Aurora Esteban

13 papers B 2C 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
MIHT: A Hoeffding Tree for Time Series Classification using Multiple Instance Learning.
CoRR
Aurora Esteban, Amelia Zafra, Sebastián Ventura
2025 — conf
Explainable Multi-fault Predictive Maintenance Through Analysis of Wrong Predictions.
IDEAL (2)
Aurora Esteban, Aurora Ramírez, Carlos García-Martínez, Amelia Zafra
2025 — conf
MIHT: A Hoeffding Tree for Time Series Classification Using Multiple Instance Learning.
IDEAL (1)
Aurora Esteban, Amelia Zafra, Sebastián Ventura
2025 J jnl
Simultaneous fault prediction in evolving industrial environments with ensembles of Hoeffding adaptive trees.
Appl. Intell.
Aurora Esteban, Alberto Cano, Sebastián Ventura, Amelia Zafra
2024 J jnl
Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization.
CoRR
Aurora Esteban, Amelia Zafra, Cristóbal Romero
2024 J jnl
Hoeffding adaptive trees for multi-label classification on data streams.
CoRR
Aurora Esteban, Alberto Cano, Amelia Zafra, Sebastián Ventura
2024 J jnl
Hoeffding adaptive trees for multi-label classification on data streams.
Knowl. Based Syst.
Aurora Esteban, Alberto Cano, Amelia Zafra, Sebastián Ventura
2024 C conf
Predictive Maintenance with Large Language Models and Transformer-based Survival Analysis.
IECON
Aurora Esteban, Victor Cobilean, Rashmika Nawaratne
2023 J jnl
An algorithm based on fuzzy ordinal classification to predict students' academic performance.
Appl. Intell.
Juan Carlos Gámez-Granados, Aurora Esteban, Francisco J. Rodríguez-Lozano, Amelia Zafra
2022 J jnl
Data mining in predictive maintenance systems: A taxonomy and systematic review.
WIREs Data Mining Knowl. Discov.
Aurora Esteban, Amelia Zafra, Sebastián Ventura
2020 B conf
A Preliminary Study on Evolutionary Clustering for Multiple Instance Learning.
CEC
Aurora Esteban, Amelia Zafra, Sebastián Ventura
2020 J jnl
Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization.
Knowl. Based Syst.
Aurora Esteban, Amelia Zafra, Cristóbal Romero
2018 B conf
A Hybrid Multi-Criteria approach using a Genetic Algorithm for Recommending Courses to University Students.
EDM
Aurora Esteban, Amelia Zafra, Cristóbal Romero