Usue Mori

José M. Asua

Comput. Chem. Eng., 2024

2023

Efficient concept drift handling for batch android malware detection models.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., December, 2023

Minimum Recall-Based Loss Function for Imbalanced Time Series Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., October, 2023

Selective Imputation for Multivariate Time Series Datasets With Missing Values.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

Light up that Droid! On the Effectiveness of Static Analysis Features against App Obfuscation for Android Malware Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Towards a fair comparison and realistic evaluation framework of android malware detectors based on static analysis and machine learning.

[BibT_eX]

[DOI]

Comput. Secur., 2023

2022

Time series classifier recommendation by a meta-learning approach.

[BibT_eX]

[DOI]

Amaia Abanda

Pattern Recognit., 2022

Ad-hoc explanation for time series classification.

[BibT_eX]

[DOI]

Amaia Abanda

Knowl. Based Syst., 2022

A Review on Outlier/Anomaly Detection in Time Series Data.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2022

Towards a Fair Comparison and Realistic Design and Evaluation Framework of Android Malware Detectors.

[BibT_eX]

[DOI]

CoRR, 2022

A Multivariate Time Series Streaming Classifier for Predicting Hard Drive Failures [Application Notes].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2022

2021

Water leak detection using self-supervised time series classification.

[BibT_eX]

[DOI]

Inf. Sci., 2021

2020

Survey of Network Intrusion Detection Methods From the Perspective of the Knowledge Discovery in Databases Process.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2020

Mutual information based feature subset selection in multivariate time series classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

2019

Early classification of time series using multi-objective optimization techniques.

[BibT_eX]

[DOI]

Inf. Sci., 2019

A review on distance based time series classification.

[BibT_eX]

[DOI]

Amaia Abanda

Data Min. Knowl. Discov., 2019

2018

Early Classification of Time Series by Simultaneously Optimizing the Accuracy and Earliness.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

2017

Reliable early classification of time series based on discriminating the classes over time.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2017

2016

Similarity Measure Selection for Clustering Time Series Databases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Distance Measures for Time Series in R: The TSdist Package.

[BibT_eX]

[DOI]