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BIOINFORMATICS
2006
105views more  BIOINFORMATICS 2006»
15 years 2 months ago
Support vector machine learning from heterogeneous data: an empirical analysis using protein sequence and structure
Darrin P. Lewis, Tony Jebara, William Stafford Nob...
PKDD
2010
Springer
152views Data Mining» more  PKDD 2010»
15 years 24 days ago
Online Knowledge-Based Support Vector Machines
Prior knowledge, in the form of simple advice rules, can greatly speed up convergence in learning algorithms. Online learning methods predict the label of the current point and the...
Gautam Kunapuli, Kristin P. Bennett, Amina Shabbee...
109
Voted
ICIP
2001
IEEE
16 years 4 months ago
Combining support vector machines for accurate face detection
The paper proposes the application of majority voting on the output of several support vector machines in order to select the most suitable learning machine for frontal face detec...
Ioan Buciu, Constantine Kotropoulos, Ioannis Pitas
SSPR
2004
Springer
15 years 7 months ago
Finding Clusters and Components by Unsupervised Learning
We present a tutorial survey on some recent approaches to unsupervised machine learning in the context of statistical pattern recognition. In statistical PR, there are two classica...
Erkki Oja
VLSID
2007
IEEE
97views VLSI» more  VLSID 2007»
15 years 8 months ago
Embedded Support Vector Machine : Architectural Enhancements and Evaluation
In recent years, research and development in the field of machine learning and classification techniques have gained paramount importance. The future generation of intelligent e...
Soumyajit Dey, Monu Kedia, Niket Agarwal, Anupam B...