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<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<title>Nguyen Van Quan - SMMC Lab - CNU</title>
<link href="Style.css" rel="stylesheet" />
<link rel="stylesheet" href="navigation-bar.css" type="text/css" media="screen" />
<meta name="description" content="Van Quan Nguyen, SMMC Laboratory, Chonnam National University" />
<meta http-equiv="content-type" content="text/html; charset=utf-8" />
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1" />
</head>
<body>
<div id="main">
<div id="lab">
<div id="logo">
<a target="_blank" href="https://www.xisom.com/en-us/php/home.php/undefined"><img src="xisomLogo2.png" width=300 height=88></a>
<span id="lab-name">SCADA Solution</span>
<span id="dept">자동화 사업부 | 개발1팀</span>
<span id="uni">XISOM</span>
</div>
<div id="info"></div>
</div>
<div id="cssmenu">
<ul>
<li class='active'><a href="#">Home</a></li>
<li><a href="#papers">Publications</a></li>
<li><a href="#projects">R&D Projects</a></li>
</ul>
</div>
<div id="header">
<div id="avatar">
<img src="quan.jpg" alt="Nguyen Van Quan" />
</div>
<div id="summary">
<p style="padding-bottom:10px; padding-top:0px;">
<span id="fullname">Nguyen Van Quan</span><br />
<b>Researcher</b>
</p>
<p>
<b>Contact Information</b>
<div id="contact">
Xisom| 34015, 43, Techno 3-ro, Yuseong-gu<br />
Daejeon, Republic of Korea<br />
Email: quanap5@gmail.com<br />
Tel: (+82) 010 49963838<br />
</div>
</p>
</div>
</div>
<div id="content">
<div id="intro">
<p>
<h1>Self-Introduction</h1>
My name is Quan. Currently, I am working at Xisom, in which deep learning technique and image processing will be applied to Scada solution. I have had the researching experience at Chonnam National University. I get degree of Engineer in School of Electronics <a href="http://set.hust.edu.vn/index.php/en" target="_blank">(SET)</a>, Hanoi University of Science and Technology Telecommunications <a href="https://en.hust.edu.vn/" target="_blank">(HUST)</a>, Vietnam. Also, I graduated Master course of Electronics and Computer Engineering <a href="http://ece.jnu.ac.kr/user/indexMain.action?siteId=ece" target="_blank">(ECE)</a>, at Chonnam National University <a href="http://global.jnu.ac.kr/jnumain_en.aspx" target="_blank">(CNU)</a>, Korea in 2017
</a>.
</p>
</div>
<div id="research">
<p>
<h1>Research Interests</h1>
My research topic includes Machine Learning and Artificial Intelligent. Besides, I take a look into Data Mining, Big Data topic. I am interesting in Image Processing.<br />
</p>
</div>
<div id="publishcation">
<h1><a name="papers">Publications</a></h1>
<p><span class="year">2019</span></p>
<ol>
<li>
<b>Van Quan Nguyen</b>, Jinsul Kim, “SYSTEM FOR DETECTING EVENT USING USER EMOTION ANALYSIS AND METHOD THEREOF(사용자 감정 분석을 이용한 이벤트 탐지 시스템 및 방법)", <i> Korean Patent</i>.
<br />
<a href="awards/1020180123883.pdf" target="_blank">PDF</a> <a href="awards/APP2018-0435KR_전남대학교_특허등록증.pdf" target="_blank">Certificate</a> <a target="_blank" href="http://engpat.kipris.or.kr/engpat/searchLogina.do?next=MainSearch#page1">View</a>
</li>
<li>
<b>Van Quan Nguyen</b>, Jinsul Kim, “APPARATUS AND METHOD FOR RECOGNIZING EMOTION USING PHOTOPLETHYSMOGRAM SYNCHRONIZED IN A DIFFERENT LOCATION AND PHONOCARDIOGRAM (다른 위치에서 동기화된 PPG와 PCG를 사용한 감정 인식 장치 및 방법)", <i> Korean Patent</i>.
<br />
<a href="awards/1020180124678.pdf" target="_blank">PDF</a> <a href="awards/APP2018-0434KR_전남대학교_특허등록증.pdf" target="_blank">Certificate</a> <a target="_blank" href="http://engpat.kipris.or.kr/engpat/searchLogina.do?next=MainSearch#page1">View</a>
</li>
<li>
<b>Van Quan Nguyen</b>, Tien Nguyen Anh, Hyung-Jeong Yang, “Real-time event detection using recurrent neural network in social sensors", <i> International Journal of Distributed Sensor Network</i>.
<br />
<a href="pdf/2019.05.12_DSN_Real-time event detection using recurrent neural network in social sensors.pdf" target="_blank">PDF</a> <a target="_blank" href="https://journals.sagepub.com/doi/10.1177/1550147719856492">View</a>
</li>
</ol>
<p><span class="year">2018</span></p>
<ol>
<li>
Jinsul Kim, Akm Ashiquzzaman, <b>Van Quan Nguyen</b>, Sang Woo Kim, Kwangki Kim, “Real-time Social Media Multi-Platforms Application based on Firebase in NFV Environment”, <i>International Conference on Engineering Polymers and Plastic, Building Design and Computer Sciences</i>, September 24-25, 2018, Mövenpick Hotel Sukhumvit 15 Bangkok, Thailand.
<br />
<a href="pdf/2018.09.24~25_Bangkok.pdf" target="_blank">PDF</a> <a target="_blank" href="http://aetleducation.com/eppbc-bangkok-event-2018/">View</a>
</li>
<li>
<b>Van Quan Nguyen</b>, Linh Van Ma, Jinsul Kim, “Applications of Anomaly Detection Using Deep Learning on Time Series Data”, <i>The 16th IEEE International Conference on Pervasive Intelligence and Computing</i>, 12-15 August 2018, Athens, Greece.
<br />
<a href="pdf/2018.08.12~15_IEEE PICom 2018_Applications of Anomaly Detection Using Deep Learning.pdf" target="_blank">PDF</a> <a target="_blank" href="http://cyber-science.org/2018/picom/">View</a>
</li>
<li>
<b>Van Quan Nguyen</b>, Linh Van Ma, Jinsul Kim, “Deep Learning-based approach to Smart Factory Methods and Applications”, <i>2018 한국정보기술학회한국디지털콘텐츠학회 하계공동학술대회</i>, Chosun University, South Korea, June 08, 2018.
<br />
<a href="pdf/2018.06.08_DCS_Chosun University_Deep Learning-based Approach.pdf" target="_blank">PDF</a> <a target="_blank" href="">View</a>
</li>
<li>
<b>Van Quan Nguyen</b>, Linh Van Ma, Jinsul Kim, “Hadoop-based System for Analysis Big Social Sensor Data”, <i>2018 한국정보기술학회한국디지털콘텐츠학회 하계공동학술대회</i>, Chosun University, South Korea, June 08, 2018.
<br />
<a href="pdf/2018.06.08_DCS_Chosun University_Hadoop-based System.pdf" target="_blank">PDF</a> <a target="_blank" href="">View</a>
</li>
<li><b>Van Quan Nguyen</b>, Linh Van Ma, 김진술, “LSTM-based Anomaly Detection on Big Data for Smart Factory Monitoring”, <i>한국디지털콘텐츠학회논문지</i>, 제19권, 제4호, pp.789-799, 2018. 04.<br>
<a href="pdf/2018.04.25_DCS_LSTM-based_Anomaly_Detection_on_Big_Data.pdf" target="_blank">PDF</a> <a target="_blank" href="http://www.dbpia.co.kr/Journal/ArticleDetail/NODE07425778">View</a><br><br>
</li>
</ol>
<p><span class="year">2017</span></p>
<ol>
<li>
<b>Van Quan Nguyen</b>, Jong Min Joo, Tien Nguyen Anh, Huyng-Jeong Yang, “Social media based event detection using multi-embedding and deep learning”, <i>Korea Software Congress</i> 2017.
<br />
<a href="http://sclab.cafe24.com/publications/Proposal%20final4.pdf">PDF</a>
</li>
<li>
Dinh-Son Tran, Hyung-Jeong Yang, Soo-Hyung Kim, Guee Sang Lee, Luu-Ngoc Do, Ngoc-Huynh Ho, <b>Van Quan Nguyen </b>, "Audio-based Emotion Recognition using GMM Supervector and SVM Linear Kernel", <i>Proceedings of 2018 The 2nd Internaional Conference on Machine Learning and Soft Computing(ICMLSC 2018)</i>, 2018.02.
<br />
<a href="http://sclab.cafe24.com/publications/421.pdf">PDF</a>
</li>
<li>
<b>Van Quan Nguyen</b>, Hyung-Jeong Yang, Young-chul Kim,Soo-Hyung Kim, Kyungbaek Kim, “Social Media based Real-time Event Detection by using Deep Learning Methods”, <i>Smart Media Journal</i>, Vol.6, No.3, pp.41-48, Sep 2017.
<br />
<a href="http://sclab.cafe24.com/publications/382.pdf">PDF</a>
</li>
<li>
<b>Van Quan Nguyen</b>,Tien Nguyen Anh,Hyung-Jeong Yang, “Multi-word Embeddings CNN for Identifying Informative Messages”, <i>The 5th International Conference on Big Data Applications and Services(5th BIGDAS)</i>. 2017.11, Jeju Island, South Korea. (Best Paper Award).
<br />
<a href="http://sclab.cafe24.com/publications/552.pdf">PDF</a>
</li>
<li>
<b>Van Quan Nguyen</b>, Huyng-Jeong Yang, Young-chul Kim, Soo-hyung Kim, Guee Sang Lee, Minku Kwon, “Design and Implementation of Event Detection System on Hadoop”, <i>Proc. 1st Int. Conf. Software & Smart Convergence(ICSSC 2017)</i>. 2017.06.
<br />
<a href="http://sclab.cafe24.com/publications/521.pdf">PDF</a>
</li>
<li>
<b>Van Quan Nguyen</b>, Hyung-Jeong Yang, Kyungbaek Kim, A-Ran Oh, “Real-time Earthquake Detection using Convolutional Neural Network and Social Data”, <i>IEEE BigMM 2017 </i>, USA, 2017.04.
<br />
<a href="http://ieeexplore.ieee.org/document/7966735">PDF</a>
</li>
<li>
<b>Van Quan Nguyen</b>, Hyung-Jeong Yang, Kyungbaek Kim, Kwon Minku, “Earthquake Detection Using Social Network Data based on Convolutional Neural Network (CNN) and Long Short Term Memory (LSTM) network”, <i>Korea Smart Media Institute Conference Proceedings</i>, pp.46-50, Seoul National University, April 2017
<br />
<a href="http://sclab.cafe24.com/publications/170507.pdf">PDF</a>
</li>
<li>
Tien Duong Vu, Hyung-Jeong Yang, <b>Van Quan Nguyen</b>, A-Ran Oh, Mi-Sun Kim, “Multimodal learning using convolution neural network and Sparse Autoencoder”, <i>Big Data and Smart Computing (BigComp)</i>, 2017 IEEE International Conference on. IEEE, 2017.02.
<br />
<a href="http://sclab.cafe24.com/publications/170507-3.pdf">PDF</a>
</li>
</ol>
<p><span class="year">2015</span></p>
<ol>
<li>
<b>Van Quan Nguyen</b>, Thang Nguyen Vu, Cuong Vo Le “Low cost FPGA implementation of adaptive rank order filter,” Journal of Science and Technology. 2015
<br />
<a href="pdf/2015.01.01_PTIT_Low cost FPGA implementation of Adaptive Rank Order Filte[ nguyenvanquan_nguyenvuthang_volecuong].pdf" target="_blank">PDF</a> <a target="_blank" href="">View</a><br><br>
</li>
<li>
Thang Nguyen Xuan, Hoan Nguyen Viet, <b>Quan Nguyen Van</b>, Khanh Tran Huy, and Cuong Vo Le, “Boundary sorting method for low cost FPGA implementation of adaptive rank order filter”, <i>6th AUN/SEED-Net Region Conference on Electrical Engineering</i>, Malaysia. May 2014.
<br />
<a href="">PDF</a>
</li>
</ol>
</div>
<div id="project">
<h1><a name="projects">R&D Projects</a></h1>
<table cellpadding=5 cellspacing=0>
<tr>
<th>Period</th>
<th>Title</th>
<th>Fund Support</th>
<th>Document</th>
<th>Status</th>
</tr>
<tr>
<td>2020.03.01 ~ current</td>
<td>Big Watcher Project</td>
<td><a href="http://www.xisom.com/en-us/php/home.php">XISOM</a>, Republic of Korea</td>
<td>
<a href="doc/DocumentSheet.pdf" target="_blank">ToolsSheet</a>
<a href="doc/OPCReport200529_2.pdf" target="_blank">Architecture</a>
<a href="https://www.youtube.com/watch?v=fXQVBeppmno" target="_blank">Demo</a>
</td>
<td>In progress</td>
</tr>
<tr>
<td>2019.03.01 ~ 2020.03.01</td>
<td>Deep Learning Library for .Net framwork</td>
<td><a href="http://www.xisom.com/en-us/php/home.php">XISOM</a>, Republic of Korea</td>
<td>
<a href="doc/PreparingDataandFeatureEngineering20191213.pdf">Architecture</a>
</td>
<td>Completed</td>
</tr>
<tr>
<td>2018.09.10 ~ 2019.03.01</td>
<td>Optical Character Recognition</td>
<td><a href="http://www.xisom.com/en-us/php/home.php">XISOM</a>, Republic of Korea</td>
<td></td>
<td>Completed</td>
</tr>
<tr>
<td>2017.07.20 ~ 2018.08.30</td>
<td>Big Data-based SCADA Data Analysis and Intelligent Failure Prediction System Performance Optimization Study <br>빅 데이터 기반의 SCADA 데이터 분석 및 지능형 장애예측 시스템 성능 최적화 연구</td>
<td><a href="http://www.xisom.com/en-us/php/home.php">XISOM</a>, Republic of Korea</td>
<td></td>
<td>Completed</td>
</tr>
<tr>
<td>2016.10.01 ~ 2017.03.31</td>
<td>
A Study on Data Quality Improvement Technique for High Capacity Multimedia Transmission and Multiuser Sharing using Network Performance Analysis <br>
네트워크 성능분석을 이용한 고용량 멀티미디어 전송 및 멀티유저간의 공유를 위한 데이터 품질향상 기술 연구
</td>
<td><a href="https://www.etri.re.kr/eng/main/main.etri">ETRI</a>, Republic of Korea</td>
<td></td>
<td>Completed</td>
</tr>
</table>
</div>
</div>
<div class="menu" style="padding-left:320px; width:680px">
<ul>
<li><a href="#">Home</a></li>
<li><a href="#papers">Publications</a></li>
<li><a href="#projects">R&D Projects</a></li>
</ul>
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Last modified by Nguyen Van Quan, June, 18, 2019.
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