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Outlier detection: Methods, models, and classification
Over the past decade, we have witnessed an enormous amount of research effort dedicated
to the design of efficient outlier detection techniques while taking into consideration …
to the design of efficient outlier detection techniques while taking into consideration …
Large-scale mobile traffic analysis: a survey
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 …
[PDF][PDF] Urban magnetism through the lens of geo-tagged photography
There is an increasing trend of people leaving digital traces through social media. This
reality opens new horizons for urban studies. With this kind of data, researchers and urban …
reality opens new horizons for urban studies. With this kind of data, researchers and urban …
Clustering weekly patterns of human mobility through mobile phone data
E Thuillier, L Moalic, S Lamrous… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
With the rapid growth of cell phone networks during the last decades, call detail records
(CDR) have been used as approximate indicators for large scale studies on human and …
(CDR) have been used as approximate indicators for large scale studies on human and …
Comparison of the spatiotemporal mobility patterns among typical subgroups of the actual population with mobile phone data: A case study of Bei**g
Y Wu, L Wang, L Fan, M Yang, Y Zhang, Y Feng - Cities, 2020 - Elsevier
The study of urban dynamics from spatio-temporal information contained in massive human-
tracking data has become a hotspot in research. As numerous human mobility patterns and …
tracking data has become a hotspot in research. As numerous human mobility patterns and …
[PDF][PDF] Privacy-by-design in big data analytics and social mining
Privacy is ever-growing concern in our society and is becoming a fundamental aspect to
take into account when one wants to use, publish and analyze data involving human …
take into account when one wants to use, publish and analyze data involving human …
Using mobile phone data to determine spatial correlations between tourism facilities
Mobile phone data provide a more complete and accurate description of tourism
transportation demand than traditional and Internet data sources. In this paper, a framework …
transportation demand than traditional and Internet data sources. In this paper, a framework …
Quantification trees
In many applications there is a need to monitor how a population is distributed across
different classes, and to track the changes in this distribution that derive from varying …
different classes, and to track the changes in this distribution that derive from varying …
[HTML][HTML] Population mobility modelling for mobility data simulation
Mobility models have a broad range of applications in areas related to human movements,
such as urban planning, transportation, and simulations of diseases spread. In the last …
such as urban planning, transportation, and simulations of diseases spread. In the last …
[HTML][HTML] Discovering temporal regularities in retail customers' shop** behavior
In this paper we investigate the regularities characterizing the temporal purchasing behavior
of the customers of a retail market chain. Most of the literature studying purchasing behavior …
of the customers of a retail market chain. Most of the literature studying purchasing behavior …