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» A numerical method for mass spectral data analysis
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BMCBI
2010
122views more  BMCBI 2010»
15 years 5 months ago
Ovarian cancer classification based on dimensionality reduction for SELDI-TOF data
Background: Recent advances in proteomics technologies such as SELDI-TOF mass spectrometry has shown promise in the detection of early stage cancers. However, dimensionality reduc...
Kai-Lin Tang, Tong-Hua Li, Wen-Wei Xiong, Kai Chen
DMIN
2008
152views Data Mining» more  DMIN 2008»
15 years 7 months ago
PCS: An Efficient Clustering Method for High-Dimensional Data
Clustering algorithms play an important role in data analysis and information retrieval. How to obtain a clustering for a large set of highdimensional data suitable for database ap...
Wei Li 0011, Cindy Chen, Jie Wang
IDA
2010
Springer
15 years 4 months ago
Multi-dimensional data construction method with its application to learning from small-sample-sets
Insufficient training data is one of the major problems in neural network learning, because it leads to poor learning performance. In order to enhance an intelligent learning proc...
Hsiao-Fan Wang, Chun-Jung Huang
ICMCS
2006
IEEE
120views Multimedia» more  ICMCS 2006»
15 years 11 months ago
Detecting Musical Sounds in Broadcast Audio Based on Pitch Tuning Analysis
Detecting the presence of musical sounds in broadcast audio is important for content-based indexing and retrieval of auditory and visual information in radio and TV programs. In t...
Yongwei Zhu, Qibin Sun, Susanto Rahardja
BMCBI
2007
149views more  BMCBI 2007»
15 years 5 months ago
Robust imputation method for missing values in microarray data
Background: When analyzing microarray gene expression data, missing values are often encountered. Most multivariate statistical methods proposed for microarray data analysis canno...
Dankyu Yoon, Eun-Kyung Lee, Taesung Park