[PDF] Top 20 On the evaluation of attribute information for mining classification rules
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On the evaluation of attribute information for mining classification rules
... A two-phase approach for classification rule mining was explored in [6], where given a large training set of data tuples, the first phase, referred t o as featur[r] ... See full document
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Using multi-attribute predicates for mining classification rules
... cases the group identity is not so dependent on the value of a single ...Rather, the group identity depends on the combined values of a set of ...required ... See full document
6
Mining fuzzy association rules for classification problems
... Abstract The effective development of data mining techniques for the discovery of knowledge from training samples for classification problems in industrial ... See full document
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Elicitation of classification rules by fuzzy data mining
... Institute of Management of Technology, National Chiao Tung University, Hsinchu 300, Taiwan, ROC Received25 November 2002; receivedin revisedform 22 May 2003; accepted18 September 2003 Abstract Data ... See full document
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Mining association rules with ontological information
... One of the most important patterns in data mining is to discover association rules from a ...expression of the form, X Y, where X and Y are sets of ...Such ... See full document
4
Finding fuzzy classification rules using data mining techniques
... data mining technique to discover fuzzy rules for clas- sification problems based on the Apriori algo- ...rithm. The first phase finds frequent fuzzy grids by dividing each ... See full document
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RULES FOR THE CONSTRUCTION AND CLASSIFICATION OF STEEL SHIPS 2019
... (3) information with respect to types of cargo carried, use of different tanks for cargo/ballast, protection of tanks and condition of coating, if ...types of possible ... See full document
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RULES FOR THE CONSTRUCTION AND CLASSIFICATION OF STEEL SHIPS 2018
... (3) information with respect to types of cargo carried, use of different tanks for cargo/ballast, protection of tanks and condition of coating, if ...types of possible ... See full document
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Mining Formative Evaluation Rules Using Web-Based Learning Portfolios for Web-Based Learning Systems
... tune the membership functions by the refined value δ defined in the proposed refined K-means clustering ...4, the circle and square notations with black and grey colors represent respectively ... See full document
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A Study on Mining Fuzzy Association Rules and Episode Rules for Intrusion Detection 柯文元、曹偉駿
... Proceedings of the DARPA Information Survivability Conference and Exposition - DISCEX, ...Detection Evaluation, ...Proceedings of the ACM CCS Workshop on Data ... See full document
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Incremental mining of ontological association rules in evolving environments
... Dept. of Comp. Sci. & Info. Eng., National University of Kaohsiung, Taiwan 1 ...Abstract. The process of knowledge discovery from databases is a knowledge intensive, highly user-oriented ... See full document
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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 ...data mining analysts usually are confronted with a dynamic environment; the ... See full document
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Incremental mining of generalized association rules under classification ontology and support constraint update
... association rules from a large business database, has been recognized as an important topic in the data mining ...help the analysis of associations is the use of ... See full document
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Mining decision rules on data streams in the presence of concept drifts
... Department of Information Management, National DongHwa University, Hualien, Taiwan, ROC Abstract In a database, the concept of an example might change along with time, which is known as ... See full document
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Automated support specification for efficient mining of interesting association rules
... Abstract Mining association rules from large databases of business data is an important topic in data ...over the items, so it may be more useful to find associations at different levels ... See full document
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A DIAMOND method of inducing classification rules for biological data
... solve the classical statistical problems of classification and ...during the classification. Solving this mixed-integer program, the rules with high rate of accuracy can be ... See full document
13
Classification of Research Results on Information Systems Alignment
... that the two dimensions are inseparable in most of real world cases because managers behave according to their ...comparison, the behavioral dimension has been adopted frequently in the ... See full document
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Perfect Hashing Schemes for Mining Association Rules
... improve the performance of data mining association rules, as in the DHP algorithm that utilizes the hash table in identifying the validity of candidate itemsets ... See full document
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Fuzzy data mining for interesting generalized association rules
... introduce the problem of mining generalized association rules for quantitative ...generalized rules mining algorithm for extracting implicit knowledge from ... See full document
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A machine learning approach for acquiring descriptive classification rules of shape contours
... Ueda and Suzuki (4) retained perceptually relevant features in shapes to learn shape models. These results show that machine learning techniques really help the tas[r] ... See full document
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