Alberto Martin, PhD.

Investigador Principal, Profesor Asistente

Network Biology Laboratory

Doctor en Ciencias de la Computación, University College Dublin, Irlanda.

alberto.martin@umayor.cl

Líneas de Investigación

Desarrollo y aplicación de métodos computacionales para la inferencia, análisis y simulación de redes biológicas mediante la integración de datos y algoritmos de aprendizaje de maquina. Estos métodos se aplican a ejemplos concretos en colaboración con experimentalistas expertos en dichos ejemplos.

Network Biology Laboratory

The group focuses on the development of computational methods for the representation of biological data in the form of networks, the analysis of such networks and the automatic generation of new knowledge from them. The group follows several research lines, among these the most relevant ones are the determination of of gene regulation in diverse conditions from predicted information and the integration of “omics” data, the prediction of functional characteristics of biological sequences and the representation of any type of biological data as a graph. To carry out these research lines, we employ machine learning, clustering and optimization algorithms and the integration of existing tools to produce protocols that generate networks of relevant biological systems in an automated fashion.

Edificio2

Contact

Corporate building, first underground - Campus Huechuraba - Camino La Pirámide 5750, Huechuraba
+56 223 281 323|cgbum@umayor.cl