Natalia Mordvaniuk

According to our database, Natalia Mordvaniuk authored at least 13 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

TA4L: Efficient temporal abstraction of multivariate time series.

Natalia Mordvanyuk, Beatriz López, Albert Bifet

Knowl. Based Syst., 2022

VEPRECO: Vertical databases with pre-pruning strategies and common candidate selection policies to fasten sequential pattern mining.

Natalia Mordvanyuk, Albert Bifet, Beatriz López

Expert Syst. Appl., 2022

2021

Efficient sequential and temporal pattern mining.

Natalia Mordvaniuk

PhD thesis, 2021

vertTIRP: Robust and efficient vertical frequent time interval-related pattern mining.

Natalia Mordvanyuk, Beatriz López, Albert Bifet

Expert Syst. Appl., 2021

Understanding affective behaviour from physiological signals: Feature learning versus pattern mining.

Natalia Mordvanyuk, Jaume Gauchola, Beatriz López

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2018

Knowledge representation and machine learning on wearable sensor data: a study on gait monitoring.

Beatriz López, Natalia Mordvanyuk, Pablo Gay, Albert Pla

Proceedings of the First International Conference on Data Science, 2018

2017

Bag-of-steps: Predicting lower-limb fracture rehabilitation length by weight loading analysis.

Albert Pla, Natalia Mordvanyuk, Beatriz López, Marco Raaben, Taco J. Blokhuis, Herman R. Holtslag

Neurocomputing, 2017

Prediction of Glucose Level Conditions from Sequential Data.

Natalia Mordvanyuk, Ferran Torrent-Fontbona, Beatriz López

Proceedings of the Recent Advances in Artificial Intelligence Research and Development, 2017

MATCHuP: An mHealth Tool for Children and Young People Health Promotion.

Beatriz López, Sreynoch Soung, Natalia Mordvanyuk, Albert Pla, Pablo Gay, Abel López-Bermejo

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

Bag-of-Steps: predicting lower-limb fracture rehabilitation length.

Albert Pla, Beatriz López, Cristofor Nogueira, Natalia Mordvaniuk, Taco J. Blokhuis, Herman R. Holtslag

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2014

Context-Aware Case-Based Reasoning.

Albert Pla, Jordi Coll, Natalia Mordvaniuk, Beatriz López

Proceedings of the Mining Intelligence and Knowledge Exploration, 2014

Context Management in Health Care Apps.

Albert Pla, Beatriz López, Jordi Coll, Natalia Mordvaniuk, Abel López-Bermejo

Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

Intelligent System for Premature Babies Healthcare at Home based on Case-based Reasoning.

Beatriz López, Francisco Gamero, Jordi Coll, Natalia Mordvaniuk, Judit Bassols, Eva Bargallo, Borja Guarch, Abel López-Bermejo

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014