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166
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BMCBI
2011
14 years 8 months ago
Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble
Background: Automated, image based high-content screening is a fundamental tool for discovery in biological science. Modern robotic fluorescence microscopes are able to capture th...
Bailing Zhang, Tuan D. Pham
118
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ECSQARU
2009
Springer
15 years 8 months ago
Probability Density Estimation by Perturbing and Combining Tree Structured Markov Networks
To explore the Perturb and Combine idea for estimating probability densities, we study mixtures of tree structured Markov networks derived by bagging combined with the Chow and Liu...
Sourour Ammar, Philippe Leray, Boris Defourny, Lou...
111
Voted
TACAS
2005
Springer
98views Algorithms» more  TACAS 2005»
15 years 7 months ago
Monte Carlo Model Checking
We present MC2 , what we believe to be the first randomized, Monte Carlo algorithm for temporal-logic model checking, the classical problem of deciding whether or not a property s...
Radu Grosu, Scott A. Smolka
121
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WSC
2008
15 years 4 months ago
Assignment of probabilities to events for combat simulation
Multitrajectory simulation allows explicit management of random events by allowing particular events to be resolved by random draw, by a deterministic choice, or by creating new s...
John B. Gilmer Jr., Frederick J. Sullivan
95
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CVPR
2007
IEEE
16 years 4 months ago
Cast Shadow Removal Combining Local and Global Features
In this paper, we present a method using pixel-level information, local region-level information and global-level information to remove shadow. At the pixel-level, we employ GMM t...
Zhou Liu, Kaiqi Huang, Tieniu Tan, Liangsheng Wang