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» On the Complexity of Numerical Analysis
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ESANN
2008
15 years 9 months ago
Methodology and standards for data analysis with machine learning tools
Many tools for data mining are complex and require skills and experience to be used successfully. Therefore, data mining is often considered an art as much as science. This paper p...
Damien François
NIPS
2004
15 years 9 months ago
Analysis of a greedy active learning strategy
act out the core search problem of active learning schemes, to better understand the extent to which adaptive labeling can improve sample complexity. We give various upper and low...
Sanjoy Dasgupta
167
Voted
COLING
1994
15 years 9 months ago
Towards a Proper Linguistic and Computational Treatment of Scrambling: An Analysis of Japanese
t This paper describes how recent linguistic results in explaining Japanese short and long distance scram hling (:an be directly incorporated into an existing principles-and-parame...
Sandiway Pong
187
Voted
CEC
2005
IEEE
16 years 1 months ago
Multiobjective clustering around medoids
Abstract- The large majority of existing clustering algorithms are centered around the notion of a feature, that is, individual data items are represented by their intrinsic proper...
Julia Handl, Joshua D. Knowles
MOC
1998
175views more  MOC 1998»
15 years 7 months ago
Convergence of a non-stiff boundary integral method for interfacial flows with surface tension
Boundary integral methods to simulate interfacial flows are very sensitive to numerical instabilities. In addition, surface tension introduces nonlinear terms with high order spat...
Héctor D. Ceniceros, Thomas Y. Hou