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Ekhi Zugasti
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2020 – today
- 2024
- [i6]Jokin Alcibar, Jose Ignacio Aizpurua, Ekhi Zugasti, Oier Penagarikano:
A Hybrid Probabilistic Battery Health Management Approach for Robust Inspection Drone Operations. CoRR abs/2405.00055 (2024) - [i5]Jokin Alcibar, Jose Ignacio Aizpurua, Ekhi Zugasti:
Towards a Probabilistic Fusion Approach for Robust Battery Prognostics. CoRR abs/2405.15292 (2024) - 2023
- [j4]Jokin Labaien
, Tsuyoshi Idé
Diagnostic spatio-temporal transformer with faithful encoding. Knowl. Based Syst. 274: 110639 (2023) - [c5]Eneko Intxausti
Towards Robust Defect Detection in Casting Using Contrastive Learning. CIARP 2023: 605-616 - [i4]Jokin Labaien, Tsuyoshi Idé, Pin-Yu Chen, Ekhi Zugasti, Xabier De Carlos:
Diagnostic Spatio-temporal Transformer with Faithful Encoding. CoRR abs/2305.17149 (2023) - 2022
- [j3]Oscar Serradilla
Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects. Appl. Intell. 52(10): 10934-10964 (2022) - [j2]Oscar Serradilla
Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge. Int. J. Comput. Integr. Manuf. 35(12): 1310-1334 (2022) - 2021
- [i3]Jokin Labaien, Ekhi Zugasti, Xabier De Carlos:
DA-DGCEx: Ensuring Validity of Deep Guided Counterfactual Explanations With Distribution-Aware Autoencoder Loss. CoRR abs/2104.09062 (2021) - 2020
- [c4]Jokin Labaien
Contrastive Explanations for a Deep Learning Model on Time-Series Data. DaWaK 2020: 235-244 - [c3]Oscar Serradilla, Ekhi Zugasti
Interpreting Remaining Useful Life estimations combining Explainable Artificial Intelligence and domain knowledge in industrial machinery. FUZZ-IEEE 2020: 1-8 - [i2]Oscar Serradilla, Ekhi Zugasti, Urko Zurutuza:
Deep learning models for predictive maintenance: a survey, comparison, challenges and prospect. CoRR abs/2010.03207 (2020)
2010 – 2019
- 2019
- [j1]Felix Larrinaga
A Big Data implementation of the MANTIS reference architecture for predictive maintenance. J. Syst. Control. Eng. 233(10) (2019) - [i1]Javier Fernandez-Anakabe, Ekhi Zugasti Uriguen, Urko Zurutuza Ortega:
An Attribute Oriented Induction based Methodology for Data Driven Predictive Maintenance. CoRR abs/1912.00662 (2019) - 2018
- [c2]Felix Larrinaga
Implementation of a Reference Architecture for Cyber Physical Systems to support Condition Based Maintenance. CoDIT 2018: 773-778 - [c1]Ekhi Zugasti
Null is Not Always Empty: Monitoring the Null Space for Field-Level Anomaly Detection in Industrial IoT Environments. GIoTS 2018: 1-6
Coauthor Index
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