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<!DOCTYPE HTML>
<html>
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<title>彭立志</title>
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</head>
<body>
<div class="fh5co-loader"></div>
<div id="page" style="padding-top:80px;">
<div class="container-wrap">
<div id="fh5co-sermon">
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</br></br>
<h2>彭立志， 博士</h2>
<p>济南大学教授</p>
<h3><a href="home_cn.html">MLNBA-机器学习与网络分析实验室</a></h3>
<a href="index.html">English</a>
</div>
</div>
</div>
<aside id="fh5co-hero">
<div class="flexslider">
<ul class="slides">
<li style="background-image: url(images/lizhipeng_big.jpg);">
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</li>
</ul>
</div>
</aside>
<div id="fh5co-events" style="color:black;">
<div class="row animate-box">
<div class="col-md-6 col-md-offset-0 fh5co-heading">
<h2>简介</h2>
</div>
</div>
<div class="row animate-box">
<div class="col-md-12 col-md-offset-0" style="text-align:justify;">
<span>彭立志，博士，济南大学信息科学与工程学院教授。IEEE会员，ACM会员，CCF会员。1994年毕业于西安交通大学工程力学系，获得工学学士学位，2006年于济南大学获得计算机应用技术硕士学位，2015年于哈尔滨工业大学获得计算机科学与技术博士学位。2017年赴新西兰奥塔哥大学计算机系作为高级访问学者访学一年。研究领域包括机器学习、进化计算、计算机网络、并行与分布式计算。主持、参与国家自然科学基金、山东省自然科学基金项目、山东省重点研发计划计划项目多项，获得山东省科技进步二等奖、黑龙江省科技进步二等奖各一项，山东省自然科学奖一项。在《Information Sciences》、《Computer Communications》、《Parallel Computing》、《Applied Soft Computing》、IWQoS等刊物或会议上发表论文50余篇。</span>
</div>
</div>
</br>
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<h3>联系方式 </h3>
</div>
<blockquote class="dailyVerse">
<span>地址: 济南大学西校区信息科学与工程学院12教学楼118室 </br>
济南市市中区南辛庄西路336号, 邮编：250022</br>
电话: (+86) 531-8973-6863 </br>
邮箱: plz@ujn.edu.cn </br>
实验室: <a href="home_cn.html">MLNBA-机器学习与网络分析实验室</a>
</span>
</blockquote>
</div>
</div>
<div class="row animate-box">
<div class="col-md-12 col-md-offset-0">
<div class="fh5co-heading subtitle">
<h3>教育经历</h3>
</div>
<div class="publications">
<ul>
<li>2009.09-2015.07</br>
哈尔滨工业大学，计算机科学与技术学院，计算机科学与技术专业，研究生/博士</br>
</li>
<li>2003.09-2006.07</br>
济南大学，信息科学与工程学院，计算机科学与技术专业，研究生/硕士</br>
</li>
<li>1994.09-1998.07</br>
西安交通大学，工程力学系，工程力学专业，本科</br>
</li>
</ul>
</div>
</div>
</div>
<div class="row animate-box">
<div class="col-md-12 col-md-offset-0">
<div class="fh5co-heading subtitle">
<h3>工作经历</h3>
</div>
<div class="publications">
<ul>
<li>2019.12-</br>
济南大学，教授</br>
</li>
<li>2015.01-2019.12</br>
济南大学，副教授</br>
</li>
<li>2008.10-2014.12</br>
济南大学，讲师</br>
</li>
<li>2006.07-2008.09</br>
济南大学，助教</br>
</li>
<li>1998.07-2003.08</br>
济南开拓科技有限公司，软件开发</br>
</li>
</ul>
</div>
</div>
</div>
<div class="row animate-box">
<div class="col-md-12 col-md-offset-0">
<div class="fh5co-heading subtitle">
<h3>代表著作</h3>
</div>
<div class="publications">
<ol>
<li>Gaussian Distribution based Oversampling for Imbalanced Data Classification</br>
Yuxi Xie, Min Qiu, Haibo Zhang, <strong>Lizhi Peng*</strong>, Zhenxiang Chen</br>
In IEEE Transactions on Knowledge and Data Engineering, 2020, accepted</li>
<li>Ranking-based Biased Learning Swarm Optimizer for Large-Scale Optimization</br>
Hanbo Deng, <strong>Lizhi Peng*</strong>, Haibo Zhang, Bo Yang, Zhenxiang Chen</br>
In (Elsevier) Information Sciences, 493(16), pp. 120-137, 2019.</li>
<li>Generative Learning for Imbalanced Data Using the Gaussian Mixed Model</br>
Yuxi Xie, <strong>Lizhi Peng*</strong>, Zhenxiang Chen, Bo Yang, Hongli Zhang</br>
In (Elsevier) Applied Soft Computing, 79(6), pp. 439-451, 2019.</li>
<li>Imbalanced learning based on adaptive weighting and Gaussian function synthesizing with an application on Android malware detection</br>
Ying Pang, <strong>Lizhi Peng*</strong>, Zhenxiang Chen, Bo Yang, Hongli Zhang</br>
In (Elsevier) Information Sciences, 484(1), pp. 95-112, 2019. (SCI，IF: 4.305)</li>
<li> A Fast Feature Weighting Algorithm of Data Gravitation Classification</br>
<strong>Lizhi Peng</strong>, Hongli Zhang, Haibo Zhang, Bo Yang</br>
In (Elsevier) Information Sciences, 375(1), pp. 54-78, 2017. (SCI，IF: 4.832)</li>
<li> Imbalanced traffic identification using an imbalanced data gravitation-based classification model, C</br>
<strong>Lizhi Peng</strong>, Haibo Zhang, Yuehui Chen, Bo Yang</br>
In Computer Communications 102(1), pp. 177–189, 2017. (SCI，IF: 3.338)</li>
<li>Data Gravitation Based Classification</br>
<strong>Lizhi Peng</strong>, Bo Yang, Yuehui Chen, Ajith Abraham</br>
In (Elsevier) Information Sciences, 179(6), pp. 809-819, 2009. (SCI，IF: 3.643)</li>
</ol>
</div>
</div>
</div>
<div class="row animate-box">
<div class="col-md-12 col-md-offset-0">
<div class="fh5co-heading subtitle">
<h3>获奖</h3>
</div>
<div class="publications">
<ul>
<li>2017年，黑龙江省科技进步奖二等奖，第九位</br>
P2P网络信息安全管理技术
</li>
<li>2015年，山东省自然科学奖三等奖，第五位</br>
混合型计算智能理论及其应用研究
</li>
<li>2014年，山东省研究生教育省级教学成果二等奖，第三位</br>
以“计算机网络体系结构”为核心的网络计算与服务精品课程群建设
</li>
<li>2010年，山东省计算机应用优秀成果一等奖，第三位</br>
山东省学位与研究生教育一体化管理支撑系统</br>
</li>
<li>2009年，山东省科学技术二等奖，第五位 </br>
分布式园区网络访问控制关键技术研究
</li>
</ul>
</div>
</div>
</div>
<div class="row animate-box">
<div class="col-md-12 col-md-offset-0">
<div class="fh5co-heading subtitle">
<h3>主要学术兼职</h3>
</div>
<div class="publications">
<ul>
<li>IEEE会员</li>
<li>ACM会员</li>
<li>CCF会员</li>
<li>Information Sciences, Journal of Network and Computer Applications等期刊审稿人</li>
<li>14th IEEE International Conference on Pervasive Intelligent and Computing (PICom 2016) 会议PC member</li>
<li>2018 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC 2018) 会议session chair</li>
</ul>
</div>
</div>
</div>
</div>
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