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» Classification Based on Multiple-Resolution Data View
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110
Voted
KDD
2001
ACM
164views Data Mining» more  KDD 2001»
16 years 2 months ago
Data mining criteria for tree-based regression and classification
This paper is concerned with the construction of regression and classification trees that are more adapted to data mining applications than conventional trees. To this end, we pro...
Andreas Buja, Yung-Seop Lee
97
Voted
CHI
2008
ACM
16 years 2 months ago
Supporting the analytical reasoning process in information visualization
This paper presents a new information visualization framework that supports the analytical reasoning process. It consists of three views - a data view, a knowledge view and a navi...
Yedendra Babu Shrinivasan, Jarke J. van Wijk
120
Voted
CVPR
2005
IEEE
16 years 4 months ago
Part-Based Statistical Models for Object Classification and Detection
We propose using simple mixture models to define a set of mid-level binary local features based on binary oriented edge input. The features capture natural local structures in the...
Elliot Joel Bernstein, Yali Amit
122
Voted
AIRS
2010
Springer
15 years 5 days ago
Semantic Relation Extraction Based on Semi-supervised Learning
Many tasks of information extraction or natural language processing have a property that the data naturally consist of several views--disjoint subsets of features. Specifically, a ...
Haibo Li, Yutaka Matsuo, Mitsuru Ishizuka
122
Voted
NIPS
2004
15 years 3 months ago
On Semi-Supervised Classification
A graph-based prior is proposed for parametric semi-supervised classification. The prior utilizes both labelled and unlabelled data; it also integrates features from multiple view...
Balaji Krishnapuram, David Williams, Ya Xue, Alexa...