 | 2011 |
| 12 |  | Markus Hagenbuchner,
Giovanni Da San Martino,
Ah Chung Tsoi,
Alessandro Sperduti:
Sparsity Issues in Self-Organizing-Maps for Structures.
ESANN 2011 |
| 11 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti:
Extending Tree Kernels with Topological Information.
ICANN (1) 2011: 142-149 |
| 2010 |
| 10 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti:
A New Tree Kernel Based on SOM-SD.
ICANN (2) 2010: 49-58 |
| 9 |  | Giovanni Da San Martino,
Alessandro Sperduti:
Mining Structured Data.
IEEE Comp. Int. Mag. 5(1): 42-49 (2010) |
| 2009 |
| 8 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti:
Route kernels for trees.
ICML 2009: 3 |
| 7 |  | Fabio Aiolli,
Giovanni Da San Martino,
Markus Hagenbuchner,
Alessandro Sperduti:
Self-Organizing Maps for Structured Domains: Theory, Models, and Learning of Kernels.
Innovations in Neural Information Paradigms and Applications 2009: 9-42 |
| 6 |  | Fabio Aiolli,
Giovanni Da San Martino,
Markus Hagenbuchner,
Alessandro Sperduti:
Learning Nonsparse Kernels by Self-Organizing Maps for Structured Data.
IEEE Transactions on Neural Networks 20(12): 1938-1949 (2009) |
| 2008 |
| 5 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti:
A Kernel Method for the Optimization of the Margin Distribution.
ICANN (1) 2008: 305-314 |
| 2007 |
| 4 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti,
Alessandro Moschitti:
Efficient Kernel-based Learning for Trees.
CIDM 2007: 308-315 |
| 3 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti,
Markus Hagenbuchner:
"Kernelized" Self-Organizing Maps for Structured Data.
ESANN 2007: 19-24 |
| 2006 |
| 2 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti,
Alessandro Moschitti:
Fast On-line Kernel Learning for Trees.
ICDM 2006: 787-791 |
| 1 |  | Giovanni Da San Martino,
Franco Alberto Cardillo,
Antonina Starita:
A New Swarm Intelligence Coordination Model Inspired by Collective Prey Retrieval and Its Application to Image Alignment.
PPSN 2006: 691-700 |