| EasyMKL: a scalable multiple kernel learning algorithm F Aiolli, M Donini Neurocomputing 169, 215-224, 2015 | 144 | 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 | 122 | 2013 |
| Multiclass Classification with Multi-Prototype Support Vector Machines. F Aiolli, A Sperduti, Y Singer Journal of Machine Learning Research 6 (5), 2005 | 97 | 2005 |
| 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 | 51 | 2008 |
| A Preliminary Study on a Recommender System for the Million Songs Dataset Challenge. F Aiolli IIR, 73-83, 2013 | 40 | 2013 |
| Learning preferences for multiclass problems F Aiolli, A Sperduti Advances in neural information processing systems 17, 2004 | 37 | 2004 |
| 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 | 35 | 1999 |
| Learning deep kernels in the space of dot product polynomials M Donini, F Aiolli Machine Learning, 1-25, 2016 | 31 | 2016 |
| Route kernels for trees F Aiolli, G Da San Martino, A Sperduti Proceedings of the 26th Annual International Conference on Machine Learning …, 2009 | 30 | 2009 |
| Convex AUC optimization for top-N recommendation with implicit feedback F Aiolli Proceedings of the 8th ACM Conference on Recommender Systems, 293-296, 2014 | 26 | 2014 |
| Enhancing deep neural networks via multiple kernel learning I Lauriola, C Gallicchio, F Aiolli Pattern Recognition 101, 107194, 2020 | 25 | 2020 |
| Multiple graph-kernel learning F Aiolli, M Donini, N Navarin, A Sperduti 2015 IEEE Symposium Series on Computational Intelligence, 1607-1614, 2015 | 25 | 2015 |
| 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 | 25 | 2009 |
| 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 | 23 | 2014 |
| 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 | 23 | 2006 |
| A preference model for structured supervised learning tasks F Aiolli Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005 | 23 | 2005 |
| Enhancing artificial intelligence on a real mobile game F Aiolli, CE Palazzi International Journal of Computer Games Technology 2009, 2009 | 22 | 2009 |
| 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 | 22 | 2007 |
| An introduction to deep learning in natural language processing: models, techniques, and tools I Lauriola, A Lavelli, F Aiolli Neurocomputing 470, 443-456, 2022 | 21 | 2022 |
| Exploiting sparsity to build efficient kernel based collaborative filtering for top-N item recommendation M Polato, F Aiolli Neurocomputing 268, 17-26, 2017 | 21 | 2017 |
