Application of Big Data Mining in Prediction and Optimization of Mobile Communication Networks

Lecture Notes in Electrical Engineering - Frontier Computing ◽

10.1007/978-981-15-3250-4_125 ◽

2020 ◽

pp. 975-981

Author(s):

Zhengyi Sun ◽

Jie Dong

Keyword(s):

Data Mining ◽

Big Data ◽

Communication Networks ◽

Mobile Communication ◽

Big Data Mining ◽

Mobile Communication Networks

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Fault Detection in Mobile Communication Networks Using Data Mining Techniques with Big Data Analytics

International Journal on Cybernetics & Informatics ◽

10.5121/ijci.2016.5410 ◽

2016 ◽

Vol 5 (4) ◽

pp. 81-89

Author(s):

Prasanthi Gottumukkala ◽

Srinivasa Rao G

Keyword(s):

Data Mining ◽

Big Data ◽

Fault Detection ◽

Communication Networks ◽

Mobile Communication ◽

Data Analytics ◽

Big Data Analytics ◽

Data Mining Techniques ◽

Mobile Communication Networks ◽

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Spatio-temporal human mobility prediction based on trajectory data mining for resource management in mobile communication networks

2019 IEEE 20th International Conference on High Performance Switching and Routing (HPSR) ◽

10.1109/hpsr.2019.8808106 ◽

2019 ◽

Author(s):

Shingo Enami ◽

Kohei Shiomoto

Keyword(s):

Data Mining ◽

Resource Management ◽

Communication Networks ◽

Mobile Communication ◽

Human Mobility ◽

Mobility Prediction ◽

Trajectory Data ◽

Trajectory Data Mining ◽

Mobile Communication Networks ◽

Spatio Temporal

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OPTIMAL DECISION MAKING WHEN PLANNING MOBILE COMMUNICATION NETWORKS TAKING INTO ACCOUNT A SET OF QUALITY FACTORS

Telecommunications and Radio Engineering ◽

10.1615/telecomradeng.v74.i18.40 ◽

2015 ◽

Vol 74 (18) ◽

pp. 1635-1649

Author(s):

V. M. Bezruk ◽

D. V. Chebotaryova

Keyword(s):

Decision Making ◽

Communication Networks ◽

Mobile Communication ◽

Optimal Decision ◽

Quality Factors ◽

Mobile Communication Networks ◽

Optimal Decision Making

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Retrieving Information and Discovering Knowledge from Unstructured Data Using Big Data Mining Technique: Heavy Oil Fields Example

10.2523/17805-ms ◽

2014 ◽

Author(s):

Wenkuang Wu ◽

Xiaoguang Lu ◽

Ben Cox ◽

Guoqiang Li ◽

Lihua Lin ◽

...

Keyword(s):

Data Mining ◽

Big Data ◽

Heavy Oil ◽

Unstructured Data ◽

Data Mining Technique ◽

Big Data Mining ◽

Mining Technique

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Development of System for Measuring Internet Speed and Network Parameters on Fixed and Mobile Communication Networks Based on Recommendation ITU-T Q.3961 and Recommendation ITU-T Q.3056 Using Probes

The 4th International Conference on Future Networks and Distributed Systems (ICFNDS) ◽

10.1145/3440749.3442608 ◽

2020 ◽

Author(s):

Nikita Shustov ◽

Vasiliy Zelenov ◽

Ruslan Kirichek

Keyword(s):

Communication Networks ◽

Mobile Communication ◽

Network Parameters ◽

Mobile Communication Networks

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An Overview on Big Data Mining Using Evolutionary Techniques

2020 International Conference on Innovation and Intelligence for Informatics, Computing and Technologies (3ICT) ◽

10.1109/3ict51146.2020.9312016 ◽

2020 ◽

Author(s):

Fadia Alaeddin ◽

Ala' Khalifeh ◽

Khalid A. Darabkh

Keyword(s):

Data Mining ◽

Big Data ◽

Big Data Mining

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Research on Personalized Recommendation System Based on Big Data Mining Technology

2020 5th International Conference on Mechanical, Control and Computer Engineering (ICMCCE) ◽

10.1109/icmcce51767.2020.00052 ◽

2020 ◽

Author(s):

Hongwei Li

Keyword(s):

Data Mining ◽

Big Data ◽

Recommendation System ◽

Personalized Recommendation ◽

Mining Technology ◽

Big Data Mining

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Empirical Study of Big Data Mining Technology in English Teaching Integration and Optimization Analysis

Proceedings of the 2020 International Conference on Computers, Information Processing and Advanced Education ◽

10.1145/3419635.3419734 ◽

2020 ◽

Author(s):

Chenxia Qiu

Keyword(s):

Data Mining ◽

Big Data ◽

Empirical Study ◽

Optimization Analysis ◽

Mining Technology ◽

English Teaching ◽

Big Data Mining

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Improved K-Means Clustering Algorithm for Big Data Mining under Hadoop Parallel Framework

Journal of Grid Computing ◽

10.1007/s10723-019-09503-0 ◽

2019 ◽

Vol 18 (2) ◽

pp. 239-250 ◽

Author(s):

Weijia Lu

Keyword(s):

Data Mining ◽

Big Data ◽

Clustering Algorithm ◽

Big Data Mining

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State-dependent stochastic mobility model in mobile communication networks

Simulation Modelling Practice and Theory ◽

10.1016/j.simpat.2009.12.002 ◽

2010 ◽

Vol 18 (3) ◽

pp. 348-365 ◽

Author(s):

F.R.B. Cruz ◽

P.C. Oliveira ◽

L. Duczmal

Keyword(s):

Communication Networks ◽

Mobile Communication ◽

Mobility Model ◽

State Dependent ◽

Mobile Communication Networks

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