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AAIM
2009
Springer
172views Algorithms» more  AAIM 2009»
15 years 11 months ago
PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications
Abstract. This paper presents PLDA, our parallel implementation of Latent Dirichlet Allocation on MPI and MapReduce. PLDA smooths out storage and computation bottlenecks and provid...
Yi Wang, Hongjie Bai, Matt Stanton, Wen-Yen Chen, ...
PKDD
2000
Springer
116views Data Mining» more  PKDD 2000»
15 years 10 months ago
Prior Knowledge in Economic Applications of Data Mining
A common form of prior knowledge in economic modelling concerns the monotonicity of relations between the dependent and explanatory variables. Monotonicity may also be an important...
A. J. Feelders
IADIS
2004
15 years 8 months ago
Collaborative Task Scheduling Method Based on Social Network Analysis for Cellphone Application
This paper proposes a collaborative approach for personal task management which is modeled as an alliance model. Alliance model is based on information sharing and collaboration o...
Ikki Ohmukai, Hideaki Takeda
NAACL
2004
15 years 8 months ago
Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization
We consider the problem of modeling the content structure of texts within a specific domain, in terms of the topics the texts address and the order in which these topics appear. W...
Regina Barzilay, Lillian Lee
AAAI
2000
15 years 8 months ago
A Campus-Wide University Examination Timetabling Application
The authors of this paper were tasked to create an automated campus-wide timetabling system, for both course and examination timetable scheduling, for the National University of S...
Andrew Lim, Ang Juay Chin, Wee-Kit Ho, Wee-Chong O...