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Francisco Louzada 0001
Person information
- affiliation: University of São Paulo, São Carlos, Brazil
- affiliation (PhD 1998): University of Oxford, UK
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Journal Articles
- 2024
- [j66]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): 1690-1710 (2024) - [j65]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: 115799 (2024) - [j64]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: 110687 (2024) - [j63]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): 16 (2024) - 2022
- [j62]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: 108012 (2022) - [j61]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): 4581-4606 (2022) - [j60]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): 7057-7073 (2022) - [j59]Katiane S. Conceição
, Marinho Gomes Andrade, Francisco Louzada, Nalini Ravishanker:
Characterizations and generalizations of the negative binomial distribution. Comput. Stat. 37(3): 1255-1286 (2022) - [j58]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: 117107 (2022) - [j57]Anderson Ara
, Francisco Louzada:
Alpha Skew Gaussian Naïve Bayes Classifier. Int. J. Inf. Technol. Decis. Mak. 21(1): 441-462 (2022) - [j56]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: 108753 (2022) - [j55]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): 2324-2344 (2022) - [j54]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: 108364 (2022) - 2021
- [j53]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): 2150001:1-2150001:15 (2021) - [j52]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): 154 (2021) - [j51]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): 276 (2021) - [j50]Francisco Louzada
, Diego Carvalho do Nascimento
, Osafu Augustine Egbon
:
Spatial Statistical Models: An Overview under the Bayesian Approach. Axioms 10(4): 307 (2021) - [j49]Pedro Luiz Ramos
, Francisco Louzada
:
A note on the exponential geometric power series distribution. Commun. Stat. Simul. Comput. 50(11): 3794-3798 (2021) - [j48]Wesley Bertoli
, Katiane S. Conceição, Marinho Gomes Andrade, Francisco Louzada
:
A New Regression Model for the Analysis of Overdispersed and Zero-Modified Count Data. Entropy 23(6): 646 (2021) - [j47]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): 763-784 (2021) - [j46]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): 856 (2021) - [j45]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): 1067 (2021) - 2020
- [j44]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: 219757-219774 (2020) - [j43]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): 1024-1043 (2020) - [j42]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: 415-426 (2020) - [j41]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: 107145 (2020) - [j40]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): 1692-1695 (2020) - 2019
- [j39]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): 1950005:1-1950005:32 (2019) - [j38]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): 1950007:1-1950007:18 (2019) - [j37]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: 171707-171723 (2019) - [j36]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): 150-168 (2019) - [j35]Luca Martino
, Francisco Louzada
:
Adaptive rejection sampling with fixed number of nodes. Commun. Stat. Simul. Comput. 48(3): 655-665 (2019) - [j34]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): 1087 (2019) - 2018
- [j33]Wesley Bertoli, Katiane S. Conceição, Marinho Gomes Andrade, Francisco Louzada
:
On the zero-modified Poisson-Shanker regression model and its application to fetal deaths notification data. Comput. Stat. 33(2): 807-836 (2018) - [j32]Pedro L. Ramos
, Francisco Louzada:
Bayesian Reference Analysis for the Generalized Gamma Distribution. IEEE Commun. Lett. 22(9): 1950-1953 (2018) - [j31]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): 105-117 (2018) - [j30]Francisco Louzada, Pedro L. Ramos
, Diego C. Nascimento
:
The Inverse Nakagami-m Distribution: A Novel Approach in Reliability. IEEE Trans. Reliab. 67(3): 1030-1042 (2018) - 2017
- [j29]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: 48-63 (2017) - [j28]Josimara Mazucheli, Mohamed E. Ghitany, Francisco Louzada
:
Comparisons of ten estimation methods for the parameters of Marshall-Olkin extended exponential distribution. Commun. Stat. Simul. Comput. 46(7): 5627-5645 (2017) - [j27]Sanku Dey, Devendra Kumar
, Pedro L. Ramos
, Francisco Louzada
:
Exponentiated Chen distribution: Properties and estimation. Commun. Stat. Simul. Comput. 46(10): 8118-8139 (2017) - [j26]Luca Martino
, Francisco Louzada
:
Issues in the Multiple Try Metropolis mixing. Comput. Stat. 32(1): 239-252 (2017) - [j25]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: 172-185 (2017) - [j24]Luca Martino
, Víctor Elvira
, Francisco Louzada
:
Effective sample size for importance sampling based on discrepancy measures. Signal Process. 131: 386-401 (2017) - 2016
- [j23]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: 8727951:1-8727951:12 (2016) - [j22]Luca Martino
, Víctor Elvira
, David Luengo, Jukka Corander, Francisco Louzada
:
Orthogonal parallel MCMC methods for sampling and optimization. Digit. Signal Process. 58: 64-84 (2016) - [j21]Francisco Louzada-Neto
, Alexandre C. Maiorano, Anderson Ara
:
iSports: A web-oriented expert system for talent identification in soccer. Expert Syst. Appl. 44: 400-412 (2016) - [j20]Pedro L. Ramos
, Francisco Louzada
, Eduardo Ramos:
An Efficient, Closed-Form MAP Estimator for Nakagami-m Fading Parameter. IEEE Commun. Lett. 20(11): 2328-2331 (2016) - [j19]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): 383-389 (2016) - 2014
- [j18]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: 959-975 (2014) - [j17]Katiane S. Conceição, Marinho Gomes Andrade, Francisco Louzada
:
On the zero-modified poisson model: Bayesian analysis and posterior divergence measure. Comput. Stat. 29(5): 959-980 (2014) - 2013
- [j16]Josimara Mazucheli, Francisco Louzada
, Mohamed E. Ghitany:
Comparison of estimation methods for the parameters of the weighted Lindley distribution. Appl. Math. Comput. 220: 463-471 (2013) - [j15]Vicente G. Cancho
, Francisco Louzada-Neto
, Edwin M. M. Ortega
:
The Power Series Cure Rate Model: An Application to a Cutaneous Melanoma Data. Commun. Stat. Simul. Comput. 42(3): 586-602 (2013) - 2012
- [j14]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: 487502:1-487502:12 (2012) - [j13]Erlandson Ferreira Saraiva
, Francisco Louzada
, Luís Aparecido Milan, Silvana Meira, Juliana Cobre
:
A Bayesian Approach for Decision Making on the Identification of Genes with Different Expression Levels: An Application to Escherichia coli Bacterium Data. Comput. Math. Methods Medicine 2012: 953086:1-953086:13 (2012) - [j12]Francisco Louzada
, Paulo H. Ferreira-Silva
, Carlos Alberto Ribeiro Diniz
:
On the impact of disproportional samples in credit scoring models: An application to a Brazilian bank data. Expert Syst. Appl. 39(9): 8071-8078 (2012) - [j11]Francisco Louzada-Neto
, Anderson Ara
:
Bagging k-dependence probabilistic networks: An alternative powerful fraud detection tool. Expert Syst. Appl. 39(14): 11583-11592 (2012) - 2011
- [j10]Vicente G. Cancho
, Francisco Louzada-Neto
, Gladys D. C. Barriga:
The Poisson-exponential lifetime distribution. Comput. Stat. Data Anal. 55(1): 677-686 (2011) - [j9]Gladys D. C. Barriga, Francisco Louzada-Neto
, Vicente G. Cancho
:
The complementary exponential power lifetime model. Comput. Stat. Data Anal. 55(3): 1250-1259 (2011) - [j8]Francisco Louzada-Neto
, Mari Roman, Vicente G. Cancho
:
The complementary exponential geometric distribution: Model, properties, and a comparison with its counterpart. Comput. Stat. Data Anal. 55(8): 2516-2524 (2011) - [j7]Francisco Louzada
, Osvaldo Anacleto-Junior, Cecilia Candolo, Josimara Mazucheli:
Poly-bagging predictors for classification modelling for credit scoring. Expert Syst. Appl. 38(10): 12717-12720 (2011) - 2010
- [j6]Adriano K. Suzuki, Luis Ernesto Salasar, J. G. Leite, Francisco Louzada-Neto
:
A Bayesian approach for predicting match outcomes: The 2006 (Association) Football World Cup. J. Oper. Res. Soc. 61(10): 1530-1539 (2010) - [j5]Gladys D. C. Barriga, Francisco Louzada-Neto
, Edwin M. M. Ortega
, Vicente G. Cancho
:
A bivariate regression model for matched paired survival data: local influence and residual analysis. Stat. Methods Appl. 19(4): 477-495 (2010) - 2008
- [j4]Juliana B. Fachini, Edwin M. M. Ortega
, Francisco Louzada-Neto
:
Influence diagnostics for polyhazard models in the presence of covariates. Stat. Methods Appl. 17(4): 413-433 (2008) - 2006
- [j3]Edson Zangiacomi Martinez
, Jorge Alberto Achcar, Francisco Louzada-Neto
:
Estimators of sensitivity and specificity in the presence of verification bias: A Bayesian approach. Comput. Stat. Data Anal. 51(2): 601-611 (2006) - 2001
- [j2]Francisco Louzada-Neto
:
Bayesian Analysis for Hazard Models with Non-constant Shape Parameter. Comput. Stat. 16(2): 243-254 (2001) - 1996
- [j1]Emanuel P. Barbosa, Enrico A. Colosimo, Francisco Louzada-Neto
:
Accelerated life tests analyzed by a piecewise exponential distribution via generalized linear models. IEEE Trans. Reliab. 45(4): 619-623 (1996)
Conference and Workshop Papers
- 2016
- [c5]Luca Martino
, Victor Elvira
, David Luengo, Francisco Louzada
:
Parallel metropolis chains with cooperative adaptation. ICASSP 2016: 3974-3978 - [c4]Luca Martino
, Victor Elvira
, David Luengo, Francisco Louzada
:
Adaptive population importance samplers: A general perspective. SAM 2016: 1-5 - [c3]Luca Martino
, Jorge Plata-Chaves, Francisco Louzada
:
A Monte Carlo scheme for node-specific inference over wireless sensor networks. SAM 2016: 1-5 - [c2]Luca Martino
, Victor Elvira
, Francisco Louzada
:
Weighting a resampled particle in Sequential Monte Carlo. SSP 2016: 1-5 - [c1]Luca Martino
, Victor Elvira
, Francisco Louzada
:
Alternative effective sample size measures for importance sampling. SSP 2016: 1-5
Reference Works
- 2011
- [r1]Francisco Louzada-Neto:
Accelerated Lifetime Testing. International Encyclopedia of Statistical Science 2011: 3-5
Informal and Other Publications
- 2024
- [i6]Wesley Ferreira Maia, Angelo Carmignani, Gabriel Bortoli, Lucas Maretti, David Luz, Daniel Camilo Fuentes Guzmán, Marcos Jardel Henriques, Francisco Louzada-Neto:
Multi-level Product Category Prediction through Text Classification. CoRR abs/2403.01638 (2024) - 2023
- [i5]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 abs/2309.11052 (2023) - 2020
- [i4]Anderson Ara, Mateus Maia, Samuel Macêdo, Francisco Louzada:
Random Machines Regression Approach: an ensemble support vector regression model with free kernel choice. CoRR abs/2003.12643 (2020) - 2019
- [i3]Anderson Ara, Mateus Maia, Samuel Macêdo, Francisco Louzada:
Random Machines: A bagged-weighted support vector model with free kernel choice. CoRR abs/1911.09411 (2019) - 2018
- [i2]Diego C. Nascimento, Anderson Ara, Francisco Louzada-Neto:
Feature Selection Approach with Missing Values Conducted for Statistical Learning: A Case Study of Entrepreneurship Survival Dataset. CoRR abs/1810.01061 (2018) - 2016
- [i1]Francisco Louzada-Neto, Anderson Ara:
MWStat: A Modulated Web-Based Statistical System. CoRR abs/1605.00040 (2016)
Coauthor Index
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