Fabio Aiolli
Fabio Aiolli
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An introduction to deep learning in natural language processing: Models, techniques, and tools
I Lauriola, A Lavelli, F Aiolli
Neurocomputing 470, 443-456, 2022
EasyMKL: a scalable multiple kernel learning algorithm
F Aiolli, M Donini
Neurocomputing 169, 215-224, 2015
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
Multiclass classification with multi-prototype support vector machines
F Aiolli, A Sperduti
Journal of Machine Learning Research 6, 817-850, 2005
A kernel method for the optimization of the margin distribution
F Aiolli, G Da San Martino, A Sperduti
Artificial Neural Networks-ICANN 2008: 18th International Conference, Prague …, 2008
Recency aware collaborative filtering for next basket recommendation
G Faggioli, M Polato, F Aiolli
Proceedings of the 28th ACM Conference on User Modeling, Adaptation and …, 2020
A Preliminary Study on a Recommender System for the Million Songs Dataset Challenge.
F Aiolli
IIR, 73-83, 2013
Enhancing deep neural networks via multiple kernel learning
I Lauriola, C Gallicchio, F Aiolli
Pattern Recognition 101, 107194, 2020
Learning preferences for multiclass problems
F Aiolli, A Sperduti
Advances in neural information processing systems 17, 2004
Learning deep kernels in the space of dot product polynomials
M Donini, F Aiolli
Machine Learning, 1-25, 2016
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
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), 7, 1999
Route kernels for trees
F Aiolli, G Da San Martino, A Sperduti
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
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, 1015-1033, 2016
A business process metric based on the alpha algorithm relations
F Aiolli, A Burattin, A Sperduti
International Conference on Business Process Management, 141-146, 2011
Multiple graph-kernel learning
F Aiolli, M Donini, N Navarin, A Sperduti
2015 IEEE Symposium Series on Computational Intelligence, 1607-1614, 2015
Convex AUC optimization for top-N recommendation with implicit feedback
F Aiolli
Proceedings of the 8th ACM Conference on Recommender Systems, 293-296, 2014
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
Scuba: scalable kernel-based gene prioritization
G Zampieri, DV Tran, M Donini, N Navarin, F Aiolli, A Sperduti, G Valle
BMC bioinformatics 19, 1-12, 2018
Boolean kernels for collaborative filtering in top-N item recommendation
M Polato, F Aiolli
Neurocomputing 286, 214-225, 2018
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