A variational Bayesian methodology for hidden Markov models utilizing Student's-t mixtures

Author:

Chatzis Sotirios P.,Kosmopoulos Dimitrios I.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software

Reference33 articles.

1. O. Cappé, E. Moulines, T. Rydén, Inference in Hidden Markov Models. Springer Series in Statistics, New York, 2005.

2. A tutorial on hidden Markov models and selected applications in speech recognition;Rabiner;Proceedings of the IEEE,1989

3. Maximum likelihood from incomplete data via the EM algorithm;Dempster;Journal of the Royal Statistical Society, B,1977

4. Robust sequential data modeling using an outlier tolerant hidden Markov model;Chatzis;IEEE Transactions on Pattern Analysis and Machine Intelligence,2009

5. Singularities in mixture models and upper bounds of stochastic complexity;Yamazaki;Neural Networks,2003

Cited by 50 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. YOLO Models for Fresh Fruit Classification From Digital Videos;Handbook of Research on AI and ML for Intelligent Machines and Systems;2023-11-27

2. Convolutional Neural Networks and Recurrent Neural Networks;Texts in Computer Science;2023

3. Deep Learning Platforms;Texts in Computer Science;2023

4. Symbolic sequence representation with Markovian state optimization;Pattern Recognition;2022-11

5. Unsupervised modeling and feature selection of sequential spherical data through nonparametric hidden Markov models;International Journal of Machine Learning and Cybernetics;2022-06-06

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3