编委 IGI Editorial Advisory Review Board
1. 研究领域：数据挖掘，机器学习，生物信息学，信息检索
2. 主要研究论文论文
3. ACM 和 IEEE 会员
4. 获得GIW05国际会议的最佳论文奖
5. 获得RECOMB08国际会议的最佳poster奖
程序委员会委员
出版书籍
李晓黎 and See-Kiong Ng(Eds.) (2008) "在蛋白质交互网中的生物数据挖掘 （In english, Biological Data Mining in Protein Interaction Networks)”, IGI Global, USA, 2009.
李晓黎 and See-Kiong Ng (2008) “Positive Unlabeled Learning for Document Classification”, in Encyclopedia of Data Warehousing and Mining (2nd Edition), J. Wang (Ed), IGI Global, USA, 2008.
Kar Leong Tew and 李晓黎 (2009) “Discovering Lethal Proteins in Protein Interaction Network ”, in in Biological Data Mining in Protein Interaction Networks, ", X.-L. Li and S.-K. Ng (Eds.), IGI Global, USA.2009.
论文
Min Wu, 李晓黎*, Chee-Keong Kwoh and See-Kiong Ng, “A Core-Attachment based Method to Detect Protein Complexes in PPI Networks”, BMC Bioinformatics, Vol 10:169.[PDF] * Corresponding author
Hon Nian Chua, Willy Hugo, Guimei Liu, 李晓黎, Limsoon Wong and See-Kiong Ng, “A probabilistic graph-theoretic approach to integrate multiple predictions for the protein-protein subnetwork prediction challenge”, Annals of the New York Academy of Sciences, Vol 1158:224-33, 2009.[PDF]
李晓黎 , Philip S. Yu, Bing Liu, See-Kiong Ng, "Positive Unlabeled Learning for Data Stream Classification", SDM 2009.
李晓黎 , Chuan-Sheng Foo, Kar Leong Tew, See-Kiong Ng, "Searching for Rising Stars in Bibliography Networks", DASFAA 2009.
Hon Nian Chua, Kar Leong Tew, 李晓黎, Seekiong Ng, "A Unified Scoring Scheme for Detecting Essential Proteins in Protein Interaction Networks", "Proceedings of 20th IEEE Int'l Conference on Tools with Artificial Intelligence, Australia, Ohio, USA, November 3-5, 2008.
Min Wu, 李晓黎, Chee-Keong Kwoh, "Algorithms for Detecting Protein Complexes in PPI Networks: An Evaluation Study", Proceedings of Third IAPR International Conference on Pattern Recognition in Bioinformatics (PRIB 2008), Australia, Oct, 15-17, 2008.
李晓黎, Jun-Xiang. Lee, B. Veeravalli, See-Kiong Ng, “Inferring Transcription Factor Interactions Using a Novel HV-SVM Classifier,” International Journal of Computational Biology and Drug Design, 2008. IJCBDD
Min Wu Xiaoli Li, Chee-Keong Kwoh, "Semantic labeling to identify reliable interactions in the protein interaction network", Proceedings of The 2nd International Conference on Bioinformatics and Biomedical Engineering (ICBBE 2008), Shanghai,China. Paper in IEEE
李晓黎, Seekiong Ng. " Mining for domain dependency sets from protein interactions", 12th Annual International Conference Research in Computational Molecular Biology ( POSTER, RECOMB 2008), Singapore, (BEST POSTER AWARD).
Kar Leong Tew, 李晓黎 and Soon-Heng Tan. "Functional Centrality: Detecting lethality of proteins in protein interaction networks.", Proceedings of 18th International Conference on Genome Informatics (GIW2007).
李晓黎, Bing Liu, Seekiong Ng. " Learning to Classify Documents with Only a Small Positive Training Set", Proceedings of The 18th European Conference on Machine Learning (ECML/PKDD-2007),
李晓黎, Chuan-Sheng Foo, See-Kiong Ng, "Discovering Protein Complexes in Dense Reliable Neighborhoods of Protein Interaction Networks", LSS 6th Annual International Conference on Computational Systems Bioinformatics, CSB-2007, P157-168.
李晓黎, Bing Liu, Seekiong Ng. "Learning to Identify Unexpected Instances in the Test Set .", Proceedings of Twentieth International Joint Conference on Artificial Intelligence, P2802-2807, India, 2007 (IJCAI-07)),
李晓黎, Jun-Xiang Lee, Bharadwaj Veeravalli, and See-Kiong Ng. "An HV-SVM Classifier to Infer TF-TF Interactions using Protein Domains and GO Annotations", Proceedings of the IEEE 7th International Symposium on Bioinformatics and Bioengineering (BIBE 2007) Boston, USA, October 14-17, 2007.
李晓黎, Yin-Chet Tan, and See-Kiong Ng, "Systematic Gene Function Prediction from Gene Expression Data by Using a Fuzzy Nearest-Cluster Method", BMC Bioinformatics, 7(Suppl 4): S23, 2006.
李晓黎, Soon-Heng Tan, and See-Kiong Ng, “Unraveling Multi-Domain Dependencies in protein-Protein Interactions", The First International
Conference on Computational Systems Biology, Shanghai, China, July 20-23, 2006.
李晓黎, Soon-Heng Tan, and See-Kiong Ng. "Improving domain-based protein interaction prediction using biologically-significant negative dataset.", International Journal of Data Mining and Bioinformatics (IJDMB), Volume 1, Number 2, P138 - 149, 2006.
李晓黎, Yin-Chet Tan, and See-Kiong Ng, "Systematic Gene Function Prediction Using a Fuzzy Nearest-Cluster Method on Gene Expression Data", in Proceedings of the Symposium of Computations in Bioinformatics and Bioscience", Vol. 1, P 171-178, Hangzhou, China, 20-24 June, 2006.
李晓黎, Soon-Heng Tan, Chuan-Sheng Foo and See-Kiong Ng. "Interaction Graph Mining for Protein Complexes Using Local Clique Merging." in Genome Informatics, Vol. 16, No.2. 2005. (BEST PAPER AWARD)
李晓黎, Soon-Heng Tan, See-Kiong Ng. "Protein Interaction Prediction Using Inferred Domain Interactions and Biologically-Significant Negative Dataset." ICCSA, 318-326. 2005.
李晓黎, Soon-Heng Tan, See-Kiong Ng. "Exploring Cross-Function Domain Interaction Map." in Proceedings of the 2005 International Joint Conference of InCoB, AASBi and KSBI (BIOINFO), Busan, Korea, P 431-436. 2005.
李晓黎, Bing Liu. "Learning from Positive and Unlabeled Examples with Different Data Distributions." in Proceedings European Conference on Machine Learning (ECML-05),
Bing Liu, 李晓黎, Wee Sun Lee and Philip S. Yu. "Text Classification by Labeling Words" in Proceedings of Nineteeth National Conference on Artificial Intellgience (AAAI-2004), San Jose, USA, July 2004.
李晓黎, Rohit Joshi, Sreeram Ramachandaran, Tze-Yun Leong. "Classifying Biomedical Citations without Labeled Training Examples." Proceedings of the Third IEEE International Conference on Data Mining (ICDM'04), 455-458. 2004.
李晓黎, and Bing Liu. "Dealing with Different Distributions in Learning from Positive and Unlabeled Web Data." WWW-2004 poster paper.
李晓黎, Tze-Yun Leong. A Support Vector Machine Approach to Solving the Breast Cancer Diagnosis Problem, MEDINFO 2004.
Rohit Joshi, 李晓黎, Sreeram Ramachandaran, and Tze Yun Leong. "Automatic Model Structuring from Text using BioMedical Ontology." Proceedings of AAAI Workshop Adaptive Text Extraction and Mining , 74-79. 2004.
Lan Yi, Bing Liu, and 李晓黎. "Eliminating Noisy Information in Web Pages for Data Mining." Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD-2003), Washington, DC, USA, August 24 - 27, 2003.
Bing Liu, Yang Dai, 李晓黎, Wee Sun Lee and and Philip Yu. "Building Text Classifiers Using Positive and Unlabeled Examples." in Proceedings of the Third IEEE International Conference on Data Mining (ICDM'03), Melbourne, Florida, November 19-22, 2003.
李晓黎 and Bing Liu. "Learning to classify text using positive and unlabeled data." Proceedings of Eighteenth International Joint Conference on Artificial Intelligence (IJCAI-03), Aug 9-15, 2003, Acapulco, Mexico, .
Bing Liu, Wee Sun Lee, Philip S Yu and 李晓黎. "Partially Supervised Classification of Text Documents." Proceedings of the Nineteenth International Conference on Machine Learning (ICML-2002), 8-12, July 2002, Sydney, Australia. [PostScript] [Full Paper] (More than 100 CITATIONS).
李晓黎, Bing Liu, Ton-Heng Phang, Minqing Hu, "Using Micro Information Unit for Internet Search," ACM CIKM-2002, McLean, VA, Nov 5-9, 2002.
Haoran Wu, Tong-Heng Pang, Bing Liu, 李晓黎. "A Refinement Approach to Handling Model Misfit in Text Categorization," Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD-2002, full paper), Edmonton, Canada, July 23-26, 2002.
李晓黎, Bing Liu, Tong-Heng Phang, and Minqing Hu. "Web Search Based on Micro Information Units." WWW-2002 (poster), Honolulu, Hawaii, USA 7-11 May 2002.
Li Xiaoli, Liang Yongquan and Shi Zhongzhi, A Dynamic User Interest Acquiring Algorithm in the Internet Information Retrieval, The Fifth International Conference for Young Computer Scientists, Nanjing, 1999.
Li Xiaoli, Liang Yongquan, Shi Zhongzhi, Capturing User Interest and High quality pages in Internet Information Retrieval, International Conference on Machine Translation & Computer Language Information Processing, Beijing, 1999.
Liang Yongquan, Li Xiaoli and Shi Zhongzhi, A Computer Go-Playing Model Based on Agent, The Fifth International Conference for Young Computer Scientists, 1999, Nanjing.
Li Xiaoli, Liu Jimin, Shi Zhongzhi, combine Support Vector Machine with Unsupervised Clustering in text classification, 16th World Computer Congress (WCC2000), 2000.
Li Xiaoli, Liu Jimin, Shi Zhongzhi, A Document Classifier Based on Word Semantic Association, In Proceeding of the 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia (PRICAI), 2000.
Li Xiaoli, Liu Jimin, Shi Zhongzhi, A Chinese Web page Classifier Based on Support Vector Machine and Unsupervised Clustering, Chinese Journal of Computers, VOL24, NO1, P. 62-68, 2001. (In Chinese, 李晓黎，刘继敏，史忠植，支持向量机与无监督聚类相结合的网页分类，计算机学报，VOL24, NO1, 2001)
Li Xiaoli, Shi Zhongzhi, A data mining method to acquire part of speech rules in Chinese text, Jounal of Computer Research and Development, Vol. 27, No. 12, P. 1409-1414, 2000. ( In Chinese, 李晓黎，史忠植，自动获取词性标注规则的数据采掘方法，计算机研究与发展, VOL37,NO12, 2000)
Li Xiaoli, Shi Zhongzhi, The Concept-Reasoning Network and its Application in Text Classification, Jounal of Computer Research and Development, Vol. 37, No. 9, P. 1032-1038, 2000. (In Chinese, 李晓黎，刘继敏，史忠植，概念推理网及其在文本分类中的应用。计算机研究与发展, VOL37, NO 9, 2000)
Personalized Services of Seach Engines, The Proceeding of sixth Artificial Intelligence, 2001. (In Chinese, 李晓黎，史忠植，董明楷，搜索引擎实现个性化服务研究，第六届中国人工智能联合学术会议论文集，清华大学出版社，2001)
A Clustering Method for Chinese Web Pages, Proceeeding of Symposium of Sixth Graduated Students on Science and Techlogy, 2000. (In Chinese, 李晓黎，史忠植，一种中文网页聚类算法，第六届计算机科学与技术研究生学术讨论会论文集（下册），2000)
Li Xiaoli, Shi Zhongzhi, A Learning Method for identifying Users' Interests in Internet, Lan Zou, 1999, 08, P625. (In Chinese, 李晓黎、史忠植、梁永全，INTERNET网上一种识别用户兴趣的学习方法，第十六届全国数据库学术会议论文集（兰州大学学报VOL35），1999)
Lu Song, Li Xiaoli, Bai Suo, Wangshi, An Improved Approach to Weighting Terms in Text, Jounral of Chinese Information Processing, 14(6): 8-13, 2000. (In Chinese, 鲁松，李晓黎，白硕，王实, 文档中词语权重计算方法的改进，中文信息学报, Vol.14.No.6, 2000)
Shi Zhongzhi, Ye Shiren, Li Xiaoli, You Xiangtao, Data Mining, Proceeeding of Symposium of Knowledge Engineering and Science, 1999. (In Chinese, 史忠植，叶施仁，李晓黎，游湘涛，宫秀军，吴斌，刘欢，Zucker，数据采掘，世纪之交的知识工程和知识科学学术研讨会, 1999)
Ye Shiren, You Xiangtao, Shi Zhongzhi, Li Xiaoli, Efficient Similarity Computing Methods in High Dimentsional Data, Jounal of Computer Research and Development, Vol, 37, No. 10, P. 1166-1172. (In Chinese, 叶施仁，游湘涛，史忠植，李晓黎，高维数据中有效的相似性计算方法，计算机研究与发展, VOL37, NO10, 2000)
Zhongzhi Shi, Wei Li, Hu Cao and Xiaoli Li, Distributed Information Retrieval Agent JMAT, First Asia-Pacific Conference on Intelligent Agent Technology (IAT'99), Hongkong.
Li Xiaoli, Shi Zhongzhi, Innovating Web Page Classification Through Reducing Noise, Chinese Journal of Computer Science and Technology, Volume 17 , Issue 1 (January 2002), Pages: 9 - 17.
史忠植教授
中科院计算技术研究所
返回英文版Li Xiaoli, Ph. D. 李晓黎博士
