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Eric L. Manibardo
Eric L. Manibardo
AI researcher at TECNALIA R&I Center
Bestätigte E-Mail-Adresse bei tecnalia.com
Titel
Zitiert von
Zitiert von
Jahr
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
652021
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
212020
ECG-based random forest classifier for cardiac arrest rhythms
E Manibardo, U Irusta, J Del Ser, E Aramendi, I Isasi, M Olabarria, ...
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
112019
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
102020
Random vector functional link networks for road traffic forecasting: Performance comparison and stability analysis
EL Manibardo, I Laña, J Del Ser
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
72021
A Graph-Based Methodology for the Sensorless Estimation of Road Traffic Profiles
EL Manibardo, I Laña, E Villar-Rodriguez, J Del Ser
IEEE Transactions on Intelligent Transportation Systems, 2023
5*2023
New perspectives on the use of online learning for congestion level prediction over traffic data
EL Manibardo, I Laña, JL Lobo, J Del Ser
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
42020
Change detection and adaptation strategies for long-term estimation of pedestrian flows
EL Manibardo, I Laña, J Del Ser
2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021
32021
What to Sense When There is no Sensor: Ex-novo Traffic Flow Estimation for Non-Sensed Roads
EL Manibardo, I Laña, J Del Ser
2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
12022
Multi-step Ahead Visual Trajectory Prediction for Object Tracking using Echo State Networks
EL Manibardo, I Laña, J Del Ser
2023 IEEE 26th International Conference on Intelligent Transportation …, 2023
2023
Expert-driven Rule-based Refinement of Semantic Segmentation Maps for Autonomous Vehicles
EL Manibardo, I Laña, J Del Ser, A Carballo, K Takeda
2023 IEEE Intelligent Vehicles Symposium (IV), 1-8, 2023
2023
On the Potential of Randomization-based Neural Networks for Driving Behavior Classification
J Del Ser, EL Manibardo, I Laña
2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
2022
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