Francisco Louzada

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 55

Top Topics

Bayesian Reasoning

Maximum Likelihood

Weibull Distribution

Regression Model

Top Venues

Commun. Stat. Simul. Comput.

Publications

Tito Lopes, Vera L. D. Tomazella, Jeremias Leão, Pedro L. Ramos, Francisco Louzada
Statistical Inference for Generalized Power-Law Process in repairable systems. J. Comput. Appl. Math. 445 (2024)
Lilia Costa, Osvaldo Anacleto-Junior, Diego C. Nascimento, James Q. Smith, Catriona M. Queen, Francisco Louzada, Tom E. Nichols
Evaluating brain group structure methods using hierarchical dynamic models. Pattern Recognit. 155 (2024)
Pedro L. Ramos, Nixon Jerez-Lillo, Francisco A. Segovia, Osafu Augustine Egbon, Francisco Louzada
Power-law distribution in pieces: a semi-parametric approach with change point detection. Stat. Comput. 34 (1) (2024)
Alex Leal Mota, Manoel Santos-Neto, Milton Miranda Neto, Jeremias Leão, Vera L. D. Tomazella, Francisco Louzada
Weighted Lindley regression model with varying precision: estimation, modeling and its diagnostics. Commun. Stat. Simul. Comput. 53 (4) (2024)
Luiz Giordani, Gilsiley Darú, Rhenan Queiroz, Vitor Buzinaro, Davi Keglevich Neiva, Daniel Camilo Fuentes Guzmán, Marcos Jardel Henriques, Oilson Alberto Gonzatto Junior, Francisco Louzada
fakenewsbr: A Fake News Detection Platform for Brazilian Portuguese. CoRR (2023)
Katiane S. Conceição, Marinho G. Andrade, Francisco Louzada, Nalini Ravishanker
Characterizations and generalizations of the negative binomial distribution. Comput. Stat. 37 (3) (2022)
Anderson Ara, Mateus Maia, Francisco Louzada, Samuel Macêdo
Regression random machines: An ensemble support vector regression model with free kernel choice. Expert Syst. Appl. 202 (2022)
Christophe Chesneau, Hassan S. Bakouch, Pedro L. Ramos, Francisco Louzada
The polynomial-exponential distribution: a continuous probability model allowing for occurrence of zero values. Commun. Stat. Simul. Comput. 51 (8) (2022)
Bruno D. Jesus, Paulo H. Ferreira, Laion Lima Boaventura, Rosemeire L. Fiaccone, Wesley Bertoli, Pedro L. Ramos, Francisco Louzada
Statistical process control of overdispersed count data based on one-parameter Poisson mixture models. Qual. Reliab. Eng. Int. 38 (5) (2022)
Vera L. D. Tomazella, Pedro L. Ramos, Paulo H. Ferreira, Alex Leal Mota, Francisco Louzada
The Lehmann type II inverse Weibull distribution in the presence of censored data. Commun. Stat. Simul. Comput. 51 (12) (2022)
Pedro L. Ramos, Marcello Henrique de Almeida, Francisco Louzada, Edilson Flores, Fernando Antonio Moala
Objective Bayesian inference for the Capability index of the Weibull distribution and its generalization. Comput. Ind. Eng. 167 (2022)
Anderson Ara, Francisco Louzada
Alpha Skew Gaussian Naïve Bayes Classifier. Int. J. Inf. Technol. Decis. Mak. 21 (1) (2022)
Francisco Louzada, Vera L. D. Tomazella, Oilson Alberto Gonzatto Junior, Gustavo Bochio, Eder Angelo Milani, Paulo H. Ferreira, Pedro L. Ramos
Reliability assessment of repairable systems with series-parallel structure subjected to hierarchical competing risks under minimal repair regime. Reliab. Eng. Syst. Saf. 222 (2022)
Oilson Alberto Gonzatto Junior, Diego Carvalho do Nascimento, Cibele Maria Russo, Marcos Jardel Henriques, Caio Paziani Tomazella, Maristela Oliveira Santos, Denis Neves, Diego Assad, Rafaela Guerra, Evelyn Keise Bertazo, José Alberto Cuminato, Francisco Louzada
Safety-Stock: Predicting the demand for supplies in Brazilian hospitals during the COVID-19 pandemic. Knowl. Based Syst. 247 (2022)
Francisco Louzada, Diego Carvalho do Nascimento, Osafu Augustine Egbon
Spatial Statistical Models: An Overview under the Bayesian Approach. Axioms 10 (4) (2021)
Leonardo Barrios Blanco, Paulo Henrique Ferreira, Francisco Louzada, Diego Carvalho do Nascimento
Is Football/Soccer Purely Stochastic, Made Out of Luck, or Maybe Predictable? How Does Bayesian Reasoning Assess Sports? Axioms 10 (4) (2021)
Gladys D. C. Barriga, Adriano K. Suzuki, Vicente G. Cancho, Francisco Louzada
A New Class of Cure Rate Survival Models: Properties, Inference and Applications. Adv. Data Sci. Adapt. Anal. 13 (1) (2021)
Anderson Fonseca, Paulo Henrique Ferreira, Diego Carvalho do Nascimento, Rosemeire Fiaccone, Christopher Ulloa-Correa, Ayón García-Piña, Francisco Louzada
Water Particles Monitoring in the Atacama Desert: SPC Approach Based on Proportional Data. Axioms 10 (3) (2021)
Lia H. M. Morita, Vera Tomazella, Narayanaswamy Balakrishnan, Pedro L. Ramos, Paulo H. Ferreira, Francisco Louzada
Inverse Gaussian process model with frailty term in reliability analysis. Qual. Reliab. Eng. Int. 37 (2) (2021)
Diego Carvalho do Nascimento, Pedro Luiz Ramos, David Elal-Olivero, Milton Cortes-Araya, Francisco Louzada
Generalizing Normality: Different Estimation Methods for Skewed Information. Symmetry 13 (6) (2021)
Vera Lucia Damasceno Tomazella, Sandra Rêgo Jesus, Amanda Buosi Gazon, Francisco Louzada, Saralees Nadarajah, Diego Carvalho do Nascimento, Francisco Aparecido Rodrigues, Pedro Luiz Ramos
Bayesian Reference Analysis for the Generalized Normal Linear Regression Model. Symmetry 13 (5) (2021)
Pedro Luiz Ramos, Francisco Louzada
A note on the exponential geometric power series distribution. Commun. Stat. Simul. Comput. 50 (11) (2021)
Wesley Bertoli, Katiane S. Conceição, Marinho G. Andrade, Francisco Louzada
A New Regression Model for the Analysis of Overdispersed and Zero-Modified Count Data. Entropy 23 (6) (2021)
Anderson Ara, Mateus Maia, Samuel Macêdo, Francisco Louzada
Random Machines Regression Approach: an ensemble support vector regression model with free kernel choice. CoRR (2020)
Francisco Louzada, José Alberto Cuminato, Oscar Mauricio Hernandez Rodriguez, Vera L. D. Tomazella, Eder Angelo Milani, Paulo Henrique Ferreira, Pedro Luiz Ramos, Gustavo Bochio, Ivan Carlos Perissini, Oilson Alberto Gonzatto Junior, Alex Leal Mota, Luis Felipe Acuña Alegría, Danilo Colombo, Paulo Guilherme Oliveira De Oliveira, Hugo Francisco Lisboa Santos, Marcus Vinicius De Campos Magalhães
Incorporation of Frailties Into a Non-Proportional Hazard Regression Model and Its Diagnostics for Reliability Modeling of Downhole Safety Valves. IEEE Access 8 (2020)
Francisco Louzada, Pedro Luiz Ramos, Paulo Henrique Ferreira
Exponential-Poisson distribution: estimation and applications to rainfall and aircraft data with zero occurrence. Commun. Stat. Simul. Comput. 49 (4) (2020)
Pedro Luiz Ramos, Francisco Louzada, Eduardo Ramos
Bias Reduction in the Closed-Form Maximum Likelihood Estimator for the Nakagami-m Fading Parameter. IEEE Wirel. Commun. Lett. 9 (10) (2020)
Diego C. Nascimento, Bruno A. Pimentel, Renata Souza, João P. Leite, Dylan J. Edwards, Taiza E. G. Santos, Francisco Louzada
Dynamic time series smoothing for symbolic interval data applied to neuroscience. Inf. Sci. 517 (2020)
Marco Pollo Almeida, Rafael S. Paixão, Pedro L. Ramos, Vera Tomazella, Francisco Louzada, Ricardo S. Ehlers
Bayesian non-parametric frailty model for dependent competing risks in a repairable systems framework. Reliab. Eng. Syst. Saf. 204 (2020)
Yiqi Bao, Vicente G. Cancho, Francisco Louzada, Adriano K. Suzuki
Semi-Parametric Cure Rate Proportional Odds Models with Spatial Frailties for Interval-Censored Data. Adv. Data Sci. Adapt. Anal. 11 (3-4) (2019)
Francisco Louzada, Luis Felipe Acuña Alegría, Danilo Colombo, David E. A. Martins, Hugo Francisco Lisboa Santos, José Alberto Cuminato, Oscar Mauricio Hernandez Rodriguez, Vera L. D. Tomazella, Paulo H. Ferreira, Pedro L. Ramos, Seyed R. A. Niaki, Oilson Alberto Gonzatto Junior, Ivan Carlos Perissini
A Repairable System Subjected to Hierarchical Competing Risks: Modeling and Applications. IEEE Access 7 (2019)
Yiqi Bao, Vicente G. Cancho, Dipak K. Dey, Francisco Louzada, Adriano K. Suzuki
D-Measure: A Bayesian Model Selection Criterion for Survival Data. Adv. Data Sci. Adapt. Anal. 11 (3-4) (2019)
Luca Martino, Francisco Louzada
Adaptive rejection sampling with fixed number of nodes. Commun. Stat. Simul. Comput. 48 (3) (2019)
Anderson Ara, Mateus Maia, Samuel Macêdo, Francisco Louzada
Random Machines: A bagged-weighted support vector model with free kernel choice. CoRR (2019)
Paulo H. Ferreira, Francisco Louzada
Maximum likelihood estimation for bivariate SUR Tobit modeling in presence of two right-censored dependent variables. Commun. Stat. Simul. Comput. 48 (1) (2019)
Diego C. Nascimento, Bruno Barbosa, André M. Perez, Daniel O. Caires, Edgar Hirama, Pedro L. Ramos, Francisco Louzada
Risk Management in E-Commerce - A Fraud Study Case Using Acoustic Analysis through Its Complexity. Entropy 21 (11) (2019)
Pedro L. Ramos, Francisco Louzada
Bayesian Reference Analysis for the Generalized Gamma Distribution. IEEE Commun. Lett. 22 (9) (2018)
Francisco Louzada, Pedro L. Ramos, Diego C. Nascimento
The Inverse Nakagami-m Distribution: A Novel Approach in Reliability. IEEE Trans. Reliab. 67 (3) (2018)
Pedro L. Ramos, Francisco Louzada, Eduardo Ramos
Posterior Properties of the Nakagami-m Distribution Using Noninformative Priors and Applications in Reliability. IEEE Trans. Reliab. 67 (1) (2018)
Wesley Bertoli, Katiane S. Conceição, Marinho G. Andrade, Francisco Louzada
On the zero-modified Poisson-Shanker regression model and its application to fetal deaths notification data. Comput. Stat. 33 (2) (2018)
Luca Martino, Francisco Louzada
Issues in the Multiple Try Metropolis mixing. Comput. Stat. 32 (1) (2017)
Luca Martino, Víctor Elvira, Francisco Louzada
Effective sample size for importance sampling based on discrepancy measures. Signal Process. 131 (2017)
Luca Martino, Jesse Read, Víctor Elvira, Francisco Louzada
Cooperative parallel particle filters for online model selection and applications to urban mobility. Digit. Signal Process. 60 (2017)
Ricardo Rocha, Saralees Nadarajah, Vera Tomazella, Francisco Louzada
A new class of defective models based on the Marshall-Olkin family of distributions for cure rate modeling. Comput. Stat. Data Anal. 107 (2017)
Josimara Mazucheli, M. E. Ghitany, Francisco Louzada
Comparisons of ten estimation methods for the parameters of Marshall-Olkin extended exponential distribution. Commun. Stat. Simul. Comput. 46 (7) (2017)
Sanku Dey, Devendra Kumar, Pedro L. Ramos, Francisco Louzada
Exponentiated Chen distribution: Properties and estimation. Commun. Stat. Simul. Comput. 46 (10) (2017)
Luca Martino, Víctor Elvira, David Luengo, Jukka Corander, Francisco Louzada
Orthogonal parallel MCMC methods for sampling and optimization. Digit. Signal Process. 58 (2016)
Pedro L. Ramos, Francisco Louzada, Eduardo Ramos
An Efficient, Closed-Form MAP Estimator for Nakagami-m Fading Parameter. IEEE Commun. Lett. 20 (11) (2016)
Luca Martino, Jorge Plata-Chaves, Francisco Louzada
A Monte Carlo scheme for node-specific inference over wireless sensor networks. SAM (2016)
Luca Martino, Victor Elvira, David Luengo, Francisco Louzada
Adaptive population importance samplers: A general perspective. SAM (2016)
Luca Martino, Victor Elvira, David Luengo, Francisco Louzada
Parallel metropolis chains with cooperative adaptation. ICASSP (2016)
Josemar Rodrigues, Silvia Maria Prado, N. Balakrishnan, Francisco Louzada
Flexible M/G/1 queueing system with state dependent service rate. Oper. Res. Lett. 44 (3) (2016)
Luca Martino, Victor Elvira, Francisco Louzada
Weighting a resampled particle in Sequential Monte Carlo. SSP (2016)
Francisco Louzada, Pedro L. Ramos, Gleici S. C. Perdoná
Different Estimation Procedures for the Parameters of the Extended Exponential Geometric Distribution for Medical Data. Comput. Math. Methods Medicine 2016 (2016)
Luca Martino, Victor Elvira, Francisco Louzada
Alternative effective sample size measures for importance sampling. SSP (2016)
Katiane S. Conceição, Marinho G. Andrade, Francisco Louzada
On the zero-modified poisson model: Bayesian analysis and posterior divergence measure. Comput. Stat. 29 (5) (2014)
Erlandson Ferreira Saraiva, Francisco Louzada, Luís Aparecido Milan
Mixture models with an unknown number of components via a new posterior split-merge MCMC algorithm. Appl. Math. Comput. 244 (2014)
Josimara Mazucheli, Francisco Louzada, M. E. Ghitany
Comparison of estimation methods for the parameters of the weighted Lindley distribution. Appl. Math. Comput. 220 (2013)
Erlandson Ferreira Saraiva, Francisco Louzada, Luís Aparecido Milan, Silvana Meira, Juliana Cobre
Bacterium Data. Comput. Math. Methods Medicine 2012 (2012)
Gilberto de Araújo Pereira, Francisco Louzada, Valdirene de Fátima Barbosa, Márcia Maria Ferreira-Silva, Helio Moraes-Souza
A General Latent Class Model for Performance Evaluation of Diagnostic Tests in the Absence of a Gold Standard: An Application to Chagas Disease. Comput. Math. Methods Medicine 2012 (2012)
Francisco Louzada, Paulo H. Ferreira-Silva, Carlos A. R. Diniz
On the impact of disproportional samples in credit scoring models: An application to a Brazilian bank data. Expert Syst. Appl. 39 (9) (2012)
Francisco Louzada, Osvaldo Anacleto-Junior, Cecilia Candolo, Josimara Mazucheli
Poly-bagging predictors for classification modelling for credit scoring. Expert Syst. Appl. 38 (10) (2011)