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» Machine-Learning Applications of Algorithmic Randomness
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IUI
2010
ACM
15 years 8 months ago
Lowering the barriers to website testing with CoTester
In this paper, we present CoTester, a system designed to decrease the difficulty of testing web applications. CoTester allows testers to create test scripts that are represented ...
Jalal Mahmud, Tessa Lau
CIKM
2005
Springer
15 years 7 months ago
A novel refinement approach for text categorization
In this paper we present a novel strategy, DragPushing, for improving the performance of text classifiers. The strategy is generic and takes advantage of training errors to succes...
Songbo Tan, Xueqi Cheng, Moustafa Ghanem, Bin Wang...
AAAI
2010
15 years 3 months ago
Structure Learning for Markov Logic Networks with Many Descriptive Attributes
Many machine learning applications that involve relational databases incorporate first-order logic and probability. Markov Logic Networks (MLNs) are a prominent statistical relati...
Hassan Khosravi, Oliver Schulte, Tong Man, Xiaoyua...
JCB
2002
160views more  JCB 2002»
15 years 1 months ago
Inference from Clustering with Application to Gene-Expression Microarrays
There are many algorithms to cluster sample data points based on nearness or a similarity measure. Often the implication is that points in different clusters come from different u...
Edward R. Dougherty, Junior Barrera, Marcel Brun, ...
ICC
2007
IEEE
126views Communications» more  ICC 2007»
15 years 8 months ago
Stochastic RED and Its Applications
Abstract— In this paper, we present a novel fair queue management algorithm called Stochastic RED (StoRED), inspired by the well known stochastic fair queuing and based on the ra...
Shan Chen, Zhen Zhou, Brahim Bensaou