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Abstract: Mining information and knowledge from large databases has been recognized by many researchers as a key research topic in database systems and machine learning, and by many industrial companies as an important area with an opportunity of major revenues. Researchers in many different fields have shown great interest in data mining. Several emerging applications in information providing services, such as data warehousing and on-line services over the Internet, also call for various data mining... (Update)
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BibTeX entry: (Update)
M. Chen, J. Han, and P. Yu. Data mining: An overview from database perspective. IEEE Transactions on Knowledge and Data Eng., 8(6):866--883, December 1996. http://citeseer.ist.psu.edu/article/chen96data.html More
@article{ chen96data,
author = "Ming-Syan Chen and Jiawei Han and Philip S. Yu",
title = "Data mining: an overview from a database perspective",
journal = "Ieee Trans. On Knowledge And Data Engineering",
volume = "8",
address = "Natl Taiwan Univ, Dept Elect Engn, Taipei 10764, Taiwan Simon Fraser Univ, Sch Comp Sci, Burnaby, Bc V5A 1S6, Canada Ibm Corp, Thomas J Watson Res Ctr, Yorktown Hts, Ny, 10598",
pages = "866--883",
year = "1996",
url = "citeseer.ist.psu.edu/article/chen96data.html" }
Citations (may not include all citations):2177 Programs for Machine Learning (context) - Quinlan - 1993
1359 Induction of decision trees (context) - Quinlan - 1986
921 Mining Association Rules between Sets of Items in Large Data.. - Agrawal, Imielinski et al. - 1993
805 Algorithms for Clustering Data (context) - Jain, Dubes - 1988
516 tree: An efficient and robust access method for points and r.. (context) - Beckmann, Kriegel et al. - 1990
474 Advances in Knowledge Discovery and Data Mining (context) - Fayyad, Piatetsky-Shapiro et al. - 1996
392 A theory and methodology of inductive learning (context) - Michalski - 1983
340 Mining Sequential Patterns - Agrawal, Srikant - 1995
282 Finding Groups in Data: an Introduction to Cluster Analysis (context) - Kaufman, Rousseeuw - 1990
268 Mining Generalized Association Rules - Srikant, Agrawal - 1995
262 From data mining to knowledge discovery: An overview (context) - Piatetsky-Shapiro, Fayyad et al. - 1996
248 Implementing data cubes efficiently - Harinarayan, Ullman et al. - 1996
242 Efficient and effective clustering method for spatial data m.. - Ng, Han - 1994
241 Fast Subsequence Matching in TimeSeries Databases - Faloutsos, Ranganathan et al. - 1994
222 BIRCH: an efficient data clustering method for very large da.. - Zhang, Ramakrishnan et al. - 1996
213 Discovery of Multiple-Level Association Rules from Large Dat.. - Han, Fu - 1995
209 Mining quantitative association rules in large relational ta.. - Srikant, Agrawal - 1996
208 Fast Algorithms for Mining Association Rules in Large Databa.. (context) - Agrawal, Srikant - 1994
205 Efficient Similarity Search in Sequence Databases - Agrawal, Faloutsos et al. - 1993
172 View maintenance in a warehousing environment - Zhuge, Garcia-Molina et al. - 1995
165 Research problems in data warehousing - Widom - 1995
164 An Efficient Algorithm for Mining Association Rules in Large.. (context) - Savasere, Omiecinski et al. - 1995
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137 Finding interesting rules from large sets of discovered asso.. - Klemettinen, Mannila et al. - 1994
135 Theory and results (context) - Cheeseman, Stutz et al. - 1996
126 Fast Similarity Search in the Presence of Noise (context) - Agrawal, Lin et al. - 1995
125 An Effective Hash Based Algorithm for Mining Association Rul.. - Park, Chen et al. - 1995
121 Efficient Algorithms for Discovering Association Rules - Mannila, Toivonen et al. - 1994
119 Characterizing browsing strategies in the world-wide web - Catledge, Pitkow - 1995
117 IEEE Transactions on Knowledge and Data Engineering (context) - Agrawal, Imielinski et al. - 1993
114 Data-driven discovery of quantitative rules in relational da.. (context) - Han, Cai et al. - 1993
111 SLIQ: A fast scalable classifier for data mining - Mehta, Agrawal et al. - 1996
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95 An Interval Classifier for Database Mining Applications - Agrawal, Ghosh et al. - 1992
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93 Aggregate-query processing in data warehousing environment - Gupta, Harinarayan et al. - 1995
84 Discovery of spatial association rules in geographic informa.. - Koperski, Han - 1995
57 DBMiner: A system for mining knowledge in large relational d.. - Han, Fu et al. - 1996
55 Exploration of the power of attribute-oriented induction in .. - Han, Fu - 1996
52 Knowledge discovery in large spatial databases: Focusing tec.. - Ester, Kriegel et al. - 1995
46 Eager aggregation and lazy aggregation - Yan, Larson - 1995
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42 Database research: Achievements and opportunities into the 2.. - Silberschatz, Stonebraker et al. - 1995
42 On subjective measure of interestingness in knowledge discov.. - Silberschatz, Tuzhilin - 1995
41 Metaqueries for data mining - Shen, Ong et al. - 1996
40 The process of knowledge discovery in databases: A humancent.. (context) - Brachman, Anand - 1996
36 Inductive logic programming and knowledge discovery (context) - Dzeroski - 1996
36 Data Mining for Path Traversal Patterns in a Web Environment - Chen, Park et al. - 1996
34 Efficient Parallel Data Mining for Association Rules (context) - Park, Chen et al. - 1995
33 Improving inference through conceptual clustering (context) - Fisher - 1987
33 Dynamic generation and refinement of concept hierarchies for.. - Han, Fu - 1994
30 A statistical perspective on knowledge discovery in database.. - IV, Pregibon - 1996
29 Explora: a multipattern and multistrategy discovery assistan.. (context) - Klosgen - 1996
29 Learning arbiter and combiner trees from partitioned data fo.. - Chan, Stolfo - 1995
28 Supporting data mining of large databases by visual feedback.. (context) - Keim, Kriegel et al. - 1994
28 Meta-rule-guided mining of association rules in relational d.. - Fu, Han - 1995
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25 DataMine -- application programming interface and query lang.. (context) - Imielinski, Virmani - 1996
24 Knowledge Mining by Imprecise Querying: A Classification-Bas.. (context) - Anwar, Beck et al. - 1992
24 Optimization and simplification of hierarchical clusterings (context) - Fisher - 1995
23 Mining for knowledge in databases: The INLEN architecture - Michalski, Kerschberg et al. - 1992
22 NeuroRule: A Connectionist Approach to Data Mining - Lu, Setiono et al. - 1995
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21 A bibliography on temporal databases (context) - Stam, Snodgrass - 1988
19 Bibliography on spatiotemporal databases (context) - Al-Taha, Snodgrass et al. - 1993
17 Knowledge discovery in object-oriented and active databases - Han, Nishio et al. - 1994
15 Fuzzy Sets and Knowledge Discovery (context) - Ziarko - 1994
15 Backtracking in a Multiple-Window Hypertext Environment (context) - Bieber, Wan - 1994
14 Selecting and reporting what is interesting: The KEFIR appli.. (context) - Matheus, Piatetsky-Shapiro et al. - 1996
13 and presentation of strong rules (context) - Piatetsky-Shapiro, analysis - 1991
12 and Stochastic Process (context) - Papoulis, Random - 1984
10 Classification of Regression Trees (context) - Breiman, Friedman et al. - 1984
9 Knowledge discovery in large spatial databases (context) - Lu, Han et al. - 1993
9 Mining knowledge at multiple concept levels - Han - 1995
8 Knowledge discovery as a threat to database security (context) - O'Leary - 1991
7 HierarchyScan: A Hierarchical Similarity Search Algorithm fo.. (context) - Li, Yu et al. - 1996
4 The World Wide Web Unleashed (context) - December, Randall - 1994
4 Using Multi-Attribute Predicates for Mining Classification R.. (context) - Chen, Yu - 1995
3 Mining Association Rules with Adjustable Accuracy (context) - Park, Chen et al. - 1995
3 Introduction to Objected-Oriented Databases (context) - Kim - 1990
3 Browsing in Hypertext: A Cognitive Study (context) - Caramel, Crawford et al. - 1992
2 Dynamic Time Warping with Path Control and Non local Cost (context) - Stettiner, Malah et al. - 1994
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1 Data-Mining and Visualization of Tranditional and Multimedia.. (context) - Faloutsos, Lin et al. - 1995
1 Technical Report GA (context) - POWERparallel - 1995
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www.informatik.uni-bonn.de/III/lehre/vorlesungen/DataMining/WS96/):
Data Mining - The Search for Knowledge in Databases - Holsheimer, Siebes (1991) (Correct)
Mining Association Rules between Sets of Items in Large.. - Agrawal, Imielinski, Swami (1993) (Correct)
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