Marco S. Nobile, PhD

Postdoctoral researcher at the University of Milano-Bicocca, Milan, Italy

 

COMPUTATIONAL INTELLIGENCE

My main research activity is focused on the development of innovative combinations of Evolutionary Computation, Swarm Intelligence, Fuzzy Logic, and Machine Learning to tackle complex computational problems

 

HIGH PERFORMANCE COMPUTING

Due to the huge requirements of Computational Intelligence methods, I develop my methods on High Performance Computing infrastructures and, in particular, GPU-based supercomputers

 

COMPUTATIONAL SYSTEMS BIOLOGY

My research activity is mainly driven by open problems in Computational Systems Biology, e.g., parameter estimation, reverse engineering, image analysis, pattern recognition, efficient simulation and analysis

Research projects

 

Fuzzy Self-Tuning PSO

Settings-free optimization
View project
 

ProCell

Stochastic simulation of cell populations proliferation
View project
 

GPU-powered biochemical simulation

Deterministic and stocahastic simulation accelerated on GPUs
View project
 

simpful

Fuzzy-logic reasoning, close to natural language
View project
 

ginSODA

GPU-powered simulation of ODE models
View project
 

GenHap

Evolutionary inference of haplotypes
View project
 

MedGA

Evolutionary enhancement of bimodal images
View project
 

Deep Learning for Medical Imaging

Deep Neural Networks for image segmentation and classification
View project

Latest News

Conference[…]

New paper published

A new paper of my group was published today on Lecture Notes on Computer Science.[…]

CEC[…]

Two papers accepted in conferences

Today, two papers were accepted for two IEEE conferences.

New paper published on Bioinformatics

A couple of years ago, we started a collaboration with the IEO (Istituto Europeo di[…]

Contact

Marco S. Nobile

Department of Informatics, Systems and Communication
Building U14, University of Milano-Bicocca
Viale Sarca 336, 20126 Milano, Italy
SYSBIO.IT Centre for Systems Biology, Milan, Italy
nobile AT disco DOT unimib DOT it