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05/05/2023
Algorithms for Social Justice: Affirmative Action in Social Networks
Link recommendation algorithms contribute to shaping human relations of ...
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03/03/2023
FairShap: A Data Re-weighting Approach for Algorithmic Fairness based on Shapley Values
In this paper, we propose FairShap, a novel and interpretable pre-proces...
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10/01/2022
BIASeD: Bringing Irrationality into Automated System Design
Human perception, memory and decision-making are impacted by tens of cog...
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09/28/2022
Racial Bias in the Beautyverse
This short paper proposes a preliminary and yet insightful investigation...
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09/27/2022
A Snapshot of the Frontiers of Client Selection in Federated Learning
Federated learning (FL) has been proposed as a privacy-preserving approa...
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07/19/2022
OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters
Augmented Reality or AR filters on selfies have become very popular on s...
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06/15/2022
DiffWire: Inductive Graph Rewiring via the Lovász Bound
Graph Neural Networks (GNNs) have been shown to achieve competitive resu...
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09/30/2021
MobTCast: Leveraging Auxiliary Trajectory Forecasting for Human Mobility Prediction
Human mobility prediction is a core functionality in many location-based...
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05/31/2021
Leveraging Mobile Phone Data for Migration Flows
Statistics on migration flows are often derived from census data, which ...
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04/16/2020
ACDC-Tracing: Towards Anonymous Citizen-Driven Contact Tracing
As we enter the control phase of the COVID-19 pandemic, many efforts hav...
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04/10/2020
Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
The rapid dynamics of COVID-19 calls for quick and effective tracking of...
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04/02/2020
The Covid19Impact Survey: Assessing the Pulse of the COVID-19 Pandemic in Spain via 24 questions
In this paper, we describe the results of analyzing a large-scale survey...
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03/27/2020
Mobile phone data and COVID-19: Missing an opportunity?
This paper describes how mobile phone data can guide government and publ...
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02/13/2020
Understanding individual behaviour: from virtual to physical patterns
As "Big Data" has become pervasive, an increasing amount of research has...
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04/19/2019
Apps, Places and People: strategies, limitations and trade-offs in the physical and digital worlds
Cognition has been found to constrain several aspects of human behaviour...
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12/08/2018
Mobile Money: Understanding and Predicting its Adoption and Use in a Developing Economy
Access to financial institutions is difficult in developing economies an...
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06/07/2018
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour
This document contains the outcome of the first Human behaviour and mach...
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09/29/2017
When Simpler Data Does Not Imply Less Information: A Study of User Profiling Scenarios with Constrained View of Mobile HTTP(S) Traffic
The exponential growth in smartphone adoption is contributing to the ava...
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09/29/2017