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» A Calculus for Data Mapping
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PAKDD
2005
ACM
133views Data Mining» more  PAKDD 2005»
15 years 3 months ago
Feature Selection for High Dimensional Face Image Using Self-organizing Maps
: While feature selection is very difficult for high dimensional, unstructured data such as face image, it may be much easier to do if the data can be faithfully transformed into l...
Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zh...
WISE
2000
Springer
15 years 2 months ago
VideoMAP*: A Web-based Architecture for a Spatio-Temporal Video Database Management System
In this paper, we present a web-based architecture of a spatiotemporal video data management system, which can accommodate a wide range of activities by various types of users. Be...
Shermann S.-M. Chan, Qing Li
IJIT
2004
14 years 11 months ago
AudioMine: Medical Data Mining in Heterogeneous Audiology Records
We report on the results of a pilot study in which a data-mining tool was developed for mining audiology records. The records were heterogeneous in that they contained numeric, cat...
Shaun Cox, Michael P. Oakes, Stefan Wermter, Mauri...
VISUALIZATION
1998
IEEE
15 years 2 months ago
Size preserving pattern mapping
We introduce a new approach for mapping texture on volumetric iso-surfaces and parametric surfaces. Our approach maps 2D images on surfaces while maintaining continuity and preser...
Yair Kurzion, Torsten Möller, Roni Yagel
NN
2006
Springer
14 years 9 months ago
Missing data imputation through GTM as a mixture of t-distributions
The Generative Topographic Mapping (GTM) was originally conceived as a probabilistic alternative to the well-known, neural networkinspired, Self-Organizing Maps. The GTM can also ...
Alfredo Vellido