Follow
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
1552015
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
1292013
Multiclass Classification with Multi-Prototype Support Vector Machines.
F Aiolli, A Sperduti, Y Singer
Journal of Machine Learning Research 6 (5), 2005
1002005
An introduction to deep learning in natural language processing: Models, techniques, and tools
I Lauriola, A Lavelli, F Aiolli
Neurocomputing 470, 443-456, 2022
642022
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
532008
A Preliminary Study on a Recommender System for the Million Songs Dataset Challenge.
F Aiolli
IIR, 73-83, 2013
442013
Learning preferences for multiclass problems
F Aiolli, A Sperduti
Advances in neural information processing systems 17, 2004
382004
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
Enhancing deep neural networks via multiple kernel learning
I Lauriola, C Gallicchio, F Aiolli
Pattern Recognition 101, 107194, 2020
332020
Learning deep kernels in the space of dot product polynomials
M Donini, F Aiolli
Machine Learning, 1-25, 2016
322016
Route kernels for trees
F Aiolli, G Da San Martino, A Sperduti
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
302009
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
262009
Exploiting sparsity to build efficient kernel based collaborative filtering for top-N item recommendation
M Polato, F Aiolli
Neurocomputing 268, 17-26, 2017
242017
Convex AUC optimization for top-N recommendation with implicit feedback
F Aiolli
Proceedings of the 8th ACM Conference on Recommender Systems, 293-296, 2014
242014
Mind your wallet's privacy: identifying bitcoin wallet apps and user's actions through network traffic analysis
F Aiolli, M Conti, A Gangwal, M Polato
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 1484-1491, 2019
232019
Scuba: scalable kernel-based gene prioritization
G Zampieri, DV Tran, M Donini, N Navarin, F Aiolli, A Sperduti, G Valle
BMC bioinformatics 19 (1), 1-12, 2018
232018
Stairstep recognition and counting in a serious Game for increasing users’ physical activity
M Ciman, M Donini, O Gaggi, F Aiolli
Personal and Ubiquitous Computing 20 (6), 1015-1033, 2016
232016
Multiple graph-kernel learning
F Aiolli, M Donini, N Navarin, A Sperduti
2015 IEEE Symposium Series on Computational Intelligence, 1607-1614, 2015
232015
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
Boolean kernels for collaborative filtering in top-N item recommendation
M Polato, F Aiolli
Neurocomputing 286, 214-225, 2018
222018
The system can't perform the operation now. Try again later.
Articles 1–20