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» Unsupervised Duplicate Detection Using Sample Non-duplicates
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BMCBI
2010
107views more  BMCBI 2010»
13 years 5 months ago
TagCleaner: Identification and removal of tag sequences from genomic and metagenomic datasets
Background: Sequencing metagenomes that were pre-amplified with primer-based methods requires the removal of the additional tag sequences from the datasets. The sequenced reads ca...
Robert Schmieder, Yan Wei Lim, Forest Rohwer, Robe...
SIGMOD
2010
ACM
207views Database» more  SIGMOD 2010»
13 years 5 months ago
Leveraging spatio-temporal redundancy for RFID data cleansing
Radio Frequency Identification (RFID) technologies are used in many applications for data collection. However, raw RFID readings are usually of low quality and may contain many an...
Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Min-Te Su...
NIPS
2008
13 years 6 months ago
Natural Image Denoising with Convolutional Networks
We present an approach to low-level vision that combines two main ideas: the use of convolutional networks as an image processing architecture and an unsupervised learning procedu...
Viren Jain, H. Sebastian Seung
BMCBI
2002
89views more  BMCBI 2002»
13 years 5 months ago
Sources of variability and effect of experimental approach on expression profiling data interpretation
Background: We provide a systematic study of the sources of variability in expression profiling data using 56 RNAs isolated from human muscle biopsies (34 Affymetrix MuscleChip ar...
Marina Bakay, Yi-Wen Chen, Rehannah H. A. Borup, P...