Clustering based Compress Data Cube algorithm

被引：0

作者：

Xie, Zhijun ^{[1
]}

Nie, Mingxing ^{[1
]}

Wang, Tongsen ^{[1
]}

机构：

[1] Fujian Univ Technol, Dept Comp & Informat, Fuzhou 350014, Peoples R China

来源：

2009 WRI WORLD CONGRESS ON SOFTWARE ENGINEERING, VOL 4, PROCEEDINGS | 2009年

关键词：

D O I：

10.1109/WCSE.2009.330

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

In this paper, we present a novel clustering based technique to build an approximate compressed data cube and using this compressed data cube to provide answers to queries directly. Results of experiments on the effectiveness of Compact Cube are presented, using both synthetic and real-world data. The results indicate that the proposed Compress Cube can efficiently reduce the cube size. Through comparing the algorithm with some other algorithms, we can conclude that the compact cube is more efficient than others.

引用

页码：429 / 433

页数：5

共 50 条

[1] Data Cube Clustering with Improved DBSCAN Based on Fuzzy Logic and Genetic Algorithm
Rad, Mina Hosseini
Abdolrazzagh-Nezhad, Majid
INFORMATION TECHNOLOGY AND CONTROL, 2020, 49 (01): : 127 - 143
[2] Improvement on a Algorithm for Graphic Data Compress
Li Yongjun
Ma Liyuan
Hu Changlin
PROCEEDINGS OF THE SECOND INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION AND INSTRUMENTATION, VOL 4, 2008, : 2040 - 2042
[3] Detection method of abnormal data in cube based on spectral clustering
Song S.-J.
Fan M.
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2023, 53 (10): : 2917 - 2922
[4] A new hybridization of DBSCAN and fuzzy earthworm optimization algorithm for data cube clustering
Rad, Mina Hosseini
Abdolrazzagh-Nezhad, Majid
SOFT COMPUTING, 2020, 24 (20) : 15529 - 15549
[5] A new hybridization of DBSCAN and fuzzy earthworm optimization algorithm for data cube clustering
Mina Hosseini Rad
Majid Abdolrazzagh-Nezhad
Soft Computing, 2020, 24 : 15529 - 15549
[6] A Clustering Algorithm for Evolving Data Streams Using Temporal Spatial Hyper Cube
Al-amri, Redhwan
Murugesan, Raja Kumar
Almutairi, Mubarak
Munir, Kashif
Alkawsi, Gamal
Baashar, Yahia
APPLIED SCIENCES-BASEL, 2022, 12 (13):
[7] Automatic processing of the multibeam echosounding data based on CUBE algorithm
Qi, Xiaodi
Zhou, Xinghua
2013 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION (ICIA), 2013, : 1324 - 1327
[8] A DATA STREAMS CLUSTERING ALGORITHM BASED ON INTERVAL DATA
Li, Yan
Ye, Ming
Wang, Huiwen
Liu, Dan
Che, Yin
PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2008, : 2775 - 2778
[9] A Density Clustering Algorithm Based on Data Partitioning
Li, Dongping
PROCEEDINGS OF ANNUAL CONFERENCE OF CHINA INSTITUTE OF COMMUNICATIONS, 2010, : 251 - 254
[10] Study of clustering algorithm based on model data
Li, Kai
Cui, Li-Juan
PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 3961 - +

← 1 2 3 4 5 →