Hugo Valadares Siqueira

According to our database, Hugo Valadares Siqueira authored at least 48 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multivariate and hybrid data-driven models to predict thermoelectric power plants fuel consumption.

Elias Amancio Siqueira-Filho, Maira Farias Andrade Lira, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho

Expert Syst. Appl., 2024

Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions.

Hai Tao, Sani Isah Abba, Ahmed M. Al-Areeq, Fredolin Tangang, Sandeep Samantaray, Abinash Sahoo, Hugo Valadares Siqueira, Saman Maroufpoor, Vahdettin Demir, Neeraj Dhanraj Bokde, Leonardo Goliatt, Mehdi Jamei, Iman Ahmadianfar, Suraj Kumar Bhagat, Bijay Halder, Tianli Guo, Daniel S. Helman, Mumtaz Ali, Sabaa Sattar, Zainab Al-Khafaji, Shamsuddin Shahid, Zaher Mundher Yaseen

Eng. Appl. Artif. Intell., 2024

2023

Neural Networks And Ensemble Based Architectures To Automatic Musical Harmonization: A Performance Comparison.

Lucas Francesco Piccioni Costa, Tathiana M. Barchi, Erikson Freitas de Morais, Andres E. Coca, Elder Schemberger, Marcella S. R. Martins, Hugo Valadares Siqueira

Appl. Artif. Intell., December, 2023

Surgical Instrument Signaling Gesture Recognition Using Surface Electromyography Signals.

Melissa La Banca Freitas, José Jair Alves Mendes Junior, Thiago Simões Dias, Hugo Valadares Siqueira, Sergio Luiz Stevan Jr.

Sensors, July, 2023

Correlation Analysis of In-Vehicle Sensors Data and Driver Signals in Identifying Driving and Driver Behaviors.

Lucas Vacilotto Bonfati, José Jair Alves Mendes Junior, Hugo Valadares Siqueira, Sergio Luiz Stevan Jr.

Sensors, 2023

Recursive linear models optimized by bioinspired metaheuristics to streamflow time series prediction.

Hugo Siqueira, Jonatas Trabuco Belotti, Levy Boccato, Ivette Luna, Romis Attux, Christiano Lyra

Int. Trans. Oper. Res., 2023

Climate Indices Impact in Monthly Streamflow Series Forecasting.

José Fernando de Toledo, Hugo Valadares Siqueira, Lucas Henrique Biuk, Rodrigo Sacchi, Rodrigo Da Rosa Azambuja, Roberto Asano Junior, Patricia Teixeira Leite Asano

IEEE Access, 2023

Bio-Inspired Multi-Objective Algorithms Applied on the Optimization of the AODV's Routing Recovery Mechanism.

Clodomir J. Santana Jr., Mariana Macedo, Emilly Pereira Alves, Márcio Guerreiro, Hugo Valadares Siqueira, Anuradha Gokhale, Carmelo J. A. Bastos Filho

IEEE Access, 2023

Integrating Reinforcement Learning and Optimization Task: Evaluating an Agent to Dynamically Select PSO Communication Topology.

Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho

Proceedings of the Advances in Swarm Intelligence - 14th International Conference, 2023

Vehicle Industry Big Data Analysis Using Clustering Approaches.

Lenon Diniz Seixas, Fernanda Cristina Corrêa, Hugo Valadares Siqueira, Flavio Trojan, Paulo Afonso

Proceedings of the Optimization, Learning Algorithms and Applications, 2023

Applying Reinforcement Learning to Combine Multiple Swarm-based Algorithms.

Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

Applying Reinforcement Learning for Multiple Functions in Swarm Intelligence.

André A. V. Escorel Ribeiro, Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022

Metaheuristics-Based Optimization of a Robust GAPID Adaptive Control Applied to a DC Motor-Driven Rotating Beam with Variable Load.

Fábio Galvão Borges, Márcio Guerreiro, Paulo Eduardo Sampaio Sampaio Monteiro, Frederic Conrad Janzen, Fernanda Cristina Corrêa, Sergio Luiz Stevan Jr., Hugo Valadares Siqueira, Mauricio dos Santos Kaster

Sensors, 2022

Hybrid Models Based on Error Correction to Predict Thermoelectric Power Plants Fuel Consumption.

Elias Amancio Siqueira-Filho, Maira Farias Andrade Lira, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho

Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022

Boolean Binary Grey Wolf Optimizer.

Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho

Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022

2021

Energy Consumption Forecasting for Smart Meters Using Extreme Learning Machine Ensemble.

Paulo S. G. de Mattos Neto, João F. L. de Oliveira, Priscilla Bassetto, Hugo Valadares Siqueira, Luciano Barbosa, Emilly Pereira Alves, Manoel Henrique da Nobrega Marinho, Guilherme Ferretti Rissi, Fu Li

Sensors, 2021

An adaptive hybrid system using deep learning for wind speed forecasting.

Paulo S. G. de Mattos Neto, João F. L. de Oliveira, Domingos S. de O. Junior, Hugo Valadares Siqueira, Manoel Henrique da Nobrega Marinho, Francisco Madeiro

Inf. Sci., 2021

Simplified binary cat swarm optimization.

Hugo Siqueira, Clodomir J. Santana Jr., Mariana Macedo, Elliackin M. N. Figueiredo, Anuradha Gokhale, Carmelo J. A. Bastos Filho

Integr. Comput. Aided Eng., 2021

Analysis of Bayesian Network Learning Techniques for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm: a case study on MNK Landscape.

Marcella S. R. Martins, Mohamed El Yafrani, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Hugo Valadares Siqueira, Huseyin Gokhan Akcay, Belaïd Ahiod

J. Heuristics, 2021

Neural-Based Ensembles for Particulate Matter Forecasting.

Paulo S. G. de Mattos Neto, Paulo Renato A. Firmino, Hugo Siqueira, Yara de Souza Tadano, Thiago Antonini Alves, João Fausto Lorenzato de Oliveira, Manoel Henrique da Nobrega Marinho, Francisco Madeiro

IEEE Access, 2021

Overview on Binary Optimization Using Swarm-Inspired Algorithms.

Mariana Macedo, Hugo Siqueira, Elliackin M. N. Figueiredo, Clodomir J. Santana Jr., Rodrigo C. Lira, Anu Gokhale, Carmelo J. A. Bastos Filho

IEEE Access, 2021

Performance comparison of machine learning models for streamflow forecasting.

José Fernando de Toledo, Patrícia Teixeira Leite Assano, Hugo Valadares Siqueira, Rodrigo Sacchi

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

Modelling the Social Interactions in Grey Wolf Optimizer.

Rodrigo C. Lira, Mariana Macedo, Hugo Valadares Siqueira, Ronaldo Menezes, Carmelo J. A. Bastos Filho

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

A Hybrid Model With Error Correction for Wind Speed Forecasting.

Tathiana M. Barchi, Lucas Francesco Piccioni Costa, Erickson Diogo Pereira Puchta, Marcella S. R. Martins, Mauren Louise Sguario C. Andrade, Paulo S. G. de Mattos Neto, Hugo Valadares Siqueira

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021

2020

Optimization Tools Based on Metaheuristics for Performance Enhancement in a Gaussian Adaptive PID Controller.

Erickson Diogo Pereira Puchta, Hugo Valadares Siqueira, Mauricio dos Santos Kaster

IEEE Trans. Cybern., 2020

Sensors and Systems for Physical Rehabilitation and Health Monitoring - A Review.

Lucas Medeiros Souza do Nascimento, Lucas Vacilotto Bonfati, Melissa La Banca Freitas, José Jair Alves Mendes Junior, Hugo Valadares Siqueira, Sergio Luiz Stevan Jr.

Sensors, 2020

Ensemble method based on Artificial Neural Networks to estimate air pollution health risks.

Lilian N. Araujo, Jonatas Trabuco Belotti, Thiago Antonini Alves, Yara de Souza Tadano, Hugo Siqueira

Environ. Model. Softw., 2020

Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting.

Victor Henrique Alves Ribeiro, Gilberto Reynoso-Meza, Hugo Valadares Siqueira

Eng. Appl. Artif. Intell., 2020

Feature selection and dimensionality reduction: An extensive comparison in hand gesture classification by sEMG in eight channels armband approach.

José Jair Alves Mendes Junior, Melissa La Banca Freitas, Hugo Valadares Siqueira, André Eugênio Lazzaretti, Sérgio Francisco Pichorim, Sergio Luiz Stevan Jr.

Biomed. Signal Process. Control., 2020

Convolutional Neural Network to Detect and Measure Fetal Skull Circumference in Ultrasound Imaging.

Everton Leonardo Skeika, Mathias Rodrigues Da Luz, Bruno José Torres Fernandes, Hugo Valadares Siqueira, Mauren Louise Sguario C. Andrade

IEEE Access, 2020

A Hybrid Nonlinear Combination System for Monthly Wind Speed Forecasting.

Paulo S. G. de Mattos Neto, João Fausto Lorenzato de Oliveira, Domingos S. de O. Junior, Hugo Valadares Siqueira, Manoel Henrique da Nobrega Marinho, Francisco Madeiro

IEEE Access, 2020

Sunspot behavior forecast using neural networks approaches.

Sthefanie Monica Premebida, Denise Pechebovicz, Thiago Camargo, Henrique Nazário, Vinicios Soares, Virgínia H. V. Baroncini, Erikson Freitas de Morais, Hugo Siqueira, Diego Oliva, Marcella S. R. Martins

Proceedings of the 2020 IEEE International Conference on Industrial Technology, 2020

2019

A novel binary artificial bee colony algorithm.

Clodomir J. Santana Jr., Mariana Macedo, Hugo Siqueira, Anu Gokhale, Carmelo J. A. Bastos Filho

Future Gener. Comput. Syst., 2019

Swarm intelligence for clustering - A systematic review with new perspectives on data mining.

Elliackin M. N. Figueiredo, Mariana Macedo, Hugo Valadares Siqueira, Clodomir J. Santana Jr., Anu Gokhale, Carmelo J. A. Bastos Filho

Eng. Appl. Artif. Intell., 2019

Investigation of College Dropout with the Fuzzy C-Means Algorithm.

Mariana Macedo, Clodomir J. Santana Jr., Hugo Siqueira, Rodrigo L. Rodrigues, Jorge Luis Cavalcanti Ramos, João Carlos Sedraz Silva, Alexandre Magno Andrade Maciel, Carmelo J. A. Bastos Filho

Proceedings of the 19th IEEE International Conference on Advanced Learning Technologies, 2019

SBFSS: Simplified Binary Fish School Search.

Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho, Mariana Macedo, Hugo Siqueira

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Performance analysis of unorganized machines in streamflow forecasting of Brazilian plants.

Hugo Valadares Siqueira, Levy Boccato, Ivette Luna, Romis Attux, Christiano Lyra

Appl. Soft Comput., 2018

Boolean Binary Cat Swarm Optimization Algorithm.

Hugo Siqueira, Elliackin M. N. Figueiredo, Mariana Macedo, Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho, Anu A. Gokhale

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018

Hyper-Heuristics Using Genetic Programming to Time Series Forecasting.

Mariana Macedo, Carlos Henrique Macedo dos Santos, Eronita Maria Luizines Van Leijden, João Fausto Lorenzato de Oliveira, Fernando Buarque de Lima Neto, Hugo Siqueira

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018

Seasonal Streamflow Series Forecasting Using Recurrent Neural Networks.

Jonatas Trabuco Belotti, Lilian N. A. Lazzarin, Fábio Luiz Usberti, Hugo Siqueira

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2018

Double-Swarm Binary Particle Swarm Optimization.

Hugo Siqueira, Elliackin M. N. Figueiredo, Mariana Macedo, Clodomir J. Santana Jr., Pedro B. Santos, Carmelo J. A. Bastos Filho, Anu A. Gokhale

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Application of PSO-based clustering algorithms on educational databases.

Pedro B. Santos, Mariana Macedo, Elliackin M. N. Figueiredo, Clodomir J. Santana Jr., Fabiana Soares, Hugo Siqueira, Alexandre Magno Andrade Maciel, Anuradha Gokhale, Carmelo J. A. Bastos Filho

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017

2016

Unorganized machines to predict hospital admissions for respiratory diseases.

Yara de Souza Tadano, Hugo Valadares Siqueira, Thiago Antonini Alves

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016

Unorganized neural networks applied to streamflow forecasting of Passo Real hydroelectric plant.

Hugo Valadares Siqueira, Levy Boccato, Ivette Luna, Christiano Lyra

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016

2014

Unorganized Machines for seasonal streamflow Series Forecasting.

Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra

Int. J. Neural Syst., 2014

2013

Unorganized machines to seasonal streamflow series forecasting.

Hugo Valadares Siqueira

PhD thesis, 2013

2012

Echo State Networks for Seasonal Streamflow Series Forecasting.

Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra Filho

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Echo State Networks and Extreme Learning Machines: A Comparative Study on Seasonal Streamflow Series Prediction.

Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra

Proceedings of the Neural Information Processing - 19th International Conference, 2012