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NIPS
1993
14 years 11 months ago
The Power of Amnesia
We propose a learning algorithm for a variable memory length Markov process. Human communication, whether given as text, handwriting, or speech, has multi characteristic time scal...
Dana Ron, Yoram Singer, Naftali Tishby
RECOMB
2007
Springer
15 years 3 months ago
Nucleosome Occupancy Information Improves de novo Motif Discovery
A complete understanding of transcriptional regulatory processes in the cell requires identification of transcription factor binding sites on a genomewide scale. Unfortunately, th...
Leelavati Narlikar, Raluca Gordân, Alexander...
92
Voted
BIOCOMP
2006
14 years 11 months ago
Data Mining of ESTs for Genetic Improvement of Salt Tolerance in Wheat
A total of 4,131 expressed sequence tags (ESTs) were selected from wheat EST database (http://wheat.pw.usda.gov/cgi-bin/westsql/est_lib.cgi.) to identify genic regions differing a...
Meral Unal, Ismail Cakmak, Yildiz Aydin, Aysen Yum...
74
Voted
CSC
2006
14 years 11 months ago
B-Splines for Genomic Signatures
- A variety of data analysis concerned with genome sequences support the proposal that each living organism owns a genomic signature. Classical approaches to the genomic signature ...
Gennaro Iaccarino, Filomena de Santis
85
Voted
NIPS
2003
14 years 11 months ago
ICA-based Clustering of Genes from Microarray Expression Data
We propose an unsupervised methodology using independent component analysis (ICA) to cluster genes from DNA microarray data. Based on an ICA mixture model of genomic expression pa...
Su-In Lee, Serafim Batzoglou