Gene Prediction Based On a Generalized Hidden Markov Model and Some Statistical Models of Related States: a Review

机译：基于广义隐马尔可夫模型的基因预测和相关国家的一些统计模型：综述

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In recent years, the methods with a generalized hidden Markov model have gained significant application and development in gene prediction, which is predicting the location and structure of genes in genomic sequences, and produced an army of remarkable programs, such as Genie, GENSCAN, AUGUSTUS, etc. In spite of some limitations, the favorable performance and accuracy these programs still show have withstood the test of practice and time. Here, we provide a comprehensive review of the method of gene prediction with a novel hidden Markov model and some statistical models of related states included, just to share this knowledge with individuals interested in it.

机译：近年来，具有广义隐性马尔可夫模型的方法在基因预测中获得了显着的应用和发展，这是预测基因组序列中基因的位置和结构，并产生了一支非凡的计划，例如Genie，Genscan，Augustus尽管有一些局限性，但这些程序仍然表现出的有利性能和准确性已经受努力的练习和时间的测试。在这里，我们对基因预测方法进行了全面的审查，与新的隐马尔可夫模型以及一些相关州的统计模型包括在内，只是为了与对其感兴趣的人分享这些知识。

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《International Conference on Biological Sciences and Technology》|2016年|364p|共11页
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作者
Rui GUO; Jian ZHANG; Ke YAN; Tian-Qi WANG;
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中图分类 Q81-53;
关键词
GHMM; WMM; WAM; WWAM; MC; IMM; MDD;

机译：GHMM;WMM;你;WWAM;MC;IMM;MDD;

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1. Prediction of 8 h-average ozone concentration using a supervised hidden Markov model combined with generalized linear models [J] . Wei Sun, Hao Zhang, Ahmet Palazoglu Atmospheric environment . 2013,第deca期

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2. Bridging Viterbi and Posterior Decoding: A Generalized Risk Approach to Hidden Path Inference Based on Hidden Markov Models [J] . J??ri Lember, Alexey A. Koloydenko Journal of machine learning research . 2014,第Sep期

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3. Proportional data modeling with hidden Markov models based on generalized Dirichlet and Beta-Liouville mixtures applied to anomaly detection in public areas [J] . Epaillard Elise, Bouguila Nizar Pattern Recognition: The Journal of the Pattern Recognition Society . 2016,第Null期

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4. Gene Prediction Based On a Generalized Hidden Markov Model and Some Statistical Models of Related States: a Review [C] . Rui GUO, Jian ZHANG, Ke YAN, International Conference on Biological Sciences and Technology . 2016

机译：基于广义隐马尔可夫模型的基因预测和相关国家的一些统计模型：综述
5. Protein-coding gene structure prediction using generalized hidden Markov models. [D] . Kulp, David Clayton. 2003

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6. Gene prediction in eukaryotes with a generalized hidden Markov model that uses hints from external sources [O] . Mario Stanke, Oliver Schöffmann, Burkhard Morgenstern, 2006

机译：真核生物中具有外部隐含提示的广义隐马尔可夫模型的基因预测
7. Gene Prediction Based On a Generalized Hidden Markov Model and Some Statistical Models of Related States: a Review [O] . Rui Guo, Jian Zhang, Ke Yan, 2016

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8. Generalized Hidden Filter Markov Models Applied to Speaker Recognition [R] . Colombi, J. M. 1996

机译：广义隐马尔滤波马尔可夫模型在说话人识别中的应用

Gene Prediction Based On a Generalized Hidden Markov Model and Some Statistical Models of Related States: a Review

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