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Abstract: Great efforts have been paid in the Intelligent Database Systems Research Lab for the research and development of efficient data mining methods and construction of on-line analytical data mining systems. Our work has been focused on the integration of data mining and OLAP technologies and the development of scalable, integrated, and multiple data mining functions. A data mining system, DBMiner, has been developed for interactive mining of multiple-level knowledge in large relational databases... (Update)
Context of citations to this paper: More
...by classical database systems. The relationships between OLAP and data mining have also been investigated by several authors [GMPS96, Han97, Han98]. The research on statistical databases has been mainly concerned with conceptual modelization. The focus is on the macro data...
.... dimensions of the data set [8] There are also efforts under way to use the data warehouse and OLAP engines to perform data mining [15]. Because all of these queries are often complex and the data warehouse database is often very large, processing the queries quickly is...
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BibTeX entry: (Update)
J. Han. Towards on-line analytical mining in large databases. ACM SIGMOD Record, 27:97--107, 1998. http://citeseer.ist.psu.edu/han98towards.html More
@article{ han98towards,
author = "J. Han",
title = "Towards On-Line Analytical Mining in Large Databases",
journal = "SIGMOD Record (ACM Special Interest Group on Management of Data)",
volume = "27",
number = "1",
month = "????",
pages = "97--??",
year = "1998",
url = "citeseer.ist.psu.edu/han98towards.html" }
Citations (may not include all citations):2177 Programs for Machine Learning (context) - Quinlan - 1993
910 Fast algorithms for mining association rules - Agrawal, Srikant - 1994
474 Advances in Knowledge Discovery and Data Mining (context) - Fayyad, Piatetsky-Shapiro et al. - 1996
268 Mining generalized association rules - Srikant, Agrawal - 1995
249 An overview of data warehousing and OLAP technology (context) - Chaudhuri, Dayal - 1997
242 Efficient and effective clustering method for spatial data m.. - Ng, Han - 1994
225 Data Mining: Concepts and Techniques (context) - Han, Kamber - 1998
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
185 the computation of multidimensional aggregates - Agarwal, Agrawal et al. - 1996
161 Exploratory mining and pruning optimizations of constrained .. - Ng, Lakshmanan et al. - 1998
126 Fast similarity search in the presence of noise (context) - Agrawal, Lin et al. - 1995
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
109 An array-based algorithm for simultaneous multidimensional a.. - Zhao, Deshpande et al. - 1997
106 Maintenance of discovered association rules in large databas.. - Cheung, Han et al. - 1996
84 Discovery of spatial association rules in geographic informa.. - Koperski, Han - 1995
55 Exploration of the power of attributeoriented induction in d.. - Han, Fu - 1996
52 A fast distributed algorithm for mining association rules - Cheung, Han et al. - 1996
50 Discovering Web access patterns and trends by applying OLAP .. - Zaiane, Xin et al. - 1998
48 Attribute-oriented induction in relational databases (context) - Cai, Cercone et al. - 1991
36 Metaruleguided mining of multi-dimensional association rules.. - Kamber, Han et al. - 1997
28 Meta-rule-guided mining of association rules in relational d.. - Fu, Han - 1995
17 DBMiner: A system for data mining in relational databases an.. - Han, Chiang et al. - 1997
17 Intelligent query answering by knowledge discovery technique.. - Han, Huang et al. - 1996
16 OLAP mining: An integration of OLAP with data mining - Han - 1997
14 Generalization and decision tree induction: Efficient classi.. - Kamber, Winstone et al. - 1997
13 Selective materialization: An efficient method for spatial d.. - Han, Stefanovic et al. - 1998
9 Generalization-based data mining in object-oriented database.. - Han, Nishio et al. - 1998
8 Dealing with semantic heterogeneity by generalization-based .. - Han, Ng et al. - 1998
6 Statistical approaches to predictive modeling in large datab.. - Cheng - 1998
5 Periodic pattern search in time-related data sets - Gong - 1997
4 Similarity search in time series data sets - Xia - 1997
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WebML: Querying the World-Wide Web for Resources and Knowledge - Zaïane, Han (1998) (Correct)
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