(LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text

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(LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text

VIETNAM NATIONAL UNIVERSITY. HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYLE HOANG QUYNHA HYBRID APPROACH TO FINDING PHENOTYPE CANDIDATES IN GENETIC

(LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text TEXTMASTER THESISHanoi-2012VIETNAM NATIONAL UNIVERSITY. HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYLE HOANG QIĨYNHA HYBRID APPROACH TO FINDING PHE

NOTYPE CANDIDATES IN GENETIC TEXTMajor : Computer ScienceCode : 60 48 01MASTER THESISSupervisor: Assoc.Prof. Ha Quang ThuyHanoi - 2012A hybrid approac (LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text

h to finding phenotype candidates in genetic textsLe Hoang QuynliFaculty of Information Technology University of Engineering and Technology’ Vietnam N

(LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text

ational University. HanoiSupervised byAssociate Professor. Ha Quang ThuyA thesis submitted in fulfillment of the requirements for the degree ofMaster

VIETNAM NATIONAL UNIVERSITY. HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYLE HOANG QUYNHA HYBRID APPROACH TO FINDING PHENOTYPE CANDIDATES IN GENETIC

(LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic textains no materials previously published or written by another person, or substantial proportions of material which have been accepted for the award of

any other degree or diploma at University of Engineering and Technology (UET/Coltcch) or any other education^ institution, except where (LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text

gement Is made in the thesis. Any contribution made to the research by others, with whom I have worked with at University of Engineering and Technolog

(LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text

y ami National Institute of Informatic (Tokyo, Japan) or elsewhere, is explicitly acknowledged in the thesis. I also declare that the intellectual con

VIETNAM NATIONAL UNIVERSITY. HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYLE HOANG QUYNHA HYBRID APPROACH TO FINDING PHENOTYPE CANDIDATES IN GENETIC

(LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text, presentation and linguistic expression is acknowledged.’Hanoi, November lưf', 2012Signed..................Le Hoang QuynhABSTRACTNamed entity recogni

tion (NEB) has been extensively studied for the names of genes and gene products but there are lew proposed solutions for phenotypes. Phenotype terms (LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text

are expec ted to play a key role in inferring gene function in complex heritable disease's but are intrinsically difficult to analyse due to their com

(LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text

plex semantics and scale. In contrast to previous approaches we evaluate state-of-the-art techniques involving the fusion of machine learning on a ric

VIETNAM NATIONAL UNIVERSITY. HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYLE HOANG QUYNHA HYBRID APPROACH TO FINDING PHENOTYPE CANDIDATES IN GENETIC

(LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic texttated collection of 112 abstracts derived from a systematic search of the Online Mendelimt Inheritance of Man database for auto-immune diseases. Encou

ragingly the hybrid model outperforms a HMM, a CRF and a pure knowledge-bast'd method to achieve an Fl of 75.37 for BF and micro average Fl of 8-1.01 (LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text

for the whole system.Publications:•Mai-Vu Iran. Tien-Tmig Nguyen. Thanh-Son Nguyen, lloang-Qnynh Lv. Automatic Named Entity Set Expansion Using Semant

(LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text

ic Rilles and Wrappers for Unary Relations. In international Conference on Asian Language Processing 2010. Page 170-173. liarbin, China; December 28-3

VIETNAM NATIONAL UNIVERSITY. HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYLE HOANG QUYNHA HYBRID APPROACH TO FINDING PHENOTYPE CANDIDATES IN GENETIC

(LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text. An Integrated Approach Using Conditional Random Fields for Named Entity Recognition and Person Property' Extraction in Vietnamese Text. In Proceedin

gs of international Conference on Asian Language Processing 2011. Page 115-118. DOI: http://doi.ieeecomputer.society.org,/10.1109/1ALP.2011.37 (LUẬN văn THẠC sĩ) a hybrid approach to finding phenotype candidates in genetic text

VIETNAM NATIONAL UNIVERSITY. HANOI UNIVERSITY OF ENGINEERING AND TECHNOLOGYLE HOANG QUYNHA HYBRID APPROACH TO FINDING PHENOTYPE CANDIDATES IN GENETIC