Sweeping the disjunctive search space towards mining new exact concise representations of frequent itemsets

T Hamrouni, SB Yahia, EM Nguifo - Data & Knowledge Engineering, 2009 - Elsevier
Concise (or condensed) representations of frequent patterns follow the minimum description
length (MDL) principle, by providing the shortest description of the whole set of frequent …

A survey on fuzzy association rule mining

H Kalia, S Dehuri, A Ghosh - International Journal of Data …, 2013 - igi-global.com
Association rule mining is one of the fundamental tasks of data mining. The conventional
association rule mining algorithms, using crisp set, are meant for handling Boolean data …

A framework for mining fuzzy association rules from composite items

M Muyeba, MS Khan, F Coenen - New Frontiers in Applied Data Mining …, 2009 - Springer
A novel framework is described for mining fuzzy Association Rules (ARs) relating the
properties of composite attributes, ie attributes or items that each feature a number of values …

Mining association rules in temporal databases

X Ye, JA Keane - SMC'98 Conference Proceedings. 1998 IEEE …, 1998 - ieeexplore.ieee.org
Association rules are used to express" interesting" relationships between items of data in a
standard enterprise database. In a temporal database, each tuple is given a start and an end …

Learning preferences in prioritized qualitative choice logic

K Sedki, JB Lamy, R Tsopra - 2020 IEEE 32nd International …, 2020 - ieeexplore.ieee.org
Prioritized Qualitative Choice Logic (PQCL) is obtained from the propositional logic by
adding a new logical connective, called ordered disjunction (→×) to express user …

Finding associations in composite data sets: the CFARM algorithm

MS Khan, M Muyeba, F Coenen, D Reid… - International Journal of …, 2011 - igi-global.com
In this paper, a composite fuzzy association rule mining mechanism (CFARM), directed at
identifying patterns in datasets comprised of composite attributes, is described. Composite …

[PDF][PDF] A New Concise Representation of Frequent Patterns through Disjunctive Search Space.

T Hamrouni, I Denden, SB Yahia, EM Nguifo - CLA, 2007 - cla.inf.upol.cz
The interest in a further pruning of the set of frequent patterns that can be drawn from real-
life datasets is growing up. In fact, it is a quite survival reflex towards providing a …

Mining Fuzzy Association Rules from Composite Items

MS Khan, M Muyeba, F Coenen - … Intelligence in Theory and Practice II …, 2008 - Springer
This paper presents an approach for mining fuzzy Association Rules (ARs) relating the
properties of composite items, ie items that each feature a number of values derived from a …

[PDF][PDF] Exploring the disjunctive search space towards discovering new exact concise representations for frequent patterns

T Hamrouni, I Denden, SB Yahia… - … technique, Centre de …, 2007 - academia.edu
Extracting concise representations seems to be a milestone towards the emerging
knowledge extraction field. In fact, it is a quite survival reflex towards providing a …

[引用][C] 基于敏捷制造模式的数字化生产车间的研究

王苏安, 何卫平, 房亚东, 秦钟宝 - 计算机工程与应用, 2005