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Amelia Zafra

Universidad de Cordoba
H-index:23
Citation Count:1,860
Views:0

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A multi-instance Hoeffding Anytime Tree approach for interpretable failure detection in industrial systems

工业系统中可解释故障检测的多实例霍夫丁任意时树方法

Advanced Engineering Informatics
IF9.9
2026-08-010
OAAI
Esteban, Aurora; Ventura, Sebastian; Zafra, Amelia
TSADmetrics: A library for evaluating time series anomaly detection methods

TSADmetrics：一个用于评估时间序列异常检测方法的库

Neurocomputing
IF6.5
2026-06-050
OAAI
Pedro R. Velasco; Amelia Zafra
Explainable Multi-fault Predictive Maintenance Through Analysis of Wrong Predictions

通过错误预测分析实现可解释的多故障预测性维护

INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT II
IF0
2026-01-010
PRE
Esteban, Aurora; Ramirez, Aurora; Garcia-Martinez, Carlos; Zafra, Amelia
MIHT: A Hoeffding Tree for Time Series Classification Using Multiple Instance Learning

MIHT：一种基于多重实例学习的时间序列分类霍夫丁树

INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT I
IF0
2026-01-010
PRE
Esteban, Aurora; Zafra, Amelia; Ventura, Sebastian
A two-stage framework for early failure detection in predictive maintenance: A case study on metro train

一种用于预测性维护早期故障检测的两阶段框架：地铁列车的案例研究

Neurocomputing
IF6.5
2025-12-300
OAAI
L. Toribio; B. Veloso; J. Gama; A. Zafra
Simultaneous fault prediction in evolving industrial environments with ensembles of Hoeffding adaptive trees

在演化的工业环境中的并行故障预测与Hoeffding自适应树集成

Applied Intelligence
IF3.5
2025-08-230
OAAI
A. Esteban; A. Cano; S. Ventura; A. Zafra
A survey of genetic algorithms for clustering: Taxonomy and empirical analysis
SWARM AND EVOLUTIONARY COMPUTATION
IF8.5
2024-12-010
PRE
Robles-Berumen, Hermes; Zafra, Amelia; Ventura, Sebastian
Hoeffding adaptive trees for multi-label classification on data streams
KNOWLEDGE-BASED SYSTEMS
IF7.6
2024-11-010
OAAI
Esteban, Aurora; Cano, Alberto; Zafra, Amelia; Ventura, Sebastian
Nearest neighbor-based approaches for multi-instance multi-label classification
EXPERT SYSTEMS WITH APPLICATIONS
IF7.5
2023-12-014
OAAI
Zafra, Amelia; Gibaja, Eva
An algorithm based on fuzzy ordinal classification to predict students' academic performance
APPLIED INTELLIGENCE
IF3.5
2023-09-142
OA
Gamez-Granados, Juan C.; Esteban, Aurora; Rodriguez-Lozano, Francisco J.; Zafra, Amelia
MIML library: A modular and flexible library for multi-instance multi-label learning
NEUROCOMPUTING
IF6.5
2022-08-012
OAAI
Belmonte, Alvaro; Zafra, Amelia; Gibaja, Eva
Data mining in predictive maintenance systems: A taxonomy and systematic review
WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
2022-06-2221
OAAI
Esteban, Aurora; Zafra, Amelia; Ventura, Sebastian
Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization
KNOWLEDGE-BASED SYSTEMS
IF7.6
2020-04-0151
OAAI
Esteban, A.; Zafra, A.; Romero, C.
LEAC: An efficient library for clustering with evolutionary algorithms
KNOWLEDGE-BASED SYSTEMS
IF7.6
2019-09-018
PREAI
Robles-Berumen, Hermes; Zafra, Amelia; Fardoun, Habib M.; Ventura, Sebastian
Parallel evaluation of Pittsburgh rule-based classifiers on GPUs
NEUROCOMPUTING
IF6.5
2014-02-0115
OAAI
Cano, Alberto; Zafra, Amelia; Ventura, Sebastian
Weighted Data Gravitation Classification for Standard and Imbalanced Data
IEEE TRANSACTIONS ON CYBERNETICS
IF10.5
2013-12-0184
PRE
Cano, Alberto; Zafra, Amelia; Ventura, Sebastian
Multi-instance genetic programming for predicting student performance in web based educational environments
APPLIED SOFT COMPUTING
IF6.6
2012-08-0127
PREAI
Zafra, Amelia; Ventura, Sebastian
Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data
EXPERT SYSTEMS
IF2.3
2012-07-1042
PREAI
Romero, Cristobal; Zafra, Amelia; Maria Luna, Jose; Ventura, Sebastian
ReliefF-MI: An extension of ReliefF to multiple instance learning
NEUROCOMPUTING
IF6.5
2012-01-0128
PREAI
Zafra, Amelia; Pechenizkiy, Mykola; Ventura, Sebastian
Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems

基于文法指导的遗传规划多目标求解多实例问题

SOFT COMPUTING
IF2.5
2011-12-082
PREAI
Zafra, Amelia; Ventura, Sebastian

Research Directions

The data has not been retrieved yet.
S
Sebastián Ventura
H-index:58Papers:428Citations:1.9万
A
Aurora Esteban
H-index:6Papers:14Citations:213
C
Cristóbal Romero
H-index:45Papers:160Citations:1.3万
C
Cano, Alberto
H-index:0Papers:1Citations:0
E
Eva Gibaja
H-index:12Papers:49Citations:1,193
H
Hermes Robles-Berumen
H-index:4Papers:6Citations:57
C
César Hervás‐Martínez
H-index:45Papers:366Citations:8,040
E
Enrique Herrera‐Viedma
H-index:119Papers:1,209Citations:6.0万
B
Bruno Veloso
H-index:14Papers:110Citations:940
J
José María Luna
H-index:26Papers:123Citations:2,608