Data Mining and Machine Learning

Effective mining and learning from big data require innovative methodologies and modern approaches which go beyond traditional data management systems. In particular, Data Science can provide theoretical frameworks, methodologies and algorithms inspired to other scientific areas such as Statistics to mine data, learn models, and predict new trends and labels.

 

Specific fields:

  • Algorithms for Big Data Analytics
  • Data Science and Search Machines
  • Machine Learning on Graphs
  • Multivariate Feature Selection
  • Pattern Recognition and Ensemble Classifiers
  • Similarity Search

 

People:

Emanuele Di Buccio

Massimo Melucci 

Loris Nanni

Andrea Pietracaprina

Geppino Pucci

Francesco Silvestri

Fabio Vandin