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Enhanced real time services for an optimized multimodal mobility relying on cooperative networks and open data

Deliverables

Publishable summary v3

Update Publishable summary

Publishable summary v2

Update Publishable summary

Publishable summary v1

Publishable summary

Social network profiles

Social network profiles

Dissemination material: compilation of articles, flyers, brochures, etc, for the project diffusion

Dissemination material will consist of the flyers, brochures, posters, banners and other material.

Project web site

Project web site: will describe the developed structure and contents of the TIMON website, together with the plans to keep it up to date throughout the project

Questionnaires

Questionnaires for feedback retrieval.

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Publications

Time-controlled Neighborhood-driven Policy-based Network Selection Algorithm for Message Dissemination in Hybrid Vehicular Networks

Author(s): Oleg Oleinichenko, Yagmur Sevilmis, Karsten Roscher, Josef Jiru
Published in: Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems, 2018, Page(s) 141-155, ISBN 978-989-758-293-6
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0006705901410155

Low-cost GNSS/INS/Odometric sensor fusion platform for ground intelligent transportation systems

Author(s): Arribas, Javier; Moragrega, Ana; Fernández-Prades, Carles; Closas, Pau
Published in: Design, Implementation, and Performance in the Urban Canyon of a Low-cost GNSS/INS/Odometric Sensor Fusion Platform for Ground Intelligent Transportation Systems, 1, 2017
Publisher: the ION GNSS+ 2017
DOI: 10.5281/zenodo.1037318

Application of Artificial Intelligence Techniques to Traffic Prediction and Route Planning, the vision of TIMON project

Author(s): E. Osaba; P. Lopez-Garcia; E. Onieva; A.D. Masegosa; L. Serrano; H. Landaluce
Published in: 12th ITS European Congres, 2, 2017
Publisher: ERTICO ITS Europe
DOI: 10.5281/zenodo.894075

Know Thy Neighbor - A Data-Driven Approach to Neighborhood Estimation in VANETs

Author(s): Karsten Roscher, Thomas Nitsche, Rudi Knorr
Published in: 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall), 2017, Page(s) 1-5, ISBN 978-1-5090-5935-5
Publisher: IEEE
DOI: 10.1109/VTCFall.2017.8288303

Towards the development of real time services for an optimized multimodal mobility supported by cooperative networks and open data - Advances in TIMON project

Author(s): Hugo Landaluce,; Leire Serrano; Enrique Onieva; Antonio D. Masegosa; Eneko Osaba; Pedro Lopez
Published in: TRA conference 2018 (TRAconf), Vienna, Austria, 16-19 April 2018, 2, 2018
Publisher: TRAconf
DOI: 10.5281/zenodo.1309250

A Technology-agnostic GNSS/INS Real-time Sensor Fusion Platform with Ultra Wide Band Cooperative Distance Measurements for Terrestrial Vehicle Navigation

Author(s): Javier Arribas, Monica Navarro, Ana Moragrega, David Calero, Enric Fern�ndez, Jordi Vil�-Valls, Carles Fern�ndez-Prades
Published in: Proceedings of the 31st International Technical Meeting of The Satellite Division of the Institute of Navigation (ION GNSS+ 2018), 2018, Page(s) 1967-1984, ISBN 0-936406-10-0
Publisher: Institute of Navigation
DOI: 10.33012/2018.16014

Transportation Ecosystem Framework in Fog to Cloud Environment

Author(s): Matija Cankar, Saso Stanovnik, Hugo Landaluce
Published in: 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC Companion), 2018, Page(s) 266-271, ISBN 978-1-7281-0359-4
Publisher: IEEE
DOI: 10.1109/UCC-Companion.2018.00066

Comparison between Golden Ball Meta-heuristic, Evolutionary Simulated Annealing and Tabu Search for the Traveling Salesman Problem

Author(s): Eneko Osaba, Roberto Carballedo, Pedro Lopez-Garcia, Fernando Diaz
Published in: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion - GECCO '16 Companion, 2016, Page(s) 1469-1470, ISBN 9781-450343237
Publisher: ACM Press
DOI: 10.1145/2908961.2931634

TIMON Project - Description and Preliminary Tests for Traffic Prediction Using Evolutionary Techniques

Author(s): Eneko Osaba, Pedro López-Garcia, Antonio D. Masegosa, Enrique Onieva, Hugo Landaluce, Asier Perallos
Published in: Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion - GECCO '16 Companion, 2016, Page(s) 1471-1472, ISBN 9781-450343237
Publisher: ACM Press
DOI: 10.1145/2908961.2931635

Xlab Research: Experiences on Applications for Smart Cities and Future Society

Author(s): Matija Cankar
Published in: Information Society multi-conference (IS2015). Workshop Smart cities and communities as a development opportunity for Slovenia, 2015, Page(s) 46-49, ISBN 978-961-264-090-3
Publisher: Institute Jožef Stefan

Applications of Soft Computing in Intelligent Transportation Systems

Author(s): Antonio D. Masegosa, Enrique Onieva, Pedro Lopez-Garcia, Eneko Osaba
Published in: Soft Computing Based Optimization and Decision Models, 2017, Page(s) 63-81
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-64286-4_4

Ensemble and Fuzzy Techniques Applied to Imbalanced Traffic Congestion Datasets: A Comparative Study

Author(s): Pedro Lopez-Garcia, Antonio D. Masegosa, Enrique Onieva, Eneko Osaba
Published in: Bioinspired Optimization Methods and Their Applications, 10835, 2018, Page(s) 185-196, ISBN 978-3-319-91640-8
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-91641-5_16

An Evolutionary Discrete Firefly Algorithm with Novel Operators for Solving the Vehicle Routing Problem with Time Windows

Author(s): Eneko Osaba, Roberto Carballedo, Xin-She Yang, Fernando Diaz
Published in: Nature-Inspired Computation in Engineering, 2016, Page(s) 21-41, ISBN 978-3-319-30235-5
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-30235-5_2

Hybrid Optimization Method Applied to Adaptive Splitting and Selection Algorithm

Author(s): Pedro Lopez-Garcia, Michał Woźniak, Enrique Onieva, Asier Perallos
Published in: Hybrid Artificial Intelligent Systems, 2016, Page(s) 742-750, ISBN 978-3-319-32034-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-32034-2_62

Short-Term Traffic Congestion Forecasting Using Hybrid Metaheuristics and Rule-Based Methods: A Comparative Study

Author(s): Pedro Lopez-Garcia, Eneko Osaba, Enrique Onieva, Antonio D. Masegosa, Asier Perallos
Published in: Advances in Artificial Intelligence, 2016, Page(s) 290-299, ISBN 978-3-319-44636-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-319-44636-3_27

Good practice proposal for the implementation, presentation, and comparison of metaheuristics for solving routing problems

Author(s): E. Osaba, R. Carballedo, F. Diaz, E. Onieva, A.D. Masegosa, A. Perallos
Published in: Neurocomputing, 271, 2018, Page(s) 2-8, ISSN 0925-2312
Publisher: Elsevier BV
DOI: 10.1016/j.neucom.2016.11.098

Fog and Cloud in the Transportation, Marine and eHealth Domains

Author(s): Matija Cankar, Eneko Olivares Gorriti, Matevž Markovič, Flavio Fuart
Published in: Fog and Cloud in the Transportation, Marine and eHealth Domains, Euro-Par 2017: Euro-Par 2017: Parallel Processing Workshops, 2018, Page(s) 292-303, ISSN 0302-9743
Publisher: Springer Verlag
DOI: 10.1007/978-3-319-75178-8_24

Ensemble Classification for Imbalanced Data Based on Feature Space Partitioning and Hybrid Metaheuristics

Author(s): P. Lopez-Garcia, A. D. Masegosa, E. Osaba, E. Onieva, A. Perallos
Published in: Applied Intelligence, 2019, ISSN 0924-669X
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s10489-019-01423-6

GACE: A meta-heuristic based in the hybridization of Genetic Algorithms and Cross Entropy methods for continuous optimization

Author(s): P. Lopez-Garcia, E. Onieva, E. Osaba, A.D. Masegosa, A. Perallos
Published in: Expert Systems with Applications, 55, 2016, Page(s) 508-519, ISSN 0957-4174
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2016.02.034

An improved discrete bat algorithm for symmetric and asymmetric Traveling Salesman Problems

Author(s): Eneko Osaba, Xin-She Yang, Fernando Diaz, Pedro Lopez-Garcia, Roberto Carballedo
Published in: Engineering Applications of Artificial Intelligence, 48, 2016, Page(s) 59-71, ISSN 0952-1976
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.engappai.2015.10.006

A Comparative Study on the Performance of Evolutionary Fuzzy and Crisp Rule Based Classification Methods in Congestion Prediction

Author(s): E. Onieva, P. Lopez-Garcia, A.D. Masegosa, E. Osaba, A. Perallos
Published in: Transportation Research Procedia, 14, 2016, Page(s) 4458-4467, ISSN 2352-1465
Publisher: Elsevier
DOI: 10.1016/j.trpro.2016.05.368

A Hybrid Method for Short-Term Traffic Congestion Forecasting Using Genetic Algorithms and Cross Entropy

Author(s): Pedro Lopez-Garcia, Enrique Onieva, Eneko Osaba, Antonio D. Masegosa, Asier Perallos
Published in: IEEE Transactions on Intelligent Transportation Systems, 17/2, 2016, Page(s) 557-569, ISSN 1524-9050
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TITS.2015.2491365

A migration strategy for distributed evolutionary algorithms based on stopping non-promising subpopulations: A case study on routing problems

Author(s): Asier Perallos; Fernando Diaz; Roberto Carballedo; Eneko Osaba; Pedro Lopez; Enrique Onieva
Published in: International Journal of Artificial Intelligence, Vol 13 no.2, 2015, ISSN 0974-0635
Publisher: CESER Publications
DOI: 10.5281/zenodo.209408

A discrete firefly algorithm to solve a rich vehicle routing problem modelling a newspaper distribution system with recycling policy

Author(s): Eneko Osaba, Xin-She Yang, Fernando Diaz, Enrique Onieva, Antonio D. Masegosa, Asier Perallos
Published in: Soft Computing, 2016, ISSN 1432-7643
Publisher: Springer Verlag
DOI: 10.1007/s00500-016-2114-1