Renato Martins Assunção


Bolsa de Produtividade CNPq: 1C

Áreas de Pesquisa:
Sala: 7307
Ramal: 5880
assuncao@dcc.ufmg.br

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Informações resumidas do Currículo Lattes

Currículo Lattes atualizado em 09/02/2021

Nome em citações bibliográficas: ASSUNÇÃO, Renato Martins;Assunção, Renato;Assuncao, Renato;Assunção, Renato M.;Renato M. Assunção,;Assunção, R.;Assun??o, Renato M.;Assunção, Renato M;ASSUNCAO, R.;ASSUNCAO, RENATO MARTINS;ASSUNCAO, RENATO M.;ASSUNCAO, RENATO M;MARTINS ASSUNÇÃO, RENATO


Formação acadêmica

Doutorado em Estatística na University of Washington em 1994
Mestrado em Matemática na Instituto Nacional de Matemática Pura e Aplicada em 1987
Graduado em Matemática na Universidade Federal de Minas Gerais em 1984

Projetos de pesquisa em andamento

Projetos de desenvolvimento em andamento

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Últimas publicações

Artigos em periódicos

SCPP
2020. ACM TRANSACTIONS ON SPATIAL ALGORITHMS AND SYSTEMS.
Bias Correction in Clustered Underreported Data
2020. Bayesian Analysis.
Space-Time Drift Point Detection in Mobility Patterns
2020. ACM Transactions on Spatial Algorithms and Systems.
Graph-based Recommendation Meets Bayes and Similarity Measures
2020. ACM Transactions on Intelligent Systems and Technology.
Alleviating Spatial Confounding for Areal Data Problems by Displacing the Geographical Centroids
2019. Bayesian Analysis.
Identifying High-Risk Areas for Dengue Infection Using Mobility Patterns on Twitter
2019. Online Journal of Public Health Informatics.
Bayesian Space-Time Partitioning by Sampling and Pruning Spanning Trees
2019. JOURNAL OF MACHINE LEARNING RESEARCH (ONLINE).
Sports Analytics in the Era of Big Data: Moving Toward the Next Frontier
2019. Big Data.
Modeling vertical gradients in water columns: A parametric autoregressive approach
2019. LIMNOLOGY AND OCEANOGRAPHY-METHODS.
In Search of a Stochastic Model for the E-News Reader
2019. ACM Transactions on Knowledge Discovery from Data.
Random Playlists Smoothly Commuting Between Styles
2019. ACM Transactions on Multimedia Computing Communications and Applications.
Where did I get dengue? Detecting spatial clusters of infection risk with social network data
2018. SPATIAL AND SPATIO-TEMPORAL EPIDEMIOLOGY.
COWORDS: a probabilistic model for multiple word clouds
2018. JOURNAL OF APPLIED STATISTICS.
Truncated sequential Monte Carlo test with exact power
2018. Brazilian Journal of Probability and Statistics.
A random-censoring Poisson model for underreported data
2017. STATISTICS IN MEDICINE.
Schistosoma mansoni reinfection: Analysis of risk factors by classification and regression tree (CART) modeling
2017. PLoS One.
Spatial subsemble estimator for large geostatistical data
2017. Spatial Statistics.
Predicting Environmental Boundary Behaviors With a Mobile Robot
2016. IEEE Robotics and Automation Letters.
Neighborhood Dependence in Bayesian Spatial Models
2009. Biometrical Journal (1977).
Surveillance to detect emerging space time clusters
2009. Computational Statistics & Data Analysis (Print).
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">

Trabalhos completos em congressos

Networked Point Process Models Under the Lens of Scrutiny
2020. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases.
Stop the Clock: Are Timeout Effects Real?
2020. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases.
Evaluating the Evaluation Metrics for Spatial Disease Cluster Detection Algorithms
2020. 28th International Conference on Advances in Geographic Information Systems.
The times they are a-changin' (or not)
2019. the 25th Brazillian Symposium.
Detecting Spatial Clusters of Disease Infection Risk Using Sparsely Sampled Social Media Mobility Patterns
2019. the 27th ACM SIGSPATIAL International Conference.
Spatial Risk Modeling for Infectious Disease Surveillance Using Population Movement Data
2018. Workshop on Modeling and Decision-Making in the Spatiotemporal Domain.
Fast Estimation of Causal Interactions using Wold Processes
2018. 32nd Conference on Neural Information Processing Systems (NeurIPS 2018).
SKATER-CON: Unsupervised Regionalization via Stochastic Tree Partitioning Within a Consensus Framework Using Random Spanning Trees
2018. 2nd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery.
Entendendo a evolução das habilidades de jogadores de futebol através das pontuações do jogo eletrônico FIFA
2018. Symposium on Knowledge Discovery, Mining and Learning (KDMiLe).
Cooperative prediction of time-varying boundaries with a team of robots
2017. 2017 International Symposium on MultiRobot and MultiAgent Systems (MRS).
The Fast and Winding Roads that Lead to The Doors: Generating Heterogeneous Music Playlists.
2017. XXIII Simpósio Brasileiro de Sistemas Multimídia e Web (WebMedia).
Luck is Hard to Beat
2017. the 23rd ACM SIGKDD International Conference.
Dynamic perimeter surveillance with a team of robots
2016. 2016 IEEE International Conference on Robotics and Automation (ICRA).
Anomaly Detection under Cost Constraint
2016. 2016 5th Brazilian Conference on Intelligent Systems (BRACIS).
Burstiness Scale
2016. the 22nd ACM SIGKDD International Conference.
Medindo o tamanho da caixinha de surpresas em ligas de futebol.
2016. 31st Brazilian Symposium on Databases (SBBD).
INFOSAS: sistema de detecção de anomalias nos registros de serviços de saúde no Sistema Único de Saúde.
2016. XV Congresso Brasileiro de Informática em Saúde.
Efficient Bayesian Methods for Graph-based Recommendation
2016. the 10th ACM Conference.
A Generative Spatial Clustering Model for Random Data through Spanning Trees
2015. 2015 IEEE International Conference on Data Mining (ICDM).

Resumos expandidos em congressos

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.

Resumos em congressos

Covariance decomposition in multivariate spatial models
2012. XX Simpósio Nacional de Probabilidade e Estatística.
Bayesian spatial models with mixture neighborhood structure.
2012. XII Latin American Congress of Probability and Mathematical Statistics.
A Entropia de Uma Tabela de Vida em Previdência Socia
2008. 18º Simpósio Nacional de Estatística e Probabilidade - SINAPE.
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.
Vigilância Espaço-Temporal de Eventos Pontuais Via Superfícies Aacumuladas
2008. 18º Simpósio Nacional de Probabilidade e Estatística - SINAPE.

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