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| [113] | Tieyun Qian, Qing Li, Bing Liu, Hui Xiong, Jaideep Srivastava, Phillip C.-Y. Sheu. What's behind topic formation and development: a perspective of community core groups. CIKM'2009. pp.1843~1846 Cited By 1[Bibtex] |
| [112] | Bing Liu, P. S. Thiagarajan, David Hsu. Probabilistic Approximations of Signaling Pathway Dynamics. CMSB'2009. pp.251~265 [Bibtex] |
| [111] | Lei Zhang, Bing Liu, Jeffrey Benkler, Chi Zhou. Finding Actionable Knowledge via Automated Comparison. ICDE'2009. pp.1419~1430 [Bibtex] |
| [110] | Xiaowen Ding, Bing Liu, Lei Zhang. Entity discovery and assignment for opinion mining applications. KDD'2009. pp.1125~1134 Cited By 3[Bibtex] |
| [109] | Xiaoli Li, Philip S. Yu, Bing Liu, See-Kiong Ng. Positive Unlabeled Learning for Data Stream Classification. SDM'2009. pp.257~268 Cited By 4[Bibtex] |
| [108] | Bing Liu, Lei Zhang. Dynamics of a two-species Lotka-Volterra competition system in a polluted environment with pulse toxicant input. Applied Mathematics and Computation, 2009: 155~162 [Bibtex] |
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| [107] | Xin Li, Bing Liu, Philip S. Yu. Time Sensitive Ranking with Application to Publication Search. ICDM'2008. pp.893~898 Cited By 3[Bibtex] |
| [106] | Nitin Jindal, Bing Liu. Opinion spam and analysis. WSDM'2008. pp.219~230 Cited By 35[Bibtex] |
| [105] | Xiaowen Ding, Bing Liu, Philip S. Yu. A holistic lexicon-based approach to opinion mining. WSDM'2008. pp.231~240 Cited By 60[Bibtex] |
| [104] | Bing Liu, Alexander Tuzhilin. Managing large collections of data mining models. Commun. ACM, 2008: 85~89 Cited By 5[Bibtex] |
| [103] | 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. Top 10 algorithms in data mining. Knowl. Inf. Syst., 2008: 1~37 Cited By 135[Bibtex] |
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| [102] | Xiaoli Li, Bing Liu, See-Kiong Ng. Learning to Classify Documents with Only a Small Positive Training Set. ECML'2007. pp.201~213 Cited By 7[Bibtex] |
| [101] | Nitin Jindal, Bing Liu. Analyzing and Detecting Review Spam. ICDM'2007. pp.547~552 Cited By 10[Bibtex] |
| [100] | Xiaoli Li, Bing Liu, See-Kiong Ng. Learning to Identify Unexpected Instances in the Test Set. IJCAI'2007. pp.2802~2807 Cited By 10[Bibtex] |
| [99] | Yi Zhang, Bing Liu. Semantic Text Classification of Emergent Disease Reports. PKDD'2007. pp.629~637 [Bibtex] |
| [98] | Yi Zhang, Bing Liu. Semantic text classification of disease reporting. SIGIR'2007. pp.747~748 Cited By 1[Bibtex] |
| [97] | Xiaowen Ding, Bing Liu. The utility of linguistic rules in opinion mining. SIGIR'2007. pp.811~812 Cited By 40[Bibtex] |
| [96] | Nitin Jindal, Bing Liu. Review spam detection. WWW'2007. pp.1189~1190 Cited By 18[Bibtex] |
| [95] | Yanhong Zhai, Bing Liu. Extracting Web Data Using Instance-Based Learning. World Wide Web'2007. pp.113~132 Cited By 35[Bibtex] |
| [94] | James Bennett, Charles Elkan, Bing Liu, Padhraic Smyth, Domonkos Tikk. KDD Cup and workshop 2007. SIGKDD Explorations, 2007: 51~52 Cited By 7[Bibtex] |
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| [93] | Minqing Hu, Bing Liu. Opinion Extraction and Summarization on the Web. AAAI'2006. Cited By 17[Bibtex] |
| [92] | Nitin Jindal, Bing Liu. Mining Comparative Sentences and Relations. AAAI'2006. Cited By 53[Bibtex] |
| [91] | Yanhong Zhai, Bing Liu. Automatic Wrapper Generation Using Tree Matching and Partial Tree Alignment. AAAI'2006. Cited By 3[Bibtex] [PDF] |
| [90] | Shenghua Bao, Yunbo Cao, Bing Liu, Yong Yu, Hang Li. Mining Latent Associations of Objects Using a Typed Mixture Model--A Case Study on Expert/Expertise Mining. ICDM'2006. pp.803~807 Cited By 1[Bibtex] [PDF] |
| [89] | Kaidi Zhao, Bing Liu, Jeffrey Benkler, Weimin Xiao. Opportunity map: identifying causes of failure - a deployed data mining system. KDD'2006. pp.892~901 Cited By 4[Bibtex] |
| [88] | Bing Liu, Kaidi Zhao, Jeffrey Benkler, Weimin Xiao. Rule interestingness analysis using OLAP operations. KDD'2006. pp.297~306 Cited By 17[Bibtex] [PDF] |
| [87] | Xin Li, Bing Liu, Philip S. Yu. Discovering Overlapping Communities of Named Entities. PKDD'2006. pp.593~600 Cited By 14[Bibtex] [PDF] |
| [86] | Bing Liu, Jianjun Xu, Zhihui Wang, Wei Wang, Baile Shi. Subsequence Similarity Search Under Time Shifting. RSKT'2006. pp.450~455 [Bibtex] |
| [85] | Bing Liu, Zhihui Wang, Xiaoming Yang, Wei Wang, Baile Shi. A Bottom-Up Distance-Based Index Tree for Metric Space. RSKT'2006. pp.442~449 Cited By 1[Bibtex] |
| [84] | Nitin Jindal, Bing Liu. Identifying comparative sentences in text documents. SIGIR'2006. pp.244~251 Cited By 64[Bibtex] |
| [83] | Zhihui Wang, Bing Liu, Wei Wang, Haofeng Zhou, Baile Shi. An Effective Approach for Hiding Sensitive Knowledge in Data Publishing. WAIM'2006. pp.146~157 Cited By 5[Bibtex] |
| [82] | Bing Liu, Yuliang Shi, Zhihui Wang, Wei Wang, Baile Shi. Dynamic Incremental Data Summarization for Hierarchical Clustering. WAIM'2006. pp.410~421 Cited By 1[Bibtex] |
| [81] | Bing Liu, Zhihui Wang, Jingtao Li, Wei Wang, Baile Shi. Tight Bounds on the Estimation Distance Using Wavelet. WAIM'2006. pp.460~471 Cited By 5[Bibtex] |
| [80] | Jingtao Li, Xueping Wang, Bing Liu, Qian Wang, Gendu Zhang. A Reputation Management Scheme Based on Global Trust Model for Peer-to-Peer Virtual Communities. WAIM'2006. pp.205~216 Cited By 3[Bibtex] |
| [79] | Yanhong Zhai, Bing Liu. Structured Data Extraction from the Web Based on Partial Tree Alignment. IEEE Trans. Knowl. Data Eng., 2006: 1614~1628 Cited By 46[Bibtex] |
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| [78] | Yan Heping, Bing Liu, Xiaoming Yang, Wei Wang, Baile Shi, Genxing Yang. Controlling FD and MVD Inferences in MLS. CIT'2005. pp.82~87 [Bibtex] |
| [77] | Jiangjiao Duan, Wei Wang, Bing Liu, Yongsheng Xue, Haofeng Zhou, Baile Shi. Incorporating with Recursive Model Training in Time Series Clustering. CIT'2005. pp.105~109 Cited By 3[Bibtex] |
| [76] | Yuliang Shi, Liang Zhang, Bing Liu, Fangfang Liu, Lili Lin, Baile Shi. A Formal Specification for Web Services Composition and Verification. CIT'2005. pp.252~256 Cited By 3[Bibtex] |
| [75] | Xiaoming Yang, Zhibin Wang, Bing Liu, Shouzhi Zhang, Wei Wang, Bole Shi. Non-Almost-Derivable Frequent Itemsets Mining. CIT'2005. pp.157~161 Cited By 2[Bibtex] |
| [74] | Xin Li, Bing Liu. Mining community structure of named entities from free text. CIKM'2005. pp.275~276 Cited By 3[Bibtex] |
| [73] | Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Weimin Xiao. Opportunity map: a visualization framework for fast identification of actionable knowledge. CIKM'2005. pp.60~67 Cited By 5[Bibtex] [PDF] |
| [72] | Greeshma Neglur, Robert L. Grossman, Bing Liu. Assigning Unique Keys to Chemical Compounds for Data Integration: Some Interesting Counter Examples. DILS'2005. pp.145~157 Cited By 3[Bibtex] |
| [71] | Xiaoli Li, Bing Liu. Learning from Positive and Unlabeled Examples with Different Data Distributions. ECML'2005. pp.218~229 Cited By 18[Bibtex] |
| [70] | Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Weimin Xiao. A Visual Data Mining Framework for Convenient Identification of Useful Knowledge. ICDM'2005. pp.530~537 Cited By 12[Bibtex] [PDF] |
| [69] | Leonardo Rigutini, Marco Maggini, Bing Liu. An EM Based Training Algorithm for Cross-Language Text Categorization. Web Intelligence'2005. pp.529~535 Cited By 22[Bibtex] |
| [68] | Philip S. Yu, Xin Li, Bing Liu. Adding the Temporal Dimension to Search - A Case Study in Publication Search. Web Intelligence'2005. pp.543~549 Cited By 16[Bibtex] |
| [67] | Bing Liu, Yanhong Zhai. NET - A System for Extracting Web Data from Flat and Nested Data Records. WISE'2005. pp.487~495 Cited By 28[Bibtex] |
| [66] | Yanhong Zhai, Bing Liu. Extracting Web Data Using Instance-Based Learning. WISE'2005. pp.318~331 Cited By 35[Bibtex] |
| [65] | Bing Liu, Minqing Hu, Junsheng Cheng. Opinion observer: analyzing and comparing opinions on the Web. WWW'2005. pp.342~351 Cited By 263[Bibtex] |
| [64] | Yanhong Zhai, Bing Liu. Web data extraction based on partial tree alignment. WWW'2005. pp.76~85 Cited By 200[Bibtex] |
| [63] | Chengqi Zhang, Qiang Yang, Bing Liu. Guest Editors' Introduction: Special Section on Intelligent Data Preparation. IEEE Trans. Knowl. Data Eng., 2005: 1163~1165 [Bibtex] |
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| [62] | Minqing Hu, Bing Liu. Mining Opinion Features in Customer Reviews. AAAI'2004. pp.755~760 Cited By 198[Bibtex] |
| [61] | Bing Liu, Xiaoli Li, Wee Sun Lee, Philip S. Yu. Text Classification by Labeling Words. AAAI'2004. pp.425~430 Cited By 56[Bibtex] [PDF] |
| [60] | Gao Cong, Wee Sun Lee, Haoran Wu, Bing Liu. Semi-supervised Text Classification Using Partitioned EM. DASFAA'2004. pp.482~493 Cited By 9[Bibtex] |
| [59] | Minqing Hu, Bing Liu. Mining and summarizing customer reviews. KDD'2004. pp.168~177 Cited By 573[Bibtex] [PDF] |
| [58] | Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Andreas Schaller. V-Miner: using enhanced parallel coordinates to mine product design and test data. KDD'2004. pp.494~502 Cited By 8[Bibtex] [PDF] |
| [57] | Xiaoli Li, Bing Liu. Dealing with different distributions in learning from. WWW (Alternate Track Papers Posters)'2004. pp.440~441 [Bibtex] |
| [56] | Philip S. Yu, Xin Li, Bing Liu. On the temporal dimension of search. WWW (Alternate Track Papers Posters)'2004. pp.448~449 Cited By 31[Bibtex] |
| [55] | Bing Liu, Robert L. Grossman, Yanhong Zhai. Mining Web Pages for Data Records. IEEE Intelligent Systems, 2004: 49~55 Cited By 14[Bibtex] |
| [54] | Robert L. Grossman, Pavan Kasturi, Donald Hamelberg, Bing Liu. An Empirical Study of the Universal Chemical Key Algorithm for Assigning Unique Keys to Chemical Compounds. J. Bioinformatics and Computational Biology, 2004: 155~172 Cited By 6[Bibtex] |
| [53] | Bing Liu, Kevin Chen-Chuan Chang. Editorial: special issue on web content mining. SIGKDD Explorations, 2004: 1~4 Cited By 37[Bibtex] |
| [52] | Olfa Nasraoui, Bamshad Mobasher, Brij M. Masand, Bing Liu. WebKDD 2004: web mining and web usage analysis post-workshop report. SIGKDD Explorations, 2004: 147~151 Cited By 2[Bibtex] |
| [51] | Bing Liu, Soumen Chakrabarti. Guest Editors' Introduction: Special Section on Mining and Searching the Web. IEEE Trans. Knowl. Data Eng., 2004: 2~3 [Bibtex] |
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| [50] | Robert L. Grossman, Pavan Kasturi, Donald Hamelberg, Bing Liu. Experimental Studies of the Universal Chemical Key (UCK)Algorithm on the NCI Database of Chemical Compounds. CSB'2003. pp.244~250 Cited By 5[Bibtex] |
| [49] | Kaidi Zhao, Bing Liu, Thomas M. Tirpak, Andreas Schaller. Detecting Patterns of Change Using Enhanced Parallel Coordinates Visualization. ICDM'2003. pp.747~747 Cited By 7[Bibtex] [PDF] |
| [48] | Bing Liu, Yang Dai, Xiaoli Li, Wee Sun Lee, Philip S. Yu. Building Text Classifiers Using Positive and Unlabeled Examples. ICDM'2003. pp.179~188 Cited By 125[Bibtex] [PDF] |
| [47] | Wee Sun Lee, Bing Liu. Learning with Positive and Unlabeled Examples Using Weighted Logistic Regression. ICML'2003. pp.448~455 Cited By 51[Bibtex] [PDF] |
| [46] | Lan Yi, Bing Liu. Web Page Cleaning for Web Mining through Feature Weighting. IJCAI'2003. pp.43~50 Cited By 57[Bibtex] [PDF] |
| [45] | Xiaoli Li, Bing Liu. Learning to Classify Texts Using Positive and Unlabeled Data. IJCAI'2003. pp.587~594 Cited By 109[Bibtex] [PDF] |
| [44] | Bing Liu, Robert L. Grossman, Yanhong Zhai. Mining data records in Web pages. KDD'2003. pp.601~606 Cited By 249[Bibtex] [PDF] |
| [43] | Lan Yi, Bing Liu, Xiaoli Li. Eliminating noisy information in Web pages for data mining. KDD'2003. pp.296~305 Cited By 178[Bibtex] [PDF] |
| [42] | Bing Liu, Chee Wee Chin, Hwee Tou Ng. Mining topic-specific concepts and definitions on the web. WWW'2003. pp.251~260 Cited By 146[Bibtex] [PDF] |
| [41] | Bing Liu, Yiming Ma, Ching Kian Wong, Philip S. Yu. Scoring the Data Using Association Rules. Appl. Intell., 2003: 119~135 Cited By 25[Bibtex] [PDF] |
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| [40] | Xiaoli Li, Tong-Heng Phang, Minqing Hu, Bing Liu. Using micro information units for internet search. CIKM'2002. pp.566~573 [Bibtex] |
| [39] | Bing Liu, Jing Liu. Multivariate Time Series Prediction via Temporal Classification. ICDE'2002. pp.268~268 Cited By 6[Bibtex] [PDF] |
| [38] | Gao Cong, Bing Liu. Speed-up Iterative Frequent Itemset Mining with Constraint Changes. ICDM'2002. pp.107~114 Cited By 16[Bibtex] [PDF] |
| [37] | Bing Liu, Wee Sun Lee, Philip S. Yu, Xiaoli Li. Partially Supervised Classification of Text Documents. ICML'2002. pp.387~394 Cited By 155[Bibtex] [PDF] |
| [36] | Haoran Wu, Tong-Heng Phang, Bing Liu, Xiaoli Li. A refinement approach to handling model misfit in text categorization. KDD'2002. pp.207~216 Cited By 33[Bibtex] |
| [35] | Alexander Tuzhilin, Bing Liu. Querying multiple sets of discovered rules. KDD'2002. pp.52~60 Cited By 37[Bibtex] [PDF] |
| [34] | Gao Cong, Lan Yi, Bing Liu, Ke Wang. Discovering Frequent Substructures from Hierarchical Semi-structured Data. SDM'2002. Cited By 42[Bibtex] |
| [33] | Bing Liu, Kaidi Zhao, Lan Yi. Visualizing web site comparisons. WWW'2002. pp.693~703 Cited By 24[Bibtex] |
| [32] | Chidanand Apte, Bing Liu, Edwin P. D. Pednault, Padhraic Smyth. Business applications of data mining. Commun. ACM, 2002: 49~53 Cited By 83[Bibtex] |
| [31] | Isabel F. Cruz, Ashfaq A. Khokhar, Bing Liu, A. Prasad Sistla, Ouri Wolfson, Clement T. Yu. Research Activities in Database Management and Information Retrieval at the University of Illinois at Chicago. SIGMOD Record, 2002: 103~108 [Bibtex] |
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| [30] | Bing Liu, Yiming Ma, Ronnie Lee. Analyzing the Interestingness of Association Rules from the Temporal Dimension. ICDM'2001. pp.377~384 Cited By 40[Bibtex] [PDF] |
| [29] | Bing Liu, Yiming Ma, Philip S. Yu. Discovering unexpected information from your competitors' web sites. KDD'2001. pp.144~153 Cited By 76[Bibtex] |
| [28] | Bing Liu, Wynne Hsu, Yiming Ma. Identifying non-actionable association rules. KDD'2001. pp.329~334 Cited By 46[Bibtex] [PDF] |
| [27] | Bing Liu, Wynne Hsu, Yiming Ma. Discovering the set of fundamental rule changes. KDD'2001. pp.335~340 Cited By 37[Bibtex] [PDF] |
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| [26] | Bing Liu, Minqing Hu, Wynne Hsu. Intuitive Representation of Decision Trees Using General Rules and Exceptions. AAAI/IAAI'2000. pp.615~620 Cited By 20[Bibtex] [PDF] |
| [25] | Bing Liu, Yiyuan Xia, Philip S. Yu. Clustering Through Decision Tree Construction. CIKM'2000. pp.20~29 Cited By 82[Bibtex] [PDF] |
| [24] | Bing Liu, Yiming Ma, Ching Kian Wong. Web for Data Mining Applications. COMPSAC'2000. pp.465~466 [Bibtex] [PDF] |
| [23] | Bing Liu, Wynne Hsu, Heng-Siew Han, Yiyuan Xia. Mining Changes for Real-Life Applications. DaWaK'2000. pp.337~346 Cited By 45[Bibtex] |
| [22] | Wynne Hsu, Mong-Li Lee, Bing Liu, Tok Wang Ling. Exploration mining in diabetic patients databases: findings and conclusions. KDD'2000. pp.430~436 Cited By 21[Bibtex] [PDF] |
| [21] | Bing Liu, Minqing Hu, Wynne Hsu. Multi-level organization and summarization of the discovered rules. KDD'2000. pp.208~217 Cited By 82[Bibtex] [PDF] |
| [20] | Yiming Ma, Bing Liu, Ching Kian Wong, Philip S. Yu, Shuik Ming Lee. Targeting the right students using data mining. KDD'2000. pp.457~464 Cited By 34[Bibtex] |
| [19] | Bing Liu, Yiming Ma, Ching Kian Wong. Improving an Association Rule Based Classifier. PKDD'2000. pp.504~509 Cited By 54[Bibtex] |
| [18] | Wynne Hsu, Bing Liu. Conceptual design: issues and challenges. Computer-Aided Design, 2000: 849~850 Cited By 56[Bibtex] |
| [17] | Bing Liu, Wynne Hsu, Shu Chen, Yiming Ma. Analyzing the Subjective Interestingness of Association Rules. IEEE Intelligent Systems, 2000: 47~55 Cited By 154[Bibtex] |
| [16] | Yiming Ma, Bing Liu, Ching Kian Wong. Web for Data Mining: Organizing and Interpreting the Discovered Rules using the Web. SIGKDD Explorations, 2000: 16~23 Cited By 23[Bibtex] |
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| [15] | Ke Wang, Chu Xu, Bing Liu. Clustering Transactions Using Large Items. CIKM'1999. pp.483~490 Cited By 116[Bibtex] [PDF] |
| [14] | Bing Liu, Wynne Hsu, Yiming Ma. Pruning and Summarizing the Discovered Associations. KDD'1999. pp.125~134 Cited By 315[Bibtex] [PDF] |
| [13] | Bing Liu, Wynne Hsu, Yiming Ma. Mining Association Rules with Multiple Minimum Supports. KDD'1999. pp.337~341 Cited By 313[Bibtex] [PDF] |
| [12] | Bing Liu, Wynne Hsu, Yiming Ma, Shu Chen. Mining Interesting Knowledge Using DM-II. KDD'1999. pp.430~434 Cited By 21[Bibtex] |
| [11] | Bing Liu, Wynne Hsu, Ke Wang, Shu Chen. Visually Aided Exploration of Interesting Association Rules. PAKDD'1999. pp.380~389 Cited By 34[Bibtex] [PDF] |
| [10] | Bing Liu, Wynne Hsu, Lai-Fun Mun, Hing-Yan Lee. Finding Interesting Patterns Using User Expectations. IEEE Trans. Knowl. Data Eng., 1999: 817~832 Cited By 121[Bibtex] [PDF] |
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| [9] | Bing Liu, Wynne Hsu, Yiming Ma. Integrating Classification and Association Rule Mining. KDD'1998. pp.80~86 Cited By 1172[Bibtex] [PDF] |
| [8] | Ke Wang, Soon Hock William Tay, Bing Liu. Interestingness-Based Interval Merger for Numeric Association Rules. KDD'1998. pp.121~128 Cited By 89[Bibtex] [PDF] |
| [7] | Bing Liu, Ke Wang, Lai-Fun Mun, Xin-Zhi Qi. Using Decision Tree Induction for Discovering Holes in Data. PRICAI'1998. pp.182~193 Cited By 25[Bibtex] [PDF] |
| [6] | Ke Wang, Bing Liu. Concurrent Discretization of Multiple Attributes. PRICAI'1998. pp.250~259 Cited By 28[Bibtex] |
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| [5] | Bing Liu, Liang-Ping Ku, Wynne Hsu. Discovering Interesting Holes in Data. IJCAI (2)'1997. pp.930~935 Cited By 56[Bibtex] [PDF] |
| [4] | Bing Liu, Wynne Hsu, Shu Chen. Using General Impressions to Analyze Discovered Classification Rules. KDD'1997. pp.31~36 Cited By 187[Bibtex] [PDF] |
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| [3] | Bing Liu, Wynne Hsu. Post-Analysis of Learned Rules. AAAI/IAAI, Vol. 1'1996. pp.828~834 Cited By 133[Bibtex] [PDF] |
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| [2] | Bing Liu. Integrating Rules and Constraints. ICTAI'1994. pp.676~679 [Bibtex] [PDF] |
| [1] | Bing Liu, Siew-Hwee Choo, Shee-Ling Lok, Sing-Meng Leong, Soo-Chee Lee, Foong-Ping Poon, Hwee-Har Tan. Finding the Shortest Route Using Cases, Knowledge, and Djikstra's Algorithm. IEEE Expert, 1994: 7~11 Cited By 13[Bibtex] |