| 2008 |
|---|
| 11 | EE | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti:
A Kernel Method for the Optimization of the Margin Distribution.
ICANN (1) 2008: 305-314 |
| 2007 |
|---|
| 10 | EE | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti,
Alessandro Moschitti:
Efficient Kernel-based Learning for Trees.
CIDM 2007: 308-315 |
| 9 | EE | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti,
Markus Hagenbuchner:
"Kernelized" Self-Organizing Maps for Structured Data.
ESANN 2007: 19-24 |
| 8 | EE | Fabio Aiolli,
Fabrizio Sebastiani,
Alessandro Sperduti:
Preference Learning for Category-Ranking based Interactive Text Categorization.
IJCNN 2007: 2034-2039 |
| 2006 |
|---|
| 7 | EE | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti,
Alessandro Moschitti:
Fast On-line Kernel Learning for Trees.
ICDM 2006: 787-791 |
| 2005 |
|---|
| 6 | EE | Fabio Aiolli:
A Preference Model for Structured Supervised Learning Tasks.
ICDM 2005: 557-560 |
| 5 | EE | Fabio Aiolli,
Alessandro Sperduti:
Multiclass Classification with Multi-Prototype Support Vector Machines.
Journal of Machine Learning Research 6: 817-850 (2005) |
| 2004 |
|---|
| 4 | EE | Fabio Aiolli,
Alessandro Sperduti:
Learning Preferences for Multiclass Problems.
NIPS 2004 |
| 2003 |
|---|
| 3 | | Fabio Aiolli,
Alessandro Sperduti:
Multi-prototype Support Vector Machine.
IJCAI 2003: 541-546 |
| 2002 |
|---|
| 2 | EE | Fabio Aiolli,
Alessandro Sperduti:
A re-weighting strategy for improving margins.
Artif. Intell. 137(1-2): 197-216 (2002) |
| 2001 |
|---|
| 1 | | Fabio Aiolli,
Alessandro Sperduti:
A Simple Additive Re-weighting Strategy for Improving Margins.
IJCAI 2001: 927-934 |
