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» Pattern Recognition for Conditionally Independent Data
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PERCOM
2011
ACM
14 years 1 months ago
CASASviz: Web-based visualization of behavior patterns in smart environments
—The need to prolong the ability for older adults to live at home independently has become an important area of smart environment research. In this proposal, we demonstrate a web...
Chao Chen, Prafulla Dawadi
ICPR
2010
IEEE
15 years 2 months ago
Motif Discovery and Feature Selection for CRF-Based Activity Recognition
Abstract—Due to their ability to model sequential data without making unnecessary independence assumptions, conditional random fields (CRFs) have become an increasingly popular ...
Liyue Zhao, Xi Wang, Gita Sukthankar
SSPR
2004
Springer
15 years 2 months ago
Finding Clusters and Components by Unsupervised Learning
We present a tutorial survey on some recent approaches to unsupervised machine learning in the context of statistical pattern recognition. In statistical PR, there are two classica...
Erkki Oja
97
Voted
AUTOID
2005
IEEE
15 years 3 months ago
Guidelines for Appropriate Use of Simulated Data for Bio-Authentication Research
In this paper, we outline a framework for appropriate and proper usage of simulated data for biometric authentication. Currently, there are no formal guidelines concerning the use...
Yan Ma, Michael E. Schuckers, Bojan Cukic
CIKM
2008
Springer
14 years 11 months ago
Academic conference homepage understanding using constrained hierarchical conditional random fields
We address the problem of academic conference homepage understanding for the Semantic Web. This problem consists of three labeling tasks - labeling conference function pages, func...
Xin Xin, Juanzi Li, Jie Tang, Qiong Luo