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» On Issues of Instance Selection
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AIMSA
1998
Springer
15 years 7 months ago
Knowledge Granularity and Action Selection
Abstract. In this paper we introduce the concept of knowledge granularity and study its influence on an agent's action selection process. Action selection is critical to an ag...
Yiming Ye, John K. Tsotsos
CVPR
2004
IEEE
16 years 5 months ago
Feature Selection for Classifying High-Dimensional Numerical Data
Classifying high-dimensional numerical data is a very challenging problem. In high dimensional feature spaces, the performance of supervised learning methods suffer from the curse...
Yimin Wu, Aidong Zhang
112
Voted
CHI
2005
ACM
16 years 3 months ago
Media eyepliances: using eye tracking for remote control focus selection of appliances
This paper discusses the use of eye contact sensing for focus selection operations in remote controlled media appliances. Focus selection with remote controls tends to be cumberso...
Roel Vertegaal, Aadil Mamuji, Changuk Sohn, Daniel...
BTW
2005
Springer
118views Database» more  BTW 2005»
15 years 8 months ago
The MINERVA Project: Database Selection in the Context of P2P Search
: This paper presents the MINERVA project that protoypes a distributed search engine based on P2P techniques. MINERVA is layered on top of a Chord-style overlay network and uses a ...
Matthias Bender, Sebastian Michel, Gerhard Weikum,...
153
Voted
SDM
2012
SIAM
258views Data Mining» more  SDM 2012»
13 years 5 months ago
Feature Selection with Linked Data in Social Media
Feature selection is widely used in preparing highdimensional data for effective data mining. Increasingly popular social media data presents new challenges to feature selection....
Jiliang Tang, Huan Liu