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» Learning the Common Structure of Data
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142
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AAAI
2008
15 years 5 months ago
Text Categorization with Knowledge Transfer from Heterogeneous Data Sources
Multi-category classification of short dialogues is a common task performed by humans. When assigning a question to an expert, a customer service operator tries to classify the cu...
Rakesh Gupta, Lev-Arie Ratinov
135
Voted
ICIP
2006
IEEE
16 years 5 months ago
Hierarchical Data Structure for Real-Time Background Subtraction
This paper seeks to increase the efficiency of background subtraction algorithms for motion detection. Our method uses a quadtree-base hierarchical framework that samples a small ...
Johnny Park, Amy Tabb, Avinash C. Kak
ICML
2005
IEEE
16 years 4 months ago
Near-optimal sensor placements in Gaussian processes
When monitoring spatial phenomena, which are often modeled as Gaussian Processes (GPs), choosing sensor locations is a fundamental task. A common strategy is to place sensors at t...
Carlos Guestrin, Andreas Krause, Ajit Paul Singh
105
Voted
CBMS
2007
IEEE
15 years 10 months ago
Temporal Constraints Approximation from Data about Medical Procedures
Proposing a treatment to patients is one of the physicians’ most common tasks. There are different elements that influence the decision of a physician to propose an appropriate ...
Aida Kamisalic, David Riaño, Francis Real, ...
ACL
2007
15 years 5 months ago
A fully Bayesian approach to unsupervised part-of-speech tagging
Unsupervised learning of linguistic structure is a difficult problem. A common approach is to define a generative model and maximize the probability of the hidden structure give...
Sharon Goldwater, Tom Griffiths