Luca Crociani

Orcid: 0000-0002-4660-4622

According to our database1, Luca Crociani authored at least 54 papers between 2013 and 2020.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2020
Unveiling the Hidden Dimension of Pedestrian Crowds: Introducing Personal Space and Crowding into Simulations.
Fundam. Informaticae, 2020

An agent-based model for plausible wayfinding in pedestrian simulation.
Eng. Appl. Artif. Intell., 2020

2019
Stress estimation in pedestrian crowds: Experimental data and simulations results.
Web Intell., 2019

A cellular automata based approach to track salient objects in videos.
Nat. Comput., 2019

The effect of social groups on the dynamics of bi-directional pedestrian flow: a numerical study.
CoRR, 2019

Calibrating Wayfinding Decisions in Pedestrian Simulation Models: The Entropy Map.
CoRR, 2019

A Deep Reinforcement Learning Approach to Adaptive Traffic Lights Management.
Proceedings of the 20th Workshop "From Objects to Agents", 2019

2018
Shape matters: Modelling, calibrating and validating pedestrian movement considering groups.
Simul. Model. Pract. Theory, 2018

Between Avoidance and Imitation: Plausible Wayfinding in Pedestrian Agent-Based Models.
Proceedings of the 19th Workshop "From Objects to Agents", 2018

Learning Obervables of a Multi-scale Simulation System of Urban Traffic.
Proceedings of the Tenth International Workshop on Agents in Traffic and Transportation (ATT 2018) co-located with with the Federated Artificial Intelligence Meeting, 2018

Lane-formation in counter-flow based on DBSCAN.
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Safety and Resilience, 2018

Neither Dumb nor Optimal: Plausible Wayfinding in Pedestrian Agent-Based Models.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Identification and Characterization of Lanes in Pedestrian Flows Through a Clustering Approach.
Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

Walkability Assessment for the Elderly Through Simulations: The LONGEVICITY Project.
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

Cumulative Mean Crowding and Pedestrian Crowds: A Cellular Automata Model.
Proceedings of the Cellular Automata, 2018

Simulating Pedestrian Dynamics in Corners and Bends: A Floor Field Approach.
Proceedings of the Cellular Automata, 2018

Motion Detection and Characterization in Videos with Cellular Automata.
Proceedings of the Cellular Automata, 2018

2017
An Approach for Managing Heterogeneous Speed Profiles in Cellular Automata Pedestrian Models.
J. Cell. Autom., 2017

A simulation model for non-signalized pedestrian crosswalks based on evidence from on field observation.
Intelligenza Artificiale, 2017

The Role of Compliance in Heterogeneous Interacting Agents: Data from Observations.
CoRR, 2017

Micro and Macro Pedestrian Dynamics in Counterflow: the Impact of Social Groups.
CoRR, 2017

Investigating the effect of social groups in uni-directional pedestrian flow.
CoRR, 2017

Cellular Automaton Based Simulation of Large Pedestrian Facilities - A Case Study on the Staten Island Ferry Terminals.
CoRR, 2017

Age-Friendly City and Walkability: Data from Observations Towards Simulations.
Proceedings of the Ambient Assisted Living, 2017

Crossing Behaviour of the Elderly: Road Safety Assessment through Simulations.
Proceedings of the Third Italian Workshop on Artificial Intelligence for Ambient Assisted Living 2017 co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), 2017

Collision Avoidance Dynamics Among Heterogeneous Agents: The Case of Pedestrian/Vehicle Interactions.
Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

2016
Route choice in pedestrian simulation: Design and evaluation of a model based on empirical observations.
Intelligenza Artificiale, 2016

Social Groups and Pedestrian Crowds: Experiment on Dyads in a Counter Flow Scenario.
CoRR, 2016

Avoid or Follow? Modelling Route Choice Based on Experimental Empirical Evidences.
CoRR, 2016

Multidestination Pedestrian Flows in Equilibrium: A Cellular Automaton-Based Approach.
Comput. Aided Civ. Infrastructure Eng., 2016

Conflicting Tendencies in Pedestrian Wayfinding Decisions: a Multi-Agent Model Encompassing Proxemics and Imitation.
Proceedings of the Ninth International Workshop on Agents in Traffic and Transportation (ATT 2016) co-located with the 25th International Joint Conference On Artificial Intelligence (IJCAI 2016), 2016

Simulation-Aided Crowd Management: A Multi-scale Model for an Urban Case Study.
Proceedings of the Agent Based Modelling of Urban Systems - First International Workshop, 2016

Multi-scale Simulation for Crowd Management: A Case Study in an Urban Scenario.
Proceedings of the Autonomous Agents and Multiagent Systems - AAMAS 2016 Workshops, - Best Papers, 2016

Combining Avoidance and Imitation to Improve Multi-agent Pedestrian Simulation.
Proceedings of the AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29, 2016

Age-driven Crossing Behavior and Walkability: Empirical Studies towards Simulations.
Proceedings of the Artificial Intelligence for Ambient Assisted Living 2016 co-located with 15th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2016), 2016

Multiscale Pedestrian Modeling with CA and Agent-Based Approaches: Ubiquity or Consistency?
Proceedings of the Cellular Automata, 2016

A CA-Based Model of Dyads in Pedestrian Crowds: The Case of Counter Flow.
Proceedings of the Cellular Automata, 2016

2015
When reactive agents are not enough: Tactical level decisions in pedestrian simulation.
Intelligenza Artificiale, 2015

Adaptive Hybrid Agents for Tactical Decisions in Pedestrian Environments.
Proceedings of the 16th Workshop "From Objects to Agents", 2015

A Hybrid Agent Architecture for Endowing Floor Field Pedestrian Models with Tactical Level Decisions.
Proceedings of the 16th Workshop "From Objects to Agents", 2015

Adaptive Tactical Decisions in Pedestrian Simulation: A Hybrid Agent Approach.
Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

2014
Heterogeneous Speed Profiles in Discrete Models for Pedestrian Simulation.
CoRR, 2014

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

An agent-based model of pedestrian dynamics considering groups: A real world case study.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Modeling heterogeneous speed profiles in discrete models for pedestrian simulation.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Empirical investigation on pedestrian dynamics in presence of groups: a real world case study.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

An Integrated Model for the Simulation of Pedestrian Crossings.
Proceedings of the Cellular Automata, 2014

2013
Adaptive pedestrian behaviour for the preservation of group cohesion.
Complex Adapt. Syst. Model., 2013

Towards the Introduction of Parallelism in the MakkSim Pedestrian Simulator.
Proceedings of the Parallel Computing Technologies - 12th International Conference, 2013

Pedestrians and Crowd Simulations with MAKKSim - A Demonstration.
Proceedings of the Advances on Practical Applications of Agents and Multi-Agent Systems, 2013

MAKKSim: MAS-Based Crowd Simulations for Designer's Decision Support.
Proceedings of the Advances on Practical Applications of Agents and Multi-Agent Systems, 2013

Integrated Analysis and Synthesis of Pedestrian Dynamics: First Results in a Real World Case Study.
Proceedings of the 14th Workshop "From Objects to Agents" co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), 2013

Towards a More Comprehensive Estimation of Social Costs in Pedestrian Facilities.
Proceedings of the Workshop "The Challenge of Ageing Society: Technological Roles and Opportunities for Artificial Intelligence" co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), 2013

Social Interactions in Crowds of Pedestrians: An Adaptive Model for Group Cohesion.
Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013


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