Intelligent Systems Group - GIC 21/086
IK4-IKERLAN
Arrasate / Mondragon, EspañaPublicaciones en colaboración con investigadoras/es de IK4-IKERLAN (7)
2023
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Minimum Recall-Based Loss Function for Imbalanced Time Series Classification
IEEE Transactions on Knowledge and Data Engineering, Vol. 35, Núm. 10, pp. 10024-10034
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Selective Imputation for Multivariate Time Series Datasets with Missing Values
IEEE Transactions on Knowledge and Data Engineering, Vol. 35, Núm. 9, pp. 9490-9501
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SilionBurmuin: A Horizon Europe propelled Neurocomputing Initiative in the Basque Country
Proceedings - 2023 49th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2023
2022
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A Multivariate Time Series Streaming Classifier for Predicting Hard Drive Failures [Application Notes]
IEEE Computational Intelligence Magazine, Vol. 17, Núm. 1, pp. 102-114
2021
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A Review on Outlier/Anomaly Detection in Time Series Data
ACM Computing Surveys, Vol. 54, Núm. 3
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Water leak detection using self-supervised time series classification
Information Sciences, Vol. 574, pp. 528-541
2019
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Supervised non-parametric discretization based on Kernel density estimation
Pattern Recognition Letters, Vol. 128, pp. 496-504