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- affiliation: University of A Coruña, Spain
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2020 – today
- 2024
[j89]Jorge Paz-Ruza
, Alex Alves Freitas, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas:
Positive-Unlabelled learning for identifying new candidate Dietary Restriction-related genes among ageing-related genes. Comput. Biol. Medicine 180: 108999 (2024)- [j88]José Luis Morillo-Salas, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
The imbalance problem: A comparison of sampling approaches using different parameters and feature selection methods in the context of classification. Expert Syst. J. Knowl. Eng. 41(8) (2024) - [j87]Verónica Bolón-Canedo, Laura Morán-Fernández, Brais Cancela, Amparo Alonso-Betanzos:
A review of green artificial intelligence: Towards a more sustainable future. Neurocomputing 599: 128096 (2024) - [j86]Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco:
Sustainable transparency on recommender systems: Bayesian ranking of images for explainability. Inf. Fusion 111: 102497 (2024) - [j85]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) - [e3]Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Verónica Bolón-Canedo, Elena Hernández-Pereira, Oscar Fontenla-Romero, David Camacho, Juan Ramón Rabuñal, Manuel Ojeda-Aciego, Jesús Medina, José C. Riquelme, Alicia Troncoso:
Advances in Artificial Intelligence - 20th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2024, A Coruña, Spain, June 19-21, 2024, Proceedings. Lecture Notes in Computer Science 14640, Springer 2024, ISBN 978-3-031-62798-9 [contents] - [i14]Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco:
Beyond RMSE and MAE: Introducing EAUC to unmask hidden bias and unfairness in dyadic regression models. CoRR abs/2401.10690 (2024) - [i13]Jorge Paz-Ruza, Alex Alves Freitas, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas:
Positive-Unlabelled Learning for Identifying New Candidate Dietary Restriction-related Genes among Ageing-related Genes. CoRR abs/2406.09898 (2024) - [i12]Álvaro Fernández-Campa-González, Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas:
Positive-Unlabelled Learning for Improving Image-based Recommender System Explainability. CoRR abs/2407.06740 (2024) - 2023
- [j84]Jorge Meira, Bruno Veloso, Verónica Bolón-Canedo, Goreti Marreiros, Amparo Alonso-Betanzos, João Gama:
Data-driven predictive maintenance framework for railway systems. Intell. Data Anal. 27(4): 1087-1102 (2023) - [j83]Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
E2E-FS: An End-to-End Feature Selection Method for Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8311-8323 (2023) - [c91]Verónica Bolón-Canedo, Laura Morán-Fernández, Brais Cancela, Amparo Alonso-Betanzos:
Green Machine Learning. ESANN 2023 - [c90]Afonso Lourenço, Carolina Ferraz, Jorge Meira, Goreti Marreiros, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Automated green machine learning for condition-based maintenance. ESANN 2023 - [i11]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) - [i10]Jorge Paz-Ruza, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Brais Cancela, Carlos Eiras-Franco:
Sustainable Transparency in Recommender Systems: Bayesian Ranking of Images for Explainability. CoRR abs/2308.01196 (2023) - 2022
- [j82]Elena Hernández-Pereira, Oscar Fontenla-Romero, Verónica Bolón-Canedo, Brais Cancela-Barizo, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
Machine learning techniques to predict different levels of hospital care of CoVid-19. Appl. Intell. 52(6): 6413-6431 (2022) - [j81]Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
How important is data quality? Best classifiers vs best features. Neurocomputing 470: 365-375 (2022) - [j80]Jorge Meira, Carlos Eiras-Franco, Verónica Bolón-Canedo, Goreti Marreiros, Amparo Alonso-Betanzos:
Fast anomaly detection with locality-sensitive hashing and hyperparameter autotuning. Inf. Sci. 607: 1245-1264 (2022) - [j79]Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Low-precision feature selection on microarray data: an information theoretic approach. Medical Biol. Eng. Comput. 60(5): 1333-1345 (2022) - [c89]Javier Fumanal-Idocin, Oscar Cordón, Maria Minárová, Amparo Alonso-Betanzos, Humberto Bustince:
Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks. HICSS 2022: 1-8 - [c88]Jorge Paz-Ruza, Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
Sustainable Personalisation and Explainability in Dyadic Data Systems. KES 2022: 1017-1026 - [c87]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 - [p1]Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Laura Morán-Fernández, Brais Cancela:
Feature Selection: From the Past to the Future. Advances in Selected Artificial Intelligence Areas 2022: 11-34 - [d2]Iñigo López-Riobóo Botana, Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Bertha Guijarro-Berdiñas:
A TripAdvisor Dataset for Dyadic Context Analysis. Zenodo, 2022
- [i9]Iñigo López-Riobóo Botana, Verónica Bolón-Canedo, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
Explain and Conquer: Personalised Text-based Reviews to Achieve Transparency. CoRR abs/2205.01759 (2022) - [i8]Javier Fumanal-Idocin, Oscar Cordón, Maria Minárová, Amparo Alonso-Betanzos, Humberto Bustince:
Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks. CoRR abs/2208.12874 (2022) - [i7]Iñigo López-Riobóo Botana, Carlos Eiras-Franco, Julio Hernandez-Castro, Amparo Alonso-Betanzos:
Explanation Method for Anomaly Detection on Mixed Numerical and Categorical Spaces. CoRR abs/2209.04173 (2022) - 2021
- [j78]Amparo Alonso-Betanzos, Pedro Cabalar, Graçaliz Pereira Dimuro, Marcos García, José Hernández-Orallo, Raquel Hervás, Angeles Manjarés, Fernando Martínez-Plumed, Inmaculada Mora-Jiménez, Miquel Sànchez-Marrè:
Editor's Note. Int. J. Interact. Multim. Artif. Intell. 6(5): 4-7 (2021) - [j77]Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde:
Scalable feature selection using ReliefF aided by locality-sensitive hashing. Int. J. Intell. Syst. 36(11): 6161-6179 (2021) - [j76]José Luis Morillo-Salas, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Dealing with heterogeneity in the context of distributed feature selection for classification. Knowl. Inf. Syst. 63(1): 233-276 (2021) - [j75]Brais Cancela, Amparo Alonso-Betanzos:
Wavefront Marching Methods: A Unified Algorithm to Solve Eikonal and Static Hamilton-Jacobi Equations. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 4177-4188 (2021) - [c86]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 - [d1]Wander Jager, Amparo Alonso-Betanzos, Patrycja Antosz, Loes Bouman, Bertha Guijarro-Berdiñas, David Hales, Gary Polhill, Alejandro Rodríguez-Arias, Doug Salt, Noelia Sánchez-Maroño, Andrea Scalco:
Models of the five SMARTEES case study clusters. Zenodo, 2021 - 2020
- [j74]Javier Fumanal-Idocin, Amparo Alonso-Betanzos, Oscar Cordón, Humberto Bustince, Maria Minárová:
Community detection and social network analysis based on the Italian wars of the 15th century. Future Gener. Comput. Syst. 113: 25-40 (2020) - [j73]Jorge Meira, Rui Andrade, Isabel Praça, João Carneiro, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Goreti Marreiros:
Performance evaluation of unsupervised techniques in cyber-attack anomaly detection. J. Ambient Intell. Humaniz. Comput. 11(11): 4477-4489 (2020) - [j72]Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, João Gama:
A scalable saliency-based feature selection method with instance-level information. Knowl. Based Syst. 192: 105326 (2020) - [j71]Laura Morán-Fernández, Konstantinos Sechidis, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Gavin Brown:
Feature selection with limited bit depth mutual information for portable embedded systems. Knowl. Based Syst. 197: 105885 (2020) - [j70]Carlos Eiras-Franco, David Martínez-Rego, Leslie Kanthan, César Piñeiro, Antonio Bahamonde, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing. ACM Trans. Intell. Syst. Technol. 11(6): 71:1-71:18 (2020) - [j69]Diego Fernández-Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
One-Class Convex Hull-Based Algorithm for Classification in Distributed Environments. IEEE Trans. Syst. Man Cybern. Syst. 50(2): 386-396 (2020) - [c85]Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Do we need hundreds of classifiers or a good feature selection? ESANN 2020: 399-404 - [c84]Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
A delayed Elastic-Net approach for performing adversarial attacks. ICPR 2020: 378-384 - [c83]Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Can data placement be effective for Neural Networks classification tasks? Introducing the Orthogonal Loss. ICPR 2020: 392-399 - [c82]Laura Morán-Fernández, Eva Blanco-Mallo, Konstantinos Sechidis, Amparo Alonso-Betanzos, Verónica Bolón-Canedo:
When Size Matters: Markov Blanket with Limited Bit Depth Conditional Mutual Information. IoT Streams/ITEM@PKDD/ECML 2020: 243-255 - [i6]Eva Blanco-Mallo, Beatriz Remeseiro, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
On the effectiveness of convolutional autoencoders on image-based personalized recommender systems. CoRR abs/2003.06205 (2020) - [i5]Javier Fumanal-Idocin, Amparo Alonso-Betanzos, Oscar Cordón, Humberto Bustince, Maria Minárová:
Community detection and Social Network analysis based on the Italian wars of the 15th century. CoRR abs/2007.02641 (2020) - [i4]Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
E2E-FS: An End-to-End Feature Selection Method for Neural Networks. CoRR abs/2012.07671 (2020)
2010 – 2019
- 2019
- [j68]Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde:
A scalable decision-tree-based method to explain interactions in dyadic data. Decis. Support Syst. 127 (2019) - [j67]Borja Seijo-Pardo, Amparo Alonso-Betanzos, Kristin P. Bennett, Verónica Bolón-Canedo, Julie Josse, Mehreen Saeed, Isabelle Guyon:
Biases in feature selection with missing data. Neurocomputing 342: 97-112 (2019) - [j66]Borja Seijo-Pardo, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
On developing an automatic threshold applied to feature selection ensembles. Inf. Fusion 45: 227-245 (2019) - [j65]Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Ensembles for feature selection: A review and future trends. Inf. Fusion 52: 1-12 (2019) - [j64]Carlos Eiras-Franco, David Martínez-Rego, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde:
Large scale anomaly detection in mixed numerical and categorical input spaces. Inf. Sci. 487: 115-127 (2019) - [j63]Raul-Jose Palma-Mendoza, Luis de-Marcos, Daniel Rodríguez, Amparo Alonso-Betanzos:
Distributed correlation-based feature selection in spark. Inf. Sci. 496: 287-299 (2019) - [j62]Verónica Bolón-Canedo, Konstantinos Sechidis, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Gavin Brown:
Insights into distributed feature ranking. Inf. Sci. 496: 378-398 (2019) - [j61]Pablo Montero-Manso, Laura Morán-Fernández, Verónica Bolón-Canedo, José Antonio Vilar, Amparo Alonso-Betanzos:
Distributed classification based on distances between probability distributions in feature space. Inf. Sci. 496: 431-450 (2019) - [j60]Jorge Díez, David Martínez-Rego, Amparo Alonso-Betanzos, Oscar Luaces, Antonio Bahamonde:
Optimizing novelty and diversity in recommendations. Prog. Artif. Intell. 8(1): 101-109 (2019) - [i3]Raul-Jose Palma-Mendoza, Luis de-Marcos, Daniel Rodíiguez, Amparo Alonso-Betanzos:
Distributed Correlation-Based Feature Selection in Spark. CoRR abs/1901.11286 (2019) - [i2]Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, João Gama:
A scalable saliency-based Feature selection method with instance level information. CoRR abs/1904.13127 (2019) - 2018
- [b2]Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Recent Advances in Ensembles for Feature Selection. Intelligent Systems Reference Library 147, Springer 2018, ISBN 978-3-319-90079-7, pp. 1-205 - [j59]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) - [j58]Sergio Ramírez-Gallego, Héctor Mouriño-Talín, David Martínez-Rego, Verónica Bolón-Canedo, José Manuel Benítez, Amparo Alonso-Betanzos, Francisco Herrera:
An Information Theory-Based Feature Selection Framework for Big Data Under Apache Spark. IEEE Trans. Syst. Man Cybern. Syst. 48(9): 1441-1453 (2018) - [c81]Borja Seijo-Pardo, Amparo Alonso-Betanzos, Kristin P. Bennett, Verónica Bolón-Canedo, Isabelle Guyon, Julie Josse, Mehreen Saeed:
Analysis of imputation bias for feature selection with missing data. ESANN 2018 - 2017
- [j57]David Mera, Verónica Bolón-Canedo, José Manuel Cotos, Amparo Alonso-Betanzos:
On the use of feature selection to improve the detection of sea oil spills in SAR images. Comput. Geosci. 100: 166-178 (2017) - [j56]Sergio Ramírez-Gallego, Iago Lastra, David Martínez-Rego, Verónica Bolón-Canedo, José Manuel Benítez, Francisco Herrera, Amparo Alonso-Betanzos:
Fast-mRMR: Fast Minimum Redundancy Maximum Relevance Algorithm for High-Dimensional Big Data. Int. J. Intell. Syst. 32(2): 134-152 (2017) - [j55]Laura Moran-Fernandez, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Can classification performance be predicted by complexity measures? A study using microarray data. Knowl. Inf. Syst. 51(3): 1067-1090 (2017) - [j54]Amparo Alonso-Betanzos, José A. Gámez, Francisco Herrera, José Miguel Puerta, José C. Riquelme:
Volume, variety and velocity in Data Science. Knowl. Based Syst. 117: 1-2 (2017) - [j53]Laura Moran-Fernandez, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Centralized vs. distributed feature selection methods based on data complexity measures. Knowl. Based Syst. 117: 27-45 (2017) - [j52]Oscar Luaces, Jorge Díez, Amparo Alonso-Betanzos, Alicia Troncoso, Antonio Bahamonde:
Content-based methods in peer assessment of open-response questions to grade students as authors and as graders. Knowl. Based Syst. 117: 79-87 (2017) - [j51]Borja Seijo-Pardo, Iago Porto-Díaz, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Ensemble feature selection: Homogeneous and heterogeneous approaches. Knowl. Based Syst. 118: 124-139 (2017) - [j50]Borja Seijo-Pardo, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Testing Different Ensemble Configurations for Feature Selection. Neural Process. Lett. 46(3): 857-880 (2017) - [j49]Laura Moran-Fernandez, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
On the use of different base classifiers in multiclass problems. Prog. Artif. Intell. 6(4): 315-323 (2017) - [c80]Verónica Bolón-Canedo, Beatriz Remeseiro, Konstantinos Sechidis, David Martínez-Rego, Amparo Alonso-Betanzos:
Algorithmic challenges in big data analytics. ESANN 2017 - [c79]Carlos Eiras-Franco, Leslie Kanthan, Amparo Alonso-Betanzos, David Martínez-Rego:
Scalable approximate k-NN Graph construction based on Locality Sensitive Hashing. ESANN 2017 - [c78]Diego Fernández-Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Gavin Brown:
Mutual information for improving the efficiency of the SCH algorithm. ESANN 2017 - [c77]Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
A distributed approach for classification using distance metrics. ESANN 2017 - [c76]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 - [c75]Verónica Bolón-Canedo, Jorge Díez, Oscar Luaces, Antonio Bahamonde, Amparo Alonso-Betanzos:
Paving the way for providing teaching feedback in automatic evaluation of open response assignments. IJCNN 2017: 3447-3453 - 2016
- [j48]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) - [j47]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) - [j46]Carlos Eiras-Franco, Verónica Bolón-Canedo, Sabela Ramos, Jorge González-Domínguez, Amparo Alonso-Betanzos, Juan Touriño:
Multithreaded and Spark parallelization of feature selection filters. J. Comput. Sci. 17: 609-619 (2016) - [j45]Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
Feature selection for high-dimensional data. Prog. Artif. Intell. 5(2): 65-75 (2016) - [j44]David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, José C. Príncipe:
Fault detection via recurrence time statistics and one-class classification. Pattern Recognit. Lett. 84: 8-14 (2016) - [j43]Sergio Ramírez-Gallego, Salvador García, Héctor Mouriño-Talín, David Martínez-Rego, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, José Manuel Benítez, Francisco Herrera:
Data discretization: taxonomy and big data challenge. WIREs Data Mining Knowl. Discov. 6(1): 5-21 (2016) - [c74]Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Selection of the Best Base Classifier in One-Versus-One Using Data Complexity Measures. CAEPIA 2016: 110-120 - [c73]Borja Seijo-Pardo, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Using Data Complexity Measures for Thresholding in Feature Selection Rankers. CAEPIA 2016: 121-131 - [c72]Verónica Bolón-Canedo, Beatriz Remeseiro, Amparo Alonso-Betanzos, Aurélio Campilho:
Machine learning for medical applications. ESANN 2016 - [c71]Diego Fernández-Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
One-class classification algorithm based on convex hull. ESANN 2016 - [c70]Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Data complexity measures for analyzing the effect of SMOTE over microarrays. ESANN 2016 - [c69]Borja Seijo-Pardo, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Using a feature selection ensemble on DNA microarray datasets. ESANN 2016 - [i1]Sergio Ramírez-Gallego, Héctor Mouriño-Talín, David Martínez-Rego, Verónica Bolón-Canedo, José Manuel Benítez, Amparo Alonso-Betanzos, Francisco Herrera:
An Information Theoretic Feature Selection Framework for Big Data under Apache Spark. CoRR abs/1610.04154 (2016) - 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 - [j42]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) - [j41]Verónica Bolón-Canedo, Esra Ataer Cansizoglu, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Michael F. Chiang:
Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach. Comput. Methods Programs Biomed. 122(1): 1-15 (2015) - [j40]David Martínez-Rego, Diego Fernández-Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
Stream change detection via passive-aggressive classification and Bernoulli CUSUM. Inf. Sci. 305: 130-145 (2015) - [j39]Oscar Luaces, Jorge Díez, Amparo Alonso-Betanzos, Alicia Troncoso Lora, Antonio Bahamonde:
A factorization approach to evaluate open-response assignments in MOOCs using preference learning on peer assessments. Knowl. Based Syst. 85: 322-328 (2015) - [j38]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) - [j37]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) - [j36]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) - [c68]Laura Moran-Fernandez, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
A Time Efficient Approach for Distributed Feature Selection Partitioning by Features. CAEPIA 2015: 245-254 - [c67]Verónica Bolón-Canedo, Alba Fernández, Amparo Alonso-Betanzos, Marcos Ortega, Manuel G. Penedo:
On the use of machine learning techniques for the analysis of spontaneous reactions in automated hearing assessment. ESANN 2015 - [c66]Beatriz Remeseiro, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Manuel G. Penedo:
Learning features on tear film lipid layer classification. ESANN 2015 - [c65]Oscar Luaces, Jorge Díez, Amparo Alonso-Betanzos, Alicia Troncoso, Antonio Bahamonde:
Including Content-Based Methods in Peer-Assessment of Open-Response Questions. ICDM Workshops 2015: 273-279 - [c64]Verónica Bolón-Canedo, Laura Moran-Fernandez, Amparo Alonso-Betanzos:
An insight on complexity measures and classification in microarray data. IJCNN 2015: 1-8 - [c63]Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
A Distributed Feature Selection Approach Based on a Complexity Measure. IWANN (2) 2015: 15-28 - [c62]Borja Seijo-Pardo, Verónica Bolón-Canedo, Iago Porto-Díaz, Amparo Alonso-Betanzos:
Ensemble Feature Selection for Rankings of Features. IWANN (2) 2015: 29-42 - [c61]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 - [e2]Javier Bajo Pérez, Josefa Z. Hernández, Philippe Mathieu, Andrew T. Campbell, Antonio Fernández-Caballero, María N. Moreno, Vicente Julián, Amparo Alonso-Betanzos, María Dolores Jiménez-López, Vicente J. Botti:
Trends in Practical Applications of Agents, Multi-Agent Systems and Sustainability - The PAAMS Collection, 13th International Conference, PAAMS 2015, Salamanca, Spain, June 3-4, 2015, Special Sessions. Advances in Intelligent Systems and Computing 372, Springer 2015, ISBN 978-3-319-19628-2 [contents] - 2014
- [j35]Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
Data classification using an ensemble of filters. Neurocomputing 135: 13-20 (2014) - [j34]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) - [j33]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) - [j32]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) - [c60]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 - [c59]Iago Porto-Díaz, David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
Modeling consumption of contents and advertising in online newspapers. ESANN 2014 - [c58]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 - [c57]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 - [c56]Diego Rego-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos:
Scalability Analysis of mRMR for Microarray Data. ICAART (1) 2014: 380-386 - 2013
- [j31]Diego Fernández-Francos, David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
Automatic bearing fault diagnosis based on one-class ν-SVM. Comput. Ind. Eng. 64(1): 357-365 (2013) - [j30]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) - [j29]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) - [j28]David Martínez-Rego, Enrique F. Castillo, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
A Minimum Volume Covering Approach with a Set of Ellipsoids. IEEE Trans. Pattern Anal. Mach. Intell. 35(12): 2997-3009 (2013) - [c55]David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
Exact Incremental Learning for a Single Non-linear Neuron Based on Taylor Expansion and Greville Formula. CAEPIA 2013: 149-158 - [c54]Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
A distributed wrapper approach for feature selection. ESANN 2013 - [c53]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 - [e1]Concha Bielza, Antonio Salmerón, Amparo Alonso-Betanzos, José Ignacio Hidalgo, Luis Martínez-López, Alicia Troncoso Lora, Emilio Corchado, Juan M. Corchado:
Advances in Artificial Intelligence - 15th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2013, Madrid, Spain, September 17-20, 2013. Proceedings. Lecture Notes in Computer Science 8109, Springer 2013, ISBN 978-3-642-40642-3 [contents] - 2012
- [j27]Iago Porto-Díaz, David Martínez-Rego, Amparo Alonso-Betanzos, Oscar Fontenla-Romero:
Information Theoretic Learning and local modeling for binary and multiclass classification. Prog. Artif. Intell. 1(4): 315-328 (2012) - [j26]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) - [j25]David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
Nonlinear single layer neural network training algorithm for incremental, nonstationary and distributed learning scenarios. Pattern Recognit. 45(12): 4536-4546 (2012) - [c52]David Martínez-Rego, Evan Kriminger, José C. Príncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
One-class classifier based on extreme value statistics. ESANN 2012 - [c51]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 - [c50]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
- [j24]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) - [j23]David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
Efficiency of local models ensembles for time series prediction. Expert Syst. Appl. 38(6): 6884-6894 (2011) - [j22]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) - [j21]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) - [j20]David Martínez-Rego, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
A robust incremental learning method for non-stationary environments. Neurocomputing 74(11): 1800-1808 (2011) - [j19]Iago Porto-Díaz, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Oscar Fontenla-Romero:
A study of performance on microarray data sets for a classifier based on information theoretic learning. Neural Networks 24(8): 888-896 (2011) - [c49]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 - [c48]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 - [c47]David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
Power wind mill fault detection via one-class ν-SVM vibration signal analysis. IJCNN 2011: 511-518 - [c46]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 - [c45]Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
Toward an ensemble of filters for classification. ISDA 2011: 331-336 - 2010
- [j18]Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos:
A new convex objective function for the supervised learning of single-layer neural networks. Pattern Recognit. 43(5): 1984-1992 (2010) - [c44]Iago Porto-Díaz, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Oscar Fontenla-Romero:
Local Modeling Classifier for Microarray Gene-Expression Data. ICANN (3) 2010: 11-20 - [c43]David Martínez-Rego, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos:
Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks. ICANN (1) 2010: 60-66 - [c42]Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
On the effectiveness of discretization on gene selection of microarray data. IJCNN 2010: 1-8 - [c41]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 - [c40]Iago Porto-Díaz, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
A Log Analyzer Agent for Intrusion Detection in a Multi-Agent System. KES (1) 2010: 168-177
2000 – 2009
- 2009
- [j17]Elena Hernández-Pereira, Juan A. Suárez-Romero, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
Conversion methods for symbolic features: A comparison applied to an intrusion detection problem. Expert Syst. Appl. 36(7): 10612-10617 (2009) - [j16]Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, David Alonso-Ríos, Jesús Lago Piñeiro:
A Snort-based agent for a JADE multi-agent intrusion detection system. Int. J. Intell. Inf. Database Syst. 3(1): 107-121 (2009) - [c39]Iago Porto-Díaz, David Martínez-Rego, Amparo Alonso-Betanzos, Oscar Fontenla-Romero:
Combining Feature Selection and Local Modelling in the KDD Cup 99 Dataset. ICANN (1) 2009: 824-833 - [c38]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 - [c37]David Martínez-Rego, Oscar Fontenla-Romero, Iago Porto-Díaz, Amparo Alonso-Betanzos:
A new supervised local modelling classifier based on information theory. IJCNN 2009: 2014-2020 - [c36]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 - [c35]Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Silvia López-López, Santiago Fernández-Lorenzo, David Alonso-Ríos:
A JADE-Based Framework for Developing Evolutionary Multi-Agent Systems. PAAMS 2009: 339-348 - [r1]Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
Feature Selection. Encyclopedia of Artificial Intelligence 2009: 632-638 - 2008
- [c34]Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos:
A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis. ESANN 2008: 289-294 - [c33]David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
A Method for Time Series Prediction using a Combination of Linear Models. ESANN 2008: 295-300 - 2007
- [j15]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) - [c32]Noelia Sánchez-Maroño, Amparo Alonso-Betanzos:
Feature Selection Based on Sensitivity Analysis. CAEPIA 2007: 239-248 - [c31]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 - [c30]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 - [c29]Yuridia Gago-Pallares, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
A Comparative Study of Local Classifiers Based on Clustering Techniques and One-Layer Neural Networks. IDEAL 2007: 168-177 - [c28]Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromán:
Filter Methods for Feature Selection - A Comparative Study. IDEAL 2007: 178-187 - [c27]Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos, Belén Baldonedo del Río, Jesús Lago Piñeiro:
A Misuse Detection Agent for Intrusion Detection in a Multi-agent Architecture. KES-AMSTA 2007: 466-475 - 2006
- [j14]Enrique F. Castillo, Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis. J. Mach. Learn. Res. 7: 1159-1182 (2006) - [c26]Juan A. Suárez-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas:
An Add-On for Managing Behaviours with Priority in JADE. IAT 2006: 713-716 - [c25]Sabela Platero-Santos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
A Fast Classification Algorithm Based on Local Models. IDEAL 2006: 249-256 - [c24]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
- [j13]Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Vicente Moret-Bonillo:
A new method for sleep apnea classification using wavelets and feedforward neural networks. Artif. Intell. Medicine 34(1): 65-76 (2005) - [j12]Deniz Erdogmus, Oscar Fontenla-Romero, José C. Príncipe, Amparo Alonso-Betanzos, Enrique F. Castillo:
Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response. IEEE Trans. Neural Networks 16(2): 325-337 (2005) - [c23]Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique F. Castillo:
a new wrapper method for feature subset selection. ESANN 2005: 515-520 - [c22]Juan A. Suárez-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Cristina Durán-Sanlés:
A tool for agent communication in Mozart/Oz. IAT 2005: 706-710 - [c21]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
- [j11]Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas:
A measure of fault tolerance for functional networks. Neurocomputing 62: 327-347 (2004) - [c20]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
- [j10]Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Maria Inmaculada Paz-Andrade, Eulogio Jimenez, Jose Luis Legido, Tarsy Carballas:
An intelligent system for forest fire risk prediction and fire fighting management in Galicia. Expert Syst. Appl. 25(4): 545-554 (2003) - [c19]Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Ana del Rocío Fraga-Iglesias, Vicente Moret-Bonillo:
A Bayesian Neural Network Approach for Sleep Apnea Classification. AIME 2003: 284-293 - [c18]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 - [c17]Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique F. Castillo:
Accelerating the convergence speed of neural networks learning methods using least squares. ESANN 2003: 255-260 - [c16]Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
Recursive Least Squares for an Entropy Regularized MSE Cost Function. ESANN 2003: 451-456 - [c15]Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique F. Castillo:
Linear Least-Squares Based Methods for Neural Networks Learning. ICANN 2003: 84-91 - [c14]Juan A. Suárez-Romero, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function. IWANN (1) 2003: 270-277 - [c13]Enrique F. Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo:
Recovering Missing Data with Functional and Bayesian Networks. IWANN (2) 2003: 489-496 - 2002
- [j9]Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla-Romero:
Intelligent analysis and pattern recognition in cardiotocographic signals using a tightly coupled hybrid system. Artif. Intell. 136(1): 1-27 (2002) - [j8]Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
Empirical evaluation of a hybrid intelligent monitoring system using different measures of effectiveness. Artif. Intell. Medicine 24(1): 71-96 (2002) - [j7]Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
A Global Optimum Approach for One-Layer Neural Networks. Neural Comput. 14(6): 1429-1449 (2002) - [c12]Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
Symbolic, Neural and Neuro-fuzzy Approaches to Pattern Recognition in Cardiotocograms. Advances in Computational Intelligence and Learning 2002: 489-500 - [c11]Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Juan Canda, Eulogio Jimenez, Jose Luis Legido, Susana Muñiz, Cristina Paz-Andrade, Maria Inmaculada Paz-Andrade:
A Neural Network Approach for Forestal Fire Risk Estimation. ECAI 2002: 643-647 - [c10]Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique F. Castillo, José Carlos Príncipe, Bertha Guijarro-Berdiñas:
Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. ICANN 2002: 945-950 - 2001
- [j6]Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas:
Adaptive pattern recognition in the analysis of cardiotocographic records. IEEE Trans. Neural Networks 12(5): 1188-1195 (2001) - [c9]Enrique F. Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
A Measure of Noise Immunity for Functional Networks. IWANN (1) 2001: 293-300 - [c8]Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos:
A Functional-Neural Network for Post-Nonlinear Independent Component Analysis. IWANN (1) 2001: 301-307 - [c7]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 - 2000
- [j5]Amparo Alonso-Betanzos, Bernardino Arcay Varela, Alfonso Castro Martínez:
Analysis and evaluation of hard and fuzzy clustering segmentation techniques in burned patient images. Image Vis. Comput. 18(13): 1045-1054 (2000)
1990 – 1999
- 1999
- [j4]Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Vicente Moret-Bonillo, Belén Baldonedo del Río:
Applying statistical, uncertainty-based and connectionist approaches to the prediction of fetal outcome: a comparative study. Artif. Intell. Medicine 17(1): 37-57 (1999) - [c6]Bernardino Arcay Varela, Amparo Alonso-Betanzos, Alfonso Castro Martínez, Concepsión Seijo García, Jesús Suarez Bustillo:
Prepossessing of Radiological Images: Comparison of the Application of Polynomic Algorithms and Artificial Neural Networks to the Elimination of Variations in Background Luminosity. IWANN (2) 1999: 452-459 - 1998
- [c5]Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Olga Fernández-Chaves, José Carlos Príncipe:
Detection of Fetal Heart Rate Accelerations and Decelerations Using Artificial Neural Networks. NC 1998: 358-364 - [c4]Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Olga Fernández-Chaves, Miguel Álvarez-Soane, Francisco Ucieda-Pardiñas:
A Neural Network Approach to the Classification of Decelerative Cardiotocographic Patterns in the CAFE Project. NC 1998: 827-833 - 1997
- [j3]Vicente Moret-Bonillo, Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos:
Information analysis and validation of intelligent monitoring systems in intensive care units. IEEE Trans. Inf. Technol. Biomed. 1(2): 87-99 (1997) - [c3]Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Soledad Prados-Méndez, Olga Fernández-Chaves, Miguel Álvarez-Soane, Francisco Ucieda-Pardiñas:
A Hybrid Intelligent System for the Preprocessing of Fetal Heart Rate Signals in Antenatal Testing. IWANN 1997: 628-633 - [c2]Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Belén Baldonedo del Río:
A Comparative Analysis of the Neonatal Prognosis Problem Using Artificial Neural Networks, Statistical Techniques and Certainty Management Techniques. IWANN 1997: 995-1004 - 1995
- [j2]Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Vicente Moret-Bonillo, S. Lopez-Gonzalez:
The NST-EXPERT project: the need to evolve. Artif. Intell. Medicine 7(4): 297-313 (1995) - 1990
- [c1]Vicente Moret-Bonillo, Amparo Alonso-Betanzos, John R. Searle:
Towards the implementation of intelligent structures in intensive care monitoring: the advantages of the symbolic pre-processing. ACM Southeast Regional Conference 1990: 206
1980 – 1989
- 1989
- [j1]Amparo Alonso-Betanzos, Lawrence D. Devoe, Ramón A. Castillo, Vicente Moret-Bonillo, Carlos Hernández-Sande, Nancy S. Searle:
FOETOS in clinical practice: A retrospective analysis of its performance. Artif. Intell. Medicine 1(2): 93-99 (1989)
Coauthor Index
[j88] [j87] [e3] [j84] [j83] [c91] [c90] [j82] [j81] [j80] [j79] [p1] [d2] [i9] [j76] [j73] [j72] [j71] [c85] [c84] [c83] [c82] [i6] [i4] [j67] [j66] [j65] [j62] [j61] [i2] [b2] [j59] [j58] [c81] [j57] [j56] [j55] [j53] [j51] [j50] [j49] [c80] [c77] [c76] [c75] [j48] [j47] [j46] [j45] [j43] [c74] [c73] [c72] [c70] [c69] [i1] [b1] [j42] [j41] [j38] [j36] [c68] [c67] [c66] [c64] [c63] [c62] [j35] [j34] [j33] [j32] [c58] [c57] [c56] [j30] [j29] [c54] [j26] [c51] [c50] [j24] [j19] [c49] [c48] [c46] [c45] [c44] [c42] [c41] [c38]
Brais Cancela
aka: Brais Cancela-Barizo
aka: Brais Cancela-Barizo
[e3] [j82] [j69] [c78] [j44] [c71] [j41] [j40] [j37] [c61] [c60] [c59] [j31] [j28] [c55] [c53] [j27] [j25] [c52] [c50] [j23] [j20] [j19] [c47] [j18] [c44] [c43] [c40] [j17] [c39] [c37] [c34] [c33] [c29] [j14] [c25] [j13] [j12] [c21] [j11] [c20] [j10] [c19] [c18] [c17] [c16] [c15] [c14] [j9] [j7] [c12] [c11] [c10] [j6] [c9] [c8] [c7] [c5]
[j89] [j86] [j85] [e3] [i14] [i13] [i12] [i11] [i10] [j82] [c88] [c87] [d2] [i9] [j77] [c86] [d1] [j70] [j68] [j64] [j59] [j48] [j32] [c57] [j30] [c51] [c49] [j18] [j16] [c35] [c34] [j14] [c26] [j13] [c22] [j11] [j10] [c19] [c18] [c14] [j9] [j8] [j7] [c12] [c11] [c10] [j6] [c9] [c8] [c7] [c5] [c4] [c3] [j2]
Laura Moran-Fernandez
aka: Laura Morán-Fernández
aka: Laura Morán-Fernández
[j85] [i11] [c87] [c86] [d1] [j62] [j59] [c76] [j48] [j47] [j45] [b1] [j42] [j38] [j37] [j36] [c63] [c61] [j35] [j34] [j33] [j32] [c60] [c58] [c57] [j30] [j29] [c54] [c53] [j26] [c51] [c50] [j24] [j22] [j21] [c49] [c48] [c46] [c45] [c42] [c41] [c38] [c36] [r1] [j15] [c32] [c31] [c30] [c28] [c24] [c23] [c21] [c20] [c18] [c13] [c7]
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Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-21 20:29 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
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since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
