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Integrative approaches for microRNA target prediction: combining sequence information and the paired mRNA and miRNA expression profiles
miRNA target prediction expression profile integrative analysis
2016/1/25
Gene regulation is a key factor in gaining a full understanding of molecular biology. microRNA (miRNA), a novel class of non-coding RNA, has recently been found to be one crucial class of post-transac...
Information Theory Based Estimator of the Number of Sources in a Sparse Linear Mixing Model
Information Theory Estimator of the Number of Sources Sparse Linear Mixing Model
2015/9/29
In this paper we present an Information Theoretic Estimator for the number of sources mutuallydisjoint in a linear mixing model. The approach follows the Minimum Description Length prescription and is...
Information-Theoretically Optimal Compressed Sensing via Spatial Coupling and Approximate Message Passing
Compressed sensing random sensing matrix the space coupling space coupling
2015/8/21
We study the compressed sensing reconstruction problem for a broad class of random, banddiagonal sensing matrices. This construction is inspired by the idea of spatial coupling in coding theory. As de...
An Information-Theoretic Approach to Traffic Matrix Estimation
Traffi c Matrix Estimation Information Theory
2015/8/21
Traffic matrices are required inputs for many IP network management tasks: for instance, capacity planning, traffic engineering and
network reliability analysis. However, it is diffi...
Information Theoretic Limits on Learning Stochastic Differential Equations
Stochastic differential equation the coefficient
2015/8/21
Consider the problem of learning the drift coefficient of a stochastic differential equation from a sample path. In this paper, we assume that the drift is parametrized by a highdimensional vector. We...
The Sentimental Factor:Improving Review Classification via Human-Provided Information
Sentimental Factor Review Classification Human-Provided Information
2015/8/21
Sentiment classification is the task of labeling a review document according to the polarity of its prevailing opinion (favorable or unfavorable). In approaching this problem, a model builder often ha...
Improving Random Projections Using Marginal Information
Random Projections Marginal Information
2015/8/21
We present an improved version of random projections that takes advantage of marginal norms. Using a maximum likelihood estimator (MLE), marginconstrained random projections can improve estimation acc...
Associate Professor Dawn B. Woodard，School of Operations Research and Information Engineering at Cornell University（图）
Associate Professor Dawn B. Woodard School of Operations Research and Information Engineering at Cornell University
2015/8/14
Dawn Woodard received her B.S. from Stanford University in 2001 and her Ph.D. in statistics from Duke University in 2007. She joined Cornell University in 2008, where she is currently an Associate Pro...
Professor David P Williamson，School of Operations Research and Information Engineering at Cornell University（图）
Professor David P Williamson School of Operations Research and Information Engineering at Cornell University
2015/8/14
David P. Williamson is a Professor at Cornell University in the School of Operations Research and Information Engineering. He received his Ph.D. in Computer Science from MIT under Professor Michel X. ...
Professor Bruce William Turnbull，School of Operations Research and Information Engineering at Cornell University（图）
Professor Bruce William Turnbull School of Operations Research and Information Engineering at Cornell University
2015/8/14
Bruce Turnbull received the B.S. from Cambridge University in 1967 and the Ph.D. from Cornell University in 1971 After serving on the faculty at Stanford University and at the University of Oxford, he...
Professor Leslie Earl Trotter，School of Operations Research and Information Engineering at Cornell University（图）
Professor Leslie Earl Trotter School of Operations Research and Information Engineering at Cornell University
2015/8/14
Leslie Trotter received an A.B. (Mathematics) from Princeton University in 1965, an M.S. (Industrial and Systems Engineering) from Georgia Institute of Technology in 1971, and a Ph.D. (Operations Rese...
Professor Huseyin Topaloglu，School of Operations Research and Information Engineering at Cornell University（图）
Professor Huseyin Topaloglu School of Operations Research and Information Engineering at Cornell University
2015/8/14
Huseyin Topaloglu is a Professor in the School of Operations Research and Information Engineering. He got his B.Sc. in Industrial Engineering from Bogazici University of Turkey and his Ph.D. in Operat...
Professor Robert Gary Bland，School of Operations Research and Information Engineering at Cornell University（图）
Professor Robert Gary Bland School of Operations Research and Information Engineering at Cornell University
2015/8/14
Professor Robert Bland received B.S. (1969), M.S. (1972) and Ph.D. (1974) degrees from Cornell University. Ph.D. student of D.R. Fulkerson, NSF Graduate Fellow. CORE Postdoctoral Fellow (1975-1977), G...
Professor Gennady Samorodnitsky，School of Operations Research and Information Engineering at Cornell University（图）
Professor Gennady Samorodnitsky School of Operations Research and Information Engineering at Cornell University
2015/8/14
Gennady Samorodnitsky received his B.S. in 1978 from the Moscow Steel and Alloys Institute, USSR, his M.S. and his D. Sc. 1986 from Technion, Israel in 1983. He joined the School of Operations Researc...
Professor James Renegar，School of Operations Research and Information Engineering at Cornell University（图）
Professor James Renegar School of Operations Research and Information Engineering at Cornell University
2015/8/14
James Renegar is a Professor in the School of Operations Research and Information Engineering, where he has been on the Faculty since 1987, and served as Director 2004-09. In his research, Renegar foc...