Sciweavers

21 search results - page 2 / 5
» An integer programming approach for frequent itemset hiding
Sort
View
ACTA
2006
104views more  ACTA 2006»
13 years 4 months ago
Safe projections of binary data sets
Abstract Selectivity estimation of a boolean query based on frequent itemsets can be solved by describing the problem by a linear program. However, the number of variables in the e...
Nikolaj Tatti
DATAMINE
1999
152views more  DATAMINE 1999»
13 years 4 months ago
Discovery of Frequent DATALOG Patterns
Discovery of frequent patterns has been studied in a variety of data mining settings. In its simplest form, known from association rule mining, the task is to discover all frequent...
Luc Dehaspe, Hannu Toivonen
4OR
2004
90views more  4OR 2004»
13 years 4 months ago
A MIP approach for some practical packing problems: Balancing constraints and tetris-like items
This paper considers packing problems with balancing conditions and items consisting of clusters of parallelepipeds (mutually orthogonal, i.e. tetris-like items). This issue is qu...
Giorgio Fasano
ICDM
2005
IEEE
133views Data Mining» more  ICDM 2005»
13 years 10 months ago
Summarization - Compressing Data into an Informative Representation
In this paper, we formulate the problem of summarization of a dataset of transactions with categorical attributes as an optimization problem involving two objective functions - co...
Varun Chandola, Vipin Kumar
ICDE
2008
IEEE
110views Database» more  ICDE 2008»
14 years 6 months ago
Standing Out in a Crowd: Selecting Attributes for Maximum Visibility
In recent years, there has been significant interest in development of ranking functions and efficient top-k retrieval algorithms to help users in ad-hoc search and retrieval in da...
Muhammed Miah, Gautam Das, Vagelis Hristidis, Heik...