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ICMLA
2009
15 years 4 months ago
Regularizing the Local Similarity Discriminant Analysis Classifier
Abstract--We investigate parameter-based and distributionbased approaches to regularizing the generative, similarity-based classifier called local similarity discriminant analysis ...
Luca Cazzanti, Maya R. Gupta
JMLR
2010
146views more  JMLR 2010»
15 years 1 months ago
Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking
The success of simple methods for classification shows that is is often not necessary to model complex attribute interactions to obtain good classification accuracy on practical p...
Albert Bifet, Eibe Frank, Geoffrey Holmes, Bernhar...
UPP
2004
Springer
16 years 14 days ago
From Prescriptive Programming of Solid-State Devices to Orchestrated Self-organisation of Informed Matter
Abstract. Achieving real-time response to complex, ambiguous, highbandwidth data is impractical with conventional programming. Only the narrow class of compressible input-output ma...
Klaus-Peter Zauner
CHI
2005
ACM
16 years 7 months ago
Implications for designing the user experience of DVD menus
DVD menus often miss out on usability and are complex and difficult to navigate through. One of the main problems is the lack of design standards. By conducting an expert walkthro...
Thomas Költringer, Martin Tomitsch, Karin Kap...
DATE
2009
IEEE
138views Hardware» more  DATE 2009»
16 years 1 months ago
Hardware/software co-design architecture for thermal management of chip multiprocessors
—The sustained push for performance, transistor count, and instruction level parallelism has reached a point where chip level power density issues are at the forefront of design ...
Omer Khan, Sandip Kundu
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