| Paper Abstract and Keywords |
| Presentation |
2006-05-24 15:00
DNA Sequence Design Using Hidden Markov Models
Kazuya Maemura, Hirotaka Ono, Kunihiko Sadakane, Masafumi Yamashita (Kyushu Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
DNA computing is a new computation paradigm to take reaction process of DNA as computation.The design of DNA sequence is a one of crucial research topics in DNA computing.
We have to prepare DNA sequences that satisfy many constraints to react DNA as we expected.In our research, we propose sequence design using Hidden Markov Models.Hidden Markov Model is a stochastic model utilizing Markov process.
In this paper, as a test of this method, we show experiments and their
results of sequence design of DNA whose minimum free energy is small. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
DNA Computing / Sequence Design / Hidden Markov Model / Machine Learning / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, no. 63, COMP2006-15, pp. 39-46, May 2006. |
| Paper # |
COMP2006-15 |
| Date of Issue |
2006-05-17 (COMP) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
COMP |
| Conference Date |
2006-05-24 - 2006-05-24 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kyushu Institute of Technology |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
COMP |
| Conference Code |
2006-05-COMP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
DNA Sequence Design Using Hidden Markov Models |
| Sub Title (in English) |
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| Keyword(1) |
DNA Computing |
| Keyword(2) |
Sequence Design |
| Keyword(3) |
Hidden Markov Model |
| Keyword(4) |
Machine Learning |
| Keyword(5) |
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| 1st Author's Name |
Kazuya Maemura |
| 1st Author's Affiliation |
Kyushu University (Kyushu Univ.) |
| 2nd Author's Name |
Hirotaka Ono |
| 2nd Author's Affiliation |
Kyushu University (Kyushu Univ.) |
| 3rd Author's Name |
Kunihiko Sadakane |
| 3rd Author's Affiliation |
Kyushu University (Kyushu Univ.) |
| 4th Author's Name |
Masafumi Yamashita |
| 4th Author's Affiliation |
Kyushu University (Kyushu Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2006-05-24 15:00:00 |
| Presentation Time |
35 minutes |
| Registration for |
COMP |
| Paper # |
COMP2006-15 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.63 |
| Page |
pp.39-46 |
| #Pages |
8 |
| Date of Issue |
2006-05-17 (COMP) |