Research output per year
Research output per year
Personal profile
Research Interests
Data analytics, Computational Intelligence, Supervised and unsupervised learning, Soft Computing, Rough Sets and their extensions, Data pre-processing, Imbalanced Data, Mixed, and Incomplete Data
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Keywords
- QA75 Electronic computers. Computer science
- QA76 Computer software
SNI Level
- SNI 2
EDI
- EDI 8
Research areas
- Machine Learning
- Artificial Intelligence
- data preprocessing
- Pattern Classification
- pattern recognition
- Soft Computing
- Metaheuristics
- Algorithms
Research and Postgraduate Networks
- REI04-RCOM Red de Computación
- REI08-RIAC Red de Inteligencia Artificial y Ciencia de datos
Fingerprint
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A Novel Bioinspired Algorithm for Mixed and Incomplete Breast Cancer Data Classification
González-Patiño, D., Villuendas-Rey, Y., Saldaña-Pérez, M. & Argüelles-Cruz, A. J., Feb 2023, In: International Journal of Environmental Research and Public Health. 20, 4, 3240.Research output: Contribution to journal › Article › peer-review
Open Access -
Novel Features and Neighborhood Complexity Measures for Multiclass Classification of Hybrid Data
Camacho-Urriolagoitia, F. J., Villuendas-Rey, Y., Yáñez-Márquez, C. & Lytras, M., Feb 2023, In: Sustainability (Switzerland). 15, 3, 1995.Research output: Contribution to journal › Article › peer-review
Open Access -
A Priori Determining the Performance of the Customized Naïve Associative Classifier for Business Data Classification Based on Data Complexity Measures
Tusell-Rey, C. C., Camacho-Nieto, O., Yáñez-Márquez, C., Villuendas-Rey, Y., Tejeida-Padilla, R. & Benguría, C. F. R., Aug 2022, In: Mathematics. 10, 15, 2740.Research output: Contribution to journal › Article › peer-review
Open Access -
Correlation Assessment of the Performance of Associative Classifiers on Credit Datasets Based on Data Complexity Measures
Camacho-Urriolagoitia, F. J., Villuendas-Rey, Y., López-Yáñez, I., Camacho-Nieto, O. & Yáñez-Márquez, C., 1 May 2022, In: Mathematics. 10, 9, 1460.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Customized Instance Random Undersampling to Increase Knowledge Management for Multiclass Imbalanced Data Classification
Tusell-Rey, C. C., Camacho-Nieto, O., Yáñez-Márquez, C. & Villuendas-Rey, Y., Nov 2022, In: Sustainability (Switzerland). 14, 21, 14398.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations
Press/Media
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Research from Instituto Politecnico Nacional in the Area of Breast Cancer Described (A Novel Bioinspired Algorithm for Mixed and Incomplete Breast Cancer Data Classification)
Yenny Villuendas-Rey & Amadeo José Argüelles Cruz
27/02/23
1 item of Media coverage
Press/Media: Press / Media