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Dự đoán và phân tích các trạng thái của Histone trong chuỗi DNA bằng phương pháp conditional random fields

Dự đoán và phân tích các trạng thái của Histone trong chuỗi DNA bằng phương pháp conditional random fields

... quan hệ bổ sung Quan hệ giải thích cấu trúc chặt chẽ phân tử DNA đặc biệt phương cách tự chép để tạo hai phân tử từ phân tử mẹ Hình cấu trúc nucleotide cấu trúc xoắn kép chuỗi DNA Hình Cấu trúc ... hóa học hệ thống sống, nhận biết lọai phân tử khác nhau, chịu trách nhiệm vận động động vật mức tế bào thể Hình Các dạng cấu trúc protein Cấu trúc không gian protein phức tạp, việc tìm cấu trúc ... dụng nhiều công nghệ sinh học nói chung việc khám phá mối quan hệ DNA protein nói riêng ChIP-chip sử dụng công nghệ huỳnh quang để phóng đại phân tử sinh học nhằm tìm mối quan hệ chúng Tương tác...

Ngày tải lên: 25/03/2015, 09:41

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Tài liệu Báo cáo khoa học: "Discriminative Word Alignment with Conditional Random Fields" ppt

Tài liệu Báo cáo khoa học: "Discriminative Word Alignment with Conditional Random Fields" ppt

... Transactions on Speech and Audio Processing, 8(1):37–50 L R Dice 1945 Measures of the amount of ecologic association between species Journal of Ecology, 26:297–302 A Ittycheriah and S Roukos 2005...

Ngày tải lên: 20/02/2014, 11:21

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Báo cáo khoa học: "Using Conditional Random Fields to Predict Pitch Accents in Conversational Speech" pptx

Báo cáo khoa học: "Using Conditional Random Fields to Predict Pitch Accents in Conversational Speech" pptx

... correlation values for the probabilistic measures and McKeown, 1999) 4.3 Phonological variables The last category of predictors, phonological variables, concern aspects of rhythm and timing of an utterance ... syntactic, probabilistic variables, which include word frequency and collocation measures, and phonological variables, which capture aspects of rhythm and timing that affect accentuation 4.1 Syntactic ... utilizing a discriminative model We combine the advantages of probabilistic, syntactic, and phonological predictors with the advantages of modeling pitch accent in a sequence labeling setting using...

Ngày tải lên: 08/03/2014, 04:22

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Báo cáo khoa học: "Semi-Supervised Conditional Random Fields for Improved Sequence Segmentation and Labeling" pdf

Báo cáo khoa học: "Semi-Supervised Conditional Random Fields for Improved Sequence Segmentation and Labeling" pdf

... segmentation, and demonstrate it specifically on the problem of identifying gene and protein mentions in biological texts Our results show the advantage of semi-supervised learning over the standard supervised ... features We applied our new approach to the problem of identifying gene name occurrences in biological text, exploiting the availability of auxiliary unlabeled data to improve the performance...

Ngày tải lên: 17/03/2014, 04:20

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Báo cáo khoa học: "Fast Full Parsing by Linear-Chain Conditional Random Fields" docx

Báo cáo khoa học: "Fast Full Parsing by Linear-Chain Conditional Random Fields" docx

... ACL08:HLT, pages 959–967 This work described in this paper has been funded by the Biotechnology and Biological Sciences Research Council (BBSRC; BB/E004431/1) and the European BOOTStrep project (FP6...

Ngày tải lên: 17/03/2014, 22:20

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Báo cáo khoa học: "Scaling Conditional Random Fields Using Error-Correcting Codes" docx

Báo cáo khoa học: "Scaling Conditional Random Fields Using Error-Correcting Codes" docx

... increases 3.2 Error-correcting CRF decoding While training of error-correcting CRFs is simply a logical extension of the ECOC classifier method to sequence labellers, decoding is a different matter...

Ngày tải lên: 31/03/2014, 03:20

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an introduction to conditional random fields for relational learning

an introduction to conditional random fields for relational learning

... determined by an SQL-like syntax Finally, Markov logic networks [Richardson and Domingos, 2005, Singla and Domingos, 2005] are a type of probabilistic logic in which there are parameters for each ... We use the term generative model to refer to a directed graphical model in which the outputs topologically precede the inputs, that is, no x ∈ X can be a parent of an output y ∈ Y Essentially, ... of opinions [Choi et al., 2005], Chinese word segmentation [Peng et al., 2004], Japanese morphological analysis [Kudo et al., 2004], and many others In bioinformatics, CRFs have been applied...

Ngày tải lên: 24/04/2014, 12:29

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efficient training of conditional random fields.ps

efficient training of conditional random fields.ps

... concept of conditional independence to the structure of a directed graphical model, we define a topological ordering of the nodes V in G, such that the nodes in Vπi appear before Vi in the ordering ... conditionally independent of VVi given Vπi where VVi is the set of nodes that appear before Vi in the topological ordering exclusive of the parents Vπi of Vi This conditional independence statement allows ... product of con- ´ ditional probabilities once conditional independence relationships between the topologically ordered set of nodes in Gd has been identified Specifically, the joint probability of the...

Ngày tải lên: 24/04/2014, 12:37

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dynamic conditional random fields- factorized probabilistic models

dynamic conditional random fields- factorized probabilistic models

... represent dependence between subtasks solved using finite-state transducers, such as phonological and morphological analysis, POS tagging, shallow parsing, and information extraction We evaluate...

Ngày tải lên: 24/04/2014, 13:02

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