ECG-based Random Forest Classifier for Cardiac Arrest Rhythms. - Eric Manibardo; Unai Irusta; Javier Del Ser; Elisabete Aramendi; Iraia Isasi; Mikel Olabarria; Carlos Corcuera; Jose F. Veintemillas; Andima Larrea (EMBC, 2019)

New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data. - Eric L. Manibardo; Ibai Laña; Jesus L. Lobo; Javier Del Ser (IJCNN, 2020)

Transfer Learning and Online Learning for Traffic Forecasting under Different Data Availability Conditions: Alternatives and Pitfalls. - Eric L. Manibardo; Ibai Laña; Javier Del Ser (ITSC, 2020)

Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. - Javier Del Ser; Ibai Laña; Eric L. Manibardo; Izaskun Oregi; Eneko Osaba; Jesus L. Lobo; Miren Nekane Bilbao; Eleni I. Vlahogianni (ITSC, 2020)

Random Vector Functional Link Networks for Road Traffic Forecasting: Performance Comparison and Stability Analysis. - Eric L. Manibardo; Ibai Laña; Javier Del Ser (IJCNN, 2021)

Change Detection and Adaptation Strategies for Long-Term Estimation of Pedestrian Flows. - Eric L. Manibardo; Ibai Laña; Javier Del Ser (ITSC, 2021)

What to Sense When There is no Sensor: Ex-novo Traffic Flow Estimation for Non-Sensed Roads. - Eric L. Manibardo; Ibai Laña; Javier Del Ser (ITSC, 2022)

On the Potential of Randomization-based Neural Networks for Driving Behavior Classification. - Javier Del Ser; Eric L. Manibardo; Ibai Laña (ITSC, 2022)

On the Design of Graph Embeddings for the Sensorless Estimation of Road Traffic Profiles. - Eric L. Manibardo; Ibai Laña; Esther Villar-Rodriguez; Javier Del Ser (CoRR, 2022)

Deep Learning for Road Traffic Forecasting: Does it Make a Difference? - Eric L. Manibardo; Ibai Laña; Javier Del Ser (IEEE Trans. Intell. Transp. Syst., 2022)

Multi-step Ahead Visual Trajectory Prediction for Object Tracking using Echo State Networks. - Eric L. Manibardo; Ibai Laña; Javier Del Ser (ITSC, 2023)

Expert-driven Rule-based Refinement of Semantic Segmentation Maps for Autonomous Vehicles. - Eric L. Manibardo; Ibai Laña; Javier Del Ser; Alexander Carballo; Kazuya Takeda (IV, 2023)

A Graph-Based Methodology for the Sensorless Estimation of Road Traffic Profiles. - Eric L. Manibardo; Ibai Laña; Esther Villar-Rodriguez; Javier Del Ser (IEEE Trans. Intell. Transp. Syst., 2023)