 | 2011 |
| 23 |  | Fabio Aiolli,
Andrea Burattin,
Alessandro Sperduti:
A Business Process Metric Based on the Alpha Algorithm Relations.
Business Process Management Workshops (1) 2011: 141-146 |
| 22 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti:
Extending Tree Kernels with Topological Information.
ICANN (1) 2011: 142-149 |
| 2010 |
| 21 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti:
A New Tree Kernel Based on SOM-SD.
ICANN (2) 2010: 49-58 |
| 2009 |
| 20 |  | Fabio Aiolli,
Michele De Filippo,
Alessandro Sperduti:
Application of the preference learning model to a human resources selection task.
CIDM 2009: 203-210 |
| 19 |  | Fabio Aiolli,
Alessandro Sperduti:
Supervised learning as preference optimization.
ESANN 2009 |
| 18 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti:
Route kernels for trees.
ICML 2009: 3 |
| 17 |  | Fabio Aiolli,
Arianna Ciula:
A case study on the System for Paleographic Inspections (SPI): challenges and new developments.
Computational Intelligence and Bioengineering 2009: 53-66 |
| 16 |  | 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 |
| 15 |  | Fabio Aiolli,
Riccardo Cardin,
Fabrizio Sebastiani,
Alessandro Sperduti:
Preferential Text Classification: Learning Algorithms and Evaluation Measures.
ERCIM News 2009(76): (2009) |
| 14 |  | 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) |
| 13 |  | Fabio Aiolli,
Riccardo Cardin,
Fabrizio Sebastiani,
Alessandro Sperduti:
Preferential text classification: learning algorithms and evaluation measures.
Inf. Retr. 12(5): 559-580 (2009) |
| 12 |  | Fabio Aiolli,
Claudio E. Palazzi:
Enhancing Artificial Intelligence on a Real Mobile Game.
Int. J. Computer Games Technology 2009: (2009) |
| 2008 |
| 11 |  | 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 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti,
Alessandro Moschitti:
Efficient Kernel-based Learning for Trees.
CIDM 2007: 308-315 |
| 9 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti,
Markus Hagenbuchner:
"Kernelized" Self-Organizing Maps for Structured Data.
ESANN 2007: 19-24 |
| 8 |  | Fabio Aiolli,
Fabrizio Sebastiani,
Alessandro Sperduti:
Preference Learning for Category-Ranking based Interactive Text Categorization.
IJCNN 2007: 2034-2039 |
| 2006 |
| 7 |  | Fabio Aiolli,
Giovanni Da San Martino,
Alessandro Sperduti,
Alessandro Moschitti:
Fast On-line Kernel Learning for Trees.
ICDM 2006: 787-791 |
| 2005 |
| 6 |  | Fabio Aiolli:
A Preference Model for Structured Supervised Learning Tasks.
ICDM 2005: 557-560 |
| 5 |  | Fabio Aiolli,
Alessandro Sperduti:
Multiclass Classification with Multi-Prototype Support Vector Machines.
Journal of Machine Learning Research 6: 817-850 (2005) |
| 2004 |
| 4 |  | 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 |  | 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 |