Stefania Bandini

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 71

Top Venues

Publications

Frida Milella, Michela Oltolini, Stefania Bandini
Can wearable technologies contribute to an age-friendly walkability environment? First insights from a systematic review of the literature. PETRA (2024)
Stefania Bandini, Daniela Briola, Alberto Dennunzio, Francesca Gasparini, Marta Giltri, Giuseppe Vizzari
Distance-based affective states in cellular automata pedestrian simulation. Nat. Comput. 23 (1) (2024)
Stefania Bandini, Bastien Chopard, Giancarlo Mauri
Preface. Nat. Comput. 23 (1) (2024)
Frida Milella, Davide Donato Russo, Stefania Bandini
How artificial intelligence can support informal caregivers in their caring duties to elderly? A systematic review of the literature. AIxAS@AI*IA (2023)
Lorenzo Olearo, Fabio D'Adda, Vincenzina Messina, Marco Cremaschi, Stefania Bandini, Francesca Gasparini
An artificial intelligence approach to predict mutidimensional poverty of older people from unlabelled data. AIxAS@AI*IA (2023)
Francesca Gasparini, Alessandra Grossi, Marta Giltri, Katsuhiro Nishinari, Stefania Bandini
Behavior and Task Classification Using Wearable Sensor Data: A Study across Different Ages. Sensors 23 (6) (2023)
Fabio D'Adda, Marco Cremaschi, Enza Messina, Marco Terraneo, Stefania Bandini, Francesca Gasparini
A Three Level Prediction of Multidimensional Poverty in Elderly. Ital-IA (2023)
Matteo Garavaglia, Alessandro Solinas, Ricardo Anibal Matamoros Aragon, Stefania Bandini, Francesco Epifania
The Use of Impressions in Recommender Systems: Improving Complete and Semi Cold-Start (short paper). AIABI@AI*IA (2023)
Domenico Giorgio Sorrenti, Francesca Gasparini, Fabio D'Elia, Andrea Ballini, Simone Fontana, Federica Di Lauro, Alessandra Grossi, Stefano Dessena, Stefania Bandini
Pedestrian and Autonomous Vehicles Interaction: Towards Affective Crossing. ALTRUIST@ICSR (2022)
Marta Giltri, Stefania Bandini, Francesca Gasparini, Daniela Briola
Furthering an Agent-Based Modeling Approach Introducing Affective States Based on Real Data. ATT@IJCAI (2022)
Stefania Bandini, Daniela Briola, Alberto Dennunzio, Francesca Gasparini, Marta Giltri, Giuseppe Vizzari
Integrating the Implications of Distance-Based Affective States in Cellular Automata Pedestrian Simulation. ACRI (2022)
Stefania Bandini, Valeria Marina Borodi, David Chieregato, Marco Cremaschi, Federica D'Antico, Vincenzina Messina, Marco Terraneo, Laura Terzera, Francesca Gasparini
Artificial Intelligence facing Multidimensional Poverty in Elderly. AIxAS@AI*IA (2022)
Stefania Bandini, Francesca Gasparini
Social and Active Inclusion of the Elderly in the City Through Affective Walkability. Rev. Socionetwork Strateg. 15 (2) (2021)
Francesca Gasparini, Alessandra Grossi, Stefania Bandini
A Deep Learning Approach to Recognize Cognitive Load using PPG Signals. PETRA (2021)
Francesca Gasparini, Marta Giltri, Daniela Briola, Alberto Dennunzio, Stefania Bandini
Affectivity and Proxemic Distances: an Experimental Agent-based Modeling Approach. AIxAS@AI*IA (2021)
Francesca Gasparini, Marta Giltri, Stefania Bandini
Safety perception and pedestrian dynamics: Experimental results towards affective agents modeling. AI Commun. 34 (1) (2021)
Francesca Gasparini, Alessandra Grossi, Stefania Bandini
Population Age Classification Based on Subject's Physiological Responses. AIxAS@AI*IA (2021)
Francesca Gasparini, Marta Giltri, Stefania Bandini
Discriminating affective state intensity using physiological responses. Multim. Tools Appl. 79 (47) (2020)
Francesca Gasparini, Alessandra Grossi, Katsuhiro Nishinari, Stefania Bandini
EMG for Walkability Assessment: A Comparison between Elderly and Young Adults. AIxAS@AI*IA (2020)
Francesca Gasparini, Marta Giltri, Stefania Bandini
Experimental Approach to Study Pedestrian Dynamics Towards Affective Agents Modeling. ATT@ECAI (2020)
Stefania Bandini, Luca Crociani, Andrea Gorrini, Katsuhiro Nishinari, Giuseppe Vizzari
Unveiling the Hidden Dimension of Pedestrian Crowds: Introducing Personal Space and Crowding into Simulations. Fundam. Informaticae 171 (1-4) (2020)
Giuseppe Vizzari, Luca Crociani, Stefania Bandini
An agent-based model for plausible wayfinding in pedestrian simulation. Eng. Appl. Artif. Intell. 87 (2020)
Francesca Gasparini, Alessandra Grossi, Katsuhiro Nishinari, Stefania Bandini
Age-Related Walkability Assessment: A Preliminary Study Based on the EMG. AI*IA (2020)
Francesca Gasparini, Gianluca Toffanin, Rino Campioni, Maria Di Marla, Armando Borghi, Stefania Bandini
Real-life Experiments for Walkability Assessment in Elderly People. AIxAS@AI*IA (2020)
Samira El Yacoubi, Stefania Bandini, Giancarlo Mauri
Preface. J. Cell. Autom. 15 (1-2) (2020)
Andrea Vidali, Luca Crociani, Giuseppe Vizzari, Stefania Bandini
A Deep Reinforcement Learning Approach to Adaptive Traffic Lights Management. WOA (2019)
Andrea Gorrini, Luca Crociani, Giuseppe Vizzari, Stefania Bandini
Stress estimation in pedestrian crowds: Experimental data and simulations results. Web Intell. 17 (1) (2019)
Luca Crociani, Giuseppe Vizzari, Stefania Bandini
Calibrating Wayfinding Decisions in Pedestrian Simulation Models: The Entropy Map. CoRR (2019)
Stefania Bandini, Francesca Gasparini, Marta Giltri
Personalized Music Experience for the Wellbeing of Elderly People. INSCI (2019)
Giancarlo Mauri, Samira El Yacoubi, Stefania Bandini
Preface. Nat. Comput. 18 (4) (2019)
Luca Crociani, Giuseppe Vizzari, Antonio Carrieri, Stefania Bandini
A cellular automata based approach to track salient objects in videos. Nat. Comput. 18 (4) (2019)
Stefania Bandini, Francesca Gasparini
Towards Affective Walkability for Healthy Ageing in the Future of the Cities. AI*AAL@AI*IA (2019)
Luca Crociani, Gregor Lämmel, Giuseppe Vizzari, Stefania Bandini
Learning Obervables of a Multi-scale Simulation System of Urban Traffic. ATT@IJCAI (2018)
Stefania Bandini
Active Ageing and Neural Decay Prevention: New Roles for Enactive Artificial Intelligence. AI*AAL@AI*IA (2018)
Stefania Bandini, Luca Crociani, Andrea Gorrini, Katsuhiro Nishinari, Giuseppe Vizzari
Walkability Assessment for the Elderly Through Simulations: The LONGEVICITY Project. AI*AAL@AI*IA (2018)
Mohammed Jamal Uddin, Giuseppe Vizzari, Stefania Bandini, Mahmood Osman Imam
A case-based reasoning approach to rate microcredit borrower risk in online Kiva P2P lending model. Data Technol. Appl. 52 (1) (2018)
Antonio Carrieri, Luca Crociani, Giuseppe Vizzari, Stefania Bandini
Motion Detection and Characterization in Videos with Cellular Automata. ACRI (2018)
Luca Crociani, Kenichiro Shimura, Giuseppe Vizzari, Stefania Bandini
Simulating Pedestrian Dynamics in Corners and Bends: A Floor Field Approach. ACRI (2018)
Andrea Gorrini, Stefania Bandini
Elderly Walkability Index through GIS: Towards Advanced AI-based Simulation Models. AI*AAL@AI*IA (2018)
Luca Crociani, Giuseppe Vizzari, Andrea Gorrini, Stefania Bandini
Identification and Characterization of Lanes in Pedestrian Flows Through a Clustering Approach. AI*IA (2018)
Andrea Gorrini, Luca Crociani, Giuseppe Vizzari, Stefania Bandini
Cumulative Mean Crowding and Pedestrian Crowds: A Cellular Automata Model. ACRI (2018)
Luca Crociani, Giuseppe Vizzari, Stefania Bandini
Between Avoidance and Imitation: Plausible Wayfinding in Pedestrian Agent-Based Models. WOA (2018)
Luca Crociani, Yiping Zeng, Giuseppe Vizzari, Stefania Bandini
Shape matters: Modelling, calibrating and validating pedestrian movement considering groups. Simul. Model. Pract. Theory 87 (2018)
Luca Crociani, Giuseppe Vizzari, Stefania Bandini
Neither Dumb nor Optimal: Plausible Wayfinding in Pedestrian Agent-Based Models. AAMAS (2018)
Andrea Gorrini, Luca Crociani, Giuseppe Vizzari, Stefania Bandini
Age-Friendly City and Walkability: Data from Observations Towards Simulations. ForItAAL (2018)
Juan García-Duro, Luca Manzoni, Iria Arias, Mercedes Casal, Oscar Cruz, Xosé Manoel Pesqueira, Ana Muñoz, Rebeca Álvarez, Luca Mariot, Stefania Bandini, Otilia Reyes
Hidden Costs of Modelling Post-fire Plant Community Assembly Using Cellular Automata. ACRI (2018)
Stefania Bandini, Samira El Yacoubi, Giancarlo Mauri, Jaroslaw Was
Preface. Nat. Comput. 17 (3) (2018)
Stefania Bandini, Luca Crociani, Claudio Feliciani, Andrea Gorrini, Giuseppe Vizzari
Collision Avoidance Dynamics Among Heterogeneous Agents: The Case of Pedestrian/Vehicle Interactions. AI*IA (2017)
Stefania Bandini, Giuseppe Vizzari
Preface. J. Cell. Autom. 12 (5) (2017)
Claudio Feliciani, Luca Crociani, Andrea Gorrini, Giuseppe Vizzari, Stefania Bandini, Katsuhiro Nishinari
A simulation model for non-signalized pedestrian crosswalks based on evidence from on field observation. Intelligenza Artificiale 11 (2) (2017)
Stefania Bandini, Luca Crociani, Andrea Gorrini, Giuseppe Vizzari
Crossing Behaviour of the Elderly: Road Safety Assessment through Simulations. AI*AAL@AI*IA (2017)
Stefania Bandini, Luca Crociani, Giuseppe Vizzari
An Approach for Managing Heterogeneous Speed Profiles in Cellular Automata Pedestrian Models. J. Cell. Autom. 12 (5) (2017)
Stefania Bandini, Luca Crociani, Giuseppe Vizzari, Flávio Soares Corrêa da Silva, Andrea Gorrini
The Role of Compliance in Heterogeneous Interacting Agents: Data from Observations. CoRR (2017)
Andrea Gorrini, Luca Crociani, Giuseppe Vizzari, Stefania Bandini
Age-Friendly City and Walkability: Data from Observations Towards Simulations. ForItAAL (2017)
Luca Crociani, Andrea Gorrini, Claudio Feliciani, Giuseppe Vizzari, Katsuhiro Nishinari, Stefania Bandini
Micro and Macro Pedestrian Dynamics in Counterflow: the Impact of Social Groups. CoRR (2017)
Kenichiro Shimura, Stefania Bandini, Katsuhiro Nishinari
Cellular Automata Model of Dyads Dynamics in a Pedestrian Flow by Rigid Body Approximation. ACRI (2016)
Luca Crociani, Daichi Yanagisawa, Giuseppe Vizzari, Katsuhiro Nishinari, Stefania Bandini
Avoid or Follow? Modelling Route Choice Based on Experimental Empirical Evidences. CoRR (2016)
Sultan Daud Khan, Stefania Bandini, Saleh M. Basalamah, Giuseppe Vizzari
Analyzing crowd behavior in naturalistic conditions: Identifying sources and sinks and characterizing main flows. Neurocomputing 177 (2016)
Luca Crociani, Giuseppe Vizzari, Stefania Bandini
Combining Avoidance and Imitation to Improve Multi-agent Pedestrian Simulation. AI*IA (2016)
Kenichiro Shimura, Sultan Daud Khan, Stefania Bandini, Katsuhiro Nishinari
Simulation and Evaluation of Spiral Movement of Pedestrians: Towards the Tawaf Simulator. J. Cell. Autom. 11 (4) (2016)
Luca Crociani, Giuseppe Vizzari, Stefania Bandini
Conflicting Tendencies in Pedestrian Wayfinding Decisions: a Multi-Agent Model Encompassing Proxemics and Imitation. ATT@IJCAI (2016)
Luca Crociani, Andrea Gorrini, Katsuhiro Nishinari, Stefania Bandini
A CA-Based Model of Dyads in Pedestrian Crowds: The Case of Counter Flow. ACRI (2016)
Giuseppe Vizzari, Stefania Bandini
Essentials of an Integrated Crowd Management Support System Based on Collective Artificial Intelligence. CoRR (2016)
Andrea Gorrini, Giuseppe Vizzari, Stefania Bandini
Towards Modelling Pedestrian-Vehicle Interactions: Empirical Study on Urban Unsignalized Intersection. CoRR (2016)
Sultan Daud Khan, Giuseppe Vizzari, Stefania Bandini
A Computer Vision Tool Set for Innovative Elder Pedestrians Aware Crowd Management Support Systems. AI*AAL@AI*IA (2016)
Luca Crociani, Giuseppe Vizzari, Daichi Yanagisawa, Katsuhiro Nishinari, Stefania Bandini
Route choice in pedestrian simulation: Design and evaluation of a model based on empirical observations. Intelligenza Artificiale 10 (2) (2016)
Stefania Bandini, Georgios Ch. Sirakoulis, Giuseppe Vizzari
. ACM Trans. Model. Comput. Simul. 26 (3) (2016)
Stefania Bandini, Giuseppe Vizzari
Heterogeneous Dynamics Through Coupling Cellular Automata Models. ACRI (2016)
Luca Crociani, Andrea Gorrini, Giuseppe Vizzari, Stefania Bandini
Age-driven Crossing Behavior and Walkability: Empirical Studies towards Simulations. AI*AAL@AI*IA (2016)
Stefania Bandini, Andrea Gorrini, Katsuhiro Nishinari
Crossing Disciplinary Borders Through Studying Walkability. HCI (11) (2016)
Andrea Gorrini, Luca Crociani, Claudio Feliciani, Pengfei Zhao, Katsuhiro Nishinari, Stefania Bandini
Social Groups and Pedestrian Crowds: Experiment on Dyads in a Counter Flow Scenario. CoRR (2016)
Mohammed Jamal Uddin, Giuseppe Vizzari, Stefania Bandini
Case based Reasoning as a Tool to Improve Microcredit. KMIS (2015)
Flávio S. Corrêa da Silva, Luiz Carlos Vieira, Stefania Bandini
Engagement Mechanisms for Social Machines. GALA (2015)
Luca Crociani, Andrea Piazzoni, Giuseppe Vizzari, Stefania Bandini
When reactive agents are not enough: Tactical level decisions in pedestrian simulation. Intelligenza Artificiale 9 (2) (2015)
Sultan Daud Khan, Giuseppe Vizzari, Stefania Bandini, Saleh M. Basalamah
Detection of Social Groups in Pedestrian Crowds Using Computer Vision. ACIVS (2015)
Luca Crociani, Andrea Piazzoni, Giuseppe Vizzari, Stefania Bandini
Adaptive Tactical Decisions in Pedestrian Simulation: A Hybrid Agent Approach. AI*IA (2015)
Stefania Bandini, Luca Crociani, Giuseppe Vizzari
Modeling heterogeneous speed profiles in discrete models for pedestrian simulation. AAMAS (2014)
Sultan Daud Khan, Fabio Porta, Giuseppe Vizzari, Stefania Bandini
Estimating Speeds of Pedestrians in Real-World Using Computer Vision. ACRI (2014)
Kenichiro Shimura, Kazumichi Ohtsuka, Giuseppe Vizzari, Katsuhiro Nishinari, Stefania Bandini
Mobility analysis of the aged pedestrians by experiment and simulation. Pattern Recognit. Lett. 44 (2014)
Kenichiro Shimura, Stefania Bandini, Katsuhiro Nishinari
Simulation Study of the Spiral Motion of Pedestrians: A Cellular Automata Approach. ACRI (2014)
Georgios Ch. Sirakoulis, Stefania Bandini
Editorial. J. Cell. Autom. 9 (2-3) (2014)
Sultan Daud Khan, Giuseppe Vizzari, Stefania Bandini, Saleh M. Basalamah
Detecting Dominant Motion Flows and People Counting in High Density Crowds. J. WSCG 22 (1) (2014)
Stefania Bandini, Luca Crociani, Andrea Gorrini, Giuseppe Vizzari
Empirical investigation on pedestrian dynamics in presence of groups: a real world case study. AAMAS (2014)
Stefania Bandini, Simone Calderara, Rita Cucchiara
Pattern recognition and crowd analysis. Pattern Recognit. Lett. 44 (2014)
Stefania Bandini, Andrea Gorrini, Giuseppe Vizzari
Towards an integrated approach to crowd analysis and crowd synthesis: A case study and first results. Pattern Recognit. Lett. 44 (2014)
Stefania Bandini, Luca Crociani, Andrea Gorrini, Giuseppe Vizzari
An agent-based model of pedestrian dynamics considering groups: A real world case study. ITSC (2014)
Stefania Bandini, Luca Crociani, Giuseppe Vizzari
Heterogeneous Speed Profiles in Discrete Models for Pedestrian Simulation. CoRR (2014)
Stefania Bandini, Luca Crociani, Giuseppe Vizzari
Towards a More Comprehensive Estimation of Social Costs in Pedestrian Facilities. AgeingAI@AI*IA (2013)
Lorenza Manenti, Sara Manzoni, Stefania Bandini
A Stochastic Cellular Automata for Modeling Pedestrian Groups Distribution. J. Cell. Autom. 8 (5-6) (2013)
Stefania Bandini, Luca Crociani, Giuseppe Vizzari
Social Interactions in Crowds of Pedestrians: An Adaptive Model for Group Cohesion. AI*IA (2013)
Stefania Bandini, Giuseppe Vizzari
Epistemological Levelism and Dynamical Complex Systems: The Case of Crowd Behaviour. Inf. 4 (1) (2013)
Giuseppe Vizzari, Stefania Bandini
Studying Pedestrian and Crowd Dynamics through Integrated Analysis and Synthesis. IEEE Intell. Syst. 28 (5) (2013)
Luca Crociani, Giuseppe Vizzari, Stefania Bandini
Towards the Introduction of Parallelism in the MakkSim Pedestrian Simulator. PaCT (2013)
Stefania Bandini, Andrea Gorrini, Giuseppe Vizzari
Towards an Integrated Approach to Crowd Analysis and Crowd Synthesis: a Case Study and First Results CoRR (2013)
Kenichiro Shimura, Giuseppe Vizzari, Stefania Bandini, Katsuhiro Nishinari
Analysis and Application of the Pedestrian Permeation through the Crowd via Cellular Automata. PaCT (2013)
Stefania Bandini, Andrea Bonomi, Giuseppe Vizzari
An analysis of different types and effects of asynchronicity in cellular automata update schemes. Nat. Comput. 11 (2) (2012)
Stefania Bandini, Lorenza Manenti, Sara Manzoni
Generation of Pedestrian Groups Distributions with Probabilistic Cellular Automata. ACRI (2012)
Stefania Bandini, Lorenza Manenti, Luca Manzoni, Sara Manzoni
Dealing with Crowd Crystals in MAS-Based Crowd Simulation: A Proposal. AI*IA (2011)
Stefania Bandini, Federico Rubagotti, Giuseppe Vizzari, Kenichiro Shimura
An Agent Model of Pedestrian and Group Dynamics: Experiments on Group Cohesion. AI*IA (2011)
Stefania Bandini, Federico Rubagotti, Giuseppe Vizzari, Kenichiro Shimura
A Cellular Automata Model for Pedestrian and Group Dynamics. WOA (2011)

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Publication Activity (10 Years)

Top Topics

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Stefania Bandini