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» On the Structure of Syntenic Distance
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108
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AAAI
2006
15 years 2 months ago
Embedding Heterogeneous Data Using Statistical Models
Embedding algorithms are a method for revealing low dimensional structure in complex data. Most embedding algorithms are designed to handle objects of a single type for which pair...
Amir Globerson, Gal Chechik, Fernando Pereira, Naf...
135
Voted
BIOCOMP
2006
15 years 2 months ago
PAC: Progressive Alignment with Consensus Sequences
Computation of multiple sequence alignments is one of the major open problems in computational molecular biology. The purpose of this study was to provide a new method, PAC (Progre...
Ke Liu, Mansur H. Samadzadeh
92
Voted
CCCG
1993
15 years 2 months ago
Maintaining the Approximate Width of a Set of Points in the Plane
d abstract) Gunter Rotey Christian Schwarzz Jack Snoeyinkx The width of a set of n points in the plane is the smallest distance between two parallel lines that enclose the set. W...
Günter Rote, Christian Schwarz, Jack Snoeyink
TMM
2010
135views Management» more  TMM 2010»
14 years 7 months ago
Image Classification With Kernelized Spatial-Context
Abstract--The goal of image classification is to classify a collection of unlabeled images into a set of semantic classes. Many methods have been proposed to approach this goal by ...
Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang,...
KDD
2012
ACM
212views Data Mining» more  KDD 2012»
13 years 3 months ago
Fast bregman divergence NMF using taylor expansion and coordinate descent
Non-negative matrix factorization (NMF) provides a lower rank approximation of a matrix. Due to nonnegativity imposed on the factors, it gives a latent structure that is often mor...
Liangda Li, Guy Lebanon, Haesun Park