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» On Evaluation Methodologies for Text Segmentation Algorithms
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CIKM
2007
Springer
14 years 13 days ago
Regularized locality preserving indexing via spectral regression
We consider the problem of document indexing and representation. Recently, Locality Preserving Indexing (LPI) was proposed for learning a compact document subspace. Different from...
Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han
CVHI
2007
13 years 7 months ago
SUBPAL: A Device for Reading Aloud Subtitles from Television and Cinema
: The primary focus of this paper is accessibility barriers for visually impaired people and people with dyslexia. Due to their disability a segment of these people have limited ac...
Simon Nielsen, Hans-Heinrich Bothe
MM
2009
ACM
260views Multimedia» more  MM 2009»
14 years 23 days ago
Web image mining towards universal age estimator
In this paper, we present an automatic web image mining system towards building a universal human age estimator based on facial information, which is applicable to all ethnic grou...
Bingbing Ni, Zheng Song, Shuicheng Yan
CIKM
2005
Springer
13 years 11 months ago
Learning to summarise XML documents using content and structure
Documents formatted in eXtensible Markup Language (XML) are becoming increasingly available in collections of various document types. In this paper, we present an approach for the...
Massih-Reza Amini, Anastasios Tombros, Nicolas Usu...
KDD
2004
ACM
154views Data Mining» more  KDD 2004»
14 years 6 months ago
Diagnosing extrapolation: tree-based density estimation
There has historically been very little concern with extrapolation in Machine Learning, yet extrapolation can be critical to diagnose. Predictor functions are almost always learne...
Giles Hooker