| 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 | 100 | 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 | 42 | 2016 |
| 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 | 40 | 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 | 39 | 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 | 32 | 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 | 22 | 2019 |
| 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 | 20 | 2016 |
| 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 International conference on harmony search algorithm, 91-100, 2017 | 13 | 2017 |
| Drift detection over non-stationary data streams using evolving spiking neural networks JL Lobo, J Del Ser, I Laña, MN Bilbao, N Kasabov International symposium on intelligent and distributed computing, 82-94, 2018 | 8 | 2018 |
| Nature-inspired heuristics for the multiple-vehicle selective pickup and delivery problem under maximum profit and incentive fairness criteria J Del Ser, AI Torre-Bastida, I Laña, MN Bilbao, C Perfecto 2017 IEEE Congress on Evolutionary Computation (CEC), 480-487, 2017 | 7 | 2017 |
| From Data to Actions in Intelligent Transportation Systems: a Prescription of Functional Requirements for Model Actionability I Lana, JJ Sanchez-Medina, EI Vlahogianni, J Del Ser arXiv preprint arXiv:2002.02210, 2020 | 6 | 2020 |
| 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 | 4 | 2019 |
| A novel fireworks algorithm with wind inertia dynamics and its application to traffic forecasting I Laña, J Del Ser, M Vélez 2017 IEEE Congress on Evolutionary Computation (CEC), 706-713, 2017 | 4 | 2017 |
| 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, ... arXiv preprint arXiv:2004.08170, 2020 | 3 | 2020 |
| Road Traffic Forecasting using Stacking Ensembles of Echo State Networks J Del Ser, I Laña, MN Bilbao, EI Vlahogianni 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 2591-2597, 2019 | 3 | 2019 |
| Road traffic forecasting using neucube and dynamic evolving spiking neural networks I Laña, E Capecci, J Del Ser, JL Lobo, N Kasabov International Symposium on Intelligent and Distributed Computing, 192-203, 2018 | 3 | 2018 |
| 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 | 3 | 2018 |
| A Heuristically Optimized Complex Event Processing Engine for Big Data Stream Analytics II Olabarrieta, AI Torre-Bastida, I Laña, S Campos-Cordobes, J Del Ser International Conference on Harmony Search Algorithm, 101-111, 2017 | 3 | 2017 |
| Deep Recurrent Neural Networks and Optimization Meta-Heuristics for Green Urban Route Planning with Dynamic Traffic Estimates I Estalayo, E Osaba, I Laña, J Del Ser 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 1336-1342, 2019 | 2 | 2019 |
| 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 | 2 | 2018 |
Javier Del SerResearch Professor in Artificial Intelligence (TECNALIA), adjunct professor (UPV/EHU)Verified email at tecnalia.com
