Researcher profile · Semantic Scholar

Usue Mori

h-index: 15
Works: 29
Citations: 2,476

Most-cited papers

A Review on Outlier/Anomaly Detection in Time Series Data
Ane Blázquez-García, Angel Conde, Usue Mori, J. A. Lozano
2020ACM Computing Surveys1,146 citations Open access
Semantic Scholar
A review on distance based time series classification
Amaia Abanda, Usue Mori, J. A. Lozano
2018Data mining and knowledge discovery295 citations Open access
Semantic Scholar
A review of travel time estimation and forecasting for Advanced Traveller Information Systems
Usue Mori, A. Mendiburu, Maite Álvarez, J. A. Lozano
2015256 citations
Semantic Scholar
Survey of Network Intrusion Detection Methods From the Perspective of the Knowledge Discovery in Databases Process
Borja Molina-Coronado, Usue Mori, A. Mendiburu, J. Miguel-Alonso
2020IEEE Transactions on Network and Service Management114 citations Open access
Semantic Scholar
Early Classification of Time Series by Simultaneously Optimizing the Accuracy and Earliness
Usue Mori, A. Mendiburu, S. Dasgupta, J. A. Lozano
2018IEEE Transactions on Neural Networks and Learning Systems100 citations Open access
Semantic Scholar
Distance Measures for Time Series in R: The TSdist Package
Usue Mori, A. Mendiburu, J. A. Lozano
2016The R Journal98 citations Open access
Semantic Scholar
Reliable early classification of time series based on discriminating the classes over time
Usue Mori, A. Mendiburu, Eamonn J. Keogh, J. A. Lozano
2016Data mining and knowledge discovery91 citations
Semantic Scholar
Similarity Measure Selection for Clustering Time Series Databases
Usue Mori, A. Mendiburu, J. A. Lozano
2016IEEE Transactions on Knowledge and Data Engineering75 citations
Semantic Scholar
Mutual information based feature subset selection in multivariate time series classification
Josu Ircio, A. Lojo, Usue Mori, J. A. Lozano
2020Pattern Recognition57 citations Open access
Semantic Scholar
Towards a fair comparison and realistic evaluation framework of android malware detectors based on static analysis and machine learning
Borja Molina-Coronado, Usue Mori, A. Mendiburu, J. Miguel-Alonso
2022Computers & security50 citations Open access
Semantic Scholar
Water leak detection using self-supervised time series classification
Ane Blázquez-García, Angel Conde, Usue Mori, J. A. Lozano
2021Information Sciences44 citations Open access
Semantic Scholar
Early classification of time series using multi-objective optimization techniques
Usue Mori, A. Mendiburu, Isabel Marta Miranda, J. A. Lozano
2019Information Sciences38 citations Open access
Semantic Scholar
Selective Imputation for Multivariate Time Series Datasets With Missing Values
Ane Blázquez-García, Kristoffer Wickstrøm, Shu-Jian Yu, Karl Øyvind Mikalsen +5 more
2023IEEE Transactions on Knowledge and Data Engineering24 citations Open access
Semantic Scholar
Reinforcement learning for the optimization and online control of emulsion polymerization reactors: Particle morphology
N. Ballard, Kiarash Farajzadehahary, S. Hamzehlou, Usue Mori +1 more
2024Computers and Chemical Engineering18 citations
Semantic Scholar
Efficient Concept Drift Handling for Batch Android Malware Detection Models
Borja Molina-Coronado, Usue Mori, A. Mendiburu, J. Miguel-Alonso
2023Pervasive and Mobile Computing18 citations Open access
Semantic Scholar
A Multivariate Time Series Streaming Classifier for Predicting Hard Drive Failures [Application Notes]
Josu Ircio, A. Lojo, J. A. Lozano, Usue Mori
2022IEEE Computational Intelligence Magazine14 citations Open access
Semantic Scholar
Minimum Recall-Based Loss Function for Imbalanced Time Series Classification
Josu Ircio, A. Lojo, Usue Mori, S. Malinowski +1 more
2023IEEE Transactions on Knowledge and Data Engineering10 citations
Semantic Scholar
Light up that Droid! On the effectiveness of static analysis features against app obfuscation for Android malware detection
Borja Molina-Coronado, Antonio Ruggia, Usue Mori, Alessio Merlo +2 more
2024Journal of Network and Computer Applications9 citations Open access
Semantic Scholar
Time series classifier recommendation by a meta-learning approach
Amaia Abanda, Usue Mori, J. A. Lozano
2022Pattern Recognition9 citations Open access
Semantic Scholar
Light up that Droid! On the Effectiveness of Static Analysis Features against App Obfuscation for Android Malware Detection
Borja Molina-Coronado, Antonio Ruggia, Usue Mori, Alessio Merlo +2 more
2023arXiv.org8 citations
Semantic Scholar
Ad-hoc explanation for time series classification
Amaia Abanda, Usue Mori, J. A. Lozano
2022Knowledge-Based Systems8 citations Open access
Semantic Scholar
Unveiling the neuroplastic capacity of the bilingual brain: insights from healthy and pathological individuals
Ileana Quiñones, Sandra Gisbert-Muñoz, Lucía Amoruso, Lucía Manso-Ortega +5 more
2024Brain Structure and Function6 citations Open access
Semantic Scholar
Early prediction of Ibex 35 movements
I. M. Miranda‐García, M. Segovia‐Vargas, Usue Mori, J. Lozano
2022Journal of Forecasting3 citations Open access
Semantic Scholar
NeuCoReClass AD: Redefining Self-Supervised Time Series Anomaly Detection
Aitor Sánchez-Ferrera, Usue Mori, Borja Calvo, Jose A. Lozano
2025Neural Networks2 citations Open access
Semantic Scholar
Distance Measures for Time Series Data [R package TSdist version 3.7]
Usue Mori, A. Mendiburu, J. A. Lozano
20201 citations
Semantic Scholar
Towards a Fair Comparison and Realistic Design and Evaluation Framework of Android Malware Detectors
Borja Molina-Coronado, Usue Mori, A. Mendiburu, J. Miguel-Alonso
2022arXiv.org0 citations Open access
Semantic Scholar
Denborazko serieen sailkapen goiztiarra helburu anitzeko optimizazio problema gisa aztertua
I. Arrieta, Usue Mori, Alexander Mendiburu, Jose A. Lozano
20200 citations Open access
Semantic Scholar
Supplementary material for the paper titled “ Early classification of time series by simultaneously optimizing the accuracy and earliness ” Raw results for the 4 combinations of the proposed method
Usue Mori, A. Mendiburu, S. Dasgupta, J. A. Lozano
20170 citations
Semantic Scholar
Bootstrap ez-parametrikoa algoritmoen errendimenduaren konparaketarako estatistika bayestarraren alternatiba gisa (Non-parametric bootstrap for algorithm performance comparison as an alternative to Bayesian statistics)
Usue Mori
0 citations
Semantic Scholar

Ane Blázquez-García

×3

Angel Conde×3

Amaia Abanda×3

Josu Ircio×3

A. Lojo×3

S. Dasgupta×2

J. Lozano×2

Antonio Ruggia×2