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» Modeling Workflow Patterns from First Principles
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SOCIALCOM
2010
14 years 11 months ago
Mining Human Location-Routines Using a Multi-Level Approach to Topic Modeling
In this work we address the problem of modeling varying time duration sequences for large-scale human routine discovery from cellphone sensor data using a multi-level approach to p...
Katayoun Farrahi, Daniel Gatica-Perez
JNCA
2008
96views more  JNCA 2008»
15 years 1 months ago
Patterns of message interchange in decoupled hypermedia systems
Open hypermedia systems provide a decoupled approach to structural computing. This entails that the architecture of the systems are made up of user agents that communicate with di...
Sinuhé Arroyo, Miguel-Ángel Sicilia,...
ICPR
2008
IEEE
16 years 3 months ago
Kernel bandwidth estimation in methods based on probability density function modelling
In kernel density estimation methods, an approximation of the data probability density function is achieved by locating a kernel function at each data location. The smoothness of ...
Adrian G. Bors, Nikolaos Nasios
KDD
2005
ACM
218views Data Mining» more  KDD 2005»
16 years 2 months ago
A maximum entropy web recommendation system: combining collaborative and content features
Web users display their preferences implicitly by navigating through a sequence of pages or by providing numeric ratings to some items. Web usage mining techniques are used to ext...
Xin Jin, Yanzan Zhou, Bamshad Mobasher
CORR
2010
Springer
138views Education» more  CORR 2010»
14 years 10 months ago
Rules of Thumb for Information Acquisition from Large and Redundant Data
We develop an abstract model of information acquisition from redundant data. We assume a random sampling process from data which contain information with bias and are interested in...
Wolfgang Gatterbauer