinetti
, Riccardo Dondi
, Sara Manzoni
, Italo Zoppis
:
An Attention-Based Method for the Minimum Vertex Cover Problem on Complex Networks. Algorithms 17(2): 72 (2024) - [j17]Sara Manzoni, Francesca Pischiutta, Giuseppe Riva, Daniele Di Lernia:
Touch-Stim: Interoceptive Technologies for the Treatment of Chronic Osteoarthritis Pain. Cyberpsychology Behav. Soc. Netw. 27(6): 431-433 (2024) - 2020
- [j16]Alfredo Raglio
, Marcello Imbriani
, Chiara Imbriani, Paola Baiardi
, Sara Manzoni, Marta Gianotti, Mauro Castelli
, Leonardo Vanneschi
, Francisco Vico, Luca Manzoni
:
Machine learning techniques to predict the effectiveness of music therapy: A randomized controlled trial. Comput. Methods Programs Biomed. 185: 105160 (2020) - 2013
- [j15]Lorenza Manenti, Sara Manzoni, Stefania Bandini:
A Stochastic Cellular Automata for Modeling Pedestrian Groups Distribution. J. Cell. Autom. 8(5-6): 321-332 (2013) - 2009
- [j14]Stefania Bandini, Sara Manzoni, Giuseppe Vizzari:
Agent Based Modeling and Simulation: An Informatics Perspective. J. Artif. Soc. Soc. Simul. 12(4) (2009) - 2007
- [j13]Stefania Bandini
, Sara Manzoni:
State of Applications in AI Researches from AI*IA 2005. Appl. Artif. Intell. 21(4&5): 257-258 (2007) - [j12]Sara Manzoni, Fabio Sartori, Giuseppe Vizzari
:
Substitutional Adaptation in Case-Based Reasoning: A General Framework Applied to P-Truck Curing. Appl. Artif. Intell. 21(4&5): 427-442 (2007) - [j11]Stefania Bandini, Sara Manzoni, Giancarlo Mauri, Stefano Redaelli:
Emergent Pattern Interpretation in Vegetable Population Dynamics. J. Cell. Autom. 2(2): 103-110 (2007) - [j10]Stefania Bandini
, Sara Manzoni, Giuseppe Vizzari
:
Multi-agent modeling of the immune system: The situated cellular agents approach. Multiagent Grid Syst. 3(2): 173-182 (2007) - [j9]Stefania Bandini
, Franco Celada, Sara Manzoni, Giuseppe Vizzari
:
Modelling the immune system: the case of situated cellular agents. Nat. Comput. 6(1): 19-32 (2007) - 2006
- [j8]Stefania Bandini
, Sara Manzoni, Giuseppe Vizzari
:
Toward a platform for Multi-layered Multi-Agent Situated System (MMASS)-based simulations: focusing on field diffusion. Appl. Artif. Intell. 20(2-4): 327-351 (2006) - 2005
- [j7]Stefania Bandini
, Sara Manzoni, Carla Simone:
Supporting the application of Situated Cellular Agents in non-uniform spaces. Future Gener. Comput. Syst. 21(4): 627-631 (2005) - 2004
- [j6]Stefania Bandini, Sara Manzoni, Fabrizio Nunnari, Carla Simone:
Supporting the sense of presence in control environments. Cogn. Technol. Work. 6(1): 49-52 (2004) - [j5]Stefania Bandini, Sara Manzoni, Carla Simone:
Knowledge artifacts and innovation management: chemical compound design in P-Truck Project. Intelligenza Artificiale 1(3): 21-26 (2004) - [j4]Stefania Bandini, Sara Manzoni, Giuseppe Vizzari:
Situated Cellular Agents: A Model to Simulate Crowding Dynamics. IEICE Trans. Inf. Syst. 87-D(3): 669-676 (2004) - [j3]Stefania Bandini, Sara Manzoni, Paolo Mereghetti:
COTS Configuration: Exploiting Experiential Knowledge To Build Reliable Systems. Künstliche Intell. 18(3): 30- (2004) - [j2]Stefania Bandini, Sara Manzoni, Giuseppe Vizzari:
Multi-agent approach to localization problems: The case of Multilayered Multi-Agent Situated System. Web Intell. Agent Syst. 2(3): 155-166 (2004) - 2002
- [j1]Stefania Bandini
, Sara Manzoni, Carla Simone:
Heterogeneous Agents Situated in Heterogeneous Spaces. Appl. Artif. Intell. 16(9-10): 831-852 (2002)
Conference and Workshop Papers
- 2023
- [c73]Alberto Zancanaro, Italo Francesco Zoppis, Sara Manzoni, Giulia Cisotto:
vEEGNet: A New Deep Learning Model to Classify and Generate EEG. ICT4AWE 2023: 245-252 - [c72]Ricardo Anibal Matamoros Aragon, Italo Zoppis, Sara Manzoni:
When Attention Turn To Be Explanation. A Case Study in Recommender Systems. xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023: 129-134 - 2021
- [c71]Tegegn Dagmawi Delelegn, Italo Francesco Zoppis, Sara Manzoni, Alessio Mognato, Ivan Reguzzoni, Edoardo Lotti:
Rapid Analysis of Powders Based on Deep Learning, Near-Infrared and Derivative Spectroscopy. AIABI@AI*IA 2021 - [c70]Tegegn Dagmawi Delelegn, Italo Zoppis, Sara Manzoni, Cezar Sas, Edoardo Lotti:
Convolutional Neural Networks for Quantitative Prediction of Different Organic Materials using Near-Infrared Spectrum. BIOSIGNALS 2021: 169-176 - 2020
- [c69]Luca Marconi
, Ricardo Anibal Matamoros Aragon
, Italo Zoppis
, Sara Manzoni
, Giancarlo Mauri
, Francesco Epifania:
Explainable Attentional Neural Recommendations for Personalized Social Learning. AI*IA 2020: 67-79 - [c68]Luca Marconi, Ricardo Anibal Matamoros Aragon, Italo Zoppis, Sara Manzoni, Giancarlo Mauri, Francesco Epifania:
Approaching Explainable Recommendations for Personalized Social Learning: the Current Stage in the Educational Platform "WhoTeach". XAI.it@AI*IA 2020: 104-111 - [c67]Italo Zoppis, Alessio Zanga
, Sara Manzoni, Giulia Cisotto
, Angela Morreale, Fabio Stella, Giancarlo Mauri
:
An Attention-based Architecture for EEG Classification. BIOSIGNALS 2020: 214-219 - [c66]Italo Zoppis, Sara Manzoni, Giancarlo Mauri
, Ricardo Anibal Matamoros Aragon, Luca Marconi, Francesco Epifania:
Attentional Neural Mechanisms for Social Recommendations in Educational Platforms. CSEDU (1) 2020: 111-117 - 2019
- [c65]Italo Zoppis, Sara Manzoni, Giancarlo Mauri
:
A Computational Model for Promoting Targeted Communication and Supplying Social Explainable Recommendations. CBMS 2019: 429-434 - [c64]Italo Zoppis, Riccardo Dondi, Sara Manzoni, Giancarlo Mauri
, Luca Marconi
, Francesco Epifania:
Optimized Social Explanation for Educational Platforms. CSEDU (1) 2019: 85-91 - [c63]Mauro Castelli
, Riccardo Dondi, Sara Manzoni, Giancarlo Mauri
, Italo Zoppis:
Top k 2-Clubs in a Network: A Genetic Algorithm. ICCS (5) 2019: 656-663 - [c62]Italo Zoppis, Sara Manzoni, Giancarlo Mauri
, Giada Pietrabissa, Andrea Trentini, Daniela Micucci, Gianluca Castelnuovo
:
Nudges Driven Networks: Towards More Acceptable Recommendations for Inducing Targeted Social Communities. INSCI 2019: 348-355 - 2018
- [c61]Italo Zoppis, Riccardo Dondi, Sara Manzoni, Giancarlo Mauri:
Patient Engagement: Theoretical and Heuristic Approaches for Supporting the Clinical Practice. AI*AAL@AI*IA 2018: 51-66 - 2014
- [c60]Sara Manzoni, Simone Sterlacchini
:
Evacuation study by crowd dynamics micro-simulation to support disaster prevention and management: The case of SIMULATOR project. ICCST 2014: 1-6 - [c59]Evangelos Boukas
, Luca Crociani
, Sara Manzoni, Giuseppe Vizzari
, Antonios Gasteratos, Georgios Ch. Sirakoulis
:
An Intelligent Tool for the Automated Evaluation of Pedestrian Simulation. SETN 2014: 136-149 - 2012
- [c58]Stefania Bandini, Lorenza Manenti, Sara Manzoni:
Generation of Pedestrian Groups Distributions with Probabilistic Cellular Automata. ACRI 2012: 299-308 - [c57]Lorenza Manenti, Sara Manzoni, Giuseppe Vizzari, Jan Dijkstra:
Towards Modeling Activity Scheduling in an Agent-based Model for Pedestrian Dynamics Simulation. WOA 2012 - 2011
- [c56]Stefania Bandini
, Lorenza Manenti, Luca Manzoni
, Sara Manzoni:
Dealing with Crowd Crystals in MAS-Based Crowd Simulation: A Proposal. AI*IA 2011: 92-103 - [c55]Sara Manzoni, Giuseppe Vizzari, Kazumichi Ohtsuka, Kenichiro Shimura:
Towards an agent-based proxemic model for pedestrian and group dynamics: motivations and first experiments. AAMAS 2011: 1223-1224 - [c54]Lorenza Manenti, Sara Manzoni, Giuseppe Vizzari
, Kazumichi Ohtsuka, Kenichiro Shimura:
An Agent-Based Proxemic Model for Pedestrian and Group Dynamics: Motivations and First Experiments. MABS 2011: 74-89 - [c53]Lorenza Manenti, Sara Manzoni:
Crystals of Crowd: Modelling Pedestrian Groups Using MAS-based Approach. WOA 2011: 51-57 - [c52]Andrea Bonomi, Lorenza Manenti, Sara Manzoni, Giuseppe Vizzari:
MAKKSim: Dealing with Pedestrian Groups in MAS-based Crowd Simulation. WOA 2011: 166-170 - 2010
- [c51]Paola Lembo, Lorenza Manenti, Sara Manzoni:
Towards Patterns of Comfort: A Multilayered Model Based on Situated Multi-agent Systems. ACRI 2010: 439-445 - [c50]Lorenza Manenti, Luca Manzoni, Sara Manzoni:
Towards an Application of Graph Structure Analysis to a MAS-based Model of Proxemic Distances in Pedestrian Systems. WOA 2010 - [c49]Lorenza Manenti, Sara Manzoni, Giuseppe Vizzari, Kazumichi Ohtsuka, Kenichiro Shimura:
Towards an Agent-Based Proxemic Model for Pedestrian and Group Dynamic. WOA 2010 - 2009
- [c48]Andrea Bonomi, Sara Manzoni, Antonio Pisano, Giuseppe Vizzari
:
Experimenting Situated Cellular Agents in Indoor Scenario: Pedestrian Dynamics during Lecture Hall Evacuation. Web Intelligence/IAT Workshops 2009: 591-594 - [c47]Stefania Bandini
, Sara Manzoni, Fabio Sartori:
Case-Based Reasoning to Support Work and Learning in Small and Medium Enterprises. ICTAI 2009: 253-260 - [c46]Eliana Magnolo, Lorenza Manenti, Sara Manzoni, Fabio Sartori:
Towards a MAS Model for Crowd Simulation at Pop-Rock Concerts Exploiting Ontologies and Fuzzy Logic. WOA 2009: 92-99 - 2008
- [c45]Stefania Bandini
, Sara Manzoni, Giancarlo Mauri
, Stefano Redaelli, Leonardo Vanneschi
:
GP Generation of Pedestrian Behavioral Rules in an Evacuation Model Based on SCA. ACRI 2008: 409-416 - [c44]Stefania Bandini
, Sara Manzoni, Stefano Redaelli:
Towards an Ontology for Crowds Description: A Proposal Based on Description Logic. ACRI 2008: 538-541 - [c43]Stefania Bandini, Sara Manzoni, Leonardo Vanneschi:
Evolving robust cellular automata rules with genetic programming. Automata 2008: 542-556 - [c42]Stefania Bandini
, Sara Manzoni, Fabio Sartori:
Core Knowledge Management in a Designer Community of the Automotive Field. Knowledge Management In Action 2008: 3-15 - 2007
- [c41]Stefania Bandini
, Mizar Luca Federici, Sara Manzoni, Giuseppe Vizzari:
Pedestrian and Crowd Dynamics Simulation: Testing SCA on Paradigmatic Cases of Emerging Coordination in Negative Interaction Conditions. PaCT 2007: 360-369 - [c40]Stefania Bandini, Mizar Luca Federici, Sara Manzoni:
SCA approach to micro-scale modelling of paradigmatic emergent crowd behaviors. SCSC 2007: 1051-1056 - [c39]Stefania Bandini, Mizar Luca Federici, Sara Manzoni:
A qualitative evaluation of technologies and techniques for data collection on pedestrians and crowded situations. SCSC 2007: 1057-1064 - 2006
- [c38]Stefania Bandini, Sara Manzoni, Stefano Redaelli, Leonardo Vanneschi
:
Automatic Detection of Go-Based Patterns in CA Model of Vegetable Populations: Experiments on Geta Pattern Recognition. ACRI 2006: 427-435 - [c37]Stefania Bandini, Sara Manzoni:
Towards Affective Situated Cellular Agents. ACRI 2006: 686-689 - [c36]Stefania Bandini
, Sara Manzoni, Stefano Redaelli, Leonardo Vanneschi
:
Emergent Spatial Patterns in Vegetable Population Dynamics: Towards Pattern Detection and Interpretation. International Conference on Computational Science (3) 2006: 289-296 - 2005
- [c35]Sara Manzoni, Fabio Sartori, Giuseppe Vizzari
:
Towards a General Framework for Substitutional Adaptation in Case-Based Reasoning. AI*IA 2005: 331-342 - [c34]Stefania Bandini
, Sara Manzoni, Giuseppe Vizzari
:
Situated Agents and the Web: Supporting Site Adaptivity. CEEMAS 2005: 521-530 - [c33]Stefania Bandini
, Sara Manzoni, Giuseppe Vizzari
:
Web Sites as Agents' Environments: General Framework and Applications. E4MAS 2005: 235-250 - [c32]Stefania Bandini
, Mizar Luca Federici, Sara Manzoni, Giuseppe Vizzari
:
Towards a Methodology for Situated Cellular Agent Based Crowd Simulations. ESAW 2005: 203-220 - [c31]Stefania Bandini, Davide Bogni, Sara Manzoni, Alessandro Mosca:
ST-Modal Logic to Correlate Traffic Alarms on Italian Highways: Project Overview and Example Installations. IEA/AIE 2005: 819-828 - [c30]Stefania Bandini
, Sara Manzoni, Giuseppe Vizzari:
Situated Agents Interaction: Coordinated Change of State for Adjacent Agents. PaCT 2005: 114-128 - [c29]Stefania Bandini
, Franco Celada, Sara Manzoni, Roberto Puzone
, Giuseppe Vizzari
:
Modelling the Immune System with Situated Agents. WIRN/NAIS 2005: 231-243 - [c28]Stefania Bandini, Sara Manzoni, Stefano Redaelli:
Towards the Interpretation of Emergent Spatial Patterns through GO Game: the Case of Forest Population Dynamics. WOA 2005: 99-103 - 2004
- [c27]Stefania Bandini, Sara Manzoni, Ahmad Naimzada, Giulio Pavesi
:
A CA Approach to Study Complex Dynamics in Asset Markets. ACRI 2004: 591-600 - [c26]Stefania Bandini
, Sara Manzoni, Giuseppe Vizzari:
A Spatially Dependent Communication Model for Ubiquitous Systems. E4MAS 2004: 74-90 - [c25]Sara Manzoni, Fabrizio Nunnari, Giuseppe Vizzari:
Towards a Model for Ubiquitous and Mobile Computing. WETICE 2004: 423-428 - [c24]Alexander Kaufmann, Sara Manzoni, Andreas Resetarits:
Commutation as an emergent phenomenon of residential and industrial location decisions: from a microeconomic to a MMASS-based model. WOA 2004: 86-92 - 2003
- [c23]Stefania Bandini, Sara Manzoni, Fabio Sartori:
Knowledge Maintenance and Sharing in the KM Context: The Case of P--Truck. AI*IA 2003: 499-510 - [c22]Stefania Bandini
, Sara Manzoni, Giuseppe Vizzari:
MMASS Approach to Localization Problems. IAT 2003: 357-363 - [c21]Stefania Bandini, Sara Manzoni, Carla Simone:
Situated Cellular Agents in Non-uniform Spaces. PaCT 2003: 10-19 - [c20]Stefania Bandini, Sara Manzoni, Giuseppe Vizzari
:
A Multi-Agent System for Remote Psychological Profiling with Role Playing Games Based Tests. SAC 2003: 33-37 - [c19]Stefania Bandini, Sara Manzoni, Alessandro Mosca, Fabio Sartori:
Intelligent alarm correlation. SMC 2003: 3601-3606 - [c18]Stefania Bandini, Sara Manzoni, Giuseppe Vizzari:
Situated Cellular Agents and Immune System Modelling. WOA 2003: 36-41 - 2002
- [c17]Stefania Bandini, Sara Manzoni, Carla Simone:
Enhancing Cellular Spaces by Multilayered Multi Agent Situated Systems. ACRI 2002: 156-167 - [c16]Stefania Bandini, Sara Manzoni, Carla Simone:
Dealing with space in multi--agent systems: a model for situated MAS. AAMAS 2002: 1183-1190 - [c15]Stefania Bandini, Davide Bogni, Sara Manzoni:
Alarm Correlation in Traffic Monitoring and Control Systems: A Knowledge-Based Approach. ECAI 2002: 638-642 - [c14]Stefania Bandini, Sara Manzoni, Fabio Sartori:
Acquiring Knowledge and Numerical Data to Support CBR Retrieval. EKAW 2002: 8-13 - [c13]Stefania Bandini, Sara Manzoni, Carla Simone:
Modelling Heterogeneity in Multi Agent Systems. EurAsia-ICT 2002: 685-692 - [c12]Stefania Bandini, Sara Manzoni, Carla Simone:
Tuning Production Processes through a Case Based Reasoning Approach. ECCBR 2002: 475-489 - [c11]Stefania Bandini
, Flavio De Paoli
, Sara Manzoni, Carla Simone:
Mechanisms to support situated agent systems. ISCC 2002: 747-752 - [c10]Stefania Bandini
, Flavio De Paoli
, Sara Manzoni, Paolo Mereghetti:
A support system to COTS-based software development for business services. SEKE 2002: 307-314 - [c9]Stefania Bandini, Sara Manzoni, Giuseppe Vizzari:
RPG-Profiler: a MAS for Role Playing Games Based Tests in Employee Assessment. WOA 2002: 72-77 - 2001
- [c8]Stefania Bandini, Sara Manzoni:
Product Design as Product Revise: The Case of Chemical Compounds. AI*IA 2001: 159-164 - [c7]Stefania Bandini, Sara Manzoni, Giulio Pavesi
, Carla Simone:
L*MASS: A Language for Situated Multi-agent Systems. AI*IA 2001: 249-254 - [c6]Stefania Bandini, Sara Manzoni:
CBR Adaptation for Chemical Formulation. ICCBR 2001: 634-647 - [c5]Stefania Bandini, Sara Manzoni:
Application of fuzzy indexing and retrieval in case based reasoning for design. SAC 2001: 462-466 - [c4]Stefania Bandini, Flavio De Paoli, Sara Manzoni, Carla Simone:
A OO Framework for Multi-Agent Systems. WOA 2001: 80-85 - 2000
- [c3]Stefania Bandini, Sara Manzoni:
A Knowledge-Based System for the Design of Rubber Compounds in Motor Racing. ECAI 2000: 691-695 - [c2]Stefania Bandini, Sara Manzoni:
A Support System Based on CBR for the Design of Rubber Compounds in Motor Racing. EWCBR 2000: 348-357 - [c1]Stefania Bandini, Flavio De Paoli, Sara Manzoni, Carla Simone:
OO Reactive Agents for RDM-Based Simulations. WOA 2000: 19-22
Parts in Books or Collections
- 2009
- [p1]Sara Manzoni, Giuseppe Vizzari, Stefania Bandini:
Crowd Behavior Modeling: From Cellular Automata to Multi-Agent Systems. Multi-Agent Systems 2009: 301-324
Editorship
- 2010
- [e3]Stefania Bandini, Sara Manzoni, Hiroshi Umeo, Giuseppe Vizzari
:
Cellular Automata - 9th International Conference on Cellular Automata for Research and Industry, ACRI 2010, Ascoli Piceno, Italy, September 21-24, 2010. Proceedings. Lecture Notes in Computer Science 6350, Springer 2010, ISBN 978-3-642-15978-7 [contents] - 2005
- [e2]Stefania Bandini, Sara Manzoni:
AI*IA 2005: Advances in Artificial Intelligence, 9th Congress of the Italian Association for Artificial Intelligence, Milan, Italy, September 21-23, 2005, Proceedings. Lecture Notes in Computer Science 3673, Springer 2005, ISBN 3-540-29041-9 [contents] - 2002
- [e1]Flavio De Paoli, Sara Manzoni, Agostino Poggi:
WOA 2002: Dagli Oggetti agli Agenti. 3rd AI*IA/TABOO Joint Workshop "From Objects to Agents": From Information to Knowledge, 18-19 November 2002, Milano, Italy. Pitagora Editrice Bologna 2002, ISBN 88-371-1363-3 [contents]
Reference Works
- 2009
- [r1]Stefania Bandini, Sara Manzoni, Giuseppe Vizzari
:
Agent Based Modeling and Simulation. Encyclopedia of Complexity and Systems Science 2009: 184-197
Informal and Other Publications
- 2023
- [i5]Giulia Cisotto, Alberto Zancanaro, Italo Francesco Zoppis, Sara L. Manzoni:
hvEEGNet: exploiting hierarchical VAEs on EEG data for neuroscience applications. CoRR abs/2312.00799 (2023) - [i4]Alberto Zancanaro, Giulia Cisotto, Italo Zoppis, Sara Lucia Manzoni:
vEEGNet: learning latent representations to reconstruct EEG raw data via variational autoencoders. CoRR abs/2312.09449 (2023) - 2021
- [i3]Giulia Cisotto, Andrea Trentini, Italo Zoppis, Alessio Zanga
, Sara Manzoni, Giada Pietrabissa, Anna Guerrini Usubini, Gianluca Castelnuovo:
ACTA: A Mobile-Health Solution for Integrated Nudge-Neurofeedback Training for Senior Citizens. CoRR abs/2102.08692 (2021) - 2020
- [i2]Giulia Cisotto, Alessio Zanga
, Joanna Chlebus, Italo Zoppis, Sara Manzoni, Urszula Markowska-Kaczmar:
Comparison of Attention-based Deep Learning Models for EEG Classification. CoRR abs/2012.01074 (2020) - 2014
- [i1]Mizar Luca Federici, Lorenza Manenti, Sara Manzoni:
A Checklist for the Evaluation of Pedestrian Simulation Software Functionalities. CoRR abs/1404.7717 (2014)
Coauthor Index
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