Personal Information
Organización/Lugar de trabajo
Oxford, United Kingdom United Kingdom
Ocupación
Researcher at University of Oxford
Sector
Education
Acerca de
I am a machine learning researcher and a data scientist. I have experience analyzing complex problems and have implemented new statistical and machine learning techniques for deriving insights from large amounts of data.
My research interest is in complex systems and computational immunology.
I use techniques from computer science to
solve problems in immunology and take inspiration from immunology to solve problems in computer
science.
1) Using techniques from computer science to solve problems in immunology:
I use machine learning techniques to solve problems in biology, especially immunology. I employ
ordinary differential equation (ODE) models and spatially explicit agent based mod...
Etiquetas
modular search
immune system scaling
semi-modular search
modular detection network
immune system architecture
scaling
scale invariant detection and response
lymph node scaling
west nile virus
distributed search
extended protecton
immune system modeling
artificial immune system
sub-modular detection network
lymph node
scale invariant response
scale invariant search
sub-modular architecture
modular architecture
distributed systems
Ver más
Presentaciones
(5)Recomendaciones
(2)Analysis of a Planetary Scale Scientific Collaboration Dataset Reveals Novel Patterns
Soumya Banerjee
•
Hace 8 años
Immune System Inspired Strategies for Distributed Systems
Soumya Banerjee
•
Hace 13 años
Personal Information
Organización/Lugar de trabajo
Oxford, United Kingdom United Kingdom
Ocupación
Researcher at University of Oxford
Sector
Education
Acerca de
I am a machine learning researcher and a data scientist. I have experience analyzing complex problems and have implemented new statistical and machine learning techniques for deriving insights from large amounts of data.
My research interest is in complex systems and computational immunology.
I use techniques from computer science to
solve problems in immunology and take inspiration from immunology to solve problems in computer
science.
1) Using techniques from computer science to solve problems in immunology:
I use machine learning techniques to solve problems in biology, especially immunology. I employ
ordinary differential equation (ODE) models and spatially explicit agent based mod...
Etiquetas
modular search
immune system scaling
semi-modular search
modular detection network
immune system architecture
scaling
scale invariant detection and response
lymph node scaling
west nile virus
distributed search
extended protecton
immune system modeling
artificial immune system
sub-modular detection network
lymph node
scale invariant response
scale invariant search
sub-modular architecture
modular architecture
distributed systems
Ver más