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ORCIDRenato Assunção
Renato M. Assunção – Renato Martins Assunção
Person information
- affiliation: Federal University of Minas Gerais, Belo Horizonte, Brazil
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2020 – today
- 2024
[c37]Rodrigo Alves
, Antoine Ledent, Renato Assunção, Pedro O. S. Vaz de Melo, Marius Kloft:
Unraveling the Dynamics of Stable and Curious Audiences in Web Systems. WWW 2024: 2464-2475- 2023
- [j26]Xiaodan Zhou, Renato Assunção, Hu Shao, Cheng-Chia Huang, Mark V. Janikas, Hanna Asefaw:
Gradient-based optimization for multi-scale geographically weighted regression. Int. J. Geogr. Inf. Sci. 37(10): 2101-2128 (2023) - [c36]Jackson de Faria, Renato Assunção, Fabricio Murai:
Fisher Scoring Method for Neural Networks Optimization. SDM 2023: 748-756 - [i11]Flavio V. D. de Figueiredo, José Geraldo Fernandes, Jackson Silva, Renato M. Assunção:
Differential 2D Copula Approximating Transforms via Sobolev Training: 2-Cats Networks. CoRR abs/2309.16391 (2023) - 2022
- [c35]Daniel P. M. de Mello, Renato M. Assunção, Fabricio Murai:
Top-Down Deep Clustering with Multi-Generator GANs. AAAI 2022: 7770-7778 - 2021
- [j25]David Saldaña, Renato M. Assunção, M. Ani Hsieh, Mario F. M. Campos, Vijay Kumar:
Estimating boundary dynamics using robotic sensor networks with pointwise measurements. Auton. Robots 45(2): 193-208 (2021) - [j24]Orhun Aydin, Mark V. Janikas, Renato Martins Assunção, Ting-Hwan Lee:
A quantitative comparison of regionalization methods. Int. J. Geogr. Inf. Sci. 35(11): 2287-2315 (2021) - [c34]Paulo A. F. Rezeck, Renato M. Assunção, Luiz Chaimowicz:
Flocking-Segregative Swarming Behaviors using Gibbs Random Fields. ICRA 2021: 8757-8763 - [c33]Paulo A. F. Rezeck, Renato M. Assunção, Luiz Chaimowicz:
Cooperative Object Transportation using Gibbs Random Fields. IROS 2021: 9131-9138 - [i10]Paulo A. F. Rezeck, Renato M. Assunção, Luiz Chaimowicz:
Flocking-Segregative Swarming Behaviors using Gibbs Random Fields. CoRR abs/2104.10814 (2021) - [i9]Paulo A. F. Rezeck, Renato M. Assunção, Luiz Chaimowicz:
Cooperative Object Transportation using Gibbs Random Fields. CoRR abs/2109.13734 (2021) - [i8]Daniel P. M. de Mello, Renato Assunção, Fabricio Murai:
Top-Down Deep Clustering with Multi-generator GANs. CoRR abs/2112.03398 (2021) - 2020
- [j23]Ramon Lopes, Renato M. Assunção, Rodrygo L. T. Santos:
Graph-based Recommendation Meets Bayes and Similarity Measures. ACM Trans. Intell. Syst. Technol. 11(1): 3:1-3:26 (2020) - [j22]Marcos A. de Almeida, Carolina Coimbra Vieira, Pedro Olmo Stancioli Vaz de Melo, Renato Martins Assunção:
Random Playlists Smoothly Commuting Between Styles. ACM Trans. Multim. Comput. Commun. Appl. 15(4): 104:1-104:20 (2020) - [j21]Roberto C. S. N. P. Souza, Derick M. de Oliveira, Denise E. F. de Brito, Renato M. Assunção, Wagner Meira Jr.:
Space-Time Drift Point Detection in Mobility Patterns. ACM Trans. Spatial Algorithms Syst. 6(1): 4:1-4:24 (2020) - [j20]Denise E. F. de Brito, Renato M. Assunção, Roberto C. S. N. P. Souza, Wagner Meira Jr.:
SCPP: A Point Process-based Clustering of Spatial Visiting Patterns. ACM Trans. Spatial Algorithms Syst. 7(1): 5:1-5:30 (2020) - [c32]Raphaella Carvalho Diniz, Pedro O. S. Vaz de Melo, Renato M. Assunção:
Evaluating the Evaluation Metrics for Spatial Disease Cluster Detection Algorithms. SIGSPATIAL/GIS 2020: 401-404 - [c31]Guilherme R. Borges, Flavio V. D. de Figueiredo, Renato M. Assunção, Pedro O. S. Vaz de Melo:
Networked Point Process Models Under the Lens of Scrutiny. ECML/PKDD (1) 2020: 198-215 - [c30]Niander Assis, Renato M. Assunção, Pedro O. S. Vaz de Melo:
Stop the Clock: Are Timeout Effects Real? ECML/PKDD (5) 2020: 507-523 - [c29]Rodrigo Alves, Antoine Ledent, Renato Assunção, Marius Kloft:
An Empirical Study of the Discreteness Prior in Low-Rank Matrix Completion. Preregister@NeurIPS 2020: 111-125 - [i7]Niander Assis, Renato M. Assunção, Pedro O. S. Vaz de Melo:
Stop the Clock: Are Timeout Effects Real? CoRR abs/2009.06750 (2020)
2010 – 2019
- 2019
- [j19]Renato M. Assunção, Konstantinos Pelechrinis:
Sports Analytics in the Era of Big Data: Moving Toward the Next Frontier. Big Data 7(1): 1-2 (2019) - [j18]Leonardo Vilela Teixeira, Renato M. Assunção, Rosangela Helena Loschi:
Bayesian Space-Time Partitioning by Sampling and Pruning Spanning Trees. J. Mach. Learn. Res. 20: 85:1-85:35 (2019) - [j17]Bráulio Miranda Veloso, Renato M. Assunção, Anderson A. Ferreira, Nivio Ziviani:
In Search of a Stochastic Model for the E-News Reader. ACM Trans. Knowl. Discov. Data 13(6): 65:1-65:27 (2019) - [c28]Roberto C. S. N. P. Souza, Renato M. Assunção, Daniel B. Neill, Wagner Meira Jr.:
Detecting Spatial Clusters of Disease Infection Risk Using Sparsely Sampled Social Media Mobility Patterns. SIGSPATIAL/GIS 2019: 359-368 - [c27]Carolina C. Vieira, Túlio Corrêa Loures, Pedro O. S. Vaz de Melo, Renato Martins Assunção:
The times they are a-changin' (or not): song lyrics analysis over the years. WebMedia 2019: 237-244 - 2018
- [j16]Renato M. Assunção, Konstantinos Pelechrinis:
Sports Analytics in the Era of Big Data: Moving Toward the Next Frontier. Big Data 6(4): 237-238 (2018) - [c26]Orhun Aydin, Mark V. Janikas, Renato M. Assunção, Ting-Hwan Lee:
SKATER-CON: Unsupervised Regionalization via Stochastic Tree Partitioning within a Consensus Framework Using Random Spanning Trees: Research Paper. GeoAI@SIGSPATIAL 2018: 33-42 - [c25]Flavio V. D. de Figueiredo, Guilherme Resende Borges, Pedro O. S. Vaz de Melo, Renato M. Assunção:
Fast Estimation of Causal Interactions using Wold Processes. NeurIPS 2018: 2975-2986 - [i6]Flavio V. D. de Figueiredo, Guilherme Resende Borges, Pedro O. S. Vaz de Melo, Renato M. Assunção:
Fast Estimation of Causal Interactions using Wold Processes. CoRR abs/1807.04595 (2018) - 2017
- [c24]Pedro Henrique Calais Guerra, Roberto Nalon, Renato M. Assunção, Wagner Meira Jr.:
Antagonism Also Flows Through Retweets: The Impact of Out-of-Context Quotes in Opinion Polarization Analysis. ICWSM 2017: 536-539 - [c23]Raquel Y. S. Aoki, Renato Martins Assunção, Pedro O. S. Vaz de Melo:
Luck is Hard to Beat: The Difficulty of Sports Prediction. KDD 2017: 1367-1376 - [c22]David Saldana, Renato M. Assunção, M. Ani Hsieh, Mario F. M. Campos, Vijay Kumar:
Cooperative prediction of time-varying boundaries with a team of robots. MRS 2017: 9-16 - [c21]Marcos A. de Almeida, Carolina C. Vieira, Pedro O. S. Vaz de Melo, Renato M. Assunção:
The Fast and Winding Roads that Lead to The Doors: Generating Heterogeneous Music Playlists. WebMedia 2017: 269-276 - [i5]Pedro Henrique Calais Guerra, Roberto C. S. N. P. Souza, Renato M. Assunção, Wagner Meira Jr.:
Antagonism also Flows through Retweets: The Impact of Out-of-Context Quotes in Opinion Polarization Analysis. CoRR abs/1703.03895 (2017) - [i4]Raquel Y. S. Aoki, Renato M. Assunção, Pedro O. S. Vaz de Melo:
Luck is Hard to Beat: The Difficulty of Sports Prediction. CoRR abs/1706.02447 (2017) - 2016
- [j15]Erica C. Rodrigues, Renato M. Assunção, Gisele L. Pappa, Diogo Rennó, Wagner Meira Jr.:
Exploring multiple evidence to infer users' location in Twitter. Neurocomputing 171: 30-38 (2016) - [j14]David Saldana, Renato M. Assunção, Mario F. M. Campos:
Predicting Environmental Boundary Behaviors With a Mobile Robot. IEEE Robotics Autom. Lett. 1(2): 1133-1139 (2016) - [c20]Bruno Barbarioli, Renato M. Assunção:
Anomaly Detection under Cost Constraint. BRACIS 2016: 247-252 - [c19]David Saldana, Reza Javanmard Alitappeh, Luciano C. A. Pimenta, Renato M. Assunção, Mario Fernando Montenegro Campos:
Dynamic perimeter surveillance with a team of robots. ICRA 2016: 5289-5294 - [c18]Rodrigo Augusto da Silva Alves, Renato Martins Assunção, Pedro Olmo Stancioli Vaz de Melo:
Burstiness Scale: A Parsimonious Model for Characterizing Random Series of Events. KDD 2016: 1405-1414 - [c17]Roberto C. S. N. P. Souza, Renato M. Assunção, Derick M. de Oliveira, Denise E. F. de Brito, Wagner Meira Jr.:
Infection Hot Spot Mining from Social Media Trajectories. ECML/PKDD (2) 2016: 739-755 - [c16]Ramon Lopes, Renato M. Assunção, Rodrygo L. T. Santos:
Efficient Bayesian Methods for Graph-based Recommendation. RecSys 2016: 333-340 - [c15]Raquel Y. S. Aoki, Renato M. Assunção, Pedro O. S. Vaz de Melo:
Medindo o tamanho da caixinha de surpresas em ligas de futebol. SBBD 2016: 211-216 - [c14]Anna Izabel J. Tostes Ribeiro, Thiago Henrique Silva, Renato M. Assunção, Fátima de L. P. Duarte-Figueiredo, Antonio A. F. Loureiro:
STRIP: A Short-Term Traffic Jam Prediction Based on Logistic Regression. VTC Fall 2016: 1-5 - [i3]Rodrigo A. S. Alves, Renato M. Assunção, Pedro O. S. Vaz de Melo:
Burstiness Scale: a highly parsimonious model for characterizing random series of events. CoRR abs/1602.06431 (2016) - 2015
- [j13]Thais Paiva, Renato M. Assunção, Taynãna C. Simões:
Prospective space-time surveillance with cumulative surfaces for geographical identification of the emerging cluster. Comput. Stat. 30(2): 419-440 (2015) - [j12]João B. Borges Neto, Thiago Henrique Silva, Renato Martins Assunção, Raquel A. F. Mini, Antonio A. F. Loureiro:
Sensing in the Collaborative Internet of Things. Sensors 15(3): 6607-6632 (2015) - [j11]Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro:
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. ACM Trans. Knowl. Discov. Data 9(3): 24:1-24:31 (2015) - [c13]Leonardo Vilela Teixeira, Renato Martins Assunção, Rosangela Helena Loschi:
A Generative Spatial Clustering Model for Random Data through Spanning Trees. ICDM 2015: 997-1002 - [c12]David Saldana, Renato M. Assunção, Mario Fernando Montenegro Campos:
A distributed multi-robot approach for the detection and tracking of multiple dynamic anomalies. ICRA 2015: 1262-1267 - [i2]Roberto C. S. N. P. Souza, Denise E. F. de Brito, Renato M. Assunção, Wagner Meira Jr.:
A latent shared-component generative model for real-time disease surveillance using Twitter data. CoRR abs/1510.05981 (2015) - 2014
- [c11]Renato Assunção, Vasco Delgado-Gomes, Vitor Fernão Pires, João F. A. Martins:
A new teaching tool for fault detection in the induction machine. ISIE 2014: 2190-2195 - [i1]Pedro O. S. Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Rodrigo Alves, Antonio A. F. Loureiro:
Universal and Distinct Properties of Communication Dynamics: How to Generate Realistic Inter-event Times. CoRR abs/1403.4997 (2014) - 2013
- [j10]Sara Guimarães, Marco Túlio Ribeiro, Renato M. Assunção, Wagner Meira Jr.:
A Holistic Hybrid Algorithm for User Recommendation on Twitter. J. Inf. Data Manag. 4(3): 341-356 (2013) - [j9]Ivair R. Silva, Renato M. Assunção:
Optimal generalized truncated sequential Monte Carlo test. J. Multivar. Anal. 121: 33-49 (2013) - [c10]Erica C. Rodrigues, Renato M. Assunção, Gisele L. Pappa, Renato Miranda, Wagner Meira Jr.:
Uncovering the Location of Twitter Users. BRACIS 2013: 237-241 - [c9]Anna Izabel J. Tostes Ribeiro, Fátima de L. P. Duarte-Figueiredo, Renato M. Assunção, Juliana F. S. Salles, Antonio A. F. Loureiro:
From data to knowledge: city-wide traffic flows analysis and prediction using bing maps. UrbComp@KDD 2013: 12:1-12:8 - [c8]Pedro Olmo Stancioli Vaz de Melo, Christos Faloutsos, Renato M. Assunção, Antonio Alfredo Ferreira Loureiro:
The self-feeding process: a unifying model for communication dynamics in the web. WWW 2013: 1319-1330 - 2012
- [j8]Marcelo Azevedo Costa, Renato M. Assunção, Martin Kulldorff:
Constrained spanning tree algorithms for irregularly-shaped spatial clustering. Comput. Stat. Data Anal. 56(6): 1771-1783 (2012) - [j7]Marcos Oliveira Prates, Renato M. Assunção, Marcelo Azevedo Costa:
Flexible scan statistic test to detect disease clusters in hierarchical trees. Comput. Stat. 27(4): 715-737 (2012) - [j6]Erica C. Rodrigues, Renato M. Assunção:
Bayesian spatial models with a mixture neighborhood structure. J. Multivar. Anal. 109: 88-102 (2012)
2000 – 2009
- 2009
- [j5]Renato M. Assunção, Thaís Correa:
Surveillance to detect emerging space-time clusters. Comput. Stat. Data Anal. 53(8): 2817-2830 (2009) - [j4]Ilka Afonso Reis, Gilberto Câmara, Renato M. Assunção, Antônio Miguel Vieira Monteiro:
Suppressing Temporal Data in Sensor Networks using a Scheme Robust to Aberrant Readings. Int. J. Distributed Sens. Networks 5(6): 771-805 (2009) - 2006
- [j3]Renato M. Assunção, Marcos Corrêa Neves, Gilberto Câmara, Corina da Costa Freitas:
Efficient regionalization techniques for socio-economic geographical units using minimum spanning trees. Int. J. Geogr. Inf. Sci. 20(7): 797-811 (2006) - [c7]Renato M. Assunção, Thaís Correa:
Space-time Surveillance for the Detection of Emerging Clusters. GEOINFO 2006: 295-302 - [c6]Renato M. Assunção, Danilo L. Lopes:
Medida de Correlação entre Padrões Pontuais de Origem-destino. GEOINFO 2006: 315-320 - 2005
- [c5]Marcelo Azevedo Costa, Luciano R. Schrerrer, Renato M. Assunção:
Detecção de Conglomerados Espaciais com Geometria Arbitrária. GEOINFO 2005: 213-222 - [c4]Taynãna C. Simões, Renato M. Assunção:
Sistema de Vigilância para Detecção de Interações Espaço-tempo de Eventos Pontuais. GEOINFO 2005: 281-291 - 2004
- [j2]Luiz Duczmal, Renato M. Assunção:
A simulated annealing strategy for the detection of arbitrarily shaped spatial clusters. Comput. Stat. Data Anal. 45(2): 269-286 (2004) - 2003
- [c3]Renato M. Assunção, Andréa Iabrudi Tavares, Martin Kulldorff:
An Early Warning System for Space-Time Cluster Detection. GEOINFO 2003 - [c2]Marcelo Azevedo Costa, Renato M. Assunção:
Uma Análise de Desempenho dos Métodos SCAN e BESAG&NEWELL na Detecção de Clusters Espaciais. GEOINFO 2003 - [c1]André Ávila da C. Santos, Renato M. Assunção:
Aplicação de Estruturas de Dados Eficientes na Estimação de Densidade de Eventos Espaciais. GEOINFO 2003 - 2001
- [j1]Juliano Palmieri Lage, Renato M. Assunção, Edna Afonso Reis:
A Minimal Spanning Tree Algorithm Applied to Spatial Cluster Analysis. Electron. Notes Discret. Math. 7: 162-165 (2001)
Coauthor Index
Pedro O. S. Vaz de Melo
aka: Pedro Olmo Stancioli Vaz de Melo
aka: Pedro Olmo Stancioli Vaz de Melo
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last updated on 2024-08-05 21:22 CEST by the dblp team
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