Critical and future trends in data mining: a review of key data mining technologies/applications
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[1] Rhonda Delmater,et al. Data Mining Explained: A Manager's Guide to Customer-Centric Business Intelligence , 2001 .
[2] Jiawei Han,et al. Selective Materialization: An Efficient Method for Spatial Data Cube Construction , 1998, PAKDD.
[3] Deborah L. McGuinness,et al. Integrated Support for Data Archeology , 1993, Int. J. Cooperative Inf. Syst..
[4] Jian Pei,et al. DNA-miner: a system prototype for mining DNA sequences , 2001, SIGMOD '01.
[5] Jiawei Han,et al. Mining recurrent items in multimedia with progressive resolution refinement , 2000, Proceedings of 16th International Conference on Data Engineering (Cat. No.00CB37073).
[6] Sourav S. Bhowmick,et al. Research Issues in Web Data Mining , 1999, DaWaK.
[7] Jian Pei,et al. Can we push more constraints into frequent pattern mining? , 2000, KDD '00.
[8] Paul Greenberg. CRM at the Speed of Light, Third Edition: Essential Customer Strategies for the 21st Century , 2004 .
[9] Jon Kleinberg,et al. Authoritative sources in a hyperlinked environment , 1999, SODA '98.
[10] Jian Pei,et al. Mining frequent patterns without candidate generation , 2000, SIGMOD 2000.
[11] Anthony K. H. Tung,et al. Spatial clustering in the presence of obstacles , 2001, Proceedings 17th International Conference on Data Engineering.
[12] Anthony K. H. Tung,et al. Spatial clustering methods in data mining : A survey , 2001 .
[13] Jiawei Han,et al. Spatial Data Mining: Progress and Challenges , 1996, Workshop on Research Issues on Data Mining and Knowledge Discovery.
[14] Paolo Merialdo,et al. Semistructured and structured data in the Web: going back and forth , 1997, SGMD.
[15] Oren Etzioni,et al. A scalable comparison-shopping agent for the World-Wide Web , 1997, AGENTS '97.
[16] Carl Gutwin,et al. Domain-Specific Keyphrase Extraction , 1999, IJCAI.
[17] James E. Pitkow,et al. Characterizing Browsing Strategies in the World-Wide Web , 1995, Comput. Networks ISDN Syst..
[18] Ke Wang,et al. Mining Frequent Itemsets Using Support Constraints , 2000, VLDB.
[19] Ke Wang,et al. Pushing Support Constraints Into Association Rules Mining , 2003, IEEE Trans. Knowl. Data Eng..
[20] Hendrik Blockeel,et al. Web mining research: a survey , 2000, SKDD.
[21] Jochen Dörre,et al. Text mining: finding nuggets in mountains of textual data , 1999, KDD '99.
[22] Chanathip Namprempre,et al. HyPursuit: a hierarchical network search engine that exploits content-link hypertext clustering , 1996, HYPERTEXT '96.
[23] Tom M. Mitchell,et al. Learning to Extract Symbolic Knowledge from the World Wide Web , 1998, AAAI/IAAI.
[24] Jon M. Kleinberg,et al. Mining the Web's Link Structure , 1999, Computer.
[25] Carey L. Williamson,et al. Internet Web servers: workload characterization and performance implications , 1997, TNET.
[26] Kyuseok Shim,et al. Data mining and the Web: past, present and future , 1999, WIDM '99.
[27] John McCarthy,et al. Phenomenal data mining: from data to phenomena , 2000, SKDD.
[28] Philip S. Yu,et al. Data mining for path traversal patterns in a web environment , 1996, Proceedings of 16th International Conference on Distributed Computing Systems.
[29] Jiawei Han,et al. Geographic Data Mining and Knowledge Discovery , 2001 .
[30] Gregory S. Tseytin,et al. Phenomenal Data Mining and Link Analysis. , 1998 .
[31] Thorsten Joachims,et al. WebWatcher : A Learning Apprentice for the World Wide Web , 1995 .
[32] Hongjun Lu,et al. Beyond intratransaction association analysis: mining multidimensional intertransaction association rules , 2000, TOIS.
[33] Oren Etzioni,et al. The World-Wide Web: quagmire or gold mine? , 1996, CACM.
[34] Anthony K. H. Tung,et al. Constraint-based clustering in large databases , 2001, ICDT.
[35] Sergey Brin,et al. The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.
[36] Alberto O. Mendelzon,et al. Querying the World Wide Web , 1996, Fourth International Conference on Parallel and Distributed Information Systems.
[37] Maurice D. Mulvenna,et al. Discovering Internet marketing intelligence through online analytical web usage mining , 1998, SGMD.
[38] Ray R. Larson,et al. Bibliometrics of the World Wide Web: An Exploratory Analysis of the Intellectual Structure of Cyberspace , 1996 .
[39] M. Mizruchi,et al. Techniques for Disaggregating Centrality Scores in Social Networks , 1986 .
[40] Marti A. Hearst. Untangling Text Data Mining , 1999, ACL.
[41] Jaideep Srivastava,et al. Web usage mining: discovery and applications of usage patterns from Web data , 2000, SKDD.
[42] Laks V. S. Lakshmanan,et al. Mining frequent itemsets with convertible constraints , 2001, Proceedings 17th International Conference on Data Engineering.
[43] Laks V. S. Lakshmanan,et al. Constraint-Based Multidimensional Data Mining , 1999, Computer.
[44] Jiawei Han,et al. Efficient mining of partial periodic patterns in time series database , 1999, Proceedings 15th International Conference on Data Engineering (Cat. No.99CB36337).
[45] Laks V. S. Lakshmanan,et al. Optimization of constrained frequent set queries with 2-variable constraints , 1999, SIGMOD '99.
[46] James J. Thomas,et al. Visualizing the non-visual: spatial analysis and interaction with information from text documents , 1995, Proceedings of Visualization 1995 Conference.
[47] Jiawei Han,et al. Efficient Rule-Based Attribute-Oriented Induction for Data Mining , 2000, Journal of Intelligent Information Systems.
[48] Jiawei Han,et al. Data Mining: Concepts and Techniques , 2000 .
[49] Umeshwar Dayal,et al. PrefixSpan: Mining Sequential Patterns by Prefix-Projected Growth , 2001, ICDE 2001.
[50] Ellen M. Voorhees,et al. Query expansion using lexical-semantic relations , 1994, SIGIR '94.
[51] Jiawei Han,et al. AIM: Approximate Intelligent Matching for Time Series Data , 2000, DaWaK.
[52] Jiawei Han,et al. GeoMiner: a system prototype for spatial data mining , 1997, SIGMOD '97.
[53] Soumen Chakrabarti,et al. Distributed Hypertext Resource Discovery Through Examples , 1999, VLDB.
[54] Israel Ben-Shaul,et al. Automatically Organizing Bookmarks per Contents , 1996, Comput. Networks.
[55] Jiawei Han,et al. Discovery of Spatial Association Rules in Geographic Information Databases , 1995, SSD.
[56] Raymond J. Mooney,et al. A Mutually Beneficial Integration of Data Mining and Information Extraction , 2000, AAAI/IAAI.
[57] Michael J. Pazzani,et al. A hybrid user model for news story classification , 1999 .
[58] Umeshwar Dayal,et al. FreeSpan: frequent pattern-projected sequential pattern mining , 2000, KDD '00.
[59] Josiane Mothe,et al. TetraFusion: information discovery on the Internet , 1999, IEEE Intell. Syst..
[60] Earl Rennison,et al. Galaxy of news: an approach to visualizing and understanding expansive news landscapes , 1994, UIST '94.
[61] Anthony K. H. Tung,et al. Fault-Tolerant Frequent Pattern Mining: Problems and Challenges , 2001, DMKD.
[62] Soumen Chakrabarti,et al. Data mining for hypertext: a tutorial survey , 2000, SKDD.
[63] Anupam Joshi,et al. Data mining "to go": ubiquitous KDD for mobile and distributed environments , 2001, KDD Tutorials.
[64] Jennifer Widom,et al. The TSIMMIS Project: Integration of Heterogeneous Information Sources , 1994, IPSJ.
[65] Jiawei Han,et al. Mining MultiMedia Data , 1999 .