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Usue Mori
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2020 – today
- 2024
- [j18]Nicholas Ballard, Kiarash Farajzadehahary, Shaghayegh Hamzehlou, Usue Mori, José M. Asua:
Reinforcement learning for the optimization and online control of emulsion polymerization reactors: Particle morphology. Comput. Chem. Eng. 187: 108739 (2024) - 2023
- [j17]Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso:
Towards a fair comparison and realistic evaluation framework of android malware detectors based on static analysis and machine learning. Comput. Secur. 124: 102996 (2023) - [j16]Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso:
Efficient concept drift handling for batch android malware detection models. Pervasive Mob. Comput. 96: 101849 (2023) - [j15]Ane Blázquez-García, Kristoffer Wickstrøm, Shujian Yu, Karl Øyvind Mikalsen, Ahcène Boubekki, Angel Conde, Usue Mori, Robert Jenssen, José Antonio Lozano:
Selective Imputation for Multivariate Time Series Datasets With Missing Values. IEEE Trans. Knowl. Data Eng. 35(9): 9490-9501 (2023) - [j14]Josu Ircio, Aizea Lojo, Usue Mori, Simon Malinowski, José Antonio Lozano:
Minimum Recall-Based Loss Function for Imbalanced Time Series Classification. IEEE Trans. Knowl. Data Eng. 35(10): 10024-10034 (2023) - [i6]Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso:
Efficient Concept Drift Handling for Batch Android Malware Detection Models. CoRR abs/2309.09807 (2023) - [i5]Borja Molina-Coronado, Antonio Ruggia, Usue Mori, Alessio Merlo, Alexander Mendiburu, José Miguel-Alonso:
Light up that Droid! On the Effectiveness of Static Analysis Features against App Obfuscation for Android Malware Detection. CoRR abs/2310.15645 (2023) - 2022
- [j13]Josu Ircio, Aizea Lojo, José Antonio Lozano, Usue Mori:
A Multivariate Time Series Streaming Classifier for Predicting Hard Drive Failures [Application Notes]. IEEE Comput. Intell. Mag. 17(1): 102-114 (2022) - [j12]Ane Blázquez-García, Angel Conde, Usue Mori, José Antonio Lozano:
A Review on Outlier/Anomaly Detection in Time Series Data. ACM Comput. Surv. 54(3): 56:1-56:33 (2022) - [j11]Amaia Abanda, Usue Mori, José Antonio Lozano:
Ad-hoc explanation for time series classification. Knowl. Based Syst. 252: 109366 (2022) - [j10]Amaia Abanda, Usue Mori, José Antonio Lozano:
Time series classifier recommendation by a meta-learning approach. Pattern Recognit. 128: 108671 (2022) - [i4]Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso:
Towards a Fair Comparison and Realistic Design and Evaluation Framework of Android Malware Detectors. CoRR abs/2205.12569 (2022) - 2021
- [j9]Ane Blázquez-García, Angel Conde, Usue Mori, José Antonio Lozano:
Water leak detection using self-supervised time series classification. Inf. Sci. 574: 528-541 (2021) - 2020
- [j8]Josu Ircio, Aizea Lojo, Usue Mori, José Antonio Lozano:
Mutual information based feature subset selection in multivariate time series classification. Pattern Recognit. 108: 107525 (2020) - [j7]Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso:
Survey of Network Intrusion Detection Methods From the Perspective of the Knowledge Discovery in Databases Process. IEEE Trans. Netw. Serv. Manag. 17(4): 2451-2479 (2020) - [i3]Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso:
Survey of Network Intrusion Detection Methods from the Perspective of the Knowledge Discovery in Databases Process. CoRR abs/2001.09697 (2020) - [i2]Ane Blázquez-García, Angel Conde, Usue Mori, José Antonio Lozano:
A review on outlier/anomaly detection in time series data. CoRR abs/2002.04236 (2020)
2010 – 2019
- 2019
- [j6]Amaia Abanda, Usue Mori, José Antonio Lozano:
A review on distance based time series classification. Data Min. Knowl. Discov. 33(2): 378-412 (2019) - [j5]Usue Mori, Alexander Mendiburu, Isabel Marta Miranda, José Antonio Lozano:
Early classification of time series using multi-objective optimization techniques. Inf. Sci. 492: 204-218 (2019) - 2018
- [j4]Usue Mori, Alexander Mendiburu, Sanjoy Dasgupta, José Antonio Lozano:
Early Classification of Time Series by Simultaneously Optimizing the Accuracy and Earliness. IEEE Trans. Neural Networks Learn. Syst. 29(10): 4569-4578 (2018) - [i1]Amaia Abanda, Usue Mori, José Antonio Lozano:
A review on distance based time series classification. CoRR abs/1806.04509 (2018) - 2017
- [j3]Usue Mori, Alexander Mendiburu, Eamonn J. Keogh, José Antonio Lozano:
Reliable early classification of time series based on discriminating the classes over time. Data Min. Knowl. Discov. 31(1): 233-263 (2017) - 2016
- [j2]Usue Mori, Alexander Mendiburu, José Antonio Lozano:
Distance Measures for Time Series in R: The TSdist Package. R J. 8(2): 451 (2016) - [j1]Usue Mori, Alexander Mendiburu, José Antonio Lozano:
Similarity Measure Selection for Clustering Time Series Databases. IEEE Trans. Knowl. Data Eng. 28(1): 181-195 (2016)
Coauthor Index
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last updated on 2024-07-20 21:22 CEST by the dblp team
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