CANDELIERI ANTONIO

Role: 
Assistant Professor
Academic disciplines: 
INFORMATICS (INF/01)
Telephone: 
0264487926
Room: 
U14, Piano: P01, Stanza: 1019
Viale Sarca 336 - 20126 MILANO

Publications

  • Candelieri, A., Perego, R., & Archetti, F. (2021). Green machine learning via augmented Gaussian processes and multi-information source optimization. SOFT COMPUTING, 25, 12591-12603 [10.1007/s00500-021-05684-7].
  • Ponti, A., Candelieri, A., & Archetti, F. (2021). A Wasserstein distance based multiobjective evolutionary algorithm for the risk aware optimization of sensor placement. INTELLIGENT SYSTEMS WITH APPLICATIONS, 10-11(July–September 2021) [10.1016/j.iswa.2021.200047].
  • Candelieri, A., & Archetti, F. (2021). Sparsifying to optimize over multiple information sources: an augmented Gaussian process based algorithm. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 64(1), 239-255 [10.1007/s00158-021-02882-7].
  • Ponti, A., Candelieri, A., Giordani, I., & Archetti, F. (2021). A novel graph‐based vulnerability metric in urban network infrastructures: The case of water distribution networks. WATER, 13(11) [10.3390/w13111502].
  • Ponti, A., Candelieri, A., & Archetti, F. (2021). A new evolutionary approach to optimal sensor placement in water distribution networks. WATER, 13(12) [10.3390/w13121625].