Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Dario Sterpi"'
Publikováno v:
IEEE Transactions on Neural Networks. 17:1328-1331
In this letter, we propose a coordinate rotation digital computer (CORDIC)-like algorithm for computing the feed-forward phase of a support vector machine (SVM) in fixed-point arithmetic, using only shift and add operations and avoiding resource-cons
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::133cb1643217f5c53596fb970fecc8be
https://doi.org/10.1109/tnn.2006.877537
https://doi.org/10.1109/tnn.2006.877537
Publikováno v:
IJCNN
In this paper we test a new multicategory SVM method, called augmented binary (AB), on microarray gene expression data. The AB SVM is one of the methods generating a multicategory classifier in one step, without dividing the multiclass problem into b
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f716e8b8d62ea95189f3d06959ea165a
https://doi.org/10.1109/ijcnn.2006.1716351
https://doi.org/10.1109/ijcnn.2006.1716351
Autor:
Dario Sterpi, Davide Anguita
Publikováno v:
Scopus-Elsevier
Lecture Notes in Computer Science ISBN: 9783540465379
KES (2)
Lecture Notes in Computer Science ISBN: 9783540465379
KES (2)
We propose in this paper a new kernel, suited for Support Vector Machines learning, which is inspired from the biological world. The kernel is based on Gabor filters that are a good model for the response of the cells in the primary visual cortex and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::48cede8f5b7a6d1126b0e452aa7eedb0
http://hdl.handle.net/11567/536345
http://hdl.handle.net/11567/536345
Publikováno v:
Scopus-Elsevier
In this paper we present a new method for solving multiclass problems with a support vector machine. Our method compares favorably with other proposals, appeared so far in the literature, both in terms of computational needs for the feedforward phase
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::84d63ad61593bcbf81d01ba3dce38ec3
http://hdl.handle.net/11567/315669
http://hdl.handle.net/11567/315669
Publikováno v:
Proceedings of the 19th International Conference Hybrid Systems Computation & Control; 2016, p81-86, 6p
Publikováno v:
2006 IEEE International Joint Conference on Neural Network Proceedings; 2006, pnil1-nil50, 50p
Publikováno v:
Knowledge-Based Intelligent Information & Engineering Systems (9783540465379); 2006, p442-449, 8p
Publikováno v:
IEEE Transactions on Neural Networks; Sep2006, Vol. 17 Issue 5, p1328-1331, 4p, 3 Charts
Publikováno v:
2006 IEEE International Joint Conference on Neural Network Proceedings; 2006, p1966-1968, 3p
Autor:
Bogdan Gabrys
Delegates and friends, we are very pleased to extend to you the sincerest of welcomes to this, the 10th International Conference on Knowledge Based and Intelligent Information and Engineering Systems at the Bournemouth International Centre in Bournem