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 …

Key roles of closed sets and minimal generators in concise representations of frequent patterns

T Hamrouni - Intelligent Data Analysis, 2012 - content.iospress.com
The last years witnessed an explosive progress in networking, storage, and processing
technologies resulting in an unprecedented amount of digitalization of data. Hence, there …

Extracting semantics in OLAP databases using emerging cubes

S Nedjar, R Cicchetti, L Lakhal - Information Sciences, 2011 - Elsevier
Data cubes capture general trends aggregated from multidimensional data from a
categorical relation. When provided with two relations, interesting knowledge can be …

A simple and efficient method for computing data cubes

V Phanluong - INNOV 2015: The Fourth International Conference …, 2015 - amu.hal.science
Based on a construction of the power set of the fact table schemes, this paper presents an
approach to represent and to compute data cubes using a prefix tree structure for the …

Searching data cube for submerging and emerging cuboids

V Phan-Luong - 2017 IEEE 31st International Conference on …, 2017 - ieeexplore.ieee.org
Many existing approaches to data cube computation search for the group-by partitions on
fact table with support greater than some threshold, that is, those can be obtained from the …

A complete index base for querying data cube

V Phan-Luong - Intelligent Systems and Applications: Proceedings of …, 2022 - Springer
We call a base of data cubes a structure that allows to compute data cube query. In a
previous work, we have presented a compact index base, called the first-half index base …

An efficient algorithm for VC-1 to H. 264 video transcoding in progressive compression

JB Lee, H Kalva - 2006 IEEE International Conference on …, 2006 - ieeexplore.ieee.org
The high definition video adoption has been growing rapidly for the last two years. The two
high definition DVD formats HD-DVD and Blueray have mandated MPEG-2, H. 264 and VC …

Mining Interesting Aggregate Tuples

V Phan-Luong - Intelligent Systems Conference, 2023 - Springer
In business intelligence, the concept of data cube offers aggregate views over multiple
dimensions of business. Computing the data cube is a challenge because of the exponential …

First-half index base for querying data cube

V Phan-Luong - Intelligent Systems and Applications: Proceedings of …, 2019 - Springer
Given a relational fact table R, we call a base of data cubes on R a structure that allows to
query the data cubes with any aggregate function. This work presents a compact base of …

A simple data cube representation for efficient computing and updating

V Phanluong - International Journal On Advances in Intelligent …, 2016 - amu.hal.science
—This paper presents a simple approach to represent data cubes that allows efficient
computing, querying and updating. The representation is based on (i) a recursive …