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ENHANCED DATA PROCESSING TECHNIQUES FOR DYNAMIC MANAGEMENT OF MULTIMODAL TRAFFIC

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Data Management Plan. Second release

The DMP will specify the data sets and procedures to consider in the management of all the data collected during the project, ensuring the correctness and regulatory compliance in the treatment of information.

Ethics monitoring. First release

The document will contain all the ethical requirements and issues arise in this project and the processes carried out to solve them.

Travel behaviour: State-of-the-art, current and future mobility patterns

This deliverable will include an extensive list of factors affecting travel related decisions, including users’ specific needs, feelings and perceptions. It would also provide critical insights regarding mobility patterns’ modifications in the era of multi-modal and automated transport services.

Multi-actor co-creation strategies for each Case study.

This deliverable defines clear strategies and time plans for the co-creation activities advanced for each case study, identifying key actors involved, suitable timeframe for the events, objectives and potential risks within each stage of co-creation, and other relevant factors to be considered.

Report on the relevant state-of-the-art approaches for traffic predictions and simulations.

Analysis of the requirements and limitations for the future network flows predictions and simulations, both from network demand and supply side.

NTM needs assessment and system requirements.

This deliverable reports on the evaluation of stakeholder and user needs, and the analysis of the system architecture and its technical and operational requirements, for each case study.

Report on dissemination activities (including cooperation with other projects). First release

Document summarizing the liaisons and synergies generated with other R&D projects and European initiatives.

Data requirements and available data sources

This deliverable provides a clear map of data requirements for the TANGENT solution, available data sources, and data interoperability issues to be addressed by TASK 2.3.

Policy, regulatory and planning framework for TNM. First release

This deliverable provides guidance to local authorities on the effective integration of the developed NTM capabilities, models and tools, into their planning and decision-making processes. It builds upon SUMP methodology, and the developed guidance to handle innovative mobility solutions (e.g., CoEXist’s Automation-ready framework & SUMP Topic Guide) to support and maximise take-up of TANGENT’s outputs and outcomes.

Project management handbook. Second release

This report will set up the baseline on organisation structure of the consortium. Also, the quality procedures for achieving top quality results will be covered.

Project management handbook. First release

This report will set up the baseline on organisation structure of the consortium. Also, the quality procedures for achieving top quality results will be covered.

Analysis of current approaches in optimization of transport network management

Catalogue of the different techniques for transport network-optimization in a multi-actor setting (including the calibration of arbitration models)

Multi-actor cooperation models for NTM. First release

D1.3a reports on the analysis of multi-actor cooperation models for innovative NTM, studying the system’s architecture and operation, to develop optimal cooperation models and provide recommendations towards effective governance structures for NTM.M12

Report on TANGENT Forum activities.

D1.5 reports on the activities, lessons learned and conclusions from the TANGET Forum engagement and consultation activities, including results of surveys, analysis of workshop and forum discussions, and links to online material (webinar recordings, workshop results, and dissemination material developed).

IPR management and Data Protection. First release.

This deliverable will include the IPR management and data protection rules agreed upon the project.

Data-sharing governance model.

This deliverable provides the governance model (including the necessary structures and processes) for the strategic and operational management of the data layer of the TANGENT solution. Moreover, this deliverable provides the metadata profile for the description of TANGENT datasets and guidelines on how to apply the FAIR data principles to the transportation domain

Multi-actor cooperation models for NTM. Second release

D1.3b reports on the analysis of multi-actor cooperation models for innovative NTM, studying the system’s architecture and operation, to develop optimal cooperation models and provide recommendations towards effective governance structures for NTM.

Travel choice modelling (set of models, code). First release

Includes the results of the travel choice models and the implementation of these models to real world scenarios.

Website and social networks profiles.

Online channels where all the relevant information and accomplishments from the project will be published and promoted.

Data Management Plan. First release

The DMP will specify the data sets and procedures to consider in the management of all the data collected during the project, ensuring the correctness and regulatory compliance in the treatment of information.

Publications

Survey on best practices in traffic state predictions

Auteurs: Ynte Vanderhoydonc, Mohammadmahdi Rahimiasl, Panagiotis Fafoutellis, Eleni I. Vlahogianni, Eleni Mantouka, Arka Ghosh, Juan S. Angarita-Zapata, Athina Tympakianaki, Antonio D. Masegosa, and Siegfried Mercelis
Publié dans: IEEE Access, 2025, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.5281/zenodo.14604106

Composable Semantic Data Transformation Pipelines with Chimera

Auteurs: Marco Grassi, Mario Scrocca, Marco Comerio, Alessio Carenini, Irene Celino
Publié dans: 4th International workshop on Knowledge Graph Construction, Numéro KGCW 2023, 2023
Éditeur: ceur-ws.org
DOI: 10.5281/zenodo.8020089

Using the Analytical Hierarchy Process (AHP) to Prioritize Network Benefits When Applying Novel Traffic Management Strategies

Auteurs: Giouroukelis, Marios ; Mantouka, Eleni; Vlahogianni, Eleni
Publié dans: Transport Research Arena (TRA) 2024,, Numéro TRA 2024, Dublin, Ireland,15-18 April 2024, 2024
Éditeur: Zenodo
DOI: 10.5281/zenodo.14513187

Enhancing public transport systems through scalable real-time forecasting solutions for the case study of Rennes <sup>*</sup>

Auteurs: Mohammadmahdi Rahimiasl, Ynte Vanderhoydonc, Siegfried Mercelis
Publié dans: 2024 10th International Conference on Control, Decision and Information Technologies (CoDIT), 2024, Page(s) 2504-2509
Éditeur: IEEE
DOI: 10.1109/codit62066.2024.10708335

Real-time prediction and denoising: deep learning approaches for noisy traffic data

Auteurs: Mohammadmahdi Rahimiasl, Ynte Vanderhoydonc, Siegfried Mercelis
Publié dans: ETC 2024, Journal of Urban Mobility or European Transport Research Review, Numéro ETC 2024, 2024
Éditeur: Zenodo, ETC 2024
DOI: 10.5281/zenodo.14513266

The TANGENT Dashboard as a Next Generation Traffic and TransportManagement System

Auteurs: Tiago Dias, Ana V. Silva, Daniel Matos
Publié dans: ITSWC 2024, Numéro ITS World Congress 2024, Dubai, 16-20 September 2024, 2024
Éditeur: ERTICO

Optimization of Dynamic Congestion Pricing Strategy and its Effects on Traffic Flow – A Case Study of Athens City

Auteurs: Arka Gosh, Samra Sarwar, Antonio D. Masegosa, Ander Arriandiaga Laresgoiti
Publié dans: International Conference on Transportation and Development ASCE 2025, Numéro ASCE, Glendale, USA, 8-11 June 2025, 2025
Éditeur: Zenodo
DOI: 10.5281/zenodo.14526672

Demand and Supply Predictions in a Real-Time Traffic Management Framework

Auteurs: Athina Tympakianaki, Mohammadmahdi Rahimiasl, Charis Chalkiadakis, Monica Dominguez, Ynte Vanderhoydonc, Jordi Casas, Eleni Vlahogiani, Siegfried Mercelis
Publié dans: TRA 2024, Numéro TRAnsport Research Arena (TRA) 2024, Dublin, Ireland,15-18 April 2024, 2025
Éditeur: ZENODO
DOI: 10.5281/zenodo.14618092

Software patterns and architectural decisions for a NextGeneration Traffic Management System in the TANGENT project

Auteurs: Tiago Dias, Ana V. Silva, Lara Trigueiro Moura, Daniel Matos
Publié dans: TRA 2024, Numéro Transport Research Arena (TRA) 2024, Dublin, Ireland,15-18 April 2024, 2024
Éditeur: ZENODO
DOI: 10.5281/zenodo.14535480

TANGENT – Beyond Transportation Dashboarding

Auteurs: Tiago Dias, Hannah Tune, Antonio Masegosa, Athina Tympakianaki, Ynte Vanderhoydonc, Leire Serrano, Ana Vieira da Silva, Lara Trigueiro Moura
Publié dans: ITSEC 2023, Numéro 15th ITS European Congress, Lisbon, Portugal, 2023
Éditeur: ERTICO

Online Demand Forecasting with Spatial-Temporal Graph Attention Networks: A Proof of Concept

Auteurs: Monica Dominguez, Athina Tympakianaki, Ferran Torrent, Tessa Hayman, Josep Perarnau, Jordi Casas
Publié dans: International Symposium on Transportation Data & Modelling (ISTDM) 2023, Numéro ISTDM, Ispra, 19-22 June, 2023, 2023
Éditeur: ZENODO
DOI: 10.5281/zenodo.7885338

Efficient Traffic Demand Forecasting Using A Meaningful Representation With Social Multiplex Networks and Community Detection

Auteurs: Eleftheria Karakitsou, Panagiotis Fafoutellis, Eleni I. Vlahogianni
Publié dans: hEART Symposium 2022, Numéro (10th hEART) 1-3 June 2022, Leuven, Belgium, 2022
Éditeur: hEART Symposium 2022
DOI: 10.5281/zenodo.8169405

The TANGENT governance model for mobility data sharing

Auteurs: Azzini A., Comerio M., Metta S., Scrocca M.
Publié dans: TRA 2024, Numéro Transport Research Arena (TRA) 2024, Dublin, Ireland,15-18 April 2024, 2024
Éditeur: Zenodo
DOI: 10.5281/zenodo.10992822

A Multi-level Approach to Link Smooth Driving with Safe Driver Behavior

Auteurs: Eleni Mantouka, Panagiotis Fafoutellis, Dimitrios Tselentis, Eleonora Papadimitriou, Eleni Vlahogianni, George Yannis
Publié dans: TRB Annual Meeting 2023, Numéro (102nd TRB) 8-12 January 2023, Washington DC, USA, 2023
Éditeur: TRB Annual Meeting 2023
DOI: 10.5281/zenodo.8169360

The TANGENT project architecture: towards new traffic management approaches

Auteurs: Hugo Landaluce, Antonio Masegosa, Leire Serrano, Arka Gosh, Ander Arrandiaga, Tiago Dias, Ana V. Silva, Lara Trigueiro Moura
Publié dans: Transport Research Arena 2024, TRA 2024, Numéro TRA 2024 , Dublin, Ireland, 15-18 April 2024, 2024
Éditeur: Zenodo
DOI: 10.5281/zenodo.14044285

Reaching consensus between transport stakeholders: A comprehensive modelling framework from opinion elicitation to arbitration

Auteurs: Giouroukelis, Marios ; Mantouka, Eleni; Vlahogianni, Eleni
Publié dans: TRB Annual Meeting 2025,, Numéro TRB,Washington, DC, USA, 5–9 January 2025, 2024
Éditeur: Zenodo
DOI: 10.5281/zenodo.14513285

Travel Behavior Shifts under Extreme System-Level Disruptions

Auteurs: Christina Gasparinatou, Eleni Mantouka, Eleni Vlahogianni, Antonio David Masegosa, Leire Serrano
Publié dans: Transport Research Arena TRA Lisbon 2022, Numéro 14-17 November 2022, Lisbon, Portugal, 2022
Éditeur: Transport Research Arena TRA Lisbon 2022
DOI: 10.5281/zenodo.8169441

Mobility data harmonisation: the TANGENT solution.

Auteurs: Comerio M., Fiano A., Grassi M., Scrocca M.
Publié dans: TRA 2024, Numéro Transport Research Arena (TRA) 2024, Dublin, Ireland,15-18 April 2024, 2024
Éditeur: Zenodo
DOI: 10.5281/zenodo.10992873

Investigating the acceptance and willingness-to-pay of an urban pricing scheme: The case of Athens

Auteurs: Christina Gasparinatou, Eleni Mantouka, Eleni Vlahogianni, John Golias
Publié dans: hEART Symposium 2022, Numéro (10th hEART) 1-3 June 2022, Leuven, Belgium, 2022
Éditeur: hEART Symposium 2022
DOI: 10.5281/zenodo.8169437

Multimodal Traffic Demand Prediction Using a Community Detection Framework on Social Multiplex Networks

Auteurs: Panagiotis Fafoutellis, Eleftheria Karakitsou, Eleni I. Vlahogianni
Publié dans: TRB Annual Meeting 2023, Numéro (102nd TRB) 8-12 January 2023, Washington DC, USA, 2023
Éditeur: TRB Annual Meeting 2023
DOI: 10.5281/zenodo.8169389

Transfer Learning for Traffic State Predictions in Small and Medium-Sized Cities

Auteurs: Mohammadmahdi Rahimiasl, Ynte Vanderhoydonc, Siegfried Mercelis, Laure De Cock, Thomas Kusmirczak, Tamara De Swert
Publié dans: Lecture Notes on Data Engineering and Communications Technologies, Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2024, Page(s) 336-346, ISBN 978-3-031-76461-5
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-76462-2_31

Intelligent Urban Traffic Management via Semantic Interoperability Across Multiple Heterogeneous Mobility Data Sources

Auteurs: Mario Scrocca, Marco Grassi, Marco Comerio, Valentina Anita Carriero, Tiago Delgado Dias, Ana Vieira Da Silva, Irene Celino
Publié dans: Lecture Notes in Computer Science, The Semantic Web – ISWC 2024, 2024, Page(s) 218-235
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-77847-6_12

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