Bing Liu

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1 Integrating Classification and Association Rule Mining. Bing Liu, Wynne Hsu, Yiming Ma. KDD 1998, 80-86. Cited by 1050Web SearchBibTeX
2 Mining and summarizing customer reviews. Minqing Hu, Bing Liu. KDD 2004, 168-177. Cited by 431Web SearchBibTeXDownload
3 Pruning and Summarizing the Discovered Associations. Bing Liu, Wynne Hsu, Yiming Ma. KDD 1999, 125-134. Cited by 283Web SearchBibTeXDownload
4 Mining Association Rules with Multiple Minimum Supports. Bing Liu, Wynne Hsu, Yiming Ma. KDD 1999, 337-341. Cited by 281Web SearchBibTeXDownload
5 Mining data records in Web pages. Bing Liu, Robert L. Grossman, Yanhong Zhai. KDD 2003, 601-606. Cited by 219Web SearchBibTeXDownload
6 Opinion observer: analyzing and comparing opinions on the Web. Bing Liu, Minqing Hu, Junsheng Cheng. WWW 2005, 342-351. Cited by 216Web SearchBibTeXDownload
7 Using General Impressions to Analyze Discovered Classification Rules. Bing Liu, Wynne Hsu, Shu Chen. KDD 1997, 31-36. Cited by 183Web SearchBibTeX
8 Eliminating noisy information in Web pages for data mining. Lan Yi, Bing Liu, Xiaoli Li. KDD 2003, 296-305. Cited by 165Web SearchBibTeXDownload
9 Web data extraction based on partial tree alignment. Yanhong Zhai, Bing Liu. WWW 2005, 76-85. Cited by 162Web SearchBibTeXDownload
10 Mining Opinion Features in Customer Reviews. Minqing Hu, Bing Liu. AAAI 2004, 755-760. Cited by 145Web SearchBibTeX
11 Analyzing the Subjective Interestingness of Association Rules. Bing Liu, Wynne Hsu, Shu Chen, Yiming Ma. IEEE Intelligent Systems (15): 47-55 (2000). Cited by 142Web SearchBibTeXDownload
12 Partially Supervised Classification of Text Documents. Bing Liu, Wee Sun Lee, Philip S. Yu, Xiaoli Li. ICML 2002, 387-394. Cited by 137Web SearchBibTeX
13 Mining topic-specific concepts and definitions on the web. Bing Liu, Chee Wee Chin, Hwee Tou Ng. WWW 2003, 251-260. Cited by 131Web SearchBibTeXDownload
14 Post-Analysis of Learned Rules. Bing Liu, Wynne Hsu. AAAI/IAAI, Vol. 1 1996, 828-834. Cited by 129Web SearchBibTeX
15 Finding Interesting Patterns Using User Expectations. Bing Liu, Wynne Hsu, Lai-Fun Mun, Hing-Yan Lee. IEEE Trans. Knowl. Data Eng. (11): 817-832 (1999). Cited by 110Web SearchBibTeXDownload
16 Building Text Classifiers Using Positive and Unlabeled Examples. Bing Liu, Yang Dai, Xiaoli Li, Wee Sun Lee, Philip S. Yu. ICDM 2003, 179-188. Cited by 105Web SearchBibTeXDownload
17 Clustering Transactions Using Large Items. Ke Wang, Chu Xu, Bing Liu. CIKM 1999, 483-490. Cited by 100Web SearchBibTeXDownload
18 Learning to Classify Texts Using Positive and Unlabeled Data. Xiaoli Li, Bing Liu. IJCAI 2003, 587-594. Cited by 91Web SearchBibTeX
19 Interestingness-Based Interval Merger for Numeric Association Rules. Ke Wang, Soon Hock William Tay, Bing Liu. KDD 1998, 121-128. Cited by 79Web SearchBibTeX
20 Top 10 algorithms in data mining. Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg. Knowl. Inf. Syst. (14): 1-37 (2008). Cited by 78Web SearchBibTeXDownload
21 Clustering Through Decision Tree Construction. Bing Liu, Yiyuan Xia, Philip S. Yu. CIKM 2000, 20-29. Cited by 75Web SearchBibTeXDownload
22 Discovering unexpected information from your competitors' web sites. Bing Liu, Yiming Ma, Philip S. Yu. KDD 2001, 144-153. Cited by 72Web SearchBibTeXDownload
23 Multi-level organization and summarization of the discovered rules. Bing Liu, Minqing Hu, Wynne Hsu. KDD 2000, 208-217. Cited by 72Web SearchBibTeXDownload
24 Business applications of data mining. Chidanand Apté, Bing Liu, Edwin P. D. Pednault, Padhraic Smyth. Commun. ACM (45): 49-53 (2002). Cited by 70Web SearchBibTeXDownload
25 Web Page Cleaning for Web Mining through Feature Weighting. Lan Yi, Bing Liu. IJCAI 2003, 43-50. Cited by 52Web SearchBibTeX
26 Improving an Association Rule Based Classifier. Bing Liu, Yiming Ma, Ching Kian Wong. PKDD 2000, 504-509. Cited by 50Web SearchBibTeXDownload
27 Discovering Interesting Holes in Data. Bing Liu, Liang-Ping Ku, Wynne Hsu. IJCAI (2) 1997, 930-935. Cited by 49Web SearchBibTeX
28 Identifying comparative sentences in text documents. Nitin Jindal, Bing Liu. SIGIR 2006, 244-251. Cited by 45Web SearchBibTeXDownload
29 Identifying non-actionable association rules. Bing Liu, Wynne Hsu, Yiming Ma. KDD 2001, 329-334. Cited by 44Web SearchBibTeXDownload
30 Text Classification by Labeling Words. Bing Liu, Xiaoli Li, Wee Sun Lee, Philip S. Yu. AAAI 2004, 425-430. Cited by 43Web SearchBibTeX
31 Mining Comparative Sentences and Relations. Nitin Jindal, Bing Liu. AAAI 2006. Cited by 41Web SearchBibTeX
32 Learning with Positive and Unlabeled Examples Using Weighted Logistic Regression. Wee Sun Lee, Bing Liu. ICML 2003, 448-455. Cited by 41Web SearchBibTeX
33 Mining Changes for Real-Life Applications. Bing Liu, Wynne Hsu, Heng-Siew Han, Yiyuan Xia. DaWaK 2000, 337-346. Cited by 39Web SearchBibTeXDownload
34 Discovering Frequent Substructures from Hierarchical Semi-structured Data. Gao Cong, Lan Yi, Bing Liu, Ke Wang. SDM 2002. Cited by 37Web SearchBibTeXDownload
35 Discovering the set of fundamental rule changes. Bing Liu, Wynne Hsu, Yiming Ma. KDD 2001, 335-340. Cited by 36Web SearchBibTeXDownload
36 Structured Data Extraction from the Web Based on Partial Tree Alignment. Yanhong Zhai, Bing Liu. IEEE Trans. Knowl. Data Eng. (18): 1614-1628 (2006). Cited by 35Web SearchBibTeXDownload
37 Analyzing the Interestingness of Association Rules from the Temporal Dimension. Bing Liu, Yiming Ma, Ronnie Lee. ICDM 2001, 377-384. Cited by 34Web SearchBibTeXDownload
38 Querying multiple sets of discovered rules. Alexander Tuzhilin, Bing Liu. KDD 2002, 52-60. Cited by 34Web SearchBibTeXDownload
39 The dynamics of a prey-dependent consumption model concerning impulsive control strategy. Bing Liu, Lansun Chen, Yujuan Zhang. Applied Mathematics and Computation (169): 305-320 (2005). Cited by 33Web SearchBibTeXDownload
40 Intelligent Route Finding: Combining Knowledge and Cases and an Efficient Search Algorithm. Bing Liu. ECAI 1996, 380-384. Cited by 32Web SearchBibTeX
41 A holistic lexicon-based approach to opinion mining. Xiaowen Ding, Bing Liu, Philip S. Yu. WSDM 2008, 231-240. Cited by 32Web SearchBibTeXDownload
42 Editorial: special issue on web content mining. Bing Liu, Kevin Chen-Chuan Chang. SIGKDD Explorations (6): 1-4 (2004). Cited by 31Web SearchBibTeXDownload
43 Extracting Web Data Using Instance-Based Learning. Yanhong Zhai, Bing Liu. WISE 2005, 318-331. Cited by 31Web SearchBibTeXDownload
44 Extracting Web Data Using Instance-Based Learning. Yanhong Zhai, Bing Liu. World Wide Web 2007, 113-132. Cited by 31Web SearchBibTeXDownload
45 A refinement approach to handling model misfit in text categorization. Haoran Wu, Tong-Heng Phang, Bing Liu, Xiaoli Li. KDD 2002, 207-216. Cited by 29Web SearchBibTeXDownload
46 Visually Aided Exploration of Interesting Association Rules. Bing Liu, Wynne Hsu, Ke Wang, Shu Chen. PAKDD 1999, 380-389. Cited by 28Web SearchBibTeXDownload
47 Web for Data Mining Applications. Bing Liu, Yiming Ma, Ching Kian Wong. COMPSAC 2000, 465-466. Cited by 27Web SearchBibTeXDownload
48 Targeting the right students using data mining. Yiming Ma, Bing Liu, Ching Kian Wong, Philip S. Yu, Shuik Ming Lee. KDD 2000, 457-464. Cited by 27Web SearchBibTeXDownload
49 On the temporal dimension of search. Philip S. Yu, Xin Li, Bing Liu. WWW (Alternate Track Papers & Posters) 2004, 448-449. Cited by 26Web SearchBibTeXDownload
50 Positive solutions of a nonlinear four-point boundary value problems. Bing Liu. Applied Mathematics and Computation (155): 179-203 (2004). Cited by 25Web SearchBibTeXDownload
51 Scoring the Data Using Association Rules. Bing Liu, Yiming Ma, Ching Kian Wong, Philip S. Yu. Appl. Intell. (18): 119-135 (2003). Cited by 25Web SearchBibTeXDownload
52 Concurrent Discretization of Multiple Attributes. Ke Wang, Bing Liu. PRICAI 1998, 250-259. Cited by 25Web SearchBibTeXDownload
53 Using Decision Tree Induction for Discovering Holes in Data. Bing Liu, Ke Wang, Lai-Fun Mun, Xin-Zhi Qi. PRICAI 1998, 182-193. Cited by 24Web SearchBibTeXDownload
54 NET - A System for Extracting Web Data from Flat and Nested Data Records. Bing Liu, Yanhong Zhai. WISE 2005, 487-495. Cited by 24Web SearchBibTeXDownload
55 The utility of linguistic rules in opinion mining. Xiaowen Ding, Bing Liu. SIGIR 2007, 811-812. Cited by 23Web SearchBibTeXDownload
56 Visualizing web site comparisons. Bing Liu, Kaidi Zhao, Lan Yi. WWW 2002, 693-703. Cited by 23Web SearchBibTeXDownload
57 Exploration mining in diabetic patients databases: findings and conclusions. Wynne Hsu, Mong-Li Lee, Bing Liu, Tok Wang Ling. KDD 2000, 430-436. Cited by 22Web SearchBibTeXDownload
58 Content-based Index and Retrieval Method of Chinese Document Images. Yaodong He, Zao Jiang, Bing Liu, Hong Zhao. ICDAR 1999, 685-688. Cited by 21Web SearchBibTeXDownload
59 Mining Interesting Knowledge Using DM-II. Bing Liu, Wynne Hsu, Yiming Ma, Shu Chen. KDD 1999, 430-434. Cited by 21Web SearchBibTeXDownload
60 Web for Data Mining: Organizing and Interpreting the Discovered Rules using the Web. Yiming Ma, Bing Liu, Ching Kian Wong. SIGKDD Explorations (2): 16-23 (2000). Cited by 21Web SearchBibTeXDownload
61 Opinion spam and analysis. Nitin Jindal, Bing Liu. WSDM 2008, 219-230. Cited by 20Web SearchBibTeXDownload
62 An EM Based Training Algorithm for Cross-Language Text Categorization. Leonardo Rigutini, Marco Maggini, Bing Liu. Web Intelligence 2005, 529-535. Cited by 19Web SearchBibTeXDownload
63 Learning from Positive and Unlabeled Examples with Different Data Distributions. Xiaoli Li, Bing Liu. ECML 2005, 218-229. Cited by 17Web SearchBibTeXDownload
64 Rule interestingness analysis using OLAP operations. Bing Liu, Kaidi Zhao, Jeffrey Benkler, Weimin Xiao. KDD 2006, 297-306. Cited by 17Web SearchBibTeXDownload
65 Intuitive Representation of Decision Trees Using General Rules and Exceptions. Bing Liu, Minqing Hu, Wynne Hsu. AAAI/IAAI 2000, 615-620. Cited by 15Web SearchBibTeX
66 Mining community structure of named entities from free text. Xin Li, Bing Liu. CIKM 2005, 275-276. Cited by 15Web SearchBibTeXDownload
67 Opinion Extraction and Summarization on the Web. Minqing Hu, Bing Liu. AAAI 2006. Cited by 14Web SearchBibTeX
68 Speed-up Iterative Frequent Itemset Mining with Constraint Changes. Gao Cong, Bing Liu. ICDM 2002, 107-114. Cited by 14Web SearchBibTeXDownload
69 Finding the Shortest Route Using Cases, Knowledge, and Djikstra's Algorithm. Bing Liu, Siew-Hwee Choo, Shee-Ling Lok, Sing-Meng Leong, Soo-Chee Lee, Foong-Ping Poon, Hwee-Har Tan. IEEE Expert (9): 7-11 (1994). Cited by 13Web SearchBibTeXDownload
70 Adding the Temporal Dimension to Search - A Case Study in Publication Search. Philip S. Yu, Xin Li, Bing Liu. Web Intelligence 2005, 543-549. Cited by 12Web SearchBibTeXDownload
71 Efficiently Determining the Starting Sample Size for Progressive Sampling. Baohua Gu, Bing Liu, Feifang Hu, Huan Liu. ECML 2001, 192-202. Cited by 11Web SearchBibTeXDownload
72 Increasing Functional Constraints Need to Be Checked Only Once. Bing Liu. IJCAI (1) 1995, 586-591. Cited by 11Web SearchBibTeX
73 Discovering Overlapping Communities of Named Entities. Xin Li, Bing Liu, Philip S. Yu. PKDD 2006, 593-600. Cited by 11Web SearchBibTeXDownload
74 Review spam detection. Nitin Jindal, Bing Liu. WWW 2007, 1189-1190. Cited by 11Web SearchBibTeXDownload
75 Scheduling via reinforcement. Bing Liu. AI in Engineering (3): 76-85 (1988). Cited by 10Web SearchBibTeXDownload
76 A note on a nonlocal boundary value problems. Bing Liu. Applied Mathematics and Computation (154): 871-880 (2004). Cited by 10Web SearchBibTeXDownload
77 A Visual Data Mining Framework for Convenient Identification of Useful Knowledge. Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Weimin Xiao. ICDM 2005, 530-537. Cited by 10Web SearchBibTeXDownload
78 Mining Web Pages for Data Records. Bing Liu, Robert L. Grossman, Yanhong Zhai. IEEE Intelligent Systems (19): 49-55 (2004). Cited by 10Web SearchBibTeXDownload
79 Using Knowledge to Isolate Search in Route Finding. Bing Liu. IJCAI 1995, 119-125. Cited by 10Web SearchBibTeX
80 Guest Editors' Introduction: Special Section on Intelligent Data Preparation. Chengqi Zhang, Qiang Yang, Bing Liu. IEEE Trans. Knowl. Data Eng. (17): 1163-1165 (2005). Cited by 9Web SearchBibTeXDownload
81 Measuring the meaning in time series clustering of text search queries. Bing Liu, Rosie Jones, Kristina Lisa Klinkner. CIKM 2006, 836-837. Cited by 8Web SearchBibTeXDownload
82 V-Miner: using enhanced parallel coordinates to mine product design and test data. Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Andreas Schaller. KDD 2004, 494-502. Cited by 8Web SearchBibTeXDownload
83 Learning to Classify Documents with Only a Small Positive Training Set. Xiaoli Li, Bing Liu, See-Kiong Ng. ECML 2007, 201-213. Cited by 7Web SearchBibTeXDownload
84 KDD Cup and workshop 2007. James Bennett, Charles Elkan, Bing Liu, Padhraic Smyth, Domonkos Tikk. SIGKDD Explorations (9): 51-52 (2007). Cited by 7Web SearchBibTeXDownload
85 ConstraintLisp: an object-oriented constraint programming language. Bing Liu, Yuen-Wah Ku. SIGPLAN Notices (27): 17-26 (1992). Cited by 7Web SearchBibTeXDownload
86 Semi-supervised Text Classification Using Partitioned EM. Gao Cong, Wee Sun Lee, Haoran Wu, Bing Liu. DASFAA 2004, 482-493. Cited by 6Web SearchBibTeXDownload
87 Detecting Patterns of Change Using Enhanced Parallel Coordinates Visualization. Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Andreas Schaller. ICDM 2003, 747. Cited by 6Web SearchBibTeXDownload
88 Multivariate Time Series Prediction via Temporal Classification. Bing Liu, Jing Liu. ICDE 2002, 268. Cited by 5Web SearchBibTeXDownload
89 Learning to Identify Unexpected Instances in the Test Set. Xiaoli Li, Bing Liu, See-Kiong Ng. IJCAI 2007, 2802-2807. Cited by 5Web SearchBibTeXDownload
90 ECO: An Empirical-Based Compilation and Optimization System. Nastaran Baradaran, Jacqueline Chame, Chun Chen, Pedro C. Diniz, Mary W. Hall, Yoon-Ju Lee, Bing Liu, Robert F. Lucas. IPDPS 2003, 206. Cited by 5Web SearchBibTeXDownload
91 A Novel Fuzzy Neural Network with Fast Training and Accurate Generalization. Lipo Wang, Bing Liu, Chunru Wan. ISNN (1) 2004, 270-275. Cited by 5Web SearchBibTeXDownload
92 Guest editorial. Alistair A. McEwan, Ümit Bilge, C. C. Su, Erwin Pesch, Denis Trystram. Statistical Analysis and Data Mining (1): 4-5 (2008). Cited by 5Web SearchBibTeXDownload
93 An Effective Approach for Hiding Sensitive Knowledge in Data Publishing. Zhihui Wang, Bing Liu, Wei Wang, Haofeng Zhou, Baile Shi. WAIM 2006, 146-157. Cited by 5Web SearchBibTeXDownload
94 Opportunity map: a visualization framework for fast identification of actionable knowledge. Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Weimin Xiao. CIKM 2005, 60-67. Cited by 4Web SearchBibTeXDownload
95 Managing large collections of data mining models. Bing Liu, Alexander Tuzhilin. Commun. ACM (51): 85-89 (2008). Cited by 4Web SearchBibTeXDownload
96 Experimental Studies of the Universal Chemical Key (UCK)Algorithm on the NCI Database of Chemical Compounds. Robert L. Grossman, Pavan Kasturi, Donald Hamelberg, Bing Liu. CSB 2003, 244-250. Cited by 4Web SearchBibTeXDownload
97 Analyzing and Detecting Review Spam. Nitin Jindal, Bing Liu. ICDM 2007, 547-552. Cited by 4Web SearchBibTeXDownload
98 An Efficient and Accurate Method for 3D-Point Reconstruction from Multiple Views. Bing Liu, Maoyuan Yu, Dennis Maier, Reinhard Männer. International Journal of Computer Vision (65): 175-188 (2005). Cited by 4Web SearchBibTeXDownload
99 Selector: A Language Construct for Developing Dynamic Applications. Pedro C. Diniz, Bing Liu. LCPC 2002, 218-232. Cited by 4Web SearchBibTeXDownload
100 Assigning Unique Keys to Chemical Compounds for Data Integration: Some Interesting Counter Examples. Greeshma Neglur, Robert L. Grossman, Bing Liu. DILS 2005, 145-157. Cited by 3Web SearchBibTeXDownload
101 Automatic Wrapper Generation Using Tree Matching and Partial Tree Alignment. Yanhong Zhai, Bing Liu. AAAI 2006. Web SearchBibTeX
102 Identifying Evaluative Sentences in Online Discussions. Zhongwu Zhai, Bing Liu, Lei Zhang, Hua Xu, Peifa Jia. AAAI 2011. Web SearchBibTeXDownload
103 Using Constraints to Model Disjunctions in Rule-Based Reasoning. Bing Liu, Joxan Jaffar. AAAI/IAAI, Vol. 2 1996, 1248-1255. Web SearchBibTeX
104 Identifying Noun Product Features that Imply Opinions. Lei Zhang, Bing Liu. ACL (Short Papers) 2011, 575-580. Web SearchBibTeXDownload
105 Distributional Similarity vs. PU Learning for Entity Set Expansion. Xiaoli Li, Lei Zhang, Bing Liu, See-Kiong Ng. ACL (Short Papers) 2010, 359-364. Web SearchBibTeXDownload
106 Towards a Multi-agent Model for Planning and Design of Exposition Spaces. Ivan Blecic, Arnaldo Cecchini, Giuseppe A. Trunfio, Jian Zhou, Wei Zang, Bing Liu. ACRI 2008, 542-545. Web SearchBibTeXDownload
107 The Optimal Pulse harvesting Policy on a Single-Species Population Model with Birth Pulses in a polluted Environment. Bing Liu, Fengmei Tao. Advances in Complex Systems (10): 173-196 (2007). Web SearchBibTeXDownload
108 The dynamics of pest control pollution model with age structure and time delay. Bing Liu, Qian Zhang, Yinghui Gao. Applied Mathematics and Computation (216): 2814-2823 (2010). Web SearchBibTeXDownload
109 Dynamics of a two-species Lotka-Volterra competition system in a polluted environment with pulse toxicant input. Bing Liu, Lei Zhang. Applied Mathematics and Computation (214): 155-162 (2009). Web SearchBibTeXDownload
110 Note on third-order boundary value problem for differential equations with deviating arguments. Bing Liu, Jian She Yu. Appl. Math. Lett. (15): 371-379 (2002). Web SearchBibTeXDownload
111 Positive solutions of three-point boundary value problems for the one-dimensional p-laplacian with infinitely many singularities. Bing Liu. Appl. Math. Lett. (17): 655-661 (2004). Web SearchBibTeXDownload
112 Existence and uniqueness of solutionsto first-order multipoint boundary value problems. Bing Liu. Appl. Math. Lett. (17): 1307-1316 (2004). Web SearchBibTeXDownload
113 A singular integral of the composite operator. Shusen Ding, Bing Liu. Appl. Math. Lett. (22): 1271-1275 (2009). Web SearchBibTeXDownload
114 A Grid-Based System for the Multi-reservoir Optimal Scheduling in Huaihe River Basin. Bing Liu, Huaping Chen, Guoyi Zhang, Shijin Xu. APWeb Workshops 2006, 672-677. Web SearchBibTeXDownload
115 Identifying functional miRNA-mRNA regulatory modules with correspondence latent dirichlet allocation. Bing Liu, Lin Liu, Anna Tsykin, Gregory J. Goodall, Jeffrey E. Green, Min Zhu, Chang-Hee Kim, Jiuyong Li. Bioinformatics (26): 3105-3111 (2010). Web SearchBibTeXDownload
116 Characterizing the dynamic connectivity between genes by variable parameter regression and Kalman filtering based on temporal gene expression data. Qinghua Cui, Bing Liu, Tianzi Jiang, Songde Ma. Bioinformatics (21): 1538-1541 (2005). Web SearchBibTeXDownload
117 A combinational feature selection and ensemble neural network method for classification of gene expression data. Bing Liu, Qinghua Cui, Tianzi Jiang, Songde Ma. BMC Bioinformatics (5): 136 (2004). Web SearchBibTeXDownload
118 Esub8: A novel tool to predict protein subcellular localizations in eukaryotic organisms. Qinghua Cui, Tianzi Jiang, Bing Liu, Songde Ma. BMC Bioinformatics (5): 66 (2004). Web SearchBibTeXDownload
119 Exploring complex miRNA-mRNA interactions with Bayesian networks by splitting-averaging strategy. Bing Liu, Jiuyong Li, Anna Tsykin, Lin Liu, Arti B. Gaur, Gregory J. Goodall. BMC Bioinformatics (10): 408 (2009). Web SearchBibTeXDownload
120 What's behind topic formation and development: a perspective of community core groups. Tieyun Qian, Qing Li, Bing Liu, Hui Xiong, Jaideep Srivastava, Phillip C.-Y. Sheu. CIKM 2009, 1843-1846. Web SearchBibTeXDownload
121 Detecting product review spammers using rating behaviors. Ee-Peng Lim, Viet-An Nguyen, Nitin Jindal, Bing Liu, Hady Wirawan Lauw. CIKM 2010, 939-948. Web SearchBibTeXDownload
122 Finding unusual review patterns using unexpected rules. Nitin Jindal, Bing Liu, Ee-Peng Lim. CIKM 2010, 1549-1552. Web SearchBibTeXDownload
123 Using micro information units for internet search. Xiaoli Li, Tong-Heng Phang, Minqing Hu, Bing Liu. CIKM 2002, 566-573. Web SearchBibTeXDownload
124 A Novel RBF Neural Network with Fast Training and Accurate Generalization. Lipo Wang, Bing Liu, Chunru Wan. CIS 2004, 166-171. Web SearchBibTeXDownload
125 Incorporating with Recursive Model Training in Time Series Clustering. Jiangjiao Duan, Wei Wang, Bing Liu, Yongsheng Xue, Haofeng Zhou, Baile Shi. CIT 2005, 105-109. Web SearchBibTeXDownload
126 A Formal Specification for Web Services Composition and Verification. Yuliang Shi, Liang Zhang, Bing Liu, Fangfang Liu, Lili Lin, Baile Shi. CIT 2005, 252-256. Web SearchBibTeXDownload
127 Controlling FD and MVD Inferences in MLS. Yan Heping, Bing Liu, Xiaoming Yang, Wei Wang, Baile Shi, Genxing Yang. CIT 2005, 82-87. Web SearchBibTeXDownload
128 Non-Almost-Derivable Frequent Itemsets Mining. Xiaoming Yang, Zhibin Wang, Bing Liu, Shouzhi Zhang, Wei Wang, Bole Shi. CIT 2005, 157-161. Web SearchBibTeXDownload
129 WePS3 Evaluation Campaign: Overview of the On-line Reputation Management Task. Enrique Amigó, Javier Artiles, Julio Gonzalo, Damiano Spina, Bing Liu, Adolfo Corujo. CLEF (Notebook Papers/LABs/Workshops) 2010. Web SearchBibTeXDownload
130 Probabilistic Approximations of Signaling Pathway Dynamics. Bing Liu, P. S. Thiagarajan, David Hsu. CMSB 2009, 251-265. Web SearchBibTeXDownload
131 Resolving Object and Attribute Coreference in Opinion Mining. Xiaowen Ding, Bing Liu. COLING 2010, 268-276. Web SearchBibTeXDownload
132 Mining Opinions in Comparative Sentences. Murthy Ganapathibhotla, Bing Liu. COLING 2008, 241-248. Web SearchBibTeXDownload
133 Grouping Product Features Using Semi-Supervised Learning with Soft-Constraints. Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia. COLING 2010, 1272-1280. Web SearchBibTeXDownload
134 Extracting and Ranking Product Features in Opinion Documents. Lei Zhang, Bing Liu, Suk Hwan Lim, Eamonn O'Brien-Strain. COLING (Posters) 2010, 1462-1470. Web SearchBibTeXDownload
135 Dependency-Driven Feature-based Learning for Extracting Protein-Protein Interactions from Biomedical Text. Bing Liu, Longhua Qian, Hongling Wang, Guodong Zhou. COLING (Posters) 2010, 757-765. Web SearchBibTeXDownload
136 Opinion Word Expansion and Target Extraction through Double Propagation. Guang Qiu, Bing Liu, Jiajun Bu, Chun Chen. Computational Linguistics (37): 9-27 (2011). Web SearchBibTeXDownload
137 Conceptual design: issues and challenges. Wynne Hsu, Bing Liu. Computer-Aided Design (32): 849-850 (2000). Web SearchBibTeXDownload
138 Dynamical Jumping Real-Time Fault-Tolerant Routing Protocol for Wireless Sensor Networks. Guowei Wu, Chi Lin, Feng Xia, Lin Yao, He Zhang, Bing Liu. CoRR (abs/1004.2322) (2010). Web SearchBibTeXDownload
139 Software Design Document, Testing, Deployment and Configuration Management, and User Manual of the UUIS -- a Team 4 COMP5541-W10 Project Approach. Kanj Sobh, Deyvisson Oliveira, Bing Liu, Max Mayantz, Yu Ming Zhang, Ali Alhazmi, Robin de Bled, Abdulrahman Al-Sharawi. CoRR (abs/1005.0169) (2010). Web SearchBibTeXDownload
140 Software Requirements Specification of the IUfA's UUIS -- a Team 4 COMP5541-W10 Project Approach. Ali Alhazmi, Abdulrahman Al-Sharawi, Bing Liu, Deyvisson Oliveira, Kanj Sobh, Max Mayantz, Robin de Bled, Yu Ming Zhang. CoRR (abs/1005.0162) (2010). Web SearchBibTeXDownload
141 Synchronous Measuring Device and Its Operating Method for Air Fuel Ratio of CNG Engines. Xiqin Li, Ruijin Wang, Bing Liu. CSEE (2) 2011, 113-118. Web SearchBibTeXDownload
142 Semantic-Based Remote Sensing Images Intelligent Service on Grid Environment. Naixia Mou, Bing Liu, Xiushan Lu, Lingxian Zhang, Wenbao Liu. DBTA 2009, 291-294. Web SearchBibTeXDownload
143 Efficiently Determine the Starting Sample Size for Progressive Sampling. Baohua Gu, Bing Liu, Feifang Hu, Huan Liu. DMKD 2001. Web SearchBibTeXDownload
144 A Reinforcement Approach to Schelduling. Bing Liu. ECAI 1988, 580-585. Web SearchBibTeX
145 Negative Training Data Can be Harmful to Text Classification. Xiaoli Li, Bing Liu, See-Kiong Ng. EMNLP 2010, 218-228. Web SearchBibTeXDownload
146 Sentiment Analysis of Conditional Sentences. Ramanathan Narayanan, Bing Liu, Alok N. Choudhary. EMNLP 2009, 180-189. Web SearchBibTeXDownload
147 Improving Gender Classification of Blog Authors. Arjun Mukherjee, Bing Liu. EMNLP 2010, 207-217. Web SearchBibTeXDownload
148 Opinion Mining. Bing Liu. Encyclopedia of Database Systems 2009, 1986-1990. Web SearchBibTeXDownload
149 Classification by Association Rule Analysis. Bing Liu. Encyclopedia of Database Systems 2009, 335-340. Web SearchBibTeXDownload
150 An Ontology-Based Approach to Knowledge Management. Bing Liu. FSKD (2) 2009, 188-192. Web SearchBibTeXDownload
151 Towards the SocioScope: an information system for the study of social dynamics through digital traces. Andrea Vaccari, Francesco Calabrese, Bing Liu, Carlo Ratti. GIS 2009, 52-61. Web SearchBibTeXDownload
152 Classification using support vector machines with graded resolution. Lipo Wang, Bing Liu, Chunru Wan. GrC 2005, 666-670. Web SearchBibTeXDownload
153 Entity set expansion in opinion documents. Lei Zhang, Bing Liu. HT 2011, 281-290. Web SearchBibTeXDownload
154 A Remote Mirroring Architecture with Adaptively Cooperative Pipelining. Yongzhi Song, Zhenhai Zhao, Bing Liu, Tingting Qin, Gang Wang, Xiaoguang Liu. ICA3PP (1) 2010, 215-225. Web SearchBibTeXDownload
155 Aided decision-making system of accident operation and command for local power grid in Changchun. Xilin Zhang, JiYong Li, Chenghong Jiang, Bing Liu, Aizhou Yang. ICAL 2011, 442-445. Web SearchBibTeXDownload
156 Finding Actionable Knowledge via Automated Comparison. Lei Zhang, Bing Liu, Jeffrey Benkler, Chi Zhou. ICDE 2009, 1419-1430. Web SearchBibTeXDownload
157 Mining Latent Associations of Objects Using a Typed Mixture Model--A Case Study on Expert/Expertise Mining. Shenghua Bao, Yunbo Cao, Bing Liu, Yong Yu, Hang Li. ICDM 2006, 803-807. Web SearchBibTeXDownload
158 Review Graph Based Online Store Review Spammer Detection. Guan Wang, Sihong Xie, Bing Liu, Philip S. Yu. ICDM 2011, 1242-1247. Web SearchBibTeXDownload
159 Time Sensitive Ranking with Application to Publication Search. Xin Li, Bing Liu, Philip S. Yu. ICDM 2008, 893-898. Web SearchBibTeXDownload
160 A Discuss of the Application of Project Management in the Non-project-involved Organizations. Yonggui Liu, Bing Liu. ICEE 2010, 2611-2614. Web SearchBibTeXDownload
161 An Adaptive Schedule Medium Access Control for Wireless Sensor Networks. Bing Liu, Lin Zhang, Huimin Zhang. ICN 2007, 12. Web SearchBibTeXDownload
162 Nonlinear Nearest Subspace Classifier. Li Zhang, Wei-Da Zhou, Bing Liu. ICONIP (2) 2011, 638-645. Web SearchBibTeXDownload
163 Integrating Rules and Constraints. Bing Liu. ICTAI 1994, 676-679. Web SearchBibTeX
164 Duplicate Page Detection Algorithm Based on the Field Characteristic Clustering. Feiyue Ye, Junlei Liu, Bing Liu, Kun Chai. ICWL Workshops 2010, 75-84. Web SearchBibTeXDownload
165 A New QoS Prediction Approach Based on User Clustering and Regression Algorithms. Yuliang Shi, Kun Zhang, Bing Liu, Li-zhen Cui. ICWS 2011, 726-727. Web SearchBibTeXDownload
166 A Small Listener for Heterogeneous Mobile Devices: A Service Enabler with a Uniform Web Object View. Bing Liu, Sushil K. Prasad, Erdogan Dogdu. ICWS 2005, 733-740. Web SearchBibTeXDownload
167 Intelligent Air Travel and Tourist Information Systems. Bing Liu. IEA/AIE 1995, 603-610. Web SearchBibTeXDownload
168 A Refinement Approach to Search and Constraint Satisfaction Problem. Bing Liu. IEA/AIE 1995, 233-240. Web SearchBibTeXDownload
169 Efficient Stopping Criterion for Hybrid Weighted Symbol-Flipping Decoding of Nonbinary LDPC Codes. Bing Liu, Gaoqi Dou, Wei Tao, Jun Gao. IEEE Communications Letters (15): 337-339 (2011). Web SearchBibTeXDownload
170 An Efficient Constrained Weighted Least Squares Algorithm for Moving Source Location Using TDOA and FDOA Measurements. Huagang Yu, Gaoming Huang, Jun Gao, Bing Liu. IEEE Transactions on Wireless Communications (11): 44-47 (2012). Web SearchBibTeXDownload
171 Guest Editors' Introduction: Special Section on Mining and Searching the Web. Bing Liu, Soumen Chakrabarti. IEEE Trans. Knowl. Data Eng. (16): 2-3 (2004). Web SearchBibTeXDownload
172 Dynamic Complexities in a Lotka-volterra Predator-prey Model Concerning impulsive Control Strategy. Bing Liu, Yujuan Zhang, Lansun Chen. I. J. Bifurcation and Chaos (15): 517-531 (2005). Web SearchBibTeXDownload
173 Expanding Domain Sentiment Lexicon through Double Propagation. Guang Qiu, Bing Liu, Jiajun Bu, Chun Chen. IJCAI 2009, 1199-1204. Web SearchBibTeXDownload
174 A speed-up algorithm for Poisson Propagation. Bing Liu, Mingjie Qian. IJCNN 2009, 1843-1848. Web SearchBibTeXDownload
175 A Biometric Key Establishment Protocol for Body Area Networks. Lin Yao, Bing Liu, Guowei Wu, Kai Yao, Jia Wang. IJDSN (2011) (2011). Web SearchBibTeXDownload
176 Systematic benchmarking of microarray data feature extraction and classification. Jing Zhang, Tianzi Jiang, Bing Liu, Xingpeng Jiang, Huizhi Zhao. Int. J. Comput. Math. (85): 803-811 (2008). Web SearchBibTeXDownload
177 A Neural Network Approach to Shape from Shading. Tianzi Jiang, Bing Liu, Yingli Lu, David J. Evans. Int. J. Comput. Math. (80): 433-439 (2003). Web SearchBibTeXDownload
178 A Low-noise Monolithic CMOS Bio-potential Detector. Sheung Wai Fung, Bing Liu, Jie Yuan, Qing Guo. ISCAS 2009, 653-656. Web SearchBibTeXDownload
179 A Wide Dynamic Range High Linearity In-pixel Data Acquisition Front-end for Computed Tomography. Bing Liu, Jie Yuan. ISCAS 2009, 2301-2304. Web SearchBibTeXDownload
180 Sensor Management Based on Covariance Control Strategy for LEO Satellite Constellation. Bing Liu, Yan Zhao, Dongyun Yi. ISCID (1) 2011, 282-285. Web SearchBibTeXDownload
181 On the Universal Approximation Theorem of Fuzzy Neural Networks with Random Membership Function Parameters. Lipo Wang, Bing Liu, Chunru Wan. ISNN (1) 2005, 45-50. Web SearchBibTeXDownload
182 An Empirical Study of the Universal Chemical Key Algorithm for Assigning Unique Keys to Chemical Compounds. Robert L. Grossman, Pavan Kasturi, Donald Hamelberg, Bing Liu. J. Bioinformatics and Computational Biology (2): 155-172 (2004). Web SearchBibTeXDownload
183 Tax Evasion, Taxation Inspection and Net Tax Revenue: from an Optimal Tax Administration Perspective. Bing Liu. JCP (6): 1799-1804 (2011). Web SearchBibTeXDownload
184 Compressive Sensing Signal Detection Algorithm Based on Location Information of Sparse Coefficients. Bing Liu, Ping Fu, Shengwei Meng, Lunping Guo. JDCTA (4): 79-85 (2010). Web SearchBibTeXDownload
185 Global-local-global method for logical structure extraction of form document image. Hong Zhao, Bing Liu, Zao Jiang, Tobias Ostgathe. J. Electronic Imaging (9): 296-304 (2000). Web SearchBibTeXDownload
186 Discovery of functional miRNA-mRNA regulatory modules with computational methods. Bing Liu, Jiuyong Li, Anna Tsykin. Journal of Biomedical Informatics (42): 685-691 (2009). Web SearchBibTeXDownload
187 SARS-CoV protease inhibitors design using virtual screening method from natural products libraries. Bing Liu, Jiaju Zhou. Journal of Computational Chemistry (26): 484-490 (2005). Web SearchBibTeXDownload
188 Entity discovery and assignment for opinion mining applications. Xiaowen Ding, Bing Liu, Lei Zhang. KDD 2009, 1125-1134. Web SearchBibTeXDownload
189 Opportunity map: identifying causes of failure - a deployed data mining system. Kaidi Zhao, Bing Liu, Jeffrey Benkler, Weimin Xiao. KDD 2006, 892-901. Web SearchBibTeXDownload
190 Accelerated Bundle Adjustment in Multiple-View Reconstruction. Bing Liu, Maoyuan Yu, Dennis Maier, Reinhard Männer. KES 2003, 1195-1201. Web SearchBibTeXDownload
191 Forward and Backward Chaining in Constraint Programming (Abstract). Joxan Jaffar, Bing Liu, Roland H. C. Yap. LPNMR 1997, 1. Web SearchBibTeXDownload
192 SyD: A Middleware Testbed for Collaborative Applications over Small Heterogeneous Devices and Data Stores. Sushil K. Prasad, Vijay K. Madisetti, Shamkant B. Navathe, Raj Sunderraman, Erdogan Dogdu, Anu G. Bourgeois, Michael Weeks, Bing Liu, Janaka Balasooriya, Arthi Hariharan, Wanxia Xie, Praveen Madiraju, Srilaxmi Malladi, Raghupathy Sivakumar, Alexander Zelikovsky, Yanqing Zhang, Yi Pan, Saeid Belkasim. Middleware 2004, 352-371. Web SearchBibTeXDownload
193 A Heuristic Greedy Optimum Algorithm for Target Coverage in Wireless Sensor Networks. Hongwu Zhang, Hongyuan Wang, Hongcai Feng, Bing Liu, Bingxiang Gui. PACCS 2009, 39-42. Web SearchBibTeXDownload
194 An New Global Dynamic Scheduling Algorithm with Multi-Hop Path Splitting and Multi-Pathing Using GridFTP. Bingxiang Gui, Bing Liu. PACCS 2009, 99-102. Web SearchBibTeXDownload
195 Constrained LDA for Grouping Product Features in Opinion Mining. Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia. PAKDD (1) 2011, 448-459. Web SearchBibTeXDownload
196 Hierarchical Web-Page Clustering via In-Page and Cross-Page Link Structures. Cindy Xide Lin, Yintao Yu, Jiawei Han, Bing Liu. PAKDD (2) 2010, 222-229. Web SearchBibTeXDownload
197 Semantic Text Classification of Emergent Disease Reports. Yi Zhang, Bing Liu. PKDD 2007, 629-637. Web SearchBibTeXDownload
198 An Improved Generic Arc Consistency Algorithm and Its Specializations. Bing Liu. PRICAI 1996, 264-275. Web SearchBibTeXDownload
199 Subsequence Similarity Search Under Time Shifting. Bing Liu, Jianjun Xu, Zhihui Wang, Wei Wang, Baile Shi. RSKT 2006, 450-455. Web SearchBibTeXDownload
200 A Bottom-Up Distance-Based Index Tree for Metric Space. Bing Liu, Zhihui Wang, Xiaoming Yang, Wei Wang, Baile Shi. RSKT 2006, 442-449. Web SearchBibTeXDownload
201 Positive Unlabeled Learning for Data Stream Classification. Xiaoli Li, Philip S. Yu, Bing Liu, See-Kiong Ng. SDM 2009, 257-268. Web SearchBibTeXDownload
202 A Generalized Tree Matching Algorithm Considering Nested Lists for Web Data Extraction. Nitin Jindal, Bing Liu. SDM 2010, 930-941. Web SearchBibTeXDownload
203 Semantic text classification of disease reporting. Yi Zhang, Bing Liu. SIGIR 2007, 747-748. Web SearchBibTeXDownload
204 WebKDD 2004: web mining and web usage analysis post-workshop report. Olfa Nasraoui, Bamshad Mobasher, Brij M. Masand, Bing Liu. SIGKDD Explorations (6): 147-151 (2004). Web SearchBibTeXDownload
205 Research Activities in Database Management and Information Retrieval at the University of Illinois at Chicago. Isabel F. Cruz, Ashfaq A. Khokhar, Bing Liu, A. Prasad Sistla, Ouri Wolfson, Clement T. Yu. SIGMOD Record (31): 103-108 (2002). Web SearchBibTeXDownload
206 MAC Performance and Improvement in Mobile Wireless Sensor Networks. Bing Liu, Ke Yu, Lin Zhang, Huimin Zhang. SNPD (3) 2007, 109-114. Web SearchBibTeXDownload
207 Recognition of 3D Objects from 2D Images - Some Issues. Bing Liu, P. Wang. SSPR 1996, 240-250. Web SearchBibTeXDownload
208 Probabilistic approximations of ODEs based bio-pathway dynamics. Bing Liu, David Hsu, P. S. Thiagarajan. Theor. Comput. Sci. (412): 2188-2206 (2011). Web SearchBibTeXDownload
209 A highly linear wide dynamic range detector for cell recording with microelectrode arrays. Jing Guo, Bing Liu, Jie Yuan. VLSI-SoC 2010, 179-182. Web SearchBibTeXDownload
210 Dynamic Incremental Data Summarization for Hierarchical Clustering. Bing Liu, Yuliang Shi, Zhihui Wang, Wei Wang, Baile Shi. WAIM 2006, 410-421. Web SearchBibTeXDownload
211 Tight Bounds on the Estimation Distance Using Wavelet. Bing Liu, Zhihui Wang, Jingtao Li, Wei Wang, Baile Shi. WAIM 2006, 460-471. Web SearchBibTeXDownload
212 A Reputation Management Scheme Based on Global Trust Model for Peer-to-Peer Virtual Communities. Jingtao Li, Xueping Wang, Bing Liu, Qian Wang, Gendu Zhang. WAIM 2006, 205-216. Web SearchBibTeXDownload
213 WISE-2005 Tutorial: Web Content Mining. Bing Liu. WISE 2005, 763. Web SearchBibTeXDownload
214 Clustering product features for opinion mining. Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia. WSDM 2011, 347-354. Web SearchBibTeXDownload
215 Entity relation discovery from web tables and links. Cindy Xide Lin, Bo Zhao, Tim Weninger, Jiawei Han, Bing Liu. WWW 2010, 1145-1146. Web SearchBibTeXDownload
216 Dealing with different distributions in learning from. Xiaoli Li, Bing Liu. WWW (Alternate Track Papers & Posters) 2004, 440-441. Web SearchBibTeXDownload
217 Detecting group review spam. Arjun Mukherjee, Bing Liu, Junhui Wang, Natalie S. Glance, Nitin Jindal. WWW (Companion Volume) 2011, 93-94. Web SearchBibTeXDownload
from DBLP and Google Scholar
References
1. ^ KDD 2009: Research Track Program Committee - Retrieved 2009-11-21 - details
2. ^ www 2009 Madrid - Retrieved 2011-06-28 - details
3. ^ KDD 2008: Program - Retrieved 2009-11-21 - details
4. ^ KDD 2007 Conference - KDD Cup Information - Retrieved 2009-11-21 - details
5. ^ KDD 2007 Conference - Organizers Page - Retrieved 2009-11-21 - details
6. ^ KDD 2006 Conference - Organizers - Retrieved 2011-03-19 - details
7. ^ WWW2006 - Refereeed Track: Data Mining - Retrieved 2011-03-19 - details
8. ^ KDD 2005 - draft program: Aug 21-24, Chicago, IL. USA - Retrieved 2011-06-19 - details
9. ^ KDD 2005 - organizers: Aug 21-24, Chicago, IL. USA - Retrieved 2011-06-19 - details
10. ^ VLDB 2005 * Infrastructure for Information Systems Program Committee - Retrieved 2011-04-18 - details
11. ^ WWW2005 Program on - Retrieved 2011-04-13 - details
12. ^ KDD 2004: Organizers - Retrieved 2009-11-21 - details
13. ^ KDD-2002 Call for Papers - Retrieved 2010-11-12 - details
14. ^ KDD-2002: Program Committee - Retrieved 2010-11-12 - details
15. ^ http://www.sigkdd.org/kdd2002/kdd02cfp.txt - Retrieved 2010-11-12 - details
16. ^ WWW2008 Tutorials - WWW 2008: Program (Tutorials) - Retrieved 2011-06-28 - details
17. ^ WWW2005 Tutorials and Workshop - Retrieved 2011-04-13 - details
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