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Date: 2016
Language: eng
Resource Type: conference paper
Identifier: http://hdl.handle.net/1959.14/1219933
Description: It is well-known that many genomes are highly structured. So determining domains of similar pattern is a very important area of bioinformatics research. This paper describes a Cross-Entropy algorithm ... More
Reviewed: Reviewed
Date: 2014
Language: eng
Resource Type: conference paper
Identifier: http://hdl.handle.net/1959.14/335596
Description: A deoxyribonucleic acid (DNA) sequence can be represented as a sequence with 4 characters. If a particular property of the DNA is studied, for example, GC content, then it is possible to consider a bi ... More
Reviewed: Reviewed
Authors: Sofronov, Georgy
Date: 2013
Language: eng
Resource Type: conference paper
Identifier: http://hdl.handle.net/1959.14/264847
Description: Estimation of population characteristics for sub-national geographically defined domains such as regions, states, districts and local government areas can be considered one of the important issues of ... More
Reviewed: Reviewed
Date: 2013
Language: eng
Resource Type: conference paper
Identifier: http://hdl.handle.net/1959.14/261882
Description: We model DNA read count data obtained through next generation sequencing (NGS) technologies as a multiple change-point process. This means that the data are divided into di↵erent segments based on the ... More
Reviewed: Reviewed
Date: 2013
Subject Keyword: 010400 Statistics
Language: eng
Resource Type: conference paper
Identifier: http://hdl.handle.net/1959.14/283293
Description: Spatio-temporal regression models are well developed in disciplines such as, for example, climate and geostatistics, but have had little application in the modelling of economic phenomena. In this stu ... More
Reviewed: Reviewed
Date: 2012
Language: eng
Resource Type: conference paper
Identifier: http://hdl.handle.net/1959.14/190281
Description: We model DNA count data as a multiple change point problem, in which the data are divided in to different segments by an unknown number of change points. Each segment is supposed to be generated by un ... More
Reviewed: Reviewed
Date: 2012
Language: eng
Resource Type: conference paper
Identifier: http://hdl.handle.net/1959.14/203306
Description: Change-point problems (or break point problems, disorder problems) can be considered one of the central issues of statistics, connecting asymptotic statistical theory and Monte Carlo methods, frequent ... More
Reviewed: Reviewed
Date: 2011
Subject Keyword: 010400 Statistics
Language: eng
Resource Type: conference paper
Identifier: http://hdl.handle.net/1959.14/140646
Description: Genome research is one of the most interesting and important areas of the science nowadays. It is well-known that the genomes of complex organisms are highly organized. Many studies show that DNA sequ ... More
Reviewed: Reviewed
Authors: Sofronov, Georgy
Date: 2011
Language: eng
Resource Type: conference paper
Identifier: http://hdl.handle.net/1959.14/160589
Description: The change-point problem arises in wide variety of fields, including biomedical signal processing, speech and image processing, seismology, industry (e.g., fault detection) and financial mathematics. ... More
Reviewed: Reviewed
Authors: Sofronov, Georgy
Date: 2010
Subject Keyword: 010400 Statistics
Language: eng
Resource Type: conference paper
Identifier: http://hdl.handle.net/1959.14/1164849
Description: 6 page(s)
Reviewed: Reviewed
Date: 2009
Subject Keyword: 010404 Probability Theory
Language: eng
Resource Type: conference paper
Identifier: http://hdl.handle.net/1959.14/1160299
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