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» Generality Is Predictive of Prediction Accuracy
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MCS
2009
Springer
14 years 1 months ago
Regularized Linear Models in Stacked Generalization
Abstract. Stacked generalization is a flexible method for multiple classifier combination; however, it tends to overfit unless the combiner function is sufficiently smooth. Prev...
Samuel Robert Reid, Gregory Z. Grudic
ITS
2010
Springer
163views Multimedia» more  ITS 2010»
13 years 11 months ago
Correcting Scientific Knowledge in a General-Purpose Ontology
General-purpose ontologies (e.g. WordNet) are convenient, but they are not always scientifically valid. We draw on techniques from semantic class learning to improve the scientific...
Michael Lipschultz, Diane J. Litman
SIMPRA
2010
137views more  SIMPRA 2010»
13 years 7 months ago
Co-simulation for performance prediction of integrated building and HVAC systems - An analysis of solution characteristics using
Integrated performance simulation of buildings and heating, ventilation and airconditioning (HVAC) systems can help reducing energy consumption and increasing occupant comfort. Ho...
Marija Trcka, Jan L. M. Hensen, Michael Wetter
IADIS
2003
13 years 10 months ago
Prediction Strategies in a TV Recommender System - Method and Experiments
Predicting the interests of a user in information is an important process in personalized information systems. In this paper, we present a way to create prediction engines that al...
Mark van Setten, Mettina Veenstra, Anton Nijholt, ...
ISCA
1998
IEEE
119views Hardware» more  ISCA 1998»
14 years 1 months ago
Using Prediction to Accelerate Coherence Protocols
Most large shared-memory multiprocessors use directory protocols to keep per-processor caches coherent. Some memory references in such systems, however, suffer long latencies for ...
Shubhendu S. Mukherjee, Mark D. Hill