Search Results for author: Marta C. González

Found 4 papers, 2 papers with code

Public Transit Demand Prediction During Highly Dynamic Conditions: A Meta-Analysis of State-of-the-Art Models and Open-Source Benchmarking Infrastructure

1 code implementation9 Jun 2023 Juan D. Caicedo, Marta C. González, Joan L. Walker

We built an open-source infrastructure with five common methodologies, including econometric and deep learning approaches, and assessed their performance under stable and highly dynamic conditions.

Benchmarking Time Series

Mining urban lifestyles: urban computing, human behavior and recommender systems

no code implementations4 Nov 2019 Sharon Xu, Riccardo Di Clemente, Marta C. González

In particular, the study of the shopping and mobility patterns of individual consumers has the potential to give deeper insight into the lifestyles and infrastructure of the region.

Recommendation Systems

Sequence of purchases in credit card data reveal life styles in urban populations

1 code implementation1 Mar 2017 Riccardo Di Clemente, Miguel Luengo-Oroz, Matias Travizano, Sharon Xu, Bapu Vaitla, Marta C. González

In this work, we define a new framework using a text compression technique on the sequences of credit card purchases to detect ubiquitous patterns of collective behavior.

Physics and Society Information Theory Social and Information Networks Information Theory Applications

Demographical Priors for Health Conditions Diagnosis Using Medicare Data

no code implementations7 Dec 2016 Fahad Alhasoun, May Alhazzani, Marta C. González

We show that besides the symptoms a patients is having, the age has the potential of aiding the diagnostic process in hospitals.

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