Works by Rodrigues, Paulo Canas

Results: 49

Robust singular spectrum analysis: comparison between classical and robust approaches for model fit and forecasting.

Published in:

Computational Statistics, 2025, v. 40, n. 6, p. 3257, doi. 10.1007/s00180-022-01322-4

By:

Kazemi, Mohammad;
Rodrigues, Paulo Canas

Publication type:

Article

Robust local bootstrap for weakly stationary time series in the presence of additive outliers.

Published in:

Stochastic Environmental Research & Risk Assessment, 2023, v. 37, n. 8, p. 2977, doi. 10.1007/s00477-023-02430-3

By:

Solci, Carlo Corrêa;
Reisen, Valdério Anselmo;
Rodrigues, Paulo Canas

Publication type:

Article

Bacillus species as tools for biocontrol of plant diseases: A meta-analysis of twenty-two years of research, 2000–2021.

Published in:

World Journal of Microbiology & Biotechnology, 2024, v. 40, n. 4, p. 1, doi. 10.1007/s11274-024-03935-x

By:

Serrão, Cleyson Pantoja;
Ortega, Jean Carlo Gonçalves;
Rodrigues, Paulo Canas;
de Souza, Cláudia Regina Batista

Publication type:

Article

Bayesian spatio-temporal modeling of the Brazilian fire spots between 2011 and 2022.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-70082-6

By:

Pimentel, Jonatha Sousa;
Bulhões, Rodrigo S;
Rodrigues, Paulo Canas

Publication type:

Article

An exploratory analysis of PM2.5/PM10 ratio during spring 2016–2018 in Metropolitan Lima.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-59831-9

By:

Cabello-Torres, Rita Jaqueline;
Carbo-Bustinza, Natalí;
Romero-Cabello, Edison Alessandro;
Ureta Tolentino, Jeremias Macias;
Torres Armas, Elías A.;
Turpo-Chaparro, Josué E.;
Canas Rodrigues, Paulo;
López-Gonzales, Javier Linkolk

Publication type:

Article

INFERENCE FOR RANDOM EFFECTS IN PRIME BASIS FACTORIALS USING COMMUTATIVE JORDAN ALGEBRAS.

Published in:

Discussiones Mathematicae: Probability & Statistics, 2007, v. 27, n. 1/2, p. 15, doi. 10.7151/dmps.1086

By:

Jesus, Vera M.;
Rodrigues, Paulo Canas;
Mexia, João Tiago

Publication type:

Article

Data science applied to environmental sciences.

Published in:

Environmetrics, 2023, v. 34, n. 1, p. 1, doi. 10.1002/env.2783

By:

Rodrigues, Paulo Canas;
Carfagna, Elisabetta

Publication type:

Article

Spatio-temporal visualization and forecasting of PM10 in the Brazilian state of Minas Gerais.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-30365-w

By:

da Silva, Kim Leone Souza;
López-Gonzales, Javier Linkolk;
Turpo-Chaparro, Josue E.;
Tocto-Cano, Esteban;
Rodrigues, Paulo Canas

Publication type:

Article

Hierarchical Time Series Forecasting of Fire Spots in Brazil: A Comprehensive Approach.

Published in:

Stats, 2024, v. 7, n. 3, p. 647, doi. 10.3390/stats7030039

By:

Pinheiro, Ana Caroline;
Rodrigues, Paulo Canas

Publication type:

Article

Self-Organizing Topological Multilayer Perceptron: A Hybrid Method to Improve the Forecasting of Extreme Pollution Values.

Published in:

Stats, 2023, v. 6, n. 4, p. 1241, doi. 10.3390/stats6040077

By:

López-Gonzales, Javier Linkolk;
Gómez Lamus, Ana María;
Torres, Romina;
Canas Rodrigues, Paulo;
Salas, Rodrigo

Publication type:

Article

All-NBA Teams' Selection Based on Unsupervised Learning.

Published in:

Stats, 2022, v. 5, n. 1, p. 154, doi. 10.3390/stats5010011

By:

Silva, João Vítor Rocha da;
Rodrigues, Paulo Canas

Publication type:

Article

A new parsimonious recurrent forecasting model in singular spectrum analysis.

Published in:

Journal of Forecasting, 2018, v. 37, n. 2, p. 191, doi. 10.1002/for.2484

By:

Mahmoudvand, Rahim;
Rodrigues, Paulo Canas

Publication type:

Article

A robust approach to singular spectrum analysis.

Published in:

Quality & Reliability Engineering International, 2018, v. 34, n. 7, p. 1437, doi. 10.1002/qre.2337

By:

Rodrigues, Paulo Canas;
Lourenço, Vanda;
Mahmoudvand, Rahim

Publication type:

Article

Correlation Analysis in Contaminated Data by Singular Spectrum Analysis.

Published in:

Quality & Reliability Engineering International, 2016, v. 32, n. 6, p. 2127, doi. 10.1002/qre.2027

By:

Rodrigues, Paulo Canas;
Mahmoudvand, Rahim

Publication type:

Article

Foreword: Special issue of ASMBI for y‐BIS 2019: Recent Advances in Business Analytics and Data Science.

Published in:

Applied Stochastic Models in Business & Industry, 2021, v. 37, n. 2, p. 157, doi. 10.1002/asmb.2610

By:

Ekin, Tahir;
Puggioni, Gavino;
Rodrigues, Paulo Canas

Publication type:

Article

Forecasting mortality rate by multivariate singular spectrum analysis.

Published in:

Applied Stochastic Models in Business & Industry, 2017, v. 33, n. 6, p. 717, doi. 10.1002/asmb.2274

By:

Mahmoudvand, Rahim;
Konstantinides, Dimitrios;
Rodrigues, Paulo Canas

Publication type:

Article

The usefulness of robust multivariate methods: A case study with the menu items of a fast food restaurant chain.

Published in:

Revista Ciência e Natura, 2020, v. 42, p. 1, doi. 10.5902/2179460x39892

By:

Rodrigues, Paulo Canas;
Almeida, Rafael;
Mustafa, Kézia

Publication type:

Article

A Spatio-Temporal Visualization Approach of PM 10 Concentration Data in Metropolitan Lima.

Published in:

Atmosphere, 2021, v. 12, n. 5, p. 609, doi. 10.3390/atmos12050609

By:

Encalada-Malca, Alexandra Abigail;
Cochachi-Bustamante, Javier David;
Rodrigues, Paulo Canas;
Salas, Rodrigo;
López-Gonzales, Javier Linkolk;
Avino, Pasquale

Publication type:

Article

Bayesian spatio-temporal modeling of severe acute respiratory syndrome in Brazil: A comparative analysis across pre-, during, and post-COVID-19 eras.

Published in:

Infectious Disease Modelling (2468-2152), 2025, v. 10, n. 2, p. 466, doi. 10.1016/j.idm.2024.12.010

By:

de Souza Bulhões, Rodrigo;
Pimentel, Jonatha Sousa;
Rodrigues, Paulo Canas

Publication type:

Article

A new approach for the vector forecast algorithm in singular spectrum analysis.

Published in:

Communications in Statistics: Simulation & Computation, 2020, v. 49, n. 3, p. 591, doi. 10.1080/03610918.2019.1664578

By:

Rodrigues, Paulo Canas;
Mahmoudvand, Rahim

Publication type:

Article

Multi-step ahead ozone level forecasting using a component-based technique: A case study in Lima, Peru.

Published in:

AIMS Environmental Science, 2024, v. 11, n. 3, p. 1, doi. 10.3934/environsci.2024020

By:

Quispe, Flor;
Salcedo, Eddy;
Iftikhar, Hasnain;
Zafar, Aimel;
Khan, Murad;
Turpo-Chaparro, Josué E.;
Rodrigues, Paulo Canas;
López-Gonzales, Javier Linkolk

Publication type:

Article

Air Quality Prediction Based on Singular Spectrum Analysis and Artificial Neural Networks.

Published in:

Entropy, 2024, v. 26, n. 12, p. 1062, doi. 10.3390/e26121062

By:

López-Gonzales, Javier Linkolk;
Salas, Rodrigo;
Velandia, Daira;
Canas Rodrigues, Paulo

Publication type:

Article

Bayesian Spatio-Temporal Modeling of the Dynamics of COVID-19 Deaths in Peru.

Published in:

Entropy, 2024, v. 26, n. 6, p. 474, doi. 10.3390/e26060474

By:

Galarza, César Raúl Castro;
Sánchez, Omar Nolberto Díaz;
Pimentel, Jonatha Sousa;
Bulhões, Rodrigo;
López-Gonzales, Javier Linkolk;
Rodrigues, Paulo Canas

Publication type:

Article

Neural Networks for Financial Time Series Forecasting.

Published in:

Entropy, 2022, v. 24, n. 5, p. N.PAG, doi. 10.3390/e24050657

By:

Sako, Kady;
Mpinda, Berthine Nyunga;
Rodrigues, Paulo Canas

Publication type:

Article

The Decomposition and Forecasting of Mutual Investment Funds Using Singular Spectrum Analysis.

Published in:

Entropy, 2020, v. 22, n. 1, p. 83, doi. 10.3390/e22010083

By:

Rodrigues, Paulo Canas;
Pimentel, Jonatha;
Messala, Patrick;
Kazemi, Mohammad

Publication type:

Article

A Hybrid Vector Autoregressive Model for Accurate Macroeconomic Forecasting: An Application to the U.S. Economy.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 11, p. 1706, doi. 10.3390/math13111706

By:

Khan, Faridoon;
Iftikhar, Hasnain;
Khan, Imran;
Rodrigues, Paulo Canas;
Alharbi, Abdulmajeed Atiah;
Allohibi, Jeza

Publication type:

Article

Forecasting of Inflation Based on Univariate and Multivariate Time Series Models: An Empirical Application.

Published in:

Mathematics (2227-7390), 2025, v. 13, n. 7, p. 1121, doi. 10.3390/math13071121

By:

Iftikhar, Hasnain;
Khan, Faridoon;
Rodrigues, Paulo Canas;
Alharbi, Abdulmajeed Atiah;
Allohibi, Jeza

Publication type:

Article

Statistical Modeling to Improve Time Series Forecasting Using Machine Learning, Time Series, and Hybrid Models: A Case Study of Bitcoin Price Forecasting.

Published in:

Mathematics (2227-7390), 2024, v. 12, n. 23, p. 3666, doi. 10.3390/math12233666

By:

Qureshi, Moiz;
Iftikhar, Hasnain;
Rodrigues, Paulo Canas;
Rehman, Mohd Ziaur;
Salar, S. A. Atif

Publication type:

Article

Forecasting Day-Ahead Brent Crude Oil Prices Using Hybrid Combinations of Time Series Models.

Published in:

Mathematics (2227-7390), 2023, v. 11, n. 16, p. 3548, doi. 10.3390/math11163548

By:

Iftikhar, Hasnain;
Zafar, Aimel;
Turpo-Chaparro, Josue E.;
Canas Rodrigues, Paulo;
López-Gonzales, Javier Linkolk

Publication type:

Article

Winter Wheat Cultivar Recommendation Based on Expected Environment Productivity.

Published in:

Agriculture; Basel, 2021, v. 11, n. 6, p. 522, doi. 10.3390/agriculture11060522

By:

Iwańska, Marzena;
Paderewski, Jakub;
Stępień, Michał;
Rodrigues, Paulo Canas

Publication type:

Article

Identification of novel putative alleles related to important agronomic traits of wheat using robust strategies in GWAS.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-36134-z

By:

Abdi, Hossein;
Alipour, Hadi;
Bernousi, Iraj;
Jafarzadeh, Jafar;
Rodrigues, Paulo Canas

Publication type:

Article

Editorial.

Published in:

2018

By:

Rodrigues, Paulo Canas;
Porcu, Emilio

Publication type:

Editorial

Randomized singular spectrum analysis for long time series.

Published in:

Journal of Statistical Computation & Simulation, 2018, v. 88, n. 10, p. 1921, doi. 10.1080/00949655.2018.1462810

By:

Rodrigues, Paulo Canas;
Tuy, Pétala G. S. E.;
Mahmoudvand, Rahim

Publication type:

Article

Networks analysis of Brazilian climate data based on the DCCA cross-correlation coefficient.

Published in:

PLoS ONE, 2023, v. 18, n. 9, p. 1, doi. 10.1371/journal.pone.0290838

By:

Oliveira Filho, Florêncio Mendes;
Guedes, Everaldo Freitas;
Rodrigues, Paulo Canas

Publication type:

Article

Comparing the Simple to Complex Automatic Methods with the Ensemble Approach in Forecasting Electrical Time Series Data.

Published in:

Energies (19961073), 2023, v. 16, n. 22, p. 7495, doi. 10.3390/en16227495

By:

Sulandari, Winita;
Yudhanto, Yudho;
Subanti, Sri;
Setiawan, Crisma Devika;
Hapsari, Riskhia;
Rodrigues, Paulo Canas

Publication type:

Article

Day-Ahead Electricity Demand Forecasting Using a Novel Decomposition Combination Method.

Published in:

Energies (19961073), 2023, v. 16, n. 18, p. 6675, doi. 10.3390/en16186675

By:

Iftikhar, Hasnain;
Turpo-Chaparro, Josue E.;
Canas Rodrigues, Paulo;
López-Gonzales, Javier Linkolk

Publication type:

Article

Forecasting Day-Ahead Electricity Prices for the Italian Electricity Market Using a New Decomposition—Combination Technique.

Published in:

Energies (19961073), 2023, v. 16, n. 18, p. 6669, doi. 10.3390/en16186669

By:

Iftikhar, Hasnain;
Turpo-Chaparro, Josue E.;
Canas Rodrigues, Paulo;
López-Gonzales, Javier Linkolk

Publication type:

Article

Multiple Novel Decomposition Techniques for Time Series Forecasting: Application to Monthly Forecasting of Electricity Consumption in Pakistan.

Published in:

Energies (19961073), 2023, v. 16, n. 6, p. 2579, doi. 10.3390/en16062579

By:

Iftikhar, Hasnain;
Bibi, Nadeela;
Canas Rodrigues, Paulo;
López-Gonzales, Javier Linkolk

Publication type:

Article

The Use of Singular Spectrum Analysis and K-Means Clustering-Based Bootstrap to Improve Multistep Ahead Load Forecasting.

Published in:

Energies (19961073), 2022, v. 15, n. 16, p. 5838, doi. 10.3390/en15165838

By:

Sulandari, Winita;
Yudhanto, Yudho;
Rodrigues, Paulo Canas

Publication type:

Article

Statistical and Artificial Neural Networks Models for Electricity Consumption Forecasting in the Brazilian Industrial Sector.

Published in:

Energies (19961073), 2022, v. 15, n. 2, p. 588, doi. 10.3390/en15020588

By:

Leite Coelho da Silva, Felipe;
da Costa, Kleyton;
Canas Rodrigues, Paulo;
Salas, Rodrigo;
López-Gonzales, Javier Linkolk

Publication type:

Article

An improved family of unbiased ratio estimators for a population distribution function.

Published in:

AIMS Mathematics, 2025, v. 10, n. 1, p. 1, doi. 10.3934/math.2025051

By:

Ahmad, Sohail;
Qureshi, Moiz;
Iftikhar, Hasnain;
Rodrigues, Paulo Canas;
Rehman, Mohd Ziaur

Publication type:

Article

Forecasting stock prices using a novel filtering-combination technique: Application to the Pakistan stock exchange.

Published in:

AIMS Mathematics, 2024, v. 9, n. 2, p. 3264, doi. 10.3934/math.2024159

By:

Iftikhar, Hasnain;
Khan, Murad;
Turpo-Chaparro, Josué E.;
Rodrigues, Paulo Canas;
López-Gonzales, Javier Linkolk

Publication type:

Article

Air quality assessment and pollution forecasting using artificial neural networks in Metropolitan Lima-Peru.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-03650-9

By:

Cordova, Chardin Hoyos;
Portocarrero, Manuel Niño Lopez;
Salas, Rodrigo;
Torres, Romina;
Rodrigues, Paulo Canas;
López-Gonzales, Javier Linkolk

Publication type:

Article

Clustering the World Currency Exchange Rates Using Hierarchical Methods Based on Dynamic Time Warping.

Published in:

Fluctuation & Noise Letters, 2022, v. 21, n. 1, p. 1, doi. 10.1142/S0219477522500018

By:

Pimentel, Jonatha Sousa;
Rodrigues, Paulo Canas

Publication type:

Article

Exponential Smoothing on Modeling and Forecasting Multiple Seasonal Time Series: An Overview.

Published in:

Fluctuation & Noise Letters, 2021, v. 20, n. 4, p. N.PAG, doi. 10.1142/S0219477521300032

By:

Sulandari, Winita;
Suhartono;
Subanar;
Rodrigues, Paulo Canas

Publication type:

Article

Non-Negative Time Series Reconstruction via Singular Spectrum Analysis: A Case Study of Precipitation Dynamics in Nigeria.

Published in:

Fluctuation & Noise Letters, 2020, v. 19, n. 4, p. N.PAG, doi. 10.1142/S0219477520500455

By:

Awe, Olushina Olawale;
Mahmoudvand, Rahim;
Rodrigues, Paulo Canas

Publication type:

Article

Prediction intervals for the vector singular spectrum analysis forecasting algorithm in a median‐based singular spectrum analysis.

Published in:

Computational & Mathematical Methods, 2021, v. 3, n. 1, p. 1, doi. 10.1002/cmm4.1080

By:

Mahmoudvand, Rahim;
Canas Rodrigues, Paulo

Publication type:

Article

Comparative Analysis of Activation Functions in Recurrent Neural Network: An Application to Indonesian Inflation Forecasting.

Published in:

Mathematical Modelling of Engineering Problems, 2025, v. 12, n. 3, p. 754, doi. 10.18280/mmep.120302

By:

Yotenka, Rahmadi;
Muhajir, Muhammad;
Hermansah;
Rodrigues, Paulo Canas

Publication type:

Article

Adaptation of Winter Wheat Cultivars to Different Environments: A Case Study in Poland.

Published in:

Agronomy, 2020, v. 10, n. 5, p. 632, doi. 10.3390/agronomy10050632

By:

Iwańska, Marzena;
Paderewski, Jakub;
Stępień, Michał;
Rodrigues, Paulo Canas

Publication type:

Article