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ML
2000
ACM
124views Machine Learning» more  ML 2000»
14 years 11 months ago
Text Classification from Labeled and Unlabeled Documents using EM
This paper shows that the accuracy of learned text classifiers can be improved by augmenting a small number of labeled training documents with a large pool of unlabeled documents. ...
Kamal Nigam, Andrew McCallum, Sebastian Thrun, Tom...
CN
1998
64views more  CN 1998»
14 years 11 months ago
Decentralized Network Connection Preemption Algorithms
Connection preemption provides available and reliable services to high-priority connections when a network is heavily loaded and connection request arrival patterns are unknown, o...
Mohammad Peyravian, Ajay D. Kshemkalyani
IJMMS
1998
153views more  IJMMS 1998»
14 years 11 months ago
Brahms: simulating practice for work systems design
A continuing problem in business today is the design of human-computer systems that respect how work actually gets done. The overarching context of work consists of activities, wh...
William J. Clancey, Patricia Sachs, Maarten Sierhu...
MMS
1998
14 years 11 months ago
Packet Audio Playout Delay Adjustment: Performance Bounds and Algorithms
In packet audio applications, packets are buffered at a receiving site and their playout delayed in order to compensate for variable network delays. In this paper, we consider the ...
Sue B. Moon, James F. Kurose, Donald F. Towsley
PAMI
2002
122views more  PAMI 2002»
14 years 11 months ago
Analytic PCA Construction for Theoretical Analysis of Lighting Variability in Images of a Lambertian Object
We analyze theoretically the subspace best approximating images of a convex Lambertian object taken from the same viewpoint, but under different distant illumination conditions. Si...
Ravi Ramamoorthi