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CHI
2009
ACM
16 years 4 months ago
Graspables: grasp-recognition as a user interface
The Graspables project is an exploration of how measuring the way people hold and manipulate objects can be used as a user interface. As computational ability continues to be impl...
Brandon T. Taylor, V. Michael Bove Jr.
MCS
2010
Springer
15 years 10 months ago
Estimation of the Number of Clusters Using Multiple Clustering Validity Indices
One of the challenges in unsupervised machine learning is finding the number of clusters in a dataset. Clustering Validity Indices (CVI) are popular tools used to address this pro...
Krzysztof Kryszczuk, Paul Hurley
118
Voted
MCS
2009
Springer
15 years 10 months ago
Selective Ensemble under Regularization Framework
An ensemble is generated by training multiple component learners for a same task and then combining them for predictions. It is known that when lots of trained learners are availab...
Nan Li, Zhi-Hua Zhou
MCS
2009
Springer
15 years 10 months ago
Improved Uniformity Enforcement in Stochastic Discrimination
There are a variety of methods for inducing predictive systems from observed data. Many of these methods fall into the field of study of machine learning. Some of the most effec...
Matthew Prior, Terry Windeatt
MCS
2009
Springer
15 years 10 months ago
Constraints in Weighted Averaging
Weighted averaging of classifier outputs is used in many MCSs, yet is still not well understood. Several empirical studies have investigated the effect that non-negativity and su...
Amber Tomas