Jokin Labaien

According to our database, Jokin Labaien authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Managing Sources of Uncertainty in Utilizing AI in Development and Deployment of Safety-Critical Autonomous Systems.

Robert Lowe, Maria Ulan, Thanh Hai Bui, Ana Adell, Jokin Labaien, Axel Brando

Proceedings of the 22nd IEEE International Conference on Software Architecture, 2025

2024

Improving Transformers using Faithful Positional Encoding.

Tsuyoshi Idé, Jokin Labaien, Pin-Yu Chen

CoRR, 2024

2023

Diagnostic spatio-temporal transformer with faithful encoding.

Jokin Labaien, Tsuyoshi Idé, Pin-Yu Chen, Ekhi Zugasti, Xabier De Carlos

Knowl. Based Syst., 2023

2022

A framework for adapting online prediction algorithms to outlier detection over time series.

Alaiñe Iturria, Jokin Labaien, Santi Charramendieta, Aizea Lojo, Javier Del Ser, Francisco Herrera

Knowl. Based Syst., 2022

2021

DA-DGCEx: Ensuring Validity of Deep Guided Counterfactual Explanations With Distribution-Aware Autoencoder Loss.

Jokin Labaien, Ekhi Zugasti, Xabier De Carlos

CoRR, 2021

2020

Contrastive Explanations for a Deep Learning Model on Time-Series Data.

Jokin Labaien, Ekhi Zugasti, Xabier De Carlos

Proceedings of the Big Data Analytics and Knowledge Discovery, 2020