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Fernández Llorca, David

Automática / Universidad de Alcalá

Publications

Vehicle trajectory prediction on highways using bird eye view representations and deep learning

  • Izquierdo, R.
  • Quintanar, Á.
  • Llorca, D.F.
  • Daza, I.G.
  • Hernández, N.
  • Parra, I.
  • Sotelo, M.Á.
... View more Collapse

Applied Intelligence (p. 8370-8388) - 2023

Editor: Springer

10.1007/s10489-022-03961-y View at source

  • ISSN/ISBN 1573-7497

Trustworthy Artificial Intelligence Requirements in the Autonomous Driving Domain

  • Fernandez-Llorca, D.
  • Gomez, E.

Computer (p. 29-39) - 2023

Editor: IEEE Computer Society

10.1109/mc.2022.3212091 View at source

  • ISSN/ISBN 1558-0814

Liability Regimes in the Age of AI: a Use-Case Driven Analysis of the Burden of Proof

  • Llorca, D.F.
  • Charisi, V.
  • Hamon, R.
  • Sánchez, I.
  • Gómez, E.

Journal of Artificial Intelligence Research (p. 613-644) - 2023

Editor: AI Access Foundation

10.1613/jair.1.14565 View at source

  • ISSN/ISBN 1076-9757

Towards trustworthy multi-modal motion prediction: Holistic evaluation and interpretability of outputs

  • Carrasco Limeros, S.
  • Majchrowska, S.
  • Johnander, J.
  • Petersson, C.
  • Sotelo, M.Á.
  • Fernández Llorca, D.

CAAI Transactions on Intelligence Technology - 2023

Editor: John Wiley and Sons Inc

10.1049/cit2.12244 View at source

  • ISSN/ISBN 2468-2322

Video Action Recognition for Lane-Change Classification and Prediction of Surrounding Vehicles

  • Biparva, M.
  • Fernández-Llorca, D.
  • Gonzalo, R.I.
  • Tsotsos, J.K.

IEEE Transactions on Intelligent Vehicles (p. 569-578) - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tiv.2022.3164507 View at source

  • ISSN/ISBN 2379-8858

Testing Predictive Automated Driving Systems: Lessons Learned and Future Recommendations

  • Gonzalo, R.I.
  • Maldonado, C.S.
  • Ruiz, J.A.
  • Alonso, I.P.
  • Llorca, D.F.
  • Sotelo, M.A.

IEEE Intelligent Transportation Systems Magazine (p. 77-93) - 2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/mits.2022.3170649 View at source

  • ISSN/ISBN 1941-1197

Sim-to-real transfer and reality gap modeling in model predictive control for autonomous driving

  • Daza, I.G.
  • Izquierdo, R.
  • Martínez, L.M.
  • Benderius, O.
  • Llorca, D.F.

Applied Intelligence - 2022

Editor: Springer

10.1007/s10489-022-04148-1 View at source

  • ISSN/ISBN 1573-7497

CAPformer: Pedestrian crossing action prediction using transformer

  • Lorenzo, J.
  • Alonso, I.P.
  • Izquierdo, R.
  • Ballardini, A.L.
  • Saz, Á.H.
  • Llorca, D.F.
  • Sotelo, M.Á.
... View more Collapse

Sensors - 2021

Editor: MDPI AG

10.3390/s21175694 View at source

  • ISSN/ISBN 1424-8220

Vehicle Lane Change Prediction on Highways Using Efficient Environment Representation and Deep Learning

  • Izquierdo, R.
  • Quintanar, A.
  • Lorenzo, J.
  • Garcia-Daza, I.
  • Parra, I.
  • Fernandez-Llorca, D.
  • Sotelo, M.A.
... View more Collapse

IEEE Access (p. 119454-119465) - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/access.2021.3106692 View at source

  • ISSN/ISBN 2169-3536

Personal Rapid Transport System Compatible with Current Railways and Metros Infrastructure

  • Diez-Jimenez, E.
  • Fernandez-Munoz, M.
  • Oliva-Dominguez, R.
  • Fernandez-Llorca, D.
  • Angel Sotelo, M.

IEEE Transactions on Intelligent Transportation Systems (p. 2891-2901) - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/tits.2020.2977387 View at source

  • ISSN/ISBN 1558-0016

This researcher has no books.

Capítulo XVII. Hacia un marco regulatorio holístico de la Inteligencia Artificial fiable en la Unión Europea:: una perspectiva científico-técnica

  • Emilia Gómez
  • Isabelle Claude Hupont Torres
  • Ignacio Sánchez
  • David Fernández Llorca

Inteligencia artificial y sector público :: retos, límites y medios (p. 727-742) - 2023

Editor: Tirant lo Blanch

  • ISSN/ISBN 978-84-1169-063-8

Experiencia del uso de modelos de competición en el aprendizaje práctico

  • David Fernández Llorca

La creación de espacios comunes de aprendizaje: experiencias de innovación (p. 113-121) - 2011

Editor: Editorial Universidad de Alcalá

  • ISSN/ISBN 978-84-8138-915-9

Pedestrian intention recognition by means of a Hidden Markov Model and body language

  • Quintero, R.
  • Parra, I.
  • Lorenzo, J.
  • Fernández-Llorca, D.
  • Sotelo, M.A.

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (p. 1-7) - 2018

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2017.8317766 View at source

  • ISSN/ISBN 9781538615256

Vehicle trajectory and lane change prediction using ANN and SVM classifiers

  • Izquierdo, R.
  • Parra, I.
  • Munoz-Bulnes, J.
  • Fernandez-Llorca, D.
  • Sotelo, M.A.

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (p. 1-6) - 2018

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2017.8317838 View at source

  • ISSN/ISBN 9781538615256

Analysis of ITS-G5A V2X communications performance in autonomous cooperative driving experiments

  • Parra, I.
  • Garcia-Morcillo, A.
  • Izquierdo, R.
  • Alonso, J.
  • Fernandez-Llorca, D.
  • Sotelo, M.A.

IEEE Intelligent Vehicles Symposium, Proceedings (p. 1899-1903) - 2017

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/ivs.2017.7995982 View at source

  • ISSN/ISBN 9781509048045

Fusing directional passive UHF RFID & stereo vision for tag association in outdoor scenarios

  • Llorca, D.F.
  • Quintero, R.
  • Parra, I.
  • Jiménez, M.
  • Fernández, C.
  • Izquierdo, R.
  • Sotelo, M.A.
... View more Collapse

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (p. 2527-2532) - 2016

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2016.7795962 View at source

  • ISSN/ISBN 9781509018895

Two-camera based accurate vehicle speed measurement using average speed at a fixed point

  • Llorca, D.F.
  • Salinas, C.
  • Jiménez, M.
  • Parra, I.
  • Morcillo, A.G.
  • Izquierdo, R.
  • Lorenzo, J.
  • Sotelo, M.A.
... View more Collapse

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (p. 2533-2538) - 2016

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2016.7795963 View at source

  • ISSN/ISBN 9781509018895

Comparison between UHF RFID and BLE for stereo-based tag association in outdoor scenarios

  • Fernandez-Llorca, D.
  • Quintero, R.
  • Parra, I.
  • Jimenez, M.
  • Fernandez, C.
  • Izquierdo, R.
  • Sotelo, M.A.
... View more Collapse

2016 6th International Conference on IT Convergence and Security, ICITCS 2016 - 2016

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/icitcs.2016.7740318 View at source

  • ISSN/ISBN 9781509037643

A Comparative Analysis of Decision Trees Based Classifiers for Road Detection in Urban Environments

  • Fernandez, C.
  • Izquierdo, R.
  • Llorca, D.F.
  • Sotelo, M.A.

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (p. 719-724) - 2015

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2015.122 View at source

  • ISSN/ISBN 9781467365956

Assistive Pedestrian Crossings by Means of Stereo Localization and RFID Anonymous Disability Identification

  • Llorca, D.F.
  • Quintero, R.
  • Parra, I.
  • Izquierdo, R.
  • Fernandez, C.
  • Sotelo, M.A.

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (p. 1357-1362) - 2015

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2015.223 View at source

  • ISSN/ISBN 9781467365956

Pedestrian Intention and Pose Prediction through Dynamical Models and Behaviour Classification

  • Quintero, R.
  • Parra, I.
  • Llorca, D.F.
  • Sotelo, M.A.

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (p. 83-88) - 2015

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2015.22 View at source

  • ISSN/ISBN 9781467365956

Curvature-based curb detection method in urban environments using stereo and laser

  • Fernandez, C.
  • Llorca, D.F.
  • Stiller, C.
  • Sotelo, M.A.

IEEE Intelligent Vehicles Symposium, Proceedings (p. 579-584) - 2015

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/ivs.2015.7225747 View at source

  • ISSN/ISBN 9781467372664

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 4/24/24 1:12 PM