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137
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SDM
2007
SIAM
131views Data Mining» more  SDM 2007»
15 years 5 months ago
Load Shedding in Classifying Multi-Source Streaming Data: A Bayes Risk Approach
In many applications, we monitor data obtained from multiple streaming sources for collective decision making. The task presents several challenges. First, data in sensor networks...
Yijian Bai, Haixun Wang, Carlo Zaniolo
122
Voted
SDM
2007
SIAM
177views Data Mining» more  SDM 2007»
15 years 5 months ago
Multi-way Clustering on Relation Graphs
A number of real-world domains such as social networks and e-commerce involve heterogeneous data that describes relations between multiple classes of entities. Understanding the n...
Arindam Banerjee, Sugato Basu, Srujana Merugu
126
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WSC
2004
15 years 5 months ago
Future of Simulation in Biotechnology Industry
In the 21st century, the Biotechnology industry has the potential to inspire a number of management tools and theories, just as the Automobile industry did in the 20th century. Th...
Prasad V. Saraph
162
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NIPS
1997
15 years 5 months ago
Relative Loss Bounds for Multidimensional Regression Problems
We study on-line generalized linear regression with multidimensional outputs, i.e., neural networks with multiple output nodes but no hidden nodes. We allow at the final layer tra...
Jyrki Kivinen, Manfred K. Warmuth
130
Voted
BMCBI
2010
112views more  BMCBI 2010»
15 years 3 months ago
Orientation-dependent backbone-only residue pair scoring functions for fixed backbone protein design
Background: Empirical scoring functions have proven useful in protein structure modeling. Most such scoring functions depend on protein side chain conformations. However, backbone...
Andrew J. Bordner
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