Renato Assunção

Orcid: 0000-0001-7442-9166

Affiliations:
  • Federal University of Minas Gerais, Belo Horizonte, Brazil


According to our database1, Renato Assunção authored at least 66 papers between 2001 and 2024.

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Bibliography

2024
Unraveling the Dynamics of Stable and Curious Audiences in Web Systems.
Proceedings of the ACM on Web Conference 2024, 2024

2023
Gradient-based optimization for multi-scale geographically weighted regression.
Int. J. Geogr. Inf. Sci., October, 2023

Differential 2D Copula Approximating Transforms via Sobolev Training: 2-Cats Networks.
CoRR, 2023

Fisher Scoring Method for Neural Networks Optimization.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022
Top-Down Deep Clustering with Multi-Generator GANs.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
A quantitative comparison of regionalization methods.
Int. J. Geogr. Inf. Sci., 2021

Estimating boundary dynamics using robotic sensor networks with pointwise measurements.
Auton. Robots, 2021

Cooperative Object Transportation using Gibbs Random Fields.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Flocking-Segregative Swarming Behaviors using Gibbs Random Fields.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020
Space-Time Drift Point Detection in Mobility Patterns.
ACM Trans. Spatial Algorithms Syst., 2020

SCPP: A Point Process-based Clustering of Spatial Visiting Patterns.
ACM Trans. Spatial Algorithms Syst., 2020

Random Playlists Smoothly Commuting Between Styles.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Graph-based Recommendation Meets Bayes and Similarity Measures.
ACM Trans. Intell. Syst. Technol., 2020

An Empirical Study of the Discreteness Prior in Low-Rank Matrix Completion.
Proceedings of the NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 2020

Networked Point Process Models Under the Lens of Scrutiny.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Stop the Clock: Are Timeout Effects Real?
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Evaluating the Evaluation Metrics for Spatial Disease Cluster Detection Algorithms.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019
In Search of a Stochastic Model for the E-News Reader.
ACM Trans. Knowl. Discov. Data, 2019

Bayesian Space-Time Partitioning by Sampling and Pruning Spanning Trees.
J. Mach. Learn. Res., 2019

The times they are a-changin' (or not): song lyrics analysis over the years.
Proceedings of the 25th Brazillian Symposium on Multimedia and the Web, 2019

Detecting Spatial Clusters of Disease Infection Risk Using Sparsely Sampled Social Media Mobility Patterns.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
Sports Analytics in the Era of Big Data: Moving Toward the Next Frontier.
Big Data, 2018

Fast Estimation of Causal Interactions using Wold Processes.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

SKATER-CON: Unsupervised Regionalization via Stochastic Tree Partitioning within a Consensus Framework Using Random Spanning Trees: Research Paper.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2018

2017
Antagonism also Flows through Retweets: The Impact of Out-of-Context Quotes in Opinion Polarization Analysis.
CoRR, 2017

The Fast and Winding Roads that Lead to The Doors: Generating Heterogeneous Music Playlists.
Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web, 2017

Cooperative prediction of time-varying boundaries with a team of robots.
Proceedings of the 2017 International Symposium on Multi-Robot and Multi-Agent Systems (MRS), 2017

Luck is Hard to Beat: The Difficulty of Sports Prediction.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Antagonism Also Flows Through Retweets: The Impact of Out-of-Context Quotes in Opinion Polarization Analysis.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

2016
Predicting Environmental Boundary Behaviors With a Mobile Robot.
IEEE Robotics Autom. Lett., 2016

Exploring multiple evidence to infer users' location in Twitter.
Neurocomputing, 2016

Burstiness Scale: a highly parsimonious model for characterizing random series of events.
CoRR, 2016

STRIP: A Short-Term Traffic Jam Prediction Based on Logistic Regression.
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016

Medindo o tamanho da caixinha de surpresas em ligas de futebol.
Proceedings of the 31º Simpósio Brasileiro de Banco de Dados, 2016

Efficient Bayesian Methods for Graph-based Recommendation.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Infection Hot Spot Mining from Social Media Trajectories.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Burstiness Scale: A Parsimonious Model for Characterizing Random Series of Events.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Dynamic perimeter surveillance with a team of robots.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Anomaly Detection under Cost Constraint.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times.
ACM Trans. Knowl. Discov. Data, 2015

Sensing in the Collaborative Internet of Things.
Sensors, 2015

Prospective space-time surveillance with cumulative surfaces for geographical identification of the emerging cluster.
Comput. Stat., 2015

A latent shared-component generative model for real-time disease surveillance using Twitter data.
CoRR, 2015

A distributed multi-robot approach for the detection and tracking of multiple dynamic anomalies.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

A Generative Spatial Clustering Model for Random Data through Spanning Trees.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014
A new teaching tool for fault detection in the induction machine.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

2013
Optimal generalized truncated sequential Monte Carlo test.
J. Multivar. Anal., 2013

A Holistic Hybrid Algorithm for User Recommendation on Twitter.
J. Inf. Data Manag., 2013

The self-feeding process: a unifying model for communication dynamics in the web.
Proceedings of the 22nd International World Wide Web Conference, 2013

From data to knowledge: city-wide traffic flows analysis and prediction using bing maps.
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013

Uncovering the Location of Twitter Users.
Proceedings of the Brazilian Conference on Intelligent Systems, 2013

2012
Bayesian spatial models with a mixture neighborhood structure.
J. Multivar. Anal., 2012

Flexible scan statistic test to detect disease clusters in hierarchical trees.
Comput. Stat., 2012

Constrained spanning tree algorithms for irregularly-shaped spatial clustering.
Comput. Stat. Data Anal., 2012

2009
Suppressing Temporal Data in Sensor Networks using a Scheme Robust to Aberrant Readings.
Int. J. Distributed Sens. Networks, 2009

Surveillance to detect emerging space-time clusters.
Comput. Stat. Data Anal., 2009

2006
Efficient regionalization techniques for socio-economic geographical units using minimum spanning trees.
Int. J. Geogr. Inf. Sci., 2006

Medida de Correlação entre Padrões Pontuais de Origem-destino.
Proceedings of the VIII Brazilian Symposium on Geoinformatics, 2006

Space-time Surveillance for the Detection of Emerging Clusters.
Proceedings of the VIII Brazilian Symposium on Geoinformatics, 2006

2005
Sistema de Vigilância para Detecção de Interações Espaço-tempo de Eventos Pontuais.
Proceedings of the VII Brazilian Symposium on Geoinformatics, 2005

Detecção de Conglomerados Espaciais com Geometria Arbitrária.
Proceedings of the VII Brazilian Symposium on Geoinformatics, 2005

2004
A simulated annealing strategy for the detection of arbitrarily shaped spatial clusters.
Comput. Stat. Data Anal., 2004

2003
Aplicação de Estruturas de Dados Eficientes na Estimação de Densidade de Eventos Espaciais.
Proceedings of the Anais GEOINFO 2003, 2003

Uma Análise de Desempenho dos Métodos SCAN e BESAG&NEWELL na Detecção de Clusters Espaciais.
Proceedings of the Anais GEOINFO 2003, 2003

An Early Warning System for Space-Time Cluster Detection.
Proceedings of the Anais GEOINFO 2003, 2003

2001
A Minimal Spanning Tree Algorithm Applied to Spatial Cluster Analysis.
Electron. Notes Discret. Math., 2001


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