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Noelia Sánchez-Maroño
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2020 – today
- 2024
- [j22]Wander Jager, Bertha Guijarro-Berdiñas, Loes Bouman, Patrycja Antosz, Amparo Alonso-Betanzos, Douglas Salt, J. Gareth Polhill, Alejandro Rodríguez-Arias
, Noelia Sánchez-Maroño:
Simulating the Role of Norms in Processes of Social Innovation: Three Case Studies. J. Artif. Soc. Soc. Simul. 27(1) (2024) - [c44]Beatriz Pérez-Sánchez
, Noelia Sánchez-Maroño
, Miguel A. Díaz-Freire
:
Analysis of voice recordings features for Classification of Parkinson's Disease. SAC 2024: 531-532 - 2023
- [i1]Alejandro Rodríguez-Arias, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño:
Agent-Based Model: Simulating a Virus Expansion Based on the Acceptance of Containment Measures. CoRR abs/2307.15723 (2023) - 2022
- [c43]Noelia Sánchez-Maroño, Alejandro Rodríguez-Arias
, Adina Dumitru, Isabel Lema-Blanco
, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
How Agent-based modeling can help to foster sustainability projects. KES 2022: 2546-2555 - 2021
- [c42]Oscar Fontenla-Romero, Francisco Bellas
, Noelia Sánchez-Maroño, José Antonio Becerra:
Learning by Doing in Higher Education: An Experience to Increase Self-learning and Motivation in First Courses. CISIS-ICEUTE 2021: 336-345 - [c41]Amparo Alonso-Betanzos
, Bertha Guijarro-Berdiñas
, Alejandro Rodríguez-Arias
, Noelia Sánchez-Maroño
:
Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data. IWANN (2) 2021: 128-140 - 2020
- [c40]Alejandro Rodríguez-Arias
, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
:
A FIPA-ACL based communication utility for Unity. WETICE 2020: 9-13
2010 – 2019
- 2019
- [j21]Verónica Bolón-Canedo
, Konstantinos Sechidis, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
, Gavin Brown
:
Insights into distributed feature ranking. Inf. Sci. 496: 378-398 (2019) - 2018
- [j20]Verónica Bolón-Canedo
, Diego Fernández-Francos, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
:
On the scalability of feature selection methods on high-dimensional data. Knowl. Inf. Syst. 56(2): 395-442 (2018) - [c39]Noelia Sánchez-Maroño, Beatriz Pérez-Sánchez:
Feature selection for label ranking. ESANN 2018 - 2017
- [c38]Daniel Urda
, Rafael Marcos Luque Baena
, Leonardo Franco, José M. Jerez
, Noelia Sánchez-Maroño
:
Machine learning models to search relevant genetic signatures in clinical context. IJCNN 2017: 1649-1656 - [c37]Verónica Bolón-Canedo, Konstantinos Sechidis, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos, Gavin Brown:
Exploring the consequences of distributed feature selection in DNA microarray data. IJCNN 2017: 1665-1672 - 2016
- [j19]María Luisa Sánchez Brea
, Noelia Barreira-Rodríguez
, Noelia Sánchez-Maroño
, Antonio Mosquera González
, Carlos García-Resúa
, María Jesús Giráldez Fernández:
On the development of conjunctival hyperemia computer-assisted diagnosis tools: Influence of feature selection and class imbalance in automatic gradings. Artif. Intell. Medicine 71: 30-42 (2016) - [j18]Verónica Bolón-Canedo, Diego Fernández-Francos, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
:
A unified pipeline for online feature selection and classification. Expert Syst. Appl. 55: 532-545 (2016) - [j17]Elena Hernández-Pereira
, Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Diego Álvarez-Estévez
, Vicente Moret-Bonillo
, Amparo Alonso-Betanzos:
A comparison of performance of K-complex classification methods using feature selection. Inf. Sci. 328: 1-14 (2016) - [j16]Verónica Bolón-Canedo
, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos:
Feature selection for high-dimensional data. Prog. Artif. Intell. 5(2): 65-75 (2016) - [c36]María Luisa Sánchez Brea, Noelia Barreira-Rodríguez, Noelia Sánchez-Maroño, Antonio Mosquera González, Carlos García-Resúa, Eva Yebra-Pimentel:
On the analysis of feature selection techniques in a conjunctival hyperemia grading framework. ESANN 2016 - [c35]Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
:
Two-Class with Oversampling Versus One-Class Classification for Microarray Datasets. ICANN (2) 2016: 398-405 - [c34]Luisa Sánchez Brea
, Noelia Barreira
, Noelia Sánchez-Maroño
, Antonio Mosquera González
, Hugo Pena-Verdeal
, Eva Yebra-Pimentel
:
On the analysis of local and global features for hyperemia grading. ICMV 2016: 103411T - 2015
- [b1]Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
Feature Selection for High-Dimensional Data. Artificial Intelligence: Foundations, Theory, and Algorithms, Springer 2015, ISBN 978-3-319-21857-1, pp. 1-132 - [j15]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
Distributed feature selection: An application to microarray data classification. Appl. Soft Comput. 30: 136-150 (2015) - [j14]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
Recent advances and emerging challenges of feature selection in the context of big data. Knowl. Based Syst. 86: 33-45 (2015) - [j13]Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
, Oscar Fontenla-Romero, C. Brinquis-Núñez, J. Gareth Polhill
, Tony Craig
, Adina Dumitru
, R. García-Mira:
An Agent-Based Model for Simulating Environmental Behavior in an Educational Organization. Neural Process. Lett. 42(1): 89-118 (2015) - [j12]Verónica Bolón-Canedo, Beatriz Remeseiro
, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos:
Real-Time Tear Film Classification Through Cost-Based Feature Selection. Trans. Comput. Collect. Intell. 20: 78-98 (2015) - [c33]Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
:
One-Class Classification for Microarray Datasets with Feature Selection. EANN 2015: 325-334 - [c32]Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Noelia Sánchez-Maroño
:
Selecting target concept in one-class classification for handling class imbalance problem. IJCNN 2015: 1-8 - [c31]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
A Distributed Feature Selection Approach Based on a Complexity Measure. IWANN (2) 2015: 15-28 - [c30]Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, J. Gareth Polhill
, Tony Craig:
Designing Decision Trees for Representing Sustainable Behaviours in Agents. PAAMS (Special Sessions) 2015: 169-176 - 2014
- [j11]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
Data classification using an ensemble of filters. Neurocomputing 135: 13-20 (2014) - [j10]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
, José Manuel Benítez
, Francisco Herrera:
A review of microarray datasets and applied feature selection methods. Inf. Sci. 282: 111-135 (2014) - [j9]Verónica Bolón-Canedo, Iago Porto-Díaz, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
A framework for cost-based feature selection. Pattern Recognit. 47(7): 2481-2489 (2014) - [j8]Beatriz Remeseiro
, Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos
, Bertha Guijarro-Berdiñas, Antonio Mosquera González
, Manuel G. Penedo
, Noelia Sánchez-Maroño
:
A Methodology for Improving Tear Film Lipid Layer Classification. IEEE J. Biomed. Health Informatics 18(4): 1485-1493 (2014) - [c29]Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
, Oscar Fontenla-Romero, C. Brinquis-Núñez, J. Gareth Polhill
, Tony Craig:
Influence of internal values and social networks for achieving sustainable organizations. ECAI 2014: 1179-1184 - [c28]Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Joana Cerviño-Rabuñal:
Toward parallel feature selection from vertically partitioned data. ESANN 2014 - [c27]Verónica Bolón-Canedo, Beatriz Remeseiro
, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos:
mC-ReliefF - An Extension of ReliefF for Cost-based Feature Selection. ICAART (1) 2014: 42-51 - [c26]Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
:
Learning on Vertically Partitioned Data based on Chi-square Feature Selection and Naive Bayes Classification. ICAART (1) 2014: 350-357 - 2013
- [j7]Diego Peteiro-Barral, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
:
Toward the scalability of neural networks through feature selection. Expert Syst. Appl. 40(8): 2807-2816 (2013) - [j6]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
A review of feature selection methods on synthetic data. Knowl. Inf. Syst. 34(3): 483-519 (2013) - [c25]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Joana Cerviño-Rabuñal:
Scaling Up Feature Selection: A Distributed Filter Approach. CAEPIA 2013: 121-130 - [c24]Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
A distributed wrapper approach for feature selection. ESANN 2013 - [c23]Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
, Oscar Fontenla-Romero, Miguel Rodríguez-García, Gary Polhill
, Tony Craig:
A Decision-Making Model for Environmental Behavior in Agent-Based Modeling. IWANN (1) 2013: 152-160 - 2012
- [j5]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
An ensemble of filters and classifiers for microarray data classification. Pattern Recognit. 45(1): 531-539 (2012) - [c22]Verónica Bolón-Canedo, Diego Peteiro-Barral, Beatriz Remeseiro
, Amparo Alonso-Betanzos
, Bertha Guijarro-Berdiñas, Antonio Mosquera González
, Manuel G. Penedo
, Noelia Sánchez-Maroño
:
Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test. ICTAI 2012: 359-366 - [c21]Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
, Oscar Fontenla-Romero, Verónica Bolón-Canedo, Nicholas Mark Gotts, J. Gareth Polhill
, Tony Craig, R. García-Mira:
An Agent-Based Prototype for Enhancing Sustainability Behavior at an Academic Environment. PAAMS (Special Sessions) 2012: 257-264 - 2011
- [j4]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset. Expert Syst. Appl. 38(5): 5947-5957 (2011) - [j3]Diego Álvarez-Estévez
, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
, Vicente Moret-Bonillo
:
Reducing dimensionality in a database of sleep EEG arousals. Expert Syst. Appl. 38(6): 7746-7754 (2011) - [j2]Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
Combining functional networks and sensitivity analysis as wrapper method for feature selection. Expert Syst. Appl. 38(10): 12930-12938 (2011) - [c20]Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos
, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño
:
Scalability Analysis of ANN Training Algorithms with Feature Selection. CAEPIA 2011: 84-93 - [c19]Verónica Bolón-Canedo, Sohan Seth, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, José C. Príncipe:
Statistical dependence measure for feature selection in microarray datasets. ESANN 2011 - [c18]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
On the behavior of feature selection methods dealing with noise and relevance over synthetic scenarios. IJCNN 2011: 1530-1537 - [c17]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
Toward an ensemble of filters for classification. ISDA 2011: 331-336 - 2010
- [c16]Bertha Guijarro-Berdiñas, Santiago Fernández-Lorenzo, Noelia Sánchez-Maroño
, Oscar Fontenla-Romero:
A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection. ICANN (1) 2010: 415-421 - [c15]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
On the effectiveness of discretization on gene selection of microarray data. IJCNN 2010: 1-8 - [c14]Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
, Pablo Garcia-Gonzalez, Verónica Bolón-Canedo:
Multiclass classifiers vs multiple binary classifiers using filters for feature selection. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [c13]Verónica Bolón-Canedo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
:
A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset. IJCNN 2009: 359-366 - [c12]Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
, Rosa M. Calvo-Estévez:
A Wrapper Method for Feature Selection in Multiple Classes Datasets. IWANN (1) 2009: 456-463 - [r1]Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
Feature Selection. Encyclopedia of Artificial Intelligence 2009: 632-638 - 2007
- [j1]Enrique F. Castillo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos
, Carmen Castillo
:
Functional Network Topology Learning and Sensitivity Analysis Based on ANOVA Decomposition. Neural Comput. 19(1): 231-257 (2007) - [c11]Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos:
Feature Selection Based on Sensitivity Analysis. CAEPIA 2007: 239-248 - [c10]Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, Félix M. Carballal-Fortes, Juan A. Suárez-Romero, Beatriz Pérez-Sánchez:
Classification of computer intrusions using functional networks. A comparative study. ESANN 2007: 579-584 - [c9]Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez:
An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition. ICANN (2) 2007: 240-249 - [c8]Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos, María Tombilla-Sanromán:
Filter Methods for Feature Selection - A Comparative Study. IDEAL 2007: 178-187 - 2006
- [c7]Noelia Sánchez-Maroño
, María Caamaño-Fernández, Enrique F. Castillo, Amparo Alonso-Betanzos:
Functional Networks and Analysis of Variance for Feature Selection. IDEAL 2006: 1031-1038 - 2005
- [c6]Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique F. Castillo:
a new wrapper method for feature subset selection. ESANN 2005: 515-520 - [c5]Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos:
Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction. ICANN (2) 2005: 949-954 - 2004
- [c4]Amparo Alonso-Betanzos, Enrique F. Castillo, Oscar Fontenla-Romero, Noelia Sánchez-Maroño:
Shear strength prediction using dimensional analysis and functional networks. ESANN 2004: 251-256 - 2003
- [c3]Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas:
Self-organizing maps and functional networks for local dynamic modeling. ESANN 2003: 39-44 - [c2]Enrique F. Castillo, Noelia Sánchez-Maroño
, Amparo Alonso-Betanzos, Carmen Castillo:
Recovering Missing Data with Functional and Bayesian Networks. IWANN (2) 2003: 489-496 - 2001
- [c1]Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos
, Oscar Fontenla-Romero, Olga Garcia-Dans, Noelia Sánchez-Maroño
:
An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns. IWANN (2) 2001: 393-400
Coauthor Index
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last updated on 2024-08-05 20:22 CEST by the dblp team
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