A lifting-based knowledge discovery in microarray data

被引：0

作者：

Barlowe, SA ^{[1
]}

Tashakkori, R ^{[1
]}

机构：

[1] Appalachian State Univ, Dept Comp Sci, Boone, NC 28608 USA

来源：

METMBS '05: PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON MATHEMATICS AND ENGINEERING TECHNIQUES IN MEDICINE AND BIOLOGICAL SCIENCES | 2005年

关键词：

knowledge discovery; microarray; wavelets; lifting; hierarchical clustering; bioinformatics;

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

This paper presents an application of lifting, the new integer-based wavelets, to knowledge discovery of microarray data. Microarrays can contain expression profiles for thousands of genes on a single chip. Analysis of microarrays, which includes clustering, aid.; researchers in better understanding of genetic behavior under specific circumstances and can lead to the development of new treatments and diagnostics. This paper demonstrates how lifting schemes can be used to make microarray analysis more efficient by reducing the amount of data necessary to perform clustering.

引用

页码：291 / 296

页数：6

共 50 条

[21] FPGA Implementation of Lifting-Based Data Hiding Scheme for Efficient Quality Access Control of Images
Phadikar, Amit
Maity, Goutam Kumar
Chiu, Tien-Lung
Mandal, Himadri
[J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2019, 38 (02) : 847 - 873
[22] Towards Knowledge Discovery from cDNA Microarray Gene Expression Data
Komorowski, Jan
Hvidsten, Torgeir R.
Jenssen, Tor-Kristian
Tjeldvoll, Dyre
Hovig, Eivind
Sandvik, Arne K.
Laegreid, Astrid
[J]. LECTURE NOTES IN COMPUTER SCIENCE <D>, 2000, 1910 : 470 - 475
[23] A VLSI implementation of lifting-based forward and inverse wavelet transform
Liu Leibo
Zhang Milin
Meng Hongying
Zhang Li
Wang Zhihua
[J]. CHINESE JOURNAL OF ELECTRONICS, 2007, 16 (03) : 423 - 428
[24] An Efficient Architecture for Modified Lifting-Based Discrete Wavelet Transform
Rohan Pinto
Kumara Shama
[J]. Sensing and Imaging, 2020, 21
[25] Investigation of Lifting-Based Hardware Architectures for Discrete Wavelet Transform
Salehi, Sayed Ahmad
Sadri, Saeed
[J]. CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2009, 28 (01) : 1 - 16
[26] A Novel Image Encryption Algorithm Based on Lifting-based Wavelet Transform
Zuo, Jinglong
Cui, Delong
Gong, Yunfeng
Liu, Mei
[J]. 2015 2ND INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING ICISCE 2015, 2015, : 33 - 36
[27] Lifting-based Wavelet Transform for Images on Modem CPU Architectures
Maly, Jan
Rajmic, Pavel
[J]. ICSES 2008 INTERNATIONAL CONFERENCE ON SIGNALS AND ELECTRONIC SYSTEMS, CONFERENCE PROCEEDINGS, 2008, : 177 - 180
[28] Construction and selection of lifting-based multiwavelets for Mechanical fault detection
Yuan, Jing
He, Zhengjia
Zi, Yanyang
Wei, Ying
[J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2013, 40 (02) : 571 - 588
[29] VLSI architectures for lifting-based discrete wavelet packet transform
Wang, Chao
Gan, Woon-Seng
Shi, Xiaomeng
Yeo, Kiat-Seng
[J]. 2007 INTERNATIONAL SYMPOSIUM ON INTEGRATED CIRCUITS, VOLS 1 AND 2, 2007, : 188 - +
[30] Weighted adaptive lifting-based wavelet transform for image coding
Liu, Yu
Ngan, King Ngi
[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2008, 17 (04) : 500 - 511

← 1 2 3 4 5 →