Search Results - "Hai-son Le"

Integrating sequence, expression and interaction data to determine condition-specific miRNA regulation by Le, Hai-Son, Bar-Joseph, Ziv

“…MicroRNAs (miRNAs) are small non-coding RNAs that regulate gene expression post-transcriptionally. MiRNAs were shown to play an important role in development…”
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A machine learning–based methodology for identification of the plastic flow in aluminum sheets during incremental sheet forming processes by Pham, Quoc Tuan, Le, Hai Son, Nguyen, Anh Tuan, Xiao, Xiao, Kim, Young-Suk, Nguyen, Van Dung, Tran, Hoang Son, Van Tran, Xuan

“…This study presents a calibration method based on machine learning techniques to identify parameters of hardening law of aluminum alloy sheets in complex…”
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Structured Output Layer Neural Network Language Models for Speech Recognition by Hai-Son Le, Oparin, I., Allauzen, A., Gauvain, J., Yvon, F.

“…This paper extends a novel neural network language model (NNLM) which relies on word clustering to structure the output vocabulary: Structured OUtput Layer…”
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Probabilistic error correction for RNA sequencing by Le, Hai-Son, Schulz, Marcel H, McCauley, Brenna M, Hinman, Veronica F, Bar-Joseph, Ziv

“…Sequencing of RNAs (RNA-Seq) has revolutionized the field of transcriptomics, but the reads obtained often contain errors. Read error correction can have a…”
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De novo ChIP-seq analysis by He, Xin, Cicek, A Ercument, Wang, Yuhao, Schulz, Marcel H, Le, Hai-Son, Bar-Joseph, Ziv

“…Methods for the analysis of chromatin immunoprecipitation sequencing (ChIP-seq) data start by aligning the short reads to a reference genome. While often…”
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Structured Output Layer neural network language model by Hai-Son Le, Oparin, Ilya, Allauzen, Alexandre, Gauvain, Jean-Luc, Yvon, Francois

“…This paper introduces a new neural network language model (NNLM) based on word clustering to structure the output vocabulary: Structured Output Layer NNLM…”
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Comparative expression profile of miRNA and mRNA in primary peripheral blood mononuclear cells infected with human immunodeficiency virus (HIV-1) by Gupta, Ankit, Nagilla, Pruthvi, Le, Hai-Son, Bunney, Coulton, Zych, Courtney, Thalamuthu, Anbupalam, Bar-Joseph, Ziv, Mathavan, Sinnakaruppan, Ayyavoo, Velpandi

“…Host cells respond to exogenous infectious agents such as viruses, including HIV-1. Studies have evaluated the changes associated with virus infection at the…”
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A case of a small-sized cavernous hemangioma in the right ventricle - an incidental finding by Vu, Thu Thuy, Nguyen, Van Thach, Tran, Quang Thai, Ngo Thi, Minh Hanh, Do, Thanh Hoa, Le, Hai Son, Nguyen, Ngoc Trang, Nguyen, Van Thuy, Lam, Khanh

“…A cardiac cavernous hemangioma is a rare, primary, benign tumor that is usually diagnosed in young or middle-aged patients. In this article, we report the case…”
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Cache-Oblivious Dynamic Programming for Bioinformatics by Chowdhury, Rezaul Alan, Hai-Son Le, Ramachandran, Vijaya

“…We present efficient cache-oblivious algorithms for some well-studied string problems in bioinformatics including the longest common subsequence, global…”
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Cross-species queries of large gene expression databases by Le, Hai-Son, Oltvai, Zoltán N., Bar-Joseph, Ziv

“…Motivation: Expression databases, including the Gene Expression Omnibus and ArrayExpress, have experienced significant growth over the past decade and now hold…”
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Pattern Identification in Biogeography by Ganapathy, G., Goodson, B., Jansen, R., Hai-son Le, Ramachandran, V., Warnow, T.

“…Identifying common patterns among area cladograms that arise in historical biogeography is an important tool for biogeographical inference. We develop the…”
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MicroRNA regulation and its effects on cellular transcriptome in human immunodeficiency virus-1 (HIV-1) infected individuals with distinct viral load and CD4 cell counts by Duskova, Karolina, Nagilla, Pruthvi, Le, Hai-Son, Iyer, Priyadarshini, Thalamuthu, Anbupalam, Martinson, Jeremy, Bar-Joseph, Ziv, Buchanan, William, Rinaldo, Charles, Ayyavoo, Velpandi

“…Disease progression in the absence of therapy varies significantly in HIV-1 infected individuals. Both viral and host cellular molecules are implicated;…”
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Thermodynamics and Kinetics Research of the Fluorination Process of the Concentrate Rutile by Karelin, Vladimir A., Le, Son Hai, Karelina, Nadezhda V., Strashko, Alexander N., Sazonov, Alexander V., Le, Huong M. T.

“…The growth in the production of titanium metal and its compounds leads to an increase in the amount of toxic waste. As a result, at the legislative level,…”
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Kinect Gesture Recognition: SVM vs. RVM by Nguyen, Duc-Dung, Le, Hai-Son

“…Human gesture recognition has been an active and challenging problem, especially when motion capture devices become more popular. Various studies have shown…”
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Retraction: Comparative expression profile of miRNA and mRNA in primary peripheral blood mononuclear cells infected with human immunodeficiency virus (HIV-1) by Gupta, Ankit, Nagilla, Pruthvi, Hai-Son Le, Coulton Bunney, Zych, Courtney, Thalamuthu, Anbupalam, Bar-Joseph, Ziv, Mathavan, Sinnakaruppan, Ayyavoo, Velpandi

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Aspect Analysis for Opinion Mining of Vietnamese Text by Le, Hai Son, Van Le, Thanh, Pham, Tran Vu

“…Aspect extraction is one of most challenging tasks in opinion mining. Many researches have attempted to solve this problem for English text. For less popular…”
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Learning in Large Interactive Environments by Le, Hai Son

“…In both Planning and Reinforcement Learning, an interactive environment is a dynamic system with which an agent interacts to achieve its goals. In planning,…”
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AUTOLOGOUS HEMATOPOIETIC STEM CELL TRANSPLANTATION TO TREAT MYASTHENIA GRAVIS: EXPERIENCE OF A DEVELOPING COUNTRY by MAI, Van Vien, LE, Hai Son, NGUYEN, Thi Minh Phuong, LE, Thi Thu Nga, NGUYEN, Hong Quan, HOANG, Thi Thuy, LY, Tuan Khai, BUI, Tien Sy, HO, Xuan Truong, TRAN, Thi Huyen Trang, NGUYEN, Manh Dung, NGUYEN, Thanh Binh, NGUYEN, Thi Duyen

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Correction: Comparative Expression Profile of miRNA and mRNA in Primary Peripheral Blood Mononuclear Cells Infected with Human Immunodeficiency Virus (HIV-1) by Gupta, Ankit, Nagilla, Pruthvi, Le, Hai-Son, Bunney, Coulton, Zych, Courtney, Thalamuthu, Anbupalam, Bar-Joseph, Ziv, Mathavan, Sinnakaruppan, Ayyavoo, Velpandi

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Probabilistic Models for Collecting, Analyzing, and Modeling Expression Data by Le, Hai-Son Phuoc

“…Advances in genomics allow researchers to measure the complete set of transcripts in cells. These transcripts include messenger RNAs (which encode for…”
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