TY  - JOUR
AU  - Anguita-Ruiz, Augusto
AU  - Segura-Delgado, Alberto
AU  - Alcalá, Rafael
AU  - Aguilera, Concepción M.
AU  - Alcalá-Fdez, Jesús
PY  - 2020
DO  - 10.1371/journal.pcbi.1007792
UR  - http://hdl.handle.net/10668/3873
T2  - PLOS Computational Biology
AB  - Until date, several machine learning approaches have been proposed for the dynamic modeling of temporal omics data. Although they have yielded impressive results in terms of model accuracy and predictive ability, most of these applications are based...
LA  - en
PB  - Public Library of Science
KW  - Artificial Intelligence
KW  - Gene expression
KW  - Obesity
KW  - Knowledge
KW  - Mining
KW  - Transcriptome
KW  - Inteligencia artificial
KW  - Expresión génica
KW  - Obesidad
KW  - Conocimiento
KW  - Minería de datos
KW  - Transcriptoma
KW  - Medical Subject Headings::Information Science::Information Science::Computing Methodologies::Algorithms
KW  - Medical Subject Headings::Information Science::Information Science::Computing Methodologies::Artificial Intelligence
KW  - Medical Subject Headings::Disciplines and Occupations::Natural Science Disciplines::Biological Science Disciplines::Biology::Computational Biology
KW  - Medical Subject Headings::Information Science::Information Science::Medical Informatics::Medical Informatics Applications::Information Storage and Retrieval::Data Mining
KW  - Medical Subject Headings::Information Science::Information Science::Medical Informatics::Medical Informatics Applications::Information Systems::Databases as Topic::Databases, Factual::Databases, Genetic
KW  - Medical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Processes
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Genetic Techniques::Gene Expression Profiling
KW  - Medical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans
KW  - Medical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Cohort Studies::Longitudinal Studies
KW  - Medical Subject Headings::Diseases::Nutritional and Metabolic Diseases::Nutrition Disorders::Overnutrition::Obesity
KW  - Medical Subject Headings::Information Science::Information Science::Computing Methodologies::Software
KW  - Medical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Structures::Transcriptome
TI  - eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research
TY  - research article
ER  -