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» Identifying Conditional Causal Effects
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81
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ICML
2002
IEEE
16 years 1 months ago
Partially Supervised Classification of Text Documents
We investigate the following problem: Given a set of documents of a particular topic or class ?, and a large set ? of mixed documents that contains documents from class ? and othe...
Bing Liu, Wee Sun Lee, Philip S. Yu, Xiaoli Li
91
Voted
ICIAP
2007
ACM
16 years 24 days ago
A Framework for False Positive Suppression in Video Segmentation
Object detection in video surveillance is typically done through background subtraction or temporal differencing. While these techniques perform very well under scenes where there...
Min Han Tun, Geoff A. W. West, Tele Tan
87
Voted
GECCO
2005
Springer
136views Optimization» more  GECCO 2005»
15 years 6 months ago
Preventing overfitting in GP with canary functions
Overfitting is a fundamental problem of most machine learning techniques, including genetic programming (GP). Canary functions have been introduced in the literature as a concept ...
Nate Foreman, Matthew P. Evett
126
Voted
NETWORKING
2004
15 years 2 months ago
Experimental Analysis of the SABUL Congestion Control Algorithm
Several new protocols such as RBUDP, User-Level UDP, Tsunami, and SABUL, have been proposed as alternatives to TCP for high speed data transfer. The purpose of this paper is to an...
Phoemphun Oothongsap, Yannis A. Viniotis, Mladen A...
WSC
2004
15 years 2 months ago
Utilizing Simulation to Evaluate Business Decisions in Sense-and-Respond Systems
Simulation can be an effective way to evaluate alternative decisions in Sense-and-Respond systems prior to taking actions to resolve existing or anticipated business situations. I...
Paul Huang, Young M. Lee, Lianjun An, Markus Ettl,...