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Information extracted from Lattes platform

Last update: 2023/05/11

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Current projects

Current applied research projects

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Recent publications

Articles in journals

Bias Correction in Clustered Underreported Data
2022. Bayesian Analysis.
Top-Down Deep Clustering with Multi-Generator GANs
2022. Proceedings of the AAAI Conference on Artificial Intelligence.
Handling Categorical Features with Many Levels Using a Product Partition Model
2022. Annals Of Applied Statistics.
Testing the spatial association of different types of polygons
2022. Spatial Statistics.
A quantitative comparison of regionalization methods
2021. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE.
SCPP
2021. ACM TRANSACTIONS ON SPATIAL ALGORITHMS AND SYSTEMS.
Estimating hidden populations by transferring knowledge from geographically misaligned levels
2021. STATISTICAL METHODS IN MEDICAL RESEARCH.
Estimating boundary dynamics using robotic sensor networks with pointwise measurements
2021. AUTONOMOUS ROBOTS.
Graph-based Recommendation Meets Bayes and Similarity Measures
2020. ACM Transactions on Intelligent Systems and Technology.
Space-Time Drift Point Detection in Mobility Patterns
2020. ACM Transactions on Spatial Algorithms and Systems.
Random Playlists Smoothly Commuting Between Styles
2019. ACM Transactions on Multimedia Computing Communications and Applications.
In Search of a Stochastic Model for the E-News Reader
2019. ACM Transactions on Knowledge Discovery from Data.
Modeling vertical gradients in water columns: A parametric autoregressive approach
2019. LIMNOLOGY AND OCEANOGRAPHY-METHODS.
Sports Analytics in the Era of Big Data: Moving Toward the Next Frontier
2019. Big Data.
Bayesian Space-Time Partitioning by Sampling and Pruning Spanning Trees
2019. JOURNAL OF MACHINE LEARNING RESEARCH (ONLINE).
Identifying High-Risk Areas for Dengue Infection Using Mobility Patterns on Twitter
2019. Online Journal of Public Health Informatics.
Alleviating Spatial Confounding for Areal Data Problems by Displacing the Geographical Centroids
2019. Bayesian Analysis.
Surveillance to detect emerging space¿time clusters
2009. Computational Statistics & Data Analysis (Print).
Neighborhood Dependence in Bayesian Spatial Models
2009. Biometrical Journal (1977).
A Bayesian space varying parameter model applied to estimating fertility schedules
2002. Statistics in Medicine (Print).
A new proposal to adjust Moran's I for population density
1999. Statistics in Medicine (Print). 3.0.CO;2-I target="_blank">

Papers in conferences

Data augmentation for spatial disease mapping
2021. Spatial Data Science Symposium 2021.
Flocking-Segregative Swarming Behaviors using Gibbs Random Fields
2021. 2021 IEEE International Conference on Robotics and Automation (ICRA).
An Empirical Study of the Discreteness Prior in Low-Rank Matrix Completion
2021. NeurIPS 2020 Workshop on Pre-registration in Machine Learning.
Cooperative Object Transportation using Gibbs Random Fields
2021. 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
Evaluating the Evaluation Metrics for Spatial Disease Cluster Detection Algorithms
2020. 28th International Conference on Advances in Geographic Information Systems.
Stop the Clock: Are Timeout Effects Real?
2020. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases.
Networked Point Process Models Under the Lens of Scrutiny
2020. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases.
Detecting Spatial Clusters of Disease Infection Risk Using Sparsely Sampled Social Media Mobility Patterns
2019. the 27th ACM SIGSPATIAL International Conference.
The times they are a-changin' (or not)
2019. the 25th Brazillian Symposium.
A Generative Spatial Clustering Model for Random Data through Spanning Trees
2015. 2015 IEEE International Conference on Data Mining (ICDM).

Extended abstracts in conferences

ROPE and STRAW: Automatic Music Playlist Generators.
2017. XXIII Simpósio Brasileiro de Sistemas Multimídia e Web (WebMedia).
A New Credit Scoring Method
2007. Third Brazilian Conference on Statistical Modelling in Insurance and Finance.

Abstracts in conferences

Bayesian spatial models with mixture neighborhood structure.
2012. XII Latin American Congress of Probability and Mathematical Statistics.
Covariance decomposition in multivariate spatial models
2012. XX Simpósio Nacional de Probabilidade e Estatística.
Efeito do Tamanho da População Sobre o Risco Relativo de Homicídios na Região Sudeste nos Anos de 1981 a 2004.
2008. 18º Simpósio Nacional de Probabilidade e Estatística - SINAPE.
Análise Espaço-Temporal de Arrombamentos de Residências em Belo Horizonte
2008. 18º Simpósio Nacional de Probabilidade e Estatística - SINAPE.
Vigilância Espaço-Temporal de Eventos Pontuais Via Superfícies Aacumuladas
2008. 18º Simpósio Nacional de Probabilidade e Estatística - SINAPE.

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Current students

MS

PhD

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