Large-scale mobile traffic analysis: a survey
D Naboulsi, M Fiore, S Ribot… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
This article surveys the literature on analyses of mobile traffic collected by operators within
their network infrastructure. This is a recently emerged research field, and, apart from a few …
their network infrastructure. This is a recently emerged research field, and, apart from a few …
Telecom churn prediction and used techniques, datasets and performance measures: a review
Customer churn prediction in telecommunication industry is a very essential factor to be
achieved and it makes direct impact to customer retention and its revenues. Developing a …
achieved and it makes direct impact to customer retention and its revenues. Developing a …
Estimating human trajectories and hotspots through mobile phone data
Nowadays, the huge worldwide mobile-phone penetration is increasingly turning the mobile
network into a gigantic ubiquitous sensing platform, enabling large-scale analysis and …
network into a gigantic ubiquitous sensing platform, enabling large-scale analysis and …
[PDF][PDF] A hybrid churn prediction model in mobile telecommunication industry
GDO Olle, S Cai - International Journal of e-Education, e-Business, e …, 2014 - ijeeee.org
In most industries where switching costs are prevalent, the landscape of activities is painted
of Customers attrition or churn (Clients who want to switch or change their suppliers for …
of Customers attrition or churn (Clients who want to switch or change their suppliers for …
Performance analysis of mobile broadband networks with 5g trends and beyond: Urban areas scope in malaysia
The performance of Mobile Broadband (MBB) services of Fourth Generation (4G) and Third
Generation (3G) mobile networks over urban morphology is studied in Malaysia based on …
Generation (3G) mobile networks over urban morphology is studied in Malaysia based on …
Inter-call mobility model: A spatio-temporal refinement of call data records using a Gaussian mixture model
With global mobile phone penetration nearing 100%, cellular Call Data Records (CDRs)
provide a large-scale and ubiquitous, but also sparse and skewed snapshot of human …
provide a large-scale and ubiquitous, but also sparse and skewed snapshot of human …
Estimating real human trajectories through mobile phone data
Nowadays, the huge worldwide mobile-phone penetration is increasingly turning the mobile
network into a gigantic ubiquitous sensing platform, enabling large-scale analysis and …
network into a gigantic ubiquitous sensing platform, enabling large-scale analysis and …
Small circles: Mobile telephony and the cultivation of the private sphere
R Ling, J Bjelland, PR Sundsøy… - The Information …, 2014 - Taylor & Francis
This article examines how we use mobile telephony to maintain our physically and socially
closest social circle. The analysis is based on traffic data gathered from Norway using …
closest social circle. The analysis is based on traffic data gathered from Norway using …
[PDF][PDF] Predicting next network cell IDs for moving users with Discriminative and Generative Models
S Michaelis, N Piatkowski, K Morik - … of the Mobile Data Challenge by Nokia …, 2012 - idiap.ch
In mobile networks, moving users generate trails of traversed cells. For the network, this
leads to a constant shift in data traffic loads when users with active connections switch from …
leads to a constant shift in data traffic loads when users with active connections switch from …
Content consumption cartography of the paris urban region using cellular probe data
A present issue in the evolution of mobile cellular networks is determining whether, how and
where to deploy adaptive content and cloud distribution solutions at base station and back …
where to deploy adaptive content and cloud distribution solutions at base station and back …