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Fabio Aiolli
Fabio Aiolli
Verified email at math.unipd.it - Homepage
Title
Cited by
Cited by
Year
EasyMKL: a scalable multiple kernel learning algorithm
F Aiolli, M Donini
Neurocomputing 169, 215-224, 2015
1442015
Efficient top-n recommendation for very large scale binary rated datasets
F Aiolli
Proceedings of the 7th ACM conference on Recommender systems, 273-280, 2013
1222013
Multiclass Classification with Multi-Prototype Support Vector Machines.
F Aiolli, A Sperduti, Y Singer
Journal of Machine Learning Research 6 (5), 2005
972005
A kernel method for the optimization of the margin distribution
F Aiolli, GD San Martino, A Sperduti
International Conference on Artificial Neural Networks, 305-314, 2008
512008
A Preliminary Study on a Recommender System for the Million Songs Dataset Challenge.
F Aiolli
IIR, 73-83, 2013
402013
Learning preferences for multiclass problems
F Aiolli, A Sperduti
Advances in neural information processing systems 17, 2004
372004
SPI: a System for Palaeographic Inspections
F Aiolli, M Simi, D Sona, A Sperduti, A Starita, G Zaccagnini
AIIA Notizie http://www. dsi. unifi. it/AIIA 4, 34-38, 1999
351999
Learning deep kernels in the space of dot product polynomials
M Donini, F Aiolli
Machine Learning, 1-25, 2016
312016
Route kernels for trees
F Aiolli, G Da San Martino, A Sperduti
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
302009
Convex AUC optimization for top-N recommendation with implicit feedback
F Aiolli
Proceedings of the 8th ACM Conference on Recommender Systems, 293-296, 2014
262014
Enhancing deep neural networks via multiple kernel learning
I Lauriola, C Gallicchio, F Aiolli
Pattern Recognition 101, 107194, 2020
252020
Multiple graph-kernel learning
F Aiolli, M Donini, N Navarin, A Sperduti
2015 IEEE Symposium Series on Computational Intelligence, 1607-1614, 2015
252015
Learning nonsparse kernels by self-organizing maps for structured data
F Aiolli, G Da San Martino, M Hagenbuchner, A Sperduti
IEEE Transactions on Neural Networks 20 (12), 1938-1949, 2009
252009
ClimbTheWorld: Real-time stairstep counting to increase physical activity
F Aiolli, M Ciman, M Donini, O Gaggi
Proceedings of the 11th International Conference on Mobile and Ubiquitous …, 2014
232014
Fast on-line kernel learning for trees
F Aiolli, G Da San Martino, A Sperduti, A Moschitti
Sixth International Conference on Data Mining (ICDM'06), 787-791, 2006
232006
A preference model for structured supervised learning tasks
F Aiolli
Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005
232005
Enhancing artificial intelligence on a real mobile game
F Aiolli, CE Palazzi
International Journal of Computer Games Technology 2009, 2009
222009
Efficient kernel-based learning for trees
F Aiolli, G Da San Martino, A Sperduti, A Moschitti
2007 IEEE Symposium on Computational Intelligence and Data Mining, 308-315, 2007
222007
An introduction to deep learning in natural language processing: models, techniques, and tools
I Lauriola, A Lavelli, F Aiolli
Neurocomputing 470, 443-456, 2022
212022
Exploiting sparsity to build efficient kernel based collaborative filtering for top-N item recommendation
M Polato, F Aiolli
Neurocomputing 268, 17-26, 2017
212017
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