[PDF] Top 20 Ontology-Incorporated Mining of Association Rules in Data Warehouse
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Ontology-Incorporated Mining of Association Rules in Data Warehouse
... structures in data warehouse and domain knowledge change by ...schema ontology, domain ontology and user preference ontology would be changing ...process data ... See full document
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Ontology-incorporated mining of association rules in data warehouse
... exploration of the stored data. Contemporary data warehousing systems are mostly based on relational databases, which cannot thoroughly describe organizational relation between ...schema in ... See full document
8
Toward intelligent data warehouse mining: An ontology-integrated approach for multi-dimensional association mining
... One of the advantages of introducing domain ontology into the mining system is to find concept extended rules from the existing primitive data ...For data with ... See full document
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Hiding Constrained Association Rules in Privacy Preserving Data Mining
... Data Cleaning Data Integration Data Warehouse Task-relevant Data Selection Data Mining Pattern Evaluation... Current Technology: Architecture of a Typical Data Mining System.[r] ... See full document
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Ontology-assisted query formulation in multidimensional association rule mining
... and data mining to develop DBMiner, a system that provides minings of association rules, classification, prediction and clustering from data ...efficient data storage and ... See full document
4
Dynamic mining of multi-supported association rules with classification ontology
... One of the predominant techniques used in the area of data mining is association rule ...mining. In real world, data mining analysts usually are ... See full document
8
Incremental mining of generalized association rules under classification ontology and support constraint update
... Abstract—Mining association rules from a large business database, has been recognized as an important topic in the data mining ...analysis of associations is the use ... See full document
6
Incremental mining of ontological association rules in evolving environments
... Dept. of Comp. Sci. & Info. Eng., National University of Kaohsiung, Taiwan 1 ...process of knowledge discovery from databases is a knowledge intensive, highly user-oriented practice, thus has ... See full document
10
Mining association rules with ontological information
... the data mining process is knowledge intensive. It has been shown in many applications that with the aid of domain knowledge, one can discover more meaningful patterns and enrich the semantics ... See full document
4
Re-mining of ontological association rules under support threshold refinement
... Univ. of Kaohsiung I-Shou University ...problem of mining association rules incorporated with domain knowledge (ontology) has attracted lots of ... See full document
7
Facilitating active multidimensional association mining with user preference ontology
... lecturer in Cheng Shiu University, Niaosong Township, Kaohsiung County ...Multidimensional association mining from data warehouse has become a knowledge discovery paradigm because it ... See full document
4
An active multidimensional association mining framework with user preference ontology
... Business data are subject to change by time or by the modifications of business ...multidimensional association mining framework that incorporates with user preference ontology, which ... See full document
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Maintenance of Association Rules in Data Mining
... 1-itemsets in the original database, then it is absolutely not large for the entire updated database as long as the number of newly inserted transactions is within the predefined number of new ... See full document
6
A generic approach for mining indirect association rules in data streams
... Dept. of Computer Science and Information Engineering, Tamkang University, Taiwan 1 ...indirect association refers to an infrequent itempair, each item of which is highly co-occurring with a frequent ... See full document
10
Fuzzy data mining for interesting generalized association rules
... seen in real-world applications. In this paper, we introduce the problem of mining generalized association rules for quantitative ...generalized rules mining ... See full document
33
Mining Time Series Data with Fuzzy Association Rules
... 2.1 Association Rules Data mining can be applied to discover the useful patterns and rules by exploring and analyzing a large quantity of ...collection of data from ... See full document
7
Mining Association Rules in Text
... for mining association rules between words in text ...characteristics of text databases are quite different from those of retail transaction databases, and existing mining ... See full document
1
Mining Fuzzy Multiple-Level Association Rules from Quantitative Data
... and data-mining techniques have been developed to turn data into useful task-oriented ...for mining association rules identify relationships among transactions using binary ... See full document
33
Incremental maintenance of ontology-exploiting association rules
... --- Memory Hard Disk Notebook Desktop PC PC --- --- --- RAM 256MB S 60GB IBM 60GB RAM 512MB Sony VAIO Gateway GE IBM TP Printer HP DeskJet Epson EPL --- Ink Cartridge Photo Conductor Ton[r] ... See full document
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Applying Visualizing Association Rules in Medical Data Mining —An Example of Information Extraction from Severe Acute Respiratory
... Applying Visualizing Association Rules in Medical Data Mining —An Example of Information Extraction from Severe Acute Respiratory.. 中文摘要[r] ... See full document
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