MIND

MIND (Models in decision making and data analysis) is a laboratory at DISCo (Dipartimento di Informatica Sistemistica e Comunicazione)  in University of Milan – Bicocca mainly focused on design, analysis and implementation of algorithms for data analysis, modeling and optimization.

Main interests:

Machine Learning Algorithms

  • Predictive and Descriptive Models
  • Probabilistic Models
  • Feature Selection
  • Time Series Analysis

Relational Models

  • Relational Clustering
  • Relational Dynamic Bayesian Networks
  • Social Network Analysis
  • Probabilistic Relational Models

Optimization Under Uncertainty

  • Stochastic Linear Programming
  • Stochastic Integer Programming
  • Scenario Generation
  • Simulation

Download a small presentation of the laboratory MIND presentation