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 | 2012 | |
|---|---|---|
| j8 |      | Tiziana Sanavia, Fabio Aiolli, Giovanni Da San Martino, Andrea Bisognin, Barbara Di Camillo: Improving biomarker list stability by integration of biological knowledge in the learning process. BMC Bioinformatics 13(S-4): S22 (2012) |
| j7 | | Fabio Aiolli: Transfer Learning by Kernel Meta-Learning. Journal of Machine Learning Research - Proceedings Track 27: 81-95 (2012) |
| 2011 | ||
| c15 | | Fabio Aiolli, Andrea Burattin, Alessandro Sperduti: A Business Process Metric Based on the Alpha Algorithm Relations. Business Process Management Workshops (1) 2011: 141-146 |
| c14 | | Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti: Extending Tree Kernels with Topological Information. ICANN (1) 2011: 142-149 |
| 2010 | ||
| c13 | | Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti: A New Tree Kernel Based on SOM-SD. ICANN (2) 2010: 49-58 |
| 2009 | ||
| j6 | | Fabio Aiolli, Riccardo Cardin, Fabrizio Sebastiani, Alessandro Sperduti: Preferential Text Classification: Learning Algorithms and Evaluation Measures. ERCIM News 2009(76) (2009) |
| j5 | | Fabio Aiolli, Claudio E. Palazzi: Enhancing Artificial Intelligence on a Real Mobile Game. Int. J. Computer Games Technology 2009 (2009) |
| j4 | | Fabio Aiolli, Riccardo Cardin, Fabrizio Sebastiani, Alessandro Sperduti: Preferential text classification: learning algorithms and evaluation measures. Inf. Retr. 12(5): 559-580 (2009) |
| j3 | | 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) |
| c12 | | Fabio Aiolli, Michele De Filippo, Alessandro Sperduti: Application of the preference learning model to a human resources selection task. CIDM 2009: 203-210 |
| c11 | | |
| c10 | | |
| p2 | | 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 |
| p1 | | 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 |
| 2008 | ||
| c9 | | Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti: A Kernel Method for the Optimization of the Margin Distribution. ICANN (1) 2008: 305-314 |
| 2007 | ||
| c8 | | Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti, Alessandro Moschitti: Efficient Kernel-based Learning for Trees. CIDM 2007: 308-315 |
| c7 | | Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti, Markus Hagenbuchner: "Kernelized" Self-Organizing Maps for Structured Data. ESANN 2007: 19-24 |
| c6 | | Fabio Aiolli, Fabrizio Sebastiani, Alessandro Sperduti: Preference Learning for Category-Ranking based Interactive Text Categorization. IJCNN 2007: 2034-2039 |
| 2006 | ||
| c5 | | Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti, Alessandro Moschitti: Fast On-line Kernel Learning for Trees. ICDM 2006: 787-791 |
| 2005 | ||
| j2 | | Fabio Aiolli, Alessandro Sperduti: Multiclass Classification with Multi-Prototype Support Vector Machines. Journal of Machine Learning Research 6: 817-850 (2005) |
| c4 | | |
| 2004 | ||
| c3 | | |
| 2003 | ||
| c2 |  | |
| 2002 | ||
| j1 | | Fabio Aiolli, Alessandro Sperduti: A re-weighting strategy for improving margins. Artif. Intell. 137(1-2): 197-216 (2002) |
| 2001 | ||
| c1 | | Fabio Aiolli, Alessandro Sperduti: A Simple Additive Re-weighting Strategy for Improving Margins. IJCAI 2001: 927-934 |
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