Sciweavers

13 search results - page 1 / 3
» Mining for Causes of Cancer: Machine Learning Experiments at...
Sort
View
KDD
1997
ACM
107views Data Mining» more  KDD 1997»
13 years 8 months ago
Mining for Causes of Cancer: Machine Learning Experiments at Various Levels of Detail
Stefan Kramer, Bernhard Pfahringer, Christoph Helm...
BMCBI
2008
219views more  BMCBI 2008»
13 years 4 months ago
Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles
Background: Pancreatic cancer is the fourth leading cause of cancer death in the United States. Consequently, identification of clinically relevant biomarkers for the early detect...
Guangtao Ge, G. William Wong
KDD
2005
ACM
130views Data Mining» more  KDD 2005»
14 years 5 months ago
Simple and effective visual models for gene expression cancer diagnostics
In the paper we show that diagnostic classes in cancer gene expression data sets, which most often include thousands of features (genes), may be effectively separated with simple ...
Gregor Leban, Minca Mramor, Ivan Bratko, Blaz Zupa...
ICDM
2009
IEEE
198views Data Mining» more  ICDM 2009»
13 years 11 months ago
Information Extraction for Clinical Data Mining: A Mammography Case Study
Abstract—Breast cancer is the leading cause of cancer mortality in women between the ages of 15 and 54. During mammography screening, radiologists use a strict lexicon (BI-RADS) ...
Houssam Nassif, Ryan Woods, Elizabeth S. Burnside,...
KDD
2005
ACM
139views Data Mining» more  KDD 2005»
13 years 10 months ago
Learning to predict train wheel failures
This paper describes a successful but challenging application of data mining in the railway industry. The objective is to optimize maintenance and operation of trains through prog...
Chunsheng Yang, Sylvain Létourneau