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CORDIS - EU research results
CORDIS

ENHANCED DATA PROCESSING TECHNIQUES FOR DYNAMIC MANAGEMENT OF MULTIMODAL TRAFFIC

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Assessment of the testing results in the Case Study of Athens (opens in new window)

Deliverable with the results of TANGENT and the impact measured comparing the final scenario with the baseline established for Athens

IPR management and Data Protection. First release. (opens in new window)

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

Policy, regulatory and planning framework for TNM. First release (opens in new window)

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.

Analysis of current approaches in optimization of transport network management (opens in new window)

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

Report on dissemination activities (including cooperation with other projects). Second release (opens in new window)

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

Report on the detection and impact analysis of traffic events (opens in new window)

This deliverable will analyse the use of traffic supply predictions and traffic simulations for detection and impact analysis of different events

Smart infrastructure index report. First release (opens in new window)

Document that reflects the classification metrics of the infrastructure at a micro level based on locally supported use cases and at a meso level considering the overall connections and restrictions that limit the framework effectiveness.

Assessment of the testing results in the Case Study of Greater Manchester (opens in new window)

Deliverable with the results of TANGENT and the impact measured comparing the final scenario with the baseline established for Greater Manchester

Dissemination and communication plan. (opens in new window)

Guide for the dissemination activities within TANGENT that will identify and describe the target groups for dissemination activities and explain how and through which dissemination channels they will be reached as well as the tools used and events where publish the results of the project.

Impact assessment report. (opens in new window)

Overall report with the results of TANGNET in the different Case Studies and a guide of recommendations for replicability in other cities

Assessment of the testing results in the Case Study of Rennes (opens in new window)

Deliverable with the results of TANGENT and the impact measured comparing the final scenario with the baseline established for Rennes

Multi-actor cooperation models for NTM. First release (opens in new window)

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

Data requirements and available data sources (opens in new window)

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.

Data Management Plan. Third release (opens in new window)

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.

IPR management and Data Protection. Second release (opens in new window)

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

Ethics monitoring. First release (opens in new window)

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

Report on the relevant state-of-the-art approaches for traffic predictions and simulations. (opens in new window)

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

Policy, regulatory and planning framework for TNM. Second release (opens in new window)

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.

Data-sharing governance model. (opens in new window)

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

Data Management Plan. Second release (opens in new window)

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. Second release (opens in new window)

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

Report on dissemination activities (including cooperation with other projects). First release (opens in new window)

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

Travel behaviour: State-of-the-art, current and future mobility patterns (opens in new window)

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.

NTM needs assessment and system requirements. (opens in new window)

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.

Assessment of the testing results in the Case Study of Lisbon (opens in new window)

Deliverable with the results of TANGENT and the impact measured comparing the final scenario with the baseline established for Lisbon

Project management handbook. Third release (opens in new window)

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.

Policy recommendations (opens in new window)

Policy report targeted at public authorities describing the link between multi-modal network management and policy and recommending on how multimodal network management can be integrated into policy and planning processes

Report on TANGENT Forum activities. (opens in new window)

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).

In-depth analysis of travel behaviour (opens in new window)

This deliverable will discuss the results of the in-depth analysis of how travel related choices are affected by the emergence of unexpected events, traffic management measures, introduction of new services and adverse weather conditions.

Smart infrastructure index report. Second release (opens in new window)

Document that reflects the classification metrics of the infrastructure at a micro level based on locally supported use cases and at a meso level considering the overall connections and restrictions that limit the framework effectiveness .

Project management handbook. First release (opens in new window)

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. Second release (opens in new window)

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.

Multi-actor co-creation strategies for each Case study. (opens in new window)

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.

Multi-actor cooperation models for NTM. Second release (opens in new window)

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 (opens in new window)

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

Travel choice modelling (set of models, code). Second release (opens in new window)

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

Data Management Plan. First release (opens in new window)

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.

Final booklet. (opens in new window)

Summary of project results, outputs and tools in an easy to read and concise format.

Website and social networks profiles. (opens in new window)

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

Publications

Survey on best practices in traffic state predictions (opens in new window)

Author(s): 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
Published in: IEEE Access, 2025, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.5281/zenodo.14604106

Composable Semantic Data Transformation Pipelines with Chimera (opens in new window)

Author(s): Marco Grassi, Mario Scrocca, Marco Comerio, Alessio Carenini, Irene Celino
Published in: 4th International workshop on Knowledge Graph Construction, Issue KGCW 2023, 2023
Publisher: ceur-ws.org
DOI: 10.5281/zenodo.8020089

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

Author(s): Giouroukelis, Marios ; Mantouka, Eleni; Vlahogianni, Eleni
Published in: Transport Research Arena (TRA) 2024,, Issue TRA 2024, Dublin, Ireland,15-18 April 2024, 2024
Publisher: Zenodo
DOI: 10.5281/zenodo.14513187

Enhancing public transport systems through scalable real-time forecasting solutions for the case study of Rennes <sup>*</sup> (opens in new window)

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

Real-time prediction and denoising: deep learning approaches for noisy traffic data (opens in new window)

Author(s): Mohammadmahdi Rahimiasl, Ynte Vanderhoydonc, Siegfried Mercelis
Published in: ETC 2024, Journal of Urban Mobility or European Transport Research Review, Issue ETC 2024, 2024
Publisher: Zenodo, ETC 2024
DOI: 10.5281/zenodo.14513266

The TANGENT Dashboard as a Next Generation Traffic and TransportManagement System

Author(s): Tiago Dias, Ana V. Silva, Daniel Matos
Published in: ITSWC 2024, Issue ITS World Congress 2024, Dubai, 16-20 September 2024, 2024
Publisher: ERTICO

Smart Transport Infrastructures Classification (opens in new window)

Author(s): Tiago Dias, Ana V. Silva, Lara Trigueiro Moura, Daniel Matos
Published in: ITSWC 2024, Issue ITS World Congress 2024, Dubai, 16-20 September 2024, 2024
Publisher: ZENODO, ERTICO
DOI: 10.5281/zenodo.14647608

Optimization of Dynamic Congestion Pricing Strategy and its Effects on Traffic Flow – A Case Study of Athens City (opens in new window)

Author(s): Arka Gosh, Samra Sarwar, Antonio D. Masegosa, Ander Arriandiaga Laresgoiti
Published in: International Conference on Transportation and Development ASCE 2025, Issue ASCE, Glendale, USA, 8-11 June 2025, 2025
Publisher: Zenodo
DOI: 10.5281/zenodo.14526672

Demand and Supply Predictions in a Real-Time Traffic Management Framework (opens in new window)

Author(s): Athina Tympakianaki, Mohammadmahdi Rahimiasl, Charis Chalkiadakis, Monica Dominguez, Ynte Vanderhoydonc, Jordi Casas, Eleni Vlahogiani, Siegfried Mercelis
Published in: TRA 2024, Issue TRAnsport Research Arena (TRA) 2024, Dublin, Ireland,15-18 April 2024, 2025
Publisher: ZENODO
DOI: 10.5281/zenodo.14618092

Software patterns and architectural decisions for a NextGeneration Traffic Management System in the TANGENT project (opens in new window)

Author(s): Tiago Dias, Ana V. Silva, Lara Trigueiro Moura, Daniel Matos
Published in: TRA 2024, Issue Transport Research Arena (TRA) 2024, Dublin, Ireland,15-18 April 2024, 2024
Publisher: ZENODO
DOI: 10.5281/zenodo.14535480

TANGENT – Beyond Transportation Dashboarding (opens in new window)

Author(s): Tiago Dias, Hannah Tune, Antonio Masegosa, Athina Tympakianaki, Ynte Vanderhoydonc, Leire Serrano, Ana Vieira da Silva, Lara Trigueiro Moura
Published in: ITSEC 2023, Issue 15th ITS European Congress, Lisbon, Portugal, 2023
Publisher: ERTICO
DOI: 10.5281/zenodo.14647725

Comparing Random Forests and Multinomial Logit Models for Urban Travel Mode Choice under Innovative Traffic Management Strategies (opens in new window)

Author(s): Konstantinou, Christos, Mantouka, Eleni, Giouroukelis, Marios, Vlahogianni, Eleni
Published in: TRA 2024, Issue TRAnsport Research Arena (TRA) 2024, Dublin, Ireland,15-18 April 2024, 2024
Publisher: ZENODO
DOI: 10.5281/zenodo.10885869

Online Demand Forecasting with Spatial-Temporal Graph Attention Networks: A Proof of Concept (opens in new window)

Author(s): Monica Dominguez, Athina Tympakianaki, Ferran Torrent, Tessa Hayman, Josep Perarnau, Jordi Casas
Published in: International Symposium on Transportation Data & Modelling (ISTDM) 2023, Issue ISTDM, Ispra, 19-22 June, 2023, 2023
Publisher: ZENODO
DOI: 10.5281/zenodo.7885338

Efficient Traffic Demand Forecasting Using A Meaningful Representation With Social Multiplex Networks and Community Detection (opens in new window)

Author(s): Eleftheria Karakitsou, Panagiotis Fafoutellis, Eleni I. Vlahogianni
Published in: hEART Symposium 2022, Issue (10th hEART) 1-3 June 2022, Leuven, Belgium, 2022
Publisher: hEART Symposium 2022
DOI: 10.5281/zenodo.8169405

The TANGENT governance model for mobility data sharing (opens in new window)

Author(s): Azzini A., Comerio M., Metta S., Scrocca M.
Published in: TRA 2024, Issue Transport Research Arena (TRA) 2024, Dublin, Ireland,15-18 April 2024, 2024
Publisher: Zenodo
DOI: 10.5281/zenodo.10992822

A Multi-level Approach to Link Smooth Driving with Safe Driver Behavior (opens in new window)

Author(s): Eleni Mantouka, Panagiotis Fafoutellis, Dimitrios Tselentis, Eleonora Papadimitriou, Eleni Vlahogianni, George Yannis
Published in: TRB Annual Meeting 2023, Issue (102nd TRB) 8-12 January 2023, Washington DC, USA, 2023
Publisher: TRB Annual Meeting 2023
DOI: 10.5281/zenodo.8169360

The TANGENT project architecture: towards new traffic management approaches (opens in new window)

Author(s): Hugo Landaluce, Antonio Masegosa, Leire Serrano, Arka Gosh, Ander Arrandiaga, Tiago Dias, Ana V. Silva, Lara Trigueiro Moura
Published in: Transport Research Arena 2024, TRA 2024, Issue TRA 2024 , Dublin, Ireland, 15-18 April 2024, 2024
Publisher: Zenodo
DOI: 10.5281/zenodo.14044285

Reaching consensus between transport stakeholders: A comprehensive modelling framework from opinion elicitation to arbitration (opens in new window)

Author(s): Giouroukelis, Marios ; Mantouka, Eleni; Vlahogianni, Eleni
Published in: TRB Annual Meeting 2025,, Issue TRB,Washington, DC, USA, 5–9 January 2025, 2024
Publisher: Zenodo
DOI: 10.5281/zenodo.14513285

Travel Behavior Shifts under Extreme System-Level Disruptions (opens in new window)

Author(s): Christina Gasparinatou, Eleni Mantouka, Eleni Vlahogianni, Antonio David Masegosa, Leire Serrano
Published in: Transport Research Arena TRA Lisbon 2022, Issue 14-17 November 2022, Lisbon, Portugal, 2022
Publisher: Transport Research Arena TRA Lisbon 2022
DOI: 10.5281/zenodo.8169441

Mobility data harmonisation: the TANGENT solution. (opens in new window)

Author(s): Comerio M., Fiano A., Grassi M., Scrocca M.
Published in: TRA 2024, Issue Transport Research Arena (TRA) 2024, Dublin, Ireland,15-18 April 2024, 2024
Publisher: Zenodo
DOI: 10.5281/zenodo.10992873

Investigating the acceptance and willingness-to-pay of an urban pricing scheme: The case of Athens (opens in new window)

Author(s): Christina Gasparinatou, Eleni Mantouka, Eleni Vlahogianni, John Golias
Published in: hEART Symposium 2022, Issue (10th hEART) 1-3 June 2022, Leuven, Belgium, 2022
Publisher: hEART Symposium 2022
DOI: 10.5281/zenodo.8169437

Multimodal Traffic Demand Prediction Using a Community Detection Framework on Social Multiplex Networks (opens in new window)

Author(s): Panagiotis Fafoutellis, Eleftheria Karakitsou, Eleni I. Vlahogianni
Published in: TRB Annual Meeting 2023, Issue (102nd TRB) 8-12 January 2023, Washington DC, USA, 2023
Publisher: TRB Annual Meeting 2023
DOI: 10.5281/zenodo.8169389

Transfer Learning for Traffic State Predictions in Small and Medium-Sized Cities (opens in new window)

Author(s): Mohammadmahdi Rahimiasl, Ynte Vanderhoydonc, Siegfried Mercelis, Laure De Cock, Thomas Kusmirczak, Tamara De Swert
Published in: 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
Publisher: 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 (opens in new window)

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

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