Manipulation-proof machine learning
An increasing number of decisions are guided by machine learning algorithms. In many
settings, from consumer credit to criminal justice, those decisions are made by applying an …
settings, from consumer credit to criminal justice, those decisions are made by applying an …
Data innovation in demography, migration and human mobility
With the consolidation of the culture of evidence-based policymaking, the availability of data
has become central to policymakers. Nowadays, innovative data sources offer an …
has become central to policymakers. Nowadays, innovative data sources offer an …
Fairness in vulnerable attribute prediction on social media
MG Beiró, K Kalimeri - Data Mining and Knowledge Discovery, 2022 - Springer
Historically, policymakers and practitioners relied exclusively on survey and census data to
design and plan for assistive interventions; now, social media offer a timely and cost …
design and plan for assistive interventions; now, social media offer a timely and cost …
Monitoring COVID-19-induced gender differences in teleworking rates using mobile network data
S Grubanov-Boskovic, S Spyratos, SM Iacus… - arXiv preprint arXiv …, 2021 - arxiv.org
The COVID-19 pandemic has created a sudden need for a wider uptake of home-based
telework as means of sustaining the production. Generally, teleworking arrangements …
telework as means of sustaining the production. Generally, teleworking arrangements …
[HTML][HTML] Analyzing international airtime top-up transfers for migration and mobility
B Aydoğdu, H Samad, S Bai, S Abboud… - International Journal of …, 2023 - Springer
International airtime top-up transfers enable prepaid mobile phone users to send top-ups
and data bundles to users in other countries, as well as make payments, in real time. These …
and data bundles to users in other countries, as well as make payments, in real time. These …
The tradeoff between the utility and risk of location data and implications for public good
High-resolution individual geolocation data passively collected from mobile phones is
increasingly sold in private markets and shared with researchers. This data poses significant …
increasingly sold in private markets and shared with researchers. This data poses significant …
The long-term and disparate impact of job loss on individual mobility behaviour
In today's interconnected world of widespread mobility, ubiquitous social interaction, and
rapid information dissemination, the demand for individuals to swiftly adapt their behaviors …
rapid information dissemination, the demand for individuals to swiftly adapt their behaviors …
Against Algorithmic Exploitation of Human Vulnerabilities
Decisions such as which movie to watch next, which song to listen to, or which product to
buy online, are increasingly influenced by recommender systems and user models that …
buy online, are increasingly influenced by recommender systems and user models that …
Using mobile phone data to examine point-of-interest urban mobility
H Chen, X Song, C Xu, X Zhang - Journal of Urban Technology, 2020 - Taylor & Francis
Human mobility patterns have been investigated on a macroscale ranging from intra-city and
intercity to intra-country based on mobile phone data. However, few studies have been …
intercity to intra-country based on mobile phone data. However, few studies have been …
Prospective detection of foodborne illness outbreaks using machine learning approaches
A Teyhouee, S McPhee-Knowles, C Waldner… - … DC, USA, July 5-8, 2017 …, 2017 - Springer
Despite advances in food safety regulations, food-borne illness imposes a heavy health
burden, with nearly 50 million estimated incident cases of illness each year. Having a …
burden, with nearly 50 million estimated incident cases of illness each year. Having a …