| Road traffic forecasting: recent advances and new challenges I Laña, J Del Ser, M Velez, EI Vlahogianni IEEE Intelligent Transportation Systems Magazine 10 (2), 93-109, 2018 | 414 | 2018 |
| Big Data for transportation and mobility: recent advances, trends and challenges AI Torre‐Bastida, J Del Ser, I Laña, M Ilardia, MN Bilbao, ... IET Intelligent Transport Systems 12 (8), 742-755, 2018 | 171 | 2018 |
| On the imputation of missing data for road traffic forecasting: New insights and novel techniques I Laña, II Olabarrieta, M Vélez, J Del Ser Transportation research part C: emerging technologies 90, 18-33, 2018 | 118 | 2018 |
| The role of local urban traffic and meteorological conditions in air pollution: A data-based case study in Madrid, Spain I Laña, J Del Ser, A Padró, M Vélez, C Casanova-Mateo Atmospheric Environment 145, 424-438, 2016 | 103 | 2016 |
| Deep learning for road traffic forecasting: Does it make a difference? EL Manibardo, I Laña, J Del Ser IEEE Transactions on Intelligent Transportation Systems 23 (7), 6164-6188, 2021 | 96 | 2021 |
| Evolving spiking neural networks for online learning over drifting data streams JL Lobo, I Laña, J Del Ser, MN Bilbao, N Kasabov Neural Networks 108, 1-19, 2018 | 95 | 2018 |
| Adaptive long-term traffic state estimation with evolving spiking neural networks I Laña, JL Lobo, E Capecci, J Del Ser, N Kasabov Transportation Research Part C: Emerging Technologies 101, 126-144, 2019 | 84 | 2019 |
| From data to actions in intelligent transportation systems: A prescription of functional requirements for model actionability I Laña, JJ Sanchez-Medina, EI Vlahogianni, J Del Ser Sensors 21 (4), 1121, 2021 | 67 | 2021 |
| Understanding daily mobility patterns in urban road networks using traffic flow analytics I Laña, J Del Ser, II Olabarrieta NOMS 2016-2016 IEEE/IFIP Network Operations and Management Symposium, 1157-1162, 2016 | 43 | 2016 |
| Computational Intelligence in the hospitality industry: A systematic literature review and a prospect of challenges J Guerra-Montenegro, J Sanchez-Medina, I Laña, D Sanchez-Rodriguez, ... Applied Soft Computing 102, 107082, 2021 | 39 | 2021 |
| What lies beneath: A note on the explainability of black-box machine learning models for road traffic forecasting A Barredo-Arrieta, I Laña, J Del Ser 2019 IEEE intelligent transportation systems conference (ITSC), 2232-2237, 2019 | 36 | 2019 |
| Deep echo state networks for short-term traffic forecasting: Performance comparison and statistical assessment J Del Ser, I Lana, EL Manibardo, I Oregi, E Osaba, JL Lobo, MN Bilbao, ... 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 24 | 2020 |
| On the post-hoc explainability of deep echo state networks for time series forecasting, image and video classification A Barredo Arrieta, S Gil-Lopez, I Laña, MN Bilbao, J Del Ser Neural Computing and Applications, 1-21, 2022 | 21 | 2022 |
| Multi-objective optimization of bike routes for last-mile package delivery with drop-offs E Osaba, J Del Ser, AJ Nebro, I Laña, MN Bilbao, JJ Sanchez-Medina 2018 21st International Conference on Intelligent Transportation Systems …, 2018 | 17 | 2018 |
| Drift detection over non-stationary data streams using evolving spiking neural networks JL Lobo, J Del Ser, I Laña, MN Bilbao, N Kasabov Intelligent Distributed Computing XII, 82-94, 2018 | 15 | 2018 |
| Joint feature selection and parameter tuning for short-term traffic flow forecasting based on heuristically optimized multi-layer neural networks I Laña, J Del Ser, M Vélez, I Oregi Harmony Search Algorithm: Proceedings of the 3rd International Conference on …, 2017 | 15 | 2017 |
| Model free identification of traffic conditions using unmanned aerial vehicles and deep learning EI Vlahogianni, J Del Ser, K Kepaptsoglou, I Laña Journal of big data analytics in transportation 3, 1-13, 2021 | 14 | 2021 |
| Efficient fake news detection using bagging ensembles of bidirectional echo state networks J Del Ser, MN Bilbao, I Laña, K Muhammad, D Camacho 2022 International Joint Conference on Neural Networks (IJCNN), 1-7, 2022 | 13 | 2022 |
| Transfer learning and online learning for traffic forecasting under different data availability conditions: Alternatives and pitfalls EL Manibardo, I Laña, J Del Ser 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 13 | 2020 |
| Big data in road transport and mobility research S Campos-Cordobés, J Del Ser, I Laña, II Olabarrieta, J Sánchez-Cubillo, ... Intelligent Vehicles, 175-205, 2018 | 13 | 2018 |
Javier (Javi) Del SerTECNALIA, Universidad del País Vasco (UPV/EHU)Verified email at tecnalia.com
