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RTSS
1998
IEEE
15 years 11 months ago
Statistical Delay Guarantee of Virtual Clock
In this paper, we derive a statistical delay guarantee of the generalized Virtual Clock scheduling algorithm. We define the concept of an equivalent fluid and packet source and pr...
Pawan Goyal, Harrick M. Vin
AI
1998
Springer
15 years 11 months ago
ELEM2: A Learning System for More Accurate Classifications
We present ELEM2, a new method for inducing classification rules from a set of examples. The method employs several new strategies in the induction and classification processes to ...
Aijun An, Nick Cercone
ALT
1998
Springer
15 years 11 months ago
Predictive Learning Models for Concept Drift
Concept drift means that the concept about which data is obtained may shift from time to time, each time after some minimum permanence. Except for this minimum permanence, the con...
John Case, Sanjay Jain, Susanne Kaufmann, Arun Sha...
HT
1998
ACM
15 years 11 months ago
Evaluation of Hypermedia Application Development and Management Systems
In this paper we propose and study a framework for evaluating Hypermedia Application Development and Management Systems (HADMS) in relation to specific application requirements. W...
Sotiris P. Christodoulou, Georgios D. Styliaras, T...
COLT
1998
Springer
15 years 11 months ago
Improved Boosting Algorithms using Confidence-Rated Predictions
Abstract. We describe several improvements to Freund and Schapire's AdaBoost boosting algorithm, particularly in a setting in which hypotheses may assign confidences to each o...
Robert E. Schapire, Yoram Singer