[PDF][PDF] A survey of results on mobile phone datasets analysis
In this paper, we review some advances made recently in the study of mobile phone
datasets. This area of research has emerged a decade ago, with the increasing availability …
datasets. This area of research has emerged a decade ago, with the increasing availability …
There and back again: Outlier detection between statistical reasoning and data mining algorithms
Outlier detection has been a topic in statistics for centuries. Over mainly the last two
decades, there has been also an increasing interest in the database and data mining …
decades, there has been also an increasing interest in the database and data mining …
Single image haze removal using dark channel prior
In this paper, we propose a simple but effective image prior-dark channel prior to remove
haze from a single input image. The dark channel prior is a kind of statistics of outdoor haze …
haze from a single input image. The dark channel prior is a kind of statistics of outdoor haze …
Dynamics of person-to-person interactions from distributed RFID sensor networks
Background Digital networks, mobile devices, and the possibility of mining the ever-
increasing amount of digital traces that we leave behind in our daily activities are changing …
increasing amount of digital traces that we leave behind in our daily activities are changing …
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 …
Anonymization of location data does not work: A large-scale measurement study
We examine a very large-scale data set of more than 30 billion call records made by 25
million cell phone users across all 50 states of the US and attempt to determine to what …
million cell phone users across all 50 states of the US and attempt to determine to what …
The scaling of human interactions with city size
The size of cities is known to play a fundamental role in social and economic life. Yet, its
relation to the structure of the underlying network of human interactions has not been …
relation to the structure of the underlying network of human interactions has not been …
Trajectory recovery from ash: User privacy is not preserved in aggregated mobility data
Human mobility data has been ubiquitously collected through cellular networks and mobile
applications, and publicly released for academic research and commercial purposes for the …
applications, and publicly released for academic research and commercial purposes for the …
Urban gravity: a model for inter-city telecommunication flows
We analyze the anonymous communication patterns of 2.5 million customers of a Belgian
mobile phone operator. Grou** customers by billing address, we build a social network of …
mobile phone operator. Grou** customers by billing address, we build a social network of …
Inferring user demographics and social strategies in mobile social networks
Demographics are widely used in marketing to characterize different types of customers.
However, in practice, demographic information such as age, gender, and location is usually …
However, in practice, demographic information such as age, gender, and location is usually …