Search Sciweavers | Sciweavers

2031 search results - page 11 / 407

» Non-symmetric Support Vector Machines

TMI
2010

172views more TMI 2010»

Comparison of AdaBoost and Support Vector Machines for Detecting Alzheimer's Disease Through Automated Hippocampal Segmentation

13 years 6 months ago

Download www.loni.ucla.edu

Abstract— We compared four automated methods for hippocampal segmentation using different machine learning algorithms (1) hierarchical AdaBoost, (2) Support Vector Machines (SVM)...

Jonathan H. Morra, Zhuowen Tu, Liana G. Apostolova...

claim paper

Read More »

click to vote

PAKDD
2011
ACM

253views Data Mining» more PAKDD 2011»

Balance Support Vector Machines Locally Using the Structural Similarity Kernel

12 years 10 months ago

Download c2inet.sce.ntu.edu.sg

A structural similarity kernel is presented in this paper for SVM learning, especially for learning with imbalanced datasets. Kernels in SVM are usually pairwise, comparing the sim...

Jianxin Wu

claim paper

Read More »

click to vote

PR
2007

104views more PR 2007»

Optimizing resources in model selection for support vector machine

13 years 7 months ago

Download www.livia.etsmtl.ca

Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...

Mathias M. Adankon, Mohamed Cheriet

claim paper

Read More »

click to vote

IVC
2002

70views more IVC 2002»

Support vector machines for face authentication

13 years 7 months ago