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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 PREVENTION Challenge: How Good Are Humans Predicting Lane Changes?

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

IEEE Intelligent Vehicles Symposium, Proceedings (p. 45-50) - 2020

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/iv47402.2020.9304640 View at source

License Plate Corners Localization Using CNN-Based Regression

  • Llorca, D.F.
  • Corrales, H.
  • Parra, I.
  • Rentero, M.
  • Izquierdo, R.
  • Hernández-Saz, A.
  • García-Daza, I.
... View more Collapse

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 113-120) - 2020

Editor: Springer

10.1007/978-3-030-45096-0_14 View at source

  • ISSN/ISBN 1611-3349

Two-Stream Networks for Lane-Change Prediction of Surrounding Vehicles

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

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

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc45102.2020.9294326 View at source

  • ISSN/ISBN 9781728141497

Performance analysis of Vehicle-to-Vehicle communications for critical tasks in autonomous driving

  • Parra, I.
  • Corrales, H.
  • Hernandez, N.
  • Vigre, S.
  • Llorca, D.F.
  • Sotelo, M.A.

2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 (p. 195-200) - 2019

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2019.8917302 View at source

  • ISSN/ISBN 9781538670248

WiFi-based urban localisation using CNNs

  • Hernandez, N.
  • Corrales, H.
  • Parra, I.
  • Rentero, M.
  • Llorca, D.F.
  • Sotelo, M.A.

2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 (p. 1270-1275) - 2019

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2019.8917290 View at source

  • ISSN/ISBN 9781538670248

Experimental validation of lane-change intention prediction methodologies based on CNN and LSTM

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

2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 (p. 3657-3662) - 2019

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2019.8917331 View at source

  • ISSN/ISBN 9781538670248

The PREVENTION dataset: a novel benchmark for PREdiction of VEhicles iNTentIONs

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

2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019 (p. 3114-3121) - 2019

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2019.8917433 View at source

  • ISSN/ISBN 9781538670248

Multi-Radar Self-Calibration Method using High-Definition Digital Maps for Autonomous Driving

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

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (p. 2197-2202) - 2018

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2018.8569272 View at source

  • ISSN/ISBN 9781728103235

Semi-Automatic High-Accuracy Labelling Tool for Multi-Modal Long-Range Sensor Dataset

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

IEEE Intelligent Vehicles Symposium, Proceedings (p. 1786-1791) - 2018

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/ivs.2018.8500672 View at source

  • ISSN/ISBN 9781538644522

Deep fully convolutional networks with random data augmentation for enhanced generalization in road detection

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

IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC (p. 366-371) - 2018

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/itsc.2017.8317901 View at source

  • ISSN/ISBN 9781538615256

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