Feasible itemset distributions in data mining: theory and application (original) (raw)

Feasible itemset distributions in data mining

GANESH RAMESH

Proceedings of the twenty-second ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems - PODS '03, 2003

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A Thorough Experimental Study of Datasets for Frequent Itemsets

Fabien De Marchi

Fifth IEEE International Conference on Data Mining (ICDM'05), 2005

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A new classification of datasets for frequent itemsets

Fabien De Marchi

Journal of Intelligent Information Systems, 2010

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Discovery of maximum length frequent itemsets

sam sung

Information Sciences, 2008

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Efficient frequent itemsets mining by sampling

Yanchang Zhao

2006

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A New Approach for Approximately Mining Frequent Itemsets

jianfei yin

2019

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On the effectiveness and efficiency of computing bounds on the support of item-sets in the frequent item-sets mining problem

Bassem Sayrafi

Proceedings of the 1st …, 2005

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An efficient method for mining frequent itemsets with double constraints

Hai Duong

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Mining top-K frequent itemsets through progressive sampling

Eli Upfal

Data Mining and Knowledge Discovery, 2010

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Distribution-Based Synthetic Database Generation Techniques for Itemset Mining

Ganesh Ramesh

2005

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Efficient Algorithms for Mining Frequent Itemsets with Constraint

tin lê

2011

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Mining frequent itemsets with convertible constraints

Laks Lakshmanan

Proceedings 17th International Conference on Data Engineering, 2001

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Mining top-k regular-frequent itemsets using database partitioning and support estimation

Komate Amphawan, Philippe Lenca

Expert Systems with Applications, 2012

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Efficient Discovery of Association Rules and Frequent Itemsets through Sampling with Tight Performance Guarantees

Eli Upfal

Lecture Notes in Computer Science, 2012

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A New Algorithm for Discovery Maximal Frequent Itemsets

Mohammad H. Nadimi-Shahraki

… Conference on Data …, 2008

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Mining Approximate Frequent Itemsets In the Presence of Noise: Algorithm and Analysis

Jan Prins

Proceedings of the 2006 SIAM International Conference on Data Mining, 2006

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On the Effectiveness and Efcienc y of Computing Bounds on the Support of Item›Sets in the Frequent Item›Sets Mining Problem

Masashi Kiyomi

2005

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NUCLEAR: AN EFFICIENT METHOD FOR MINING FREQUENT ITEMSETS BASED ON KERNELS AND EXTENDABLE SETS

Computer Science & Information Technology (CS & IT) Computer Science Conference Proceedings (CSCP)

Computer Science & Information Technology (CS & IT), 2019

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Structure of frequent itemsets with extended double constraints

DUONG VAN HAI

Vietnam Journal of Computer Science, 2016

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LCM ver. 2: Efficient mining algorithms for frequent/closed/maximal itemsets

Masashi Kiyomi

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A new approximate method for mining frequent itemsets from big data

Chenghao Wei

Computer Science and Information Systems, 2021

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CoverSize: A Global Constraint for Frequency-Based Itemset Mining

John Aoga

Lecture Notes in Computer Science, 2017

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