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<!DOCTYPE HTML>
<html>
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<title>Lizhi Peng</title>
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</br>
<h2>Lizhi Peng, Ph.D</h2>
<p>Professor, University of Jinan</p>
<h3><a href="home.html">MLNBA-Machine Learning & Network Behavior Analysis Lab</a></h3>
<a href="index_cn.html">中文</a>
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<h2>Biography</h2>
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<span>Lizhi Peng received the Ph.D. degree in Computer Science and Technology from the School of Computer Science and Technology, Harbin Institute of Technology, China, 2015. He is currently an Professor at School of Information Science and Engineering, University of Jinan, China and Shandong Provincial Key Laboratory of Network Based Intelligent Computing, University of Jinan, China. Dr.Peng is a visitor scholar at Computer Science Department, University of Otago, New Zealand. His primary interests are in machine learning, evolutionary computing, computer networks, parallel and distributed computing. He presided over and participated in many projects of the National Natural Science Foundation of China, Shandong Natural Science Foundation and Shandong Key R&D Program. He won the second prize of Shandong Science and Technology Progress, the second prize of Heilongjiang Science and Technology Progress, and the second prize of Shandong Natural Science. He has published more than 50 papers in publications or conferences such as Information Sciences, Computer Communications, Parallel Computing, Applied Soft Computing and IWQoS.</span>
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<h3>Contact Information </h3>
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<blockquote class="dailyVerse">
<span>Address: School of Information Science and Engineering, University of Jinan </br>
No. 336, West Road of Nan Xinzhuang, Jinan, 250022 China</br>
Telephone: (+86) 531-8973-6863 </br>
Email: plz@ujn.edu.cn </br>
Lab: <a href="home.html">MLNBA-Machine Learning & Network Behavior Analysis Lab</a>
</span>
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<h3>Education </h3>
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<ul>
<li>2009.09-2015.07</br>
Ph.D, Computer Science and Technology, School of Computer Science and Technology, Harbin Institute of Technology, China</br>
</li>
<li>2003.09-2006.07</br>
M.S, Computer Science and Technology, School of Information Science and Engineering, University of Jinan, China</br>
</li>
<li>1994.09-1998.07</br>
Software Engineering, School of Engineering Mechanics, Xi’an Jiaotong University, China</br>
</li>
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<h3>Work Experience </h3>
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<div class="publications">
<ul>
<li>2019.12-</br>
Professor, University of Jinan, China</br>
</li>
<li>2015.01-2019.12</br>
Associate Professor, University of Jinan, China</br>
</li>
<li>2008.10-2014.12</br>
Lecturer, University of Jinan, China</br>
</li>
<li>2006.07-2008.09</br>
Teaching Assistant, University of Jinan, China</br>
</li>
<li>1998.07-2003.08</br>
Teaching Assistant, Jinan Pioneer Technology co.LTD, China</br>
</li>
</ul>
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<h3>Selected Publications</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>
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<h3>Awards</h3>
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<div class="publications">
<ul>
<li>Second Prize of Heilongjiang Science and Technology Progress Award, No. 9, 2017</br>
P2P network information security management technology
</li>
<li>Shandong Natural Science Award Third Prize, No. 5, 2015</br>
Hybrid Computing Intelligence Theory and Its Application
</li>
<li>Shandong Province Computer Application Excellent Achievements First Prize, No. 3, 2010</br>
Integrative Management Support System of Degree and Graduate Education in Shandong Province
</li>
<li>Second Prize of Science and Technology in Shandong Province, No. 5, 2009</br>
Research on Key Technologies of Distributed Park Network Access Control
</li>
<li>Shandong Province Graduate Education Provincial Teaching Achievement First Prize, No. 5, 2009 </br>
Research and Application of Management Information System for Degree and Graduate Education
</li>
</ul>
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<h3>Major academic part-time jobs</h3>
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<div class="publications">
<ul>
<li>Member, IEEE, IEEE Computer Society, USA</li>
<li>Member, ACM, USA</li>
<li>Senior Member, CCF, P.R.China</li>
<li>Reviewers of Information Sciences, Journal of Network and Computer Applications</li>
<li>The PC member of the 14th IEEE International Conference on Pervasive Intelligent and Computing (PICom 2016) Conference</li>
<li>The session chair of the 2018 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC 2018) Conference</li>
</ul>
</div>
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