Usue Mori

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 24

Top Topics

Evaluation Framework

Multivariate Time Series

Malware Detection

Static Analysis

Top Venues

IEEE Trans. Knowl. Data Eng.

Data Min. Knowl. Discov.

Pattern Recognit.

Publications

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 (2024)
Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso
Efficient Concept Drift Handling for Batch Android Malware Detection Models. CoRR (2023)
Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso
Efficient concept drift handling for batch android malware detection models. Pervasive Mob. Comput. 96 (2023)
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 (2023)
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) (2023)
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 (2023)
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) (2023)
Amaia Abanda, Usue Mori, José Antonio Lozano
Time series classifier recommendation by a meta-learning approach. Pattern Recognit. 128 (2022)
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 (2022)
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) (2022)
Amaia Abanda, Usue Mori, José Antonio Lozano
Ad-hoc explanation for time series classification. Knowl. Based Syst. 252 (2022)
Ane Blázquez-García, Angel Conde, Usue Mori, José Antonio Lozano
Water leak detection using self-supervised time series classification. Inf. Sci. 574 (2021)
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) (2021)
Ane Blázquez-García, Angel Conde, Usue Mori, José Antonio Lozano
A review on outlier/anomaly detection in time series data. CoRR (2020)
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) (2020)
Josu Ircio, Aizea Lojo, Usue Mori, José Antonio Lozano
Mutual information based feature subset selection in multivariate time series classification. Pattern Recognit. 108 (2020)
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 (2020)
Usue Mori, Alexander Mendiburu, Isabel Marta Miranda, José Antonio Lozano
Early classification of time series using multi-objective optimization techniques. Inf. Sci. 492 (2019)
Amaia Abanda, Usue Mori, José Antonio Lozano
A review on distance based time series classification. Data Min. Knowl. Discov. 33 (2) (2019)
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) (2018)
Amaia Abanda, Usue Mori, José Antonio Lozano
A review on distance based time series classification. CoRR (2018)
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) (2017)
Usue Mori, Alexander Mendiburu, José Antonio Lozano
Similarity Measure Selection for Clustering Time Series Databases. IEEE Trans. Knowl. Data Eng. 28 (1) (2016)
Usue Mori, Alexander Mendiburu, José Antonio Lozano
Distance Measures for Time Series in R: The TSdist Package. R J. 8 (2) (2016)