Please use this identifier to cite or link to this item: http://hdl.handle.net/10603/3588
Title: Design and development of a model for sequences and structure of biomolecules
Researcher: Singh, Shailendra
Guide(s): Singh, Amardeep
Keywords: Bioinformatics
Biomolecules
siRNA
Deoxyribonucleic acid
Ribonucleic acid
Upload Date: 23-Apr-2012
University: Punjabi University
Completed Date: December, 2010
Abstract: In the recent past it was observed that a growing interest of computer professionals in the field of molecular biology has resulted into development of computational techniques and models for experimental data generated in laboratories. Finite automata, formal grammar and molecular computing can be viewed as a hope for reducing the huge gap between laboratory experiments and computational models. Molecular biology experiments with bio-molecules such as DNA, RNA and protein sequences. Proteins are produced from DNA. These proteins are molecules made up from twenty different amino acids. Proteins also carry most functional activities like regulation and biosynthesis in cells. The important function of a protein is to interact with other proteins and molecules to keep the cell alive and interacting with nature. Biologists wishes to find the biological meaning of some portions of bio-molecular sequences. The identification and prediction of these molecules includes identifying sequences, structures and behavior. Modeling and prediction of biomolecules is very complicated and it requires all the mathematical, statistical and computational tools that we can create. The scientists and researchers have tried various techniques such as Hidden Markov Model, Artificial Neural Networks, and Natural Language Processing (NLP) etc for modeling and prediction of biomolecules. In this research work an attempt is being made to apply the NLP techniques in the current work for modeling the sequences and structure of biomolecules from the available biological data in biological field and to use the proposed techniques for finding the characteristics of bio-molecules.
Pagination: 159p.
URI: http://hdl.handle.net/10603/3588
Appears in Departments:Department of Computer Science

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01_title.pdfAttached File141.06 kBAdobe PDFView/Open
02_certificate.pdf46.26 kBAdobe PDFView/Open
03_declaration.pdf58.14 kBAdobe PDFView/Open
04_acknowledgements.pdf53.87 kBAdobe PDFView/Open
05_table of contents.pdf45.75 kBAdobe PDFView/Open
06_list of research publication.pdf43.57 kBAdobe PDFView/Open
07_list of figures.pdf43.24 kBAdobe PDFView/Open
08_list of tables.pdf39 kBAdobe PDFView/Open
09_abbreviations.pdf39.62 kBAdobe PDFView/Open
10_chapter 1.pdf680.55 kBAdobe PDFView/Open
11_chapter 2.pdf390.5 kBAdobe PDFView/Open
12_chapter 3.pdf810.06 kBAdobe PDFView/Open
13_chapter 4.pdf573.43 kBAdobe PDFView/Open
14_chapter 5.pdf544.7 kBAdobe PDFView/Open
15_chapter 6.pdf242.83 kBAdobe PDFView/Open
16_bibliography.pdf318.58 kBAdobe PDFView/Open
17_abstract.pdf7.49 kBAdobe PDFView/Open


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