167 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Universidad Carlos III de MadridES2 papers
- Central European UniversityAT1 paper
- Centre for Automation and RoboticsES1 paper
- Consejo Superior de Investigaciones CientíficasES1 paper
- Data61AU1 paper
- HUN-REN Alfréd Rényi Institute of MathematicsHU1 paper
- Institute for Cross-Disciplinary Physics and Complex SystemsES1 paper
- Instituto de Ingeniería del ConocimientoES1 paper
- IT University of CopenhagenDK1 paper
- KTH Royal Institute of TechnologySE1 paper
- L'Alliance BoviteqCA1 paper
- Leipzig UniversityDE1 paper
9 papers
Machian MOND: a variable in galaxy clusters
Manuel Uruena Palomo, Juan David Santander
Modified Newtonian Dynamics (MOND) generally resolves the need for dark matter in galaxy rotation curves introducing a single new constant of acceleration . It is well known t…
PAC-Bayesian Generalization Guarantees for Fairness on Stochastic and Deterministic Classifiers
Julien Bastian, Benjamin Leblanc, Pascal Germain +5
Classical PAC generalization bounds on the prediction risk of a classifier are insufficient to provide theoretical guarantees on fairness when the goal is to learn models balancing…
Are machine learning technologies ready to be used for humanitarian work and development?
Vedran Sekara, Márton Karsai, Esteban Moro +6
Novel digital data sources and tools like machine learning (ML) and artificial intelligence (AI) have the potential to revolutionize data about development and can contribute to mo…
Computing Traffic Accident High-Risk Locations Using Graph Analytics
Iyke Maduako, Elijah Ebinne, Victus Uzodinma +2
Analysis of the dynamic relationship between traffic accident events and road network topology based on connectivity and graph analytics offers a new approach to identifying, ranki…
Towards an Open Global Air Quality Monitoring Platform to Assess Children's Exposure to Air Pollutants in the Light of COVID-19 Lockdowns
Christina Last, Prithviraj Pramanik, Nikita Saini +4
This ongoing work attempts to understand and address the requirements of UNICEF, a leading organization working in children's welfare, where they aim to tackle the problem of air q…
Towards an Ethical Framework in the Complex Digital Era
David Pastor-Escuredo, Ricardo Vinuesa
The digital revolution has brought ethical crossroads of technology, behavior and truth. However, the need of a comprehensive and constructive ethical framework is emerging as digi…
Mobile Phone Data for Children on the Move: Challenges and Opportunities
Vedran Sekara, Elisa Omodei, Laura Healy +5
Today, 95% of the global population has 2G mobile phone coverage and the number of individuals who own a mobile phone is at an all time high. Mobile phones generate rich data on bi…
Migrant mobility flows characterized with digital data
Mattia Mazzoli, Boris Diechtiareff, Antonia Tugores +4
Monitoring migration flows is crucial to respond to humanitarian crisis and to design efficient policies. This information usually comes from surveys and border controls, but timel…
Social media fingerprints of unemployment
Alejandro Llorente, Manuel Garcia-Herranz, Manuel Cebrian +1
Recent wide-spread adoption of electronic and pervasive technologies has enabled the study of human behavior at an unprecedented level, uncovering universal patterns underlying hum…