scholarly journals Parallel sequential Monte Carlo samplers and estimation of the number of states in a Hidden Markov Model

2014 ◽  
Vol 66 (3) ◽  
pp. 553-575 ◽  
Author(s):  
Christopher F. H. Nam ◽  
John A. D. Aston ◽  
Adam M. Johansen
Keyword(s):  
Monte Carlo ◽  
Markov Model ◽  
Hidden Markov Model ◽  
Sequential Monte Carlo ◽  
Hidden Markov

scholarly journals Application of Monte Carlo Search for Performance Improvement of Web Page Prediction

2018 ◽  
Vol 7 (3.4) ◽  
pp. 133 ◽  
Author(s):  
K Shyamala ◽  
S Kalaivani
Keyword(s):  
Monte Carlo ◽  
Markov Model ◽  
Hidden Markov Model ◽  
Web Mining ◽  
Hidden Markov ◽  
Research Work ◽  
Second Phase ◽  
Monte Carlo Search ◽  
Log File ◽  
Two Phases

Prediction in web mining is one of the most complex tasks which will reduce web user latency. The main objective of this research work is to reduce web user latency by predicting and prefetching the users future request page. Web user activities were analyzed and monitored from the web server log file. The present work consists of two phases. In the first phase a directed graph is constructed for web user navigation with the reduction of repeated path. In the second phase, Monte Carlo search is applied on the constructed graph to predict the future request and prefetch the page. This work is successfully implemented and the prediction technique gives a better accuracy. This implementation paves a new way to prefetch the predicted pages at user end to reduce the user latency. Proposed Monte Carlo Prediction (MCP) Algorithm is compared with the existing algorithm Hidden Markov model. Proposed algorithm achieved better accuracy than the Hidden Markov Model. Accuracy is measured for the predicted web pages and achieved the optimal results.  

Auscultating Diagnosis for Hemodialysis Shunt Stenosis using a Self-Organizing Map and Hidden Markov Model

2012 ◽  
Vol 132 (10) ◽  
pp. 1589-1594 ◽  
Author(s):  
Hayato Waki ◽  
Yutaka Suzuki ◽  
Osamu Sakata ◽  
Mizuya Fukasawa ◽  
Hatsuhiro Kato
Keyword(s):  
Markov Model ◽  
Hidden Markov Model ◽  
Hidden Markov ◽  
Self Organizing Map ◽  
Self Organizing

Engaging Voluntary Contributions in Online Communities: A Hidden Markov Model

MIS Quarterly ◽  
2018 ◽  
Vol 42 (1) ◽  
pp. 83-100 ◽  
Author(s):  
Wei Chen ◽  
◽  
Xiahua Wei ◽  
Kevin Xiaoguo Zhu ◽  
◽  
...  
Keyword(s):  
Markov Model ◽  
Hidden Markov Model ◽  
Online Communities ◽  
Hidden Markov ◽  
Voluntary Contributions
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