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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

A multi-class SVM classifier ensemble for automatic hand washing quality assessment

  • Llorca, D.F.
  • Vilarino, F.
  • Zhou, Z.
  • Lacey, G.

BMVC 2007 - Proceedings of the British Machine Vision Conference 2007 - 2007

Editor: British Machine Vision Association, BMVA

10.5244/c.21.40 View at source

Autopia architecture for automatic driving and maneuvering

  • Naranjo, J.E.
  • González, C.
  • De Pedro, T.
  • García, R.
  • Alonso, J.
  • Sotelo, M.A.
  • Fernández, D.
... View more Collapse

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (p. 1220-1225) - 2006

  • ISSN/ISBN 9781424400942

Bounding box accuracy in pedestrian detection for intelligent transportation systems

  • Fernández, D.
  • Parra, I.
  • Sotelo, M.A.
  • Revenga, P.A.

IECON Proceedings (Industrial Electronics Conference) (p. 3486-3491) - 2006

10.1109/iecon.2006.347744 View at source

  • ISSN/ISBN 9781424401369

3D-visual detection of multiple objects and structural features in complex and dynamic indoor environments

  • Marrón, M.
  • Sotelo, M.Á.
  • García, J.C.
  • Fernández, D.
  • Parra, I.

IECON Proceedings (Industrial Electronics Conference) (p. 3373-3378) - 2006

10.1109/iecon.2006.347980 View at source

  • ISSN/ISBN 9781424401369

Pedestrian detection using SVM and multi-feature combination

  • Sotelo, M.A.
  • Parra, I.
  • Fernández, D.
  • Naranjo, E.

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (p. 103-108) - 2006

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2006.1706726 View at source

  • ISSN/ISBN 9781424400942

SVM-based obstacles recognition for road vehicle applications

  • Sotelo, M.A.
  • Nuevo, J.
  • Fernandez, D.
  • Parra, I.
  • Bergasa, L.M.
  • Ocana, M.
  • Flores, R.
... View more Collapse

IJCAI International Joint Conference on Artificial Intelligence (p. 1740-1741) - 2005

  • ISSN/ISBN 1045-0823

Road vehicle recognition in monocular images

  • Sotelo, M.A.
  • Nuevo, J.
  • Bergasa, L.M.
  • Ocaña, M.
  • Parra, I.
  • Fernández, D.

IEEE International Symposium on Industrial Electronics (p. 1471-1476) - 2005

10.1109/isie.2005.1529149 View at source

  • ISSN/ISBN 9780780387386

"XPFCP": An extended particle filter for tracking multiple and dynamic objects in complex environments

  • Marrón, M.
  • Sotelo, M.A.
  • García, J.C.
  • Fernández, D.
  • Pizarro, D.

IEEE International Symposium on Industrial Electronics (p. 1587-1592) - 2005

10.1109/isie.2005.1529169 View at source

  • ISSN/ISBN 9780780387386

"XPFCP": An extended Particle Filter for tracking multiple and dynamic objects in complex environments

  • Marrón, M.
  • García, J.C.
  • Sotelo, M.A.
  • Fernández, D.
  • Pizarro, D.

2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS (p. 2474-2479) - 2005

Editor: IEEE Computer Society

10.1109/iros.2005.1544987 View at source

  • ISSN/ISBN 9780780389120

Vision-based adaptive cruise control for intelligent road vehicles

  • Sotelo, M.A.
  • Fernández, D.
  • Naranjo, J.E.
  • González, C.
  • García, R.
  • De Pedro, T.
  • Reviejo, J.
... View more Collapse

2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (p. 64-69) - 2004

  • ISSN/ISBN 0780384636

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