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» Collaborative Hierarchical Sparse Modeling
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PVLDB
2008
82views more  PVLDB 2008»
13 years 7 months ago
TraClass: trajectory classification using hierarchical region-based and trajectory-based clustering
Trajectory classification, i.e., model construction for predicting the class labels of moving objects based on their trajectories and other features, has many important, real-worl...
Jae-Gil Lee, Jiawei Han, Xiaolei Li, Hector Gonzal...
NIPS
2001
13 years 9 months ago
Latent Dirichlet Allocation
We describe latent Dirichlet allocation (LDA), a generative probabilistic model for collections of discrete data such as text corpora. LDA is a three-level hierarchical Bayesian m...
David M. Blei, Andrew Y. Ng, Michael I. Jordan
UMUAI
1998
119views more  UMUAI 1998»
13 years 7 months ago
COLLAGEN: A Collaboration Manager for Software Interface Agents
We have implemented an application-independent collaboration manager, called Collagen, based on the SharedPlan theory of discourse, and used it to build a software interface agent...
Charles Rich, Candace L. Sidner
ICSE
2001
IEEE-ACM
14 years 9 days ago
JMOCHA: A Model Checking Tool that Exploits Design Structure
Mocha is a model checker based on the theme of exploiting design modularity: instead of manipulating unstructured state-transition graphs, it supports the hierarchical modeling fra...
Rajeev Alur, Luca de Alfaro, Radu Grosu, Thomas A....
VLDB
2007
ACM
226views Database» more  VLDB 2007»
14 years 8 months ago
SciPort: An Adaptable Scientific Data Integration Platform for Collaborative Scientific Research
Scientific data are posing new challenges to data management due to the large volume, complexity and heterogeneity of the data. Meanwhile, scientific collaboration becomes increas...
Fusheng Wang, Pierre-Emmanuel Bourgue, Georg Hacke...