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ECML
2007
Springer
15 years 10 months ago
Avoiding Boosting Overfitting by Removing Confusing Samples
Boosting methods are known to exhibit noticeable overfitting on some datasets, while being immune to overfitting on other ones. In this paper we show that standard boosting algorit...
Alexander Vezhnevets, Olga Barinova
HUC
2007
Springer
15 years 10 months ago
A Statistical Reasoning System for Medication Prompting
We describe our experience building and using a reasoning system for providing context-based prompts to elders to take their medication. We describe the process of specification, ...
Sengul Vurgun, Matthai Philipose, Misha Pavel
WADS
2007
Springer
89views Algorithms» more  WADS 2007»
15 years 10 months ago
Dynamic TCP Acknowledgment with Sliding Window
The dynamic TCP acknowledgement problem formulated by Dooly et al. has been intensively studied in the area of competitive analysis. However, their framework does not consider the ...
Hisashi Koga
APCCAS
2006
IEEE
251views Hardware» more  APCCAS 2006»
15 years 10 months ago
Design of a Dynamic PCM Selector for Non-deterministic Environment
—The quality of transmission is very important in digital communication. However, in non-deterministic environment or different transmission message signal, bit error rate of PCM...
Liang-Bi Chen, Ing-Jer Huang, Yuan-Long Jeang
147
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INFOCOM
2006
IEEE
15 years 10 months ago
Media Streaming via TFRC: An Analytical Study of the Impact of TFRC on User-Perceived Media Quality
— TCP-Friendly Rate Control (TFRC) is being adopted in Internet standards for congestion control of various streaming media applications. In this paper, we consider the transmiss...
Lisong Xu, Josh Helzer