DA SAN MARTINO, GIOVANNI

DA SAN MARTINO, GIOVANNI  

Dipartimento di Matematica "Tullio Levi-Civita" - DM  

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Titolo Data di pubblicazione Autori Rivista Serie Titolo libro
Fast On-line Kernel Learning for Trees 2006 AIOLLI, FABIODA SAN MARTINO, GIOVANNISPERDUTI, ALESSANDRO + - - Proceedings of the 6th IEEE International Conference on DataMining (ICDM 2006)
"Kernelized" Self-Organizing Maps for Structured Data 2007 AIOLLI, FABIODA SAN MARTINO GSPERDUTI, ALESSANDRO + - - Proceedings of the 15th European Symposium on Artificial Neural Networks
Efficient Kernel-based Learning for Trees 2007 AIOLLI, FABIODA SAN MARTINO, GIOVANNISPERDUTI, ALESSANDRO + - - Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining
A Kernel Method for the Optimization of the Margin Distribution 2008 AIOLLI, FABIODA SAN MARTINO, GIOVANNISPERDUTI, ALESSANDRO - - Proceedings of the International Conference on Neural Networks, ICANN 2008 , Part I, Lecture Notes in Computer Science
Route Kernels for Trees 2009 AIOLLI, FABIODA SAN MARTINO, GIOVANNISPERDUTI, ALESSANDRO - - Proceedings of the Twenty-Sixth International Conference on Machine Learning (ICML 2009)
Learning Nonsparse Kernels by Self-Organizing Maps for Structured Data 2009 AIOLLI, FABIODA SAN MARTINO, GIOVANNISPERDUTI, ALESSANDRO + IEEE TRANSACTIONS ON NEURAL NETWORKS - -
Self-Organizing Maps for Structured Domains: Theory, Models, and Learning of Kernels 2009 AIOLLI, FABIODA SAN MARTINO, GIOVANNISPERDUTI, ALESSANDRO + - - Innovations in Neural Information Paradigms and Applications
A New Tree Kernel Based on SOM-SD 2010 AIOLLI, FABIODA SAN MARTINO, GIOVANNISPERDUTI, ALESSANDRO - - Proceedings of the International Conference on Artificial Neural Networks - ICANN 2010, Part II
Mining Structured Data 2010 DA SAN MARTINO, GIOVANNISPERDUTI, ALESSANDRO IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE - -
Improving biomarker list stability by integration of biological knowledge in the learning process. 2011 SANAVIA, TIZIANAAIOLLI, FABIODA SAN MARTINO, GIOVANNIBISOGNIN, ANDREADI CAMILLO, BARBARA - - 19th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB) & 10th European Conference on Computational Biology (ECCB)
Stable Feature Selection for Biomarker Discovery: Use of Biological Information. 2011 SANAVIA, TIZIANAAIOLLI, FABIODA SAN MARTINO, GIOVANNIBISOGNIN, ANDREADI CAMILLO, BARBARA - - Italian Society of Bioinformatics: Annual Meeting 2011
Extending Tree Kernels with Topological Information 2011 AIOLLI, FABIODA SAN MARTINO, GIOVANNISPERDUTI, ALESSANDRO - - Proceedings of the 21st International Conference on Artificial Neural Networks, ICANN 2011
Sparsity Issues in Self-Organizing-Maps for Structures 2011 G. DA SAN MARTINOSPERDUTI, ALESSANDRO + - - 19TH European symposium on artificial neural networks, Computational Intelligence and Machine Learning
Improving biomarker list stability by integration of biological knowledge in the learning process. 2012 SANAVIA, TIZIANAAIOLLI, FABIODA SAN MARTINO, GIOVANNIBISOGNIN, ANDREADI CAMILLO, BARBARA BMC BIOINFORMATICS - -
A Tree-Based Kernel for Graphs 2012 DA SAN MARTINO, GIOVANNINAVARIN, NICOLO'SPERDUTI, ALESSANDRO - - Proceedings of the Twelfth SIAM International Conference on Data Mining
A Memory Efficient Graph Kernel 2012 Giovanni Da San MartinoNAVARIN, NICOLO'SPERDUTI, ALESSANDRO - - 2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)
A Lossy Counting Based Approach for Learning on Streams of Graphs on a Budget 2013 DA SAN MARTINO, GIOVANNINAVARIN, NICOLO'SPERDUTI, ALESSANDRO - - Proceedings of the 23rd International Joint Conference on Artificial Intelligence
Graph Kernels Exploiting Weisfeiler-Lehman Graph Isomorphism Test Extensions 2014 DA SAN MARTINO, GIOVANNINAVARIN, NICOLO'SPERDUTI, ALESSANDRO - - Neural Information Processing - 21st International Conference, ICONIP
Exploiting the ODD framework to define a novel effective graph kernel 2015 giovanni Da San MartinoNicolò NavarinAlessandro Sperduti - - 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015 - Proceedings
An Efficient Topological Distance-Based Tree Kernel 2015 AIOLLI, FABIODA SAN MARTINO, GIOVANNISPERDUTI, ALESSANDRO IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS - -