TORRENTE ORIHUELA, ESTER AURORA

category: Associate Professor

https://orcid.org/0000-0001-9183-8367

Positions

Academic Department : Mathematics
Research Group : Modeling, Numerical Simulation and Industrial Mathematics
Institute : Gregorio Millán Barbany University Institute for Modelling and Simulation in Fluodynamics, nanoscience and industrial mathematics
Institute : UC3M-Santander Big Data Institute

Subjects

Biology and Biomedicine
Materials science and engineering
Mathematics
Physics
Statistics

Contact Info

etorrent@est-econ.uc3m.es >> Other Contact Information

Co-author Network

Co-researcher Network

sample of publications

articles
- Band depth based initialization of K-means for functional data clustering. Advances in Data Analysis and Classification. 17:463-484. 2023
- Band-based similarity indices for gene expression classification and clustering. Scientific Reports. 11:1-18. 2021
- Initializing k-means Clustering by Bootstrap and Data Depth. JOURNAL OF CLASSIFICATION. 232-256 . 2021
- Memory effects in a gas of viscoelastic particles. PHYSICS OF FLUIDS. 33:1-11. 2021
- Induced correlations and rupture of molecular chaos by anisotropic dissipative Janus hard disks. Physical review E: covering statistical, nonlinear, biological, and soft matter physics. 100:1-9. 2019
- Large Mpemba-like effect in a gas of inelastic rough hard spheres. Physical review E: covering statistical, nonlinear, biological, and soft matter physics. 99:1-6. 2019
- clustComp, a bioconductor package for the comparison of clustering results. BIOINFORMATICS. 33:4001-4003. 2017
- Identification of cancer related genes using a comprehensive map of human gene expression. PLoS One. 11. 2016
- DepthTools: an R package for a robust analysis of gene expression data. BMC BIOINFORMATICS. 14:1-11. 2013
- A fully scalable online pre-processing algorithm for short oligonucleotide microarray atlases. NUCLEIC ACIDS RESEARCH. 41:1-10. 2013
- Brain Stroke Detection by Microwaves Using Prior Information from Clinical Databases. Abstract and Applied Analysis. 2013. 2013
- Fully scalable online-preprocessing algorithm for short oligonucleotide microarray atlases. NUCLEIC ACIDS RESEARCH. 41:1-10. 2012
- Robust Depth-Based Tools for the Analysis of Gene Expression Data. BIOSTATISTICS. 11:254-264. 2010
conference contributions

researcher on

Modelos y métodos matemáticos para aplicaciones biomédicas awarded by AGENCIA ESTATAL DE INVESTIGACION (AEI) 2021 - 2025
CAMPOS Y GRAVEDAD: FRONTERAS, FÍSICA ESTADÍSTICA Y EFECTOS DE MEMORIA awarded by AGENCIA ESTATAL DE INVESTIGACION (AEI) 2021 - 2025
Campos cuánticos y gravitación: simetría cuántica, mecánica estadística y combinatoria awarded by MINISTERIO DE ECONOMÍA, COMERCIO Y EMPRESA 2018 - 2021
Modelos matemáticos y técnicas para agregados celulares awarded by MINISTERIO DE ECONOMÍA, COMERCIO Y EMPRESA 2018 - 2021
Métodos estadísticos de decisión basados en conocimento. awarded by MINISTERIO DE EDUCACION Y CIENCIA DIR. GRAL. INVESTIGACION 2007 - 2014
Técnicas no paramétricas y de computación intensiva en estadística awarded by COMUNIDAD DE MADRID-UC3M 2007 - 2008
Técnicas no paramétricas y de computación intensiva en estadística awarded by COMUNIDAD DE MADRID-UC3M 2006

other activities

mobility
- Estancia en el European bioinformatics Institute (2012)
- Programa propio Jóvenes doctores (2011)

category

Associate Professor

ORCID iD

https://orcid.org/0000-0001-9183-8367

Scopus ID

9238162800