LEADER 03260oam  2200553   450 
001 9910159456403321
005 20190911103516.0
010   $a1-5225-1751-0
024 7 $a10.4018/978-1-5225-1750-4
035   $a(OCoLC)967761377
035   $a(MiFhGG)GVRL02DC
035   $a(EXLCZ)993710000001018832
100   $a20161219h20172017  uy             0
101 0 $aeng
135   $aurun|---uuuua
181   $2rdacontent
182   $2rdamedia
183   $2rdacarrier
200 00$aBig data applications in the telecommunications industry /$fYe Ouyang and Mantian Hu, editors
210  1$aHershey, PA :$cInformation Science Reference,$d[2017]
210  4$d?2017
215   $a1 online resource (xv, 216 pages) $cillustrations (chiefly color)
225 1 $aAdvances in wireless technologies and telecommunication (AWTT) book series
311   $a1-5225-1750-2 
320   $aIncludes bibliographical references and index.
327   $aDetecting abnormal traffic in wireless networks using unsupervised models / Alexis Huet -- Evaluating wireless network accessibility performance via clustering-based model: an analytic methodology / Yan Wang, Zhensen Wu -- Modeling for time generating network: an advanced Bayesian model / Yirui Hu -- Identifying dissatisfied 4G customers from network indicators: a comparison between complaint and survey data / Xinling Dai -- Predicting 4G adoption with Apache Spark: a field experiment / Mantian (Mandy) Hu -- Mining of leaders in mobile telecom social networks / Mantian (Mandy) Hu -- Network-based targeting: big data application in mobile industry / Chu (Ivy) Dang -- Anomaly detection in wireless networks: an introduction to multi-cluster technique / Yirui Hu -- Continuous-time Markov chain-based reliability analysis for future cellular networks / Hasan Farooq, Md Salik Parwez, Ali Imran -- Spectral efficiency self-optimization through dynamic user clustering and beam steering / Md Salik Parwez [and 3 others].
330 3 $a"This book is a comprehensive reference source for the latest scholarly material on the use of data analytics to study wireless networks and examines how these techniques can increase reliability and profitability, as well as network performance and connectivity. Featuring extensive coverage on relevant topics, such as accessibility, traffic data, and customer satisfaction"--Provided by publisher.
410  0$aResearch essentials.
410  0$aAdvances in wireless technologies and telecommunication (AWTT) book series.
606   $aNetwork performance (Telecommunication)$xReliability
606   $aBig data
610   $aAnomaly detection
610   $aCo-occurrence data modeling
610   $aConsumer feedback
610   $aCustomer satisfaction and retention
610   $aNetwork accessibility
610   $aSocial networks
610   $aTraffic data
615  0$aNetwork performance (Telecommunication)$xReliability.
615  0$aBig data.
676   $a384.30285/57
702   $aOuyang$b Ye$f1981-
702   $aHu$b Mantian$f1981-
801  0$bMiFhGG
801  1$bMiFhGG
906   $aBOOK
912   $a9910159456403321
996   $aBig data applications in the telecommunications industry$92888288
997   $aUNINA