谢志鹏

个人简介

Email: xiezp@fudan.edu.cn
Tel : 13564504236



Research Interests:  Data Mining, Machine Learning, Text Mining


Personal information :

Associate Professor, (April 2005 ~ Now), School of Computer Science, Fudan University, China

Assistant Professor, (April 2003 ~ April 2005), School of Computer Science, Fudan University, China

Visiting Professor, BIRC, NTU, Singapore

Visiting Scholar, (September 2005 ~ March 2006), University of California, San Diego, USA

Post-Doctoral Research Fellow, (May 2001 ~ April 2003), National University of Singapore, Singapore

Graduate Student, (September 1997 ~ March 2001), Computer Science, Hefei University of Technology, China (Ph.D degree obtained in 2001)

Undergraduate Student, (September 1993 ~ June 1997), Computer Science, Hefei University of Technology, China (B.Sc degree obtained in 1997)


Publication:


[1]Zhipeng Xie, Rui Dong, et al. A probabilistic approach to latent cluster analysis. IJCAI 2013, pages. 1813-1819

[2]Min Wu, Zhipeng Xie, Xiaoli Li, Chee Keong Kwoh, Jie Zheng. Identitying protein complexes from heterogeneous biological data. Proteins: Structure, Function, and Bioinformatics, 2013, accepted

[3]Zhipeng Xie, Chee Keong Kwoh, Xiaoli Li, Min Wu: Construction of co-complex score matrix for protein complex prediction from AP-MS data. Bioinformatics [ISMB/ECCB] 27(13): 159-166 (2011)

[4]谢志鹏,张卿. 无线Ad Hoc网络最大生命周期路由算法的诚实机制(英文). 软件学报,2009, (09): 2542-2558

[5]Zhipeng Xie: Boosting Local Naïve Bayesian Rules. ISNN (2) 2009: 773-783

[6]Zhipeng Xie: Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy Estimation. PAKDD 2009: 849-858

[7]Zhipeng Xie: Improved AdaBoost.M1 of decision trees with confidence-rated predictions. SAC 2009: 1462-1466

[8]朱晓峰,谢志鹏 . 使用半边脸训练集的快速人脸检测方法. 小型微型计算机系统,2009, (11): ?/span>

[9]Zhipeng Xie: LBR-Meta: An Efficient Algorithm for Lazy Bayesian Rules. AusDM 2008: 33-39

[10]何昕,谢志鹏 . 基于简单树匹配算法的Web页面结构相似性度量. 第二十四届中国数据库学术会议,2007,计算机研究与发展,44(增刊)(10): 1-6

[11]Zhipeng Xie: Naïve Bayesian Tree Pruning by Local Accuracy Estimation. ADMA 2006: 558-565

[12]Zhipeng Xie: Several Speed-Up Variants of Cascade Generalization. FSKD 2006: 536-540

[13]张卿,谢志鹏,凌波,孙未未,施伯乐. 一种传感器网络最大化生命周期数据收集算法(英文). 软件学报,2005, 16(11): 1946-1957

[14]Qing Zhang, Zhipeng Xie, Weiwei Sun, Baile Shi: Tree Structure Based Data Gathering for Maximum Lifetime in Wireless Sensor Networks. APWeb 2005: 513-522

[15]Zhipeng Xie, Zongtian Liu: From Intent Reducts for Attribute Implications to Approximate Intent Reducts for Association Rules. CIT 2005: 162-169

[16]Zhipeng Xie, Qing Zhang, Wynne Hsu, Mong-Li Lee: Enhancing SNNB with Local Accuracy Estimation and Ensemble Techniques. DASFAA 2005: 523-535

[17]Zhipeng Xie, Wynne Hsu, Mong-Li Lee: Mode Committee: A Novel Ensemble Method by Clustering and Local Learning. ICTAI 2004: 628-633

[18]Zhipeng Xie: A Study of Selective Neighborhood-Based Nai”ve Bayes for Efficient Lazy Learning. ICTAI 2004: 758-760

[19]Qing Zhang, Huiqiong Chen, Yijun Yu, Zhipeng Xie, Baile Shi: Dynamically Self-Organized Service Composition in Wireless Ad Hoc Networks. TES 2004: 95-106

[20]Zhipeng Xie, Wynne Hsu, Mong-Li Lee: Generalization of Classification Rules. ICTAI 2003: 522-529

[21]谢志鹏,刘宗田. 概念格的快速渐进式构造算法.计算机学报,2002, 25(05): 490-496

[22]Zhipeng Xie, Wynne Hsu, Zongtian Liu, Mong-Li Lee: SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning. PAKDD. 2002: 104-114.

[23]Zhipeng Xie, Wynne Hsu, Zongtian Liu, Mong-Li Lee: Concept lattice based composite classifiers for high predictability. J. Exp. Theor. Artif. Intell.  2002, 14(2-3): 143-156.

[24]张卿,谢志鹏,刘宗田.基于变长编码遗传算法的最小缩减计算.小型微型计算机系统,2001, 22(09): 1055-1057.

[25]谢志鹏,刘宗田.概念格与关联规则发现.计算机研究与发展,2000, 37(12): 1415-1421.

[26]Zongtian Liu, Zhipeng Xie: Discernibility System in Rough Sets. PAKDD 1999: 220-227.

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