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COLT
1998
Springer
15 years 5 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
122
Voted
CASES
2006
ACM
15 years 4 months ago
Power efficient branch prediction through early identification of branch addresses
Ever increasing performance requirements have elevated deeply pipelined architectures to a standard even in the embedded processor domain, requiring the incorporation of dynamic b...
Chengmo Yang, Alex Orailoglu
98
Voted
AICCSA
2006
IEEE
121views Hardware» more  AICCSA 2006»
15 years 2 months ago
Software Defect Prediction Using Regression via Classification
In this paper we apply a machine learning approach to the problem of estimating the number of defects called Regression via Classification (RvC). RvC initially automatically discr...
Stamatia Bibi, Grigorios Tsoumakas, Ioannis Stamel...
ARCSF
2008
15 years 2 months ago
Probabilistic Prediction of Student Affect from Hand Gestures
Abstract-- Affective information is vital for effective human-tohuman communication. Likewise, human-to-computer communication could be potentiated by an "affective barometer&...
Abdul Rehman Abbasi, Matthew N. Dailey, Nitin V. A...
120
Voted
ICWS
2007
IEEE
15 years 2 months ago
Capacity Management and Demand Prediction for Next Generation Data Centers
Advances in server, network, and storage virtualization are enabling the creation of resource pools of servers that permit multiple application workloads to share each server in t...
Daniel Gmach, Jerry Rolia, Ludmila Cherkasova, Alf...