Documentos de Mora-Jimnez I. | REDI

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Filtros aplicados

Palabras Claves: "feature selection"

Subtipo de publicación

Conference Object(1)

Publisher

Journal of Biomedical Informatics(1)

Pattern Recognition(1)

Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020(1)

Área temáticas

Enfermedades(2)

Análisis numérico(1)

Fisiología humana(1)

Funcionamiento de bibliotecas y archivos(1)

Medicina y salud(1)

Área de conocimiento

Aprendizaje automático(2)

Ciencias de la computación(1)

Epidemiología(1)

Año de Publicación

Origen

Palabras Claves

CORRESPONDENCE ANALYSIS(1)

Chronic conditions(1)

Colorectal cancer(1)

Electronic health records(1)

Explainable machine learning(1)

Finding Associations among Chronic Conditions by Bootstrap and Multiple Correspondence Analysis

Conference Object

Abstract: Contemporary societies are suffering from negative population growth, with the consequent population

Palabras claves:

bootstrap resampling, Chronic conditions, CORRESPONDENCE ANALYSIS, feature selection

Alonso-Arteaga N., Jose Luis Rojo-Álvarez, Lopez-Fajardo I.C., Mora-Jimnez I., Muoz-Romero S., Rubio-Sánchez M., Soguero-Ruiz C.

Informative variable identifier: Expanding interpretability in feature selection

Abstract: There is nowadays an increasing interest in discovering relationships among input variables (also ca

Palabras claves:

classification, Explainable machine learning, feature selection, interpretability, Resampling

Gorostiaga A., Jose Luis Rojo-Álvarez, Mora-Jimnez I., Muoz-Romero S., Soguero-Ruiz C.

Pbkp_redicting colorectal surgical complications using heterogeneous clinical data and kernel methods

Abstract: Objective: In this work, we have developed a learning system capable of exploiting information conve

Palabras claves:

clinical decision support, Colorectal cancer, Electronic health records, feature selection, Heterogeneous clinical data, kernel methods

Augestad K.M., Godtliebsen F., Hindberg K., Jenssen R., Jose Luis Rojo-Álvarez, Lindsetmo R.O., Mora-Jimnez I., Mortensen K., Revhaug A., Skrøvseth S., Soguero-Ruiz C.