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Olga Valenzuela

Observed names: O. Valenzuela, OLGA VALENZUELA, Olga Valenzuela Cansino, Valenzuela, Olga
ORCID: 0000-0001-6034-9392
Observed ORCID: 0000-0001-6034-9392
OpenAlex ID: A5058407177
Soft-computing techniques and ARMA model for time series prediction
2007 · I. Rojas, O. Valenzuela, et al. · Neurocomputing · 229
Hybridization of intelligent techniques and ARIMA models for time series prediction
2007 · O. Valenzuela, I. Rojas, et al. · Fuzzy Sets and Systems · 177
Time Series Analysis and Forecasting
2025 · Olga Valenzuela, Fernando Rojas, et al. · Contributions to statistics · 115
Human activity recognition based on a sensor weighting hierarchical classifier
2012 · Oresti Banos, Miguel Damas, et al. · Soft Computing · 79
Recursive prediction for long term time series forecasting using advanced models
2007 · L.J. Herrera, H. Pomares, et al. · Neurocomputing · 76
TaSe, a Taylor series-based fuzzy system model that combines interpretability and accuracy
2005 · L.J. Herrera, H. Pomares, et al. · Fuzzy Sets and Systems · 68
Classification of MRI Images for Alzheimer's Disease Detection
2013 · Luis Javier Herrera, Ignacio Rojas, et al. · International Conference on Social Computing · 67
Time Series Analysis and Forecasting
2018 · Rojas, Ignacio, Pomares, Héctor, et al. · Contributions to statistics · 65
Optimizing multiple sequence alignments using a genetic algorithm based on three objectives: structural information, non-gaps percentage and totally conserved columns
2013 · Francisco M. Ortuño, Olga Valenzuela, et al. · Bioinformatics · 58
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Leukemia multiclass assessment and classification from Microarray and RNA-seq technologies integration at gene expression level
2019 · Daniel Castillo, Juan Manuel Galvez, et al. · PLoS ONE · 56
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Impact of Image Preprocessing Methods and Deep Learning Models for Classifying Histopathological Breast Cancer Images
2022 · David Murcia-Gómez, Ignacio Rojas-Valenzuela, et al. · Applied Sciences · 54
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Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time
2006 · I. Rojas, H. Pomares, et al. · Fuzzy Sets and Systems · 50
Multi-Objective Genetic Algorithms to Find Most Relevant Volumes of the Brain Related to Alzheimer's Disease and Mild Cognitive Impairment
2018 · Olga Valenzuela, Xiaoyi Jiang, et al. · International Journal of Neural Systems · 36
Evolutionary computation for optimal knots allocation in smoothing splines
2012 · Olga Valenzuela, Blanca Delgado-Marquez, et al. · Applied Mathematical Modelling · 36
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Towards Improving Skin Cancer Diagnosis by Integrating Microarray and RNA-Seq Datasets
2019 · Juan M. Galvez, Daniel Castillo-Secilla, et al. · IEEE Journal of Biomedical and Health Informatics · 34
Parallel multiobjective memetic RBFNNs design and feature selection for function approximation problems
2009 · A. Guillén, H. Pomares, et al. · Neurocomputing · 34
Using fuzzy logic to improve a clustering technique for function approximation
2007 · A. Guillén, J. González, et al. · Neurocomputing · 30
Analysis of the operators involved in the definition of the implication functions and in the fuzzy inference process
1998 · I. Rojas, O. Valenzuela, et al. · International Journal of Approximate Reasoning · 29
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Output value-based initialization for radial basis function neural networks
2007 · Alberto Guillén, Ignacio Rojas, et al. · Neural Processing Letters · 28
Studying possibility in a clustering algorithm for RBFNN design for function approximation
2007 · A. Guillén, H. Pomares, et al. · Neural Computing and Applications · 26
Estimation of COVID-19 dynamics in the different states of the United States using Time-Series Clustering
2020 · Fernando Rojas, Olga Valenzuela, et al. · medRxiv · 22
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Multiclass classification for skin cancer profiling based on the integration of heterogeneous gene expression series
2018 · Juan Manuel Gálvez, Daniel Castillo, et al. · PLoS ONE · 21
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Using near-infrared spectroscopy in the classification of white and iberian pork with neural networks
2010 · Alberto Guillén, F. G. del Moral, et al. · Neural Computing and Applications · 19
Improving Clustering Technique for Functional Approximation Problem Using Fuzzy Logic: ICFA Algorithm
2005 · A. Guillén, I. Rojas, et al. · Lecture notes in computer science · 19
Predicting the accuracy of multiple sequence alignment algorithms by using computational intelligent techniques
2012 · Francisco M. Ortuño, Olga Valenzuela, et al. · Nucleic Acids Research · 18
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Works count: 146
Citation count: 1,845
H-index: 21
I10-index: 38
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