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119
Voted
CRV
2008
IEEE
295views Robotics» more  CRV 2008»
15 years 8 months ago
3D Human Motion Tracking Using Dynamic Probabilistic Latent Semantic Analysis
We propose a generative statistical approach to human motion modeling and tracking that utilizes probabilistic latent semantic (PLSA) models to describe the mapping of image featu...
Kooksang Moon, Vladimir Pavlovic
HICSS
2008
IEEE
122views Biometrics» more  HICSS 2008»
15 years 8 months ago
A Meta-theory for Understanding IS in Socio-technical Systems
Information systems (IS) research often attempts to examine and explain how technology leads to outcomes through usage of information technology (IT). Although extensive research ...
Dominic M. Thomas, Saurabh Gupta, Robert P. Bostro...
91
Voted
ICDM
2008
IEEE
92views Data Mining» more  ICDM 2008»
15 years 8 months ago
A Shrinkage Approach for Modeling Non-stationary Relational Autocorrelation
Recent research has shown that collective classification in relational data often exhibit significant performance gains over conventional approaches that classify instances indi...
Pelin Angin, Jennifer Neville
CSMR
2007
IEEE
15 years 8 months ago
Monitoring Requirements Evolution using Views
This paper describes a research project concentrating on improving requirements management. We started this research by identifying the problems companies face with respect to req...
Marco Lormans
112
Voted
ISBI
2007
IEEE
15 years 8 months ago
Locally Adaptive Autoregressive Active Models for Segmentation of 3d Anatomical Structures
Many techniques of knowledge-based segmentation consist of building statistical models that describe the deformations of the structure of interest, and then fit these models to t...
Charles Florin, Nikos Paragios, Gareth Funka-Lea, ...