Spatio-temporal enhanced sparse feature selection for video saliency estimation

2012 ◽  
Author(s):  
Ye Luo ◽  
Qi Tian
Keyword(s):  
Feature Selection ◽  
Selection For ◽  
Spatio Temporal ◽  
Video Saliency ◽  
Sparse Feature Selection

scholarly journals Machine learning methods in the computational biology of cancer

2014 ◽  
Vol 470 (2167) ◽  
pp. 20140081 ◽  
Author(s):  
M. Vidyasagar
Keyword(s):  
Machine Learning ◽  
Ovarian Cancer ◽  
Feature Selection ◽  
Classification Problems ◽  
Open Problems ◽  
Machine Learning Methods ◽  
Selection For ◽  
Personalized Cancer Therapy ◽  
Personalized Cancer ◽  
Sparse Feature Selection

The objectives of this Perspective paper are to review some recent advances in sparse feature selection for regression and classification, as well as compressed sensing, and to discuss how these might be used to develop tools to advance personalized cancer therapy. As an illustration of the possibilities, a new algorithm for sparse regression is presented and is applied to predict the time to tumour recurrence in ovarian cancer. A new algorithm for sparse feature selection in classification problems is presented, and its validation in endometrial cancer is briefly discussed. Some open problems are also presented.

scholarly journals Sparse feature selection for classification and prediction of metastasis in endometrial cancer

BMC Genomics ◽  
2017 ◽  
Vol 18 (S3) ◽  
Author(s):  
Mehmet Eren Ahsen ◽  
Todd P. Boren ◽  
Nitin K. Singh ◽  
Burook Misganaw ◽  
David G. Mutch ◽  
...  
Keyword(s):  
Feature Selection ◽  
Endometrial Cancer ◽  
Prediction Of Metastasis ◽  
Selection For ◽  
Sparse Feature Selection

scholarly journals Semi-supervised joint spatio-temporal feature selection for P300-based BCI speller

2011 ◽  
Vol 5 (4) ◽  
pp. 387-398 ◽  
Author(s):  
Jinyi Long ◽  
Zhenghui Gu ◽  
Yuanqing Li ◽  
Tianyou Yu ◽  
Feng Li ◽  
...  
Keyword(s):  
Feature Selection ◽  
Selection For ◽  
Spatio Temporal ◽  
Temporal Feature
Sign in / Sign up

Export Citation Format

Share Document