Xie, Zhipeng
Associate Professor
School of Computer Science
Fudan University
Email: xiezp@fudan.edu.cn
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
My publications from the DBLP Bibliography Server
[1] 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)
[2] 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
[3] Zhipeng Xie: Boosting Local Naïve Bayesian Rules. ISNN (2) 2009: 773-783
[4] Zhipeng Xie: Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy Estimation. PAKDD 2009: 849-858
[5] Zhipeng Xie: Improved AdaBoost.M1 of decision trees with confidence-rated predictions. SAC 2009: 1462-1466
[6] 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>
[7] Zhipeng Xie: LBR-Meta: An Efficient Algorithm for Lazy Bayesian Rules. AusDM 2008: 33-39
[8] 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
[9] Zhipeng Xie: Naïve Bayesian Tree Pruning by Local Accuracy Estimation. ADMA 2006: 558-565
[10] Zhipeng Xie: Several Speed-Up Variants of Cascade Generalization. FSKD 2006: 536-540
[11] 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
[12] Qing Zhang, Zhipeng Xie, Weiwei Sun, Baile Shi: Tree Structure Based Data Gathering for Maximum Lifetime in Wireless Sensor Networks. APWeb 2005: 513-522
[13] Zhipeng Xie, Zongtian Liu: From Intent Reducts for Attribute Implications to Approximate Intent Reducts for Association Rules. CIT 2005: 162-169
[14] Zhipeng Xie, Qing Zhang, Wynne Hsu, Mong-Li Lee: Enhancing SNNB with Local Accuracy Estimation and Ensemble Techniques. DASFAA 2005: 523-535
[15] Zhipeng Xie, Wynne Hsu, Mong-Li Lee: Mode Committee: A Novel Ensemble Method by Clustering and Local Learning. ICTAI 2004: 628-633
[16] Zhipeng Xie: A Study of Selective Neighborhood-Based Nai”ve Bayes for Efficient Lazy Learning. ICTAI 2004: 758-760
[17] Qing Zhang, Huiqiong Chen, Yijun Yu, Zhipeng Xie, Baile Shi: Dynamically Self-Organized Service Composition in Wireless Ad Hoc Networks. TES 2004: 95-106
[18] Zhipeng Xie, Wynne Hsu, Mong-Li Lee: Generalization of Classification Rules. ICTAI 2003: 522-529
[19] 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
[20] Zhipeng Xie, Wynne Hsu, Zongtian Liu, Mong-Li Lee: SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning. PAKDD 2002: 104-114
[21] Zhipeng Xie, Wynne Hsu, Zongtian Liu, Mong-Li Lee: Concept lattice based composite classifiers for high predictability. J. Exp. Theor. Artif. Intell. 14(2-3): 143-156 (2002)
[22] 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
[23] 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
[24] Zongtian Liu, Zhipeng Xie: Discernibility System in Rough Sets. PAKDD 1999: 220-227