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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

The role of explainable AI in the context of the AI Act

  • Panigutti, C.
  • Hamon, R.
  • Hupont, I.
  • Fernandez Llorca, D.
  • Fano Yela, D.
  • Junklewitz, H.
  • Scalzo, S.
  • Mazzini, G.
  • Sanchez, I.
  • Soler Garrido, J.
  • Gomez, E.
... View more Collapse

ACM International Conference Proceeding Series (p. 1139-1150) - 2023

Editor: Association for Computing Machinery

10.1145/3593013.3594069 View at source

  • ISSN/ISBN 9781450372527

Towards View-invariant Vehicle Speed Detection from Driving Simulator Images

  • Martínez, A.H.
  • Llorca, D.F.
  • Daza, I.G.

International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings (p. 188-195) - 2022

Editor: Science and Technology Publications, Lda

  • ISSN/ISBN 2184-3228

Insertion of Real Agents Behaviors in CARLA Autonomous Driving Simulator

  • Serrano, S.M.
  • Llorca, D.F.
  • Daza, I.G.
  • Sotelo, M.Á.

International Conference on Computer-Human Interaction Research and Applications, CHIRA - Proceedings (p. 23-31) - 2022

Editor: Science and Technology Publications, Lda

  • ISSN/ISBN 9789897586095

Predicting vehicles trajectories in urban scenarios with transformer networks and augmented information

  • Quintanar, A.
  • Fernandez-Llorca, D.
  • Parra, I.
  • Izquierdo, R.
  • Sotelo, M.A.

IEEE Intelligent Vehicles Symposium, Proceedings (p. 1051-1056) - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/iv48863.2021.9575242 View at source

  • ISSN/ISBN 9781728153940

Data-driven vehicle speed detection from synthetic driving simulator images

  • Martinez, A.H.
  • Diaz, J.L.
  • Daza, I.G.
  • Llorca, D.F.

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (p. 2617-2622) - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc48978.2021.9564888 View at source

  • ISSN/ISBN 9781728191423

SCOUT: Socially-consistent and understandable graph attention network for trajectory prediction of vehicles and VRUs

  • Carrasco, S.
  • Llorca, D.F.
  • Sotelo, M.A.

IEEE Intelligent Vehicles Symposium, Proceedings (p. 1501-1508) - 2021

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/iv48863.2021.9575874 View at source

  • ISSN/ISBN 9781728153940

3D-DEEP: 3-Dimensional Deep-learning based on elevation patterns for road scene interpretation

  • Hernandez, A.
  • Woo, S.
  • Corrales, H.
  • Parra, I.
  • Kim, E.
  • Llorca, D.F.
  • Sotelo, M.A.
... View more Collapse

IEEE Intelligent Vehicles Symposium, Proceedings (p. 892-898) - 2020

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/iv47402.2020.9304601 View at source

CNNs for Fine-Grained Car Model Classification

  • Corrales, H.
  • Llorca, D.F.
  • Parra, I.
  • Vigre, S.
  • Quintanar, A.
  • Lorenzo, J.
  • Hernández, N.
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 104-112) - 2020

Editor: Springer

10.1007/978-3-030-45096-0_13 View at source

  • ISSN/ISBN 1611-3349

Vehicle Trajectory Prediction in Crowded Highway Scenarios Using Bird Eye View Representations and CNNs

  • Izquierdo, R.
  • Quintanar, A.
  • Parra, I.
  • Fernández-Llorca, D.
  • Sotelo, M.A.

2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020 - 2020

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc45102.2020.9294732 View at source

  • ISSN/ISBN 9781728141497

RNN-based Pedestrian Crossing Prediction using Activity and Pose-related Features

  • Lorenzo, J.
  • Parra, I.
  • Wirth, F.
  • Stiller, C.
  • Llorca, D.F.
  • Sotelo, M.A.

IEEE Intelligent Vehicles Symposium, Proceedings (p. 1801-1806) - 2020

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/iv47402.2020.9304652 View at source

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: 8/28/24 10:46 AM