Acti

vity

"Non credo che la pratica della scienza possa andar disgiunta dal coraggio.
Essa tratta il sapere, che è un prodotto del dubbio; e col procacciare sapere a tutti su ogni cosa, tende a destare il dubbio in tutti."

Bertolt Brecht,Vita di Galileo.

Where

?

Alessio Micheli
Universita` di Pisa - Dipartimento di Informatica
Largo B. Pontecorvo 3, 56127 Pisa, ITALY
Phone: +39-050-2212798 - Fax: +39-050-2212726
Room 287 / DE

What

?

Research Interests

• Machine Learning, Artificial and Computational Intelligence, Soft Computing
• Learning in Structured Domains, Relational Learning , Relational Data Mining
• Supervised and Unsupervised Neural Networks, Recurrent and Recursive Neural Networks
• Processing of Sequences and Structured Information (trees and graphs) in Machine Learning:
  Recursive Models, Reservoir Computing, Hidden Markov Models, Kernel-based Methods for Non-vectorial Data
• Applications to QSPR/QSAR Analysis, Cheminformatics and Toxicity
• Learning in Robotics and Wireless Sensor Networks

• See also Methodologies and Models in CIML for Recursive and Contextual Neural Networks topic.

Publications

• List of Papers
  

Teaching

• My general teaching page (in Italian): See Courses
  


• Corsi di Apprendimento Automatico.
  Apprendimento Automatico: fondamenti (AA1) e Apprendimento Automatico: reti neurali e metodi avanzati (AA2):
  AA1 e AA2 - 2010/2011 - Laurea Magistrale in Informatica - Univ. di Pisa



• Special page on "What is Machine Learning?":

Old pages :

• Proposte di Tesi (in Italian)
  

Projects

• Project LIONS   (Indeed, a very old page...)
  
• Project Recursive and Contextual Neural Networks

• International Project: "Adaptive Processing of Data Structures" (Australian Research Council)
  

• National Project: "Design of biologically active molecules by neural network techniques applied to QSAR studies and by investigation of ligand-macromolecule interactions".
  ("Progettazione di molecole biologicamente attive mediante studi QSAR con tecniche neurali e studi di interazione ligando-macromolecola") ( Cofin 99 - MURST and University of Pisa)
  

• National Projects PRIN - MIUR: Cofin 1999, Cofin 2000, Cofin 2001, Cofin 2002, Cofin 2003, Cofin 2005.

• Robotics UBIquitous COgnitive Network. EU FP7 RUBICON

Memberships

• IEEE
  
• The QSAR and Modelling Society
  
• Computational Intelligence and Machine Learning Group - Pisa, i.e. Our group !
  

E-mail: micheli@di.unipi.it