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WWW
2008
ACM
14 years 8 months ago
Topic modeling with network regularization
In this paper, we formally define the problem of topic modeling with network structure (TMN). We propose a novel solution to this problem, which regularizes a statistical topic mo...
Qiaozhu Mei, Deng Cai, Duo Zhang, ChengXiang Zhai
IEEEPACT
2006
IEEE
14 years 1 months ago
Experiences with MapReduce, an abstraction for large-scale computation
action for Large-Scale Computation Jeff Dean Google, Inc.
Jeffrey Dean
CICLING
2001
Springer
14 years 5 hour ago
Automatic Topic Identification Using Ontology Hierarchy
This paper proposes a method of using ontology hierarchy in automatic topic identification. The fundamental idea behind this work is to exploit an ontology hierarchical structure i...
Sabrina Tiun, Rosni Abdullah, Tang Enya Kong
NIPS
2000
13 years 8 months ago
The Missing Link - A Probabilistic Model of Document Content and Hypertext Connectivity
We describe a joint probabilistic model for modeling the contents and inter-connectivity of document collections such as sets of web pages or research paper archives. The model is...
David A. Cohn, Thomas Hofmann
ICRA
2006
IEEE
115views Robotics» more  ICRA 2006»
14 years 1 months ago
Mapping Large Scale Environments using Relative Position Information among Landmarks
— The main contribution of this paper is a new SLAM algorithm for the mapping of large scale environments by combining local maps. The local maps can be generated by traditional ...
Shoudong Huang, Zhan Wang, Gamini Dissanayake