Usue Mori

26 papers Journal 26
YearRankTypeTitle / Venue / Authors
2025 J jnl
Light up that Droid! On the effectiveness of static analysis features against app obfuscation for Android malware detection.
J. Netw. Comput. Appl.
Borja Molina-Coronado, Antonio Ruggia, Usue Mori, Alessio Merlo, Alexander Mendiburu, José Miguel-Alonso
2025 J jnl
NeuCoReClass AD: Redefining Self-Supervised Time Series Anomaly Detection.
CoRR
Aitor Sánchez-Ferrera, Usue Mori, Borja Calvo, José Antonio Lozano
2024 J jnl
Reinforcement learning for the optimization and online control of emulsion polymerization reactors: Particle morphology.
Comput. Chem. Eng.
Nicholas Ballard, Kiarash Farajzadehahary, Shaghayegh Hamzehlou, Usue Mori, José M. Asua
2023 J jnl
Efficient Concept Drift Handling for Batch Android Malware Detection Models.
CoRR
Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso
2023 J jnl
Efficient concept drift handling for batch android malware detection models.
Pervasive Mob. Comput.
Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso
2023 J jnl
Light up that Droid! On the Effectiveness of Static Analysis Features against App Obfuscation for Android Malware Detection.
CoRR
Borja Molina-Coronado, Antonio Ruggia, Usue Mori, Alessio Merlo, Alexander Mendiburu, José Miguel-Alonso
2023 J jnl
Minimum Recall-Based Loss Function for Imbalanced Time Series Classification.
IEEE Trans. Knowl. Data Eng.
Josu Ircio, Aizea Lojo, Usue Mori, Simon Malinowski, José Antonio Lozano
2023 J jnl
Selective Imputation for Multivariate Time Series Datasets With Missing Values.
IEEE Trans. Knowl. Data Eng.
Ane Blázquez-García, Kristoffer Wickstrøm, Shujian Yu, Karl Øyvind Mikalsen, Ahcène Boubekki, Angel Conde, Usue Mori, Robert Jenssen, José Antonio Lozano
2023 J jnl
Towards a fair comparison and realistic evaluation framework of android malware detectors based on static analysis and machine learning.
Comput. Secur.
Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso
2022 J jnl
A Multivariate Time Series Streaming Classifier for Predicting Hard Drive Failures [Application Notes].
IEEE Comput. Intell. Mag.
Josu Ircio, Aizea Lojo, José Antonio Lozano, Usue Mori
2022 J jnl
A Review on Outlier/Anomaly Detection in Time Series Data.
ACM Comput. Surv.
Ane Blázquez-García, Angel Conde, Usue Mori, José Antonio Lozano
2022 J jnl
Ad-hoc explanation for time series classification.
Knowl. Based Syst.
Amaia Abanda, Usue Mori, José Antonio Lozano
2022 J jnl
Time series classifier recommendation by a meta-learning approach.
Pattern Recognit.
Amaia Abanda, Usue Mori, José Antonio Lozano
2022 J jnl
Towards a Fair Comparison and Realistic Design and Evaluation Framework of Android Malware Detectors.
CoRR
Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso
2021 J jnl
Water leak detection using self-supervised time series classification.
Inf. Sci.
Ane Blázquez-García, Angel Conde, Usue Mori, José Antonio Lozano
2020 J jnl
A review on outlier/anomaly detection in time series data.
CoRR
Ane Blázquez-García, Angel Conde, Usue Mori, José Antonio Lozano
2020 J jnl
Mutual information based feature subset selection in multivariate time series classification.
Pattern Recognit.
Josu Ircio, Aizea Lojo, Usue Mori, José Antonio Lozano
2020 J jnl
Survey of Network Intrusion Detection Methods From the Perspective of the Knowledge Discovery in Databases Process.
IEEE Trans. Netw. Serv. Manag.
Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso
2020 J jnl
Survey of Network Intrusion Detection Methods from the Perspective of the Knowledge Discovery in Databases Process.
CoRR
Borja Molina-Coronado, Usue Mori, Alexander Mendiburu, José Miguel-Alonso
2019 J jnl
A review on distance based time series classification.
Data Min. Knowl. Discov.
Amaia Abanda, Usue Mori, José Antonio Lozano
2019 J jnl
Early classification of time series using multi-objective optimization techniques.
Inf. Sci.
Usue Mori, Alexander Mendiburu, Isabel Marta Miranda, José Antonio Lozano
2018 J jnl
A review on distance based time series classification.
CoRR
Amaia Abanda, Usue Mori, José Antonio Lozano
2018 J jnl
Early Classification of Time Series by Simultaneously Optimizing the Accuracy and Earliness.
IEEE Trans. Neural Networks Learn. Syst.
Usue Mori, Alexander Mendiburu, Sanjoy Dasgupta, José Antonio Lozano
2017 J jnl
Reliable early classification of time series based on discriminating the classes over time.
Data Min. Knowl. Discov.
Usue Mori, Alexander Mendiburu, Eamonn J. Keogh, José Antonio Lozano
2016 J jnl
Distance Measures for Time Series in R: The TSdist Package.
R J.
Usue Mori, Alexander Mendiburu, José Antonio Lozano
2016 J jnl
Similarity Measure Selection for Clustering Time Series Databases.
IEEE Trans. Knowl. Data Eng.
Usue Mori, Alexander Mendiburu, José Antonio Lozano