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ORCIDHugo Valadares Siqueira
Person information
- affiliation: Federal University of Technology - Paraná, Department of Electric Engineering, Ponta Grossa, Brazil
- affiliation (PhD 2013): University of Campinas, DENSIS, Brazil
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2020 – today
- 2024
[j26]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:
Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions. Eng. Appl. Artif. Intell. 129: 107559 (2024)- [j25]Elias Amancio Siqueira-Filho, Maira Farias Andrade Lira, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Multivariate and hybrid data-driven models to predict thermoelectric power plants fuel consumption. Expert Syst. Appl. 252: 124219 (2024) - 2023
- [j24]Lucas Francesco Piccioni Costa, Tathiana M. Barchi, Erikson Freitas de Morais, Andres E. Coca, Elder Schemberger, Marcella S. R. Martins, Hugo Valadares Siqueira:
Neural Networks And Ensemble Based Architectures To Automatic Musical Harmonization: A Performance Comparison. Appl. Artif. Intell. 37(1) (2023) - [j23]José Fernando de Toledo, Hugo Valadares Siqueira, Lucas Henrique Biuk, Rodrigo Sacchi, Rodrigo Da Rosa Azambuja, Roberto Asano Junior, Patricia Teixeira Leite Asano:
Climate Indices Impact in Monthly Streamflow Series Forecasting. IEEE Access 11: 21451-21464 (2023) - [j22]Clodomir J. Santana Jr., Mariana Macedo, Emilly Pereira Alves, Márcio Guerreiro, Hugo Valadares Siqueira, Anuradha Gokhale, Carmelo J. A. Bastos Filho:
Bio-Inspired Multi-Objective Algorithms Applied on the Optimization of the AODV's Routing Recovery Mechanism. IEEE Access 11: 116480-116496 (2023) - [j21]Hugo Siqueira, Jonatas Trabuco Belotti, Levy Boccato, Ivette Luna, Romis Attux, Christiano Lyra:
Recursive linear models optimized by bioinspired metaheuristics to streamflow time series prediction. Int. Trans. Oper. Res. 30(2): 742-773 (2023) - [j20]Lucas Vacilotto Bonfati, José Jair Alves Mendes Junior, Hugo Valadares Siqueira, Sergio Luiz Stevan Jr.:
Correlation Analysis of In-Vehicle Sensors Data and Driver Signals in Identifying Driving and Driver Behaviors. Sensors 23(1): 263 (2023) - [j19]Melissa La Banca Freitas, José Jair Alves Mendes Junior, Thiago Simões Dias, Hugo Valadares Siqueira, Sergio Luiz Stevan Jr.:
Surgical Instrument Signaling Gesture Recognition Using Surface Electromyography Signals. Sensors 23(13): 6233 (2023) - [c21]André A. V. Escorel Ribeiro, Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Applying Reinforcement Learning for Multiple Functions in Swarm Intelligence. BRACIS (2) 2023: 197-212 - [c20]Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Applying Reinforcement Learning to Combine Multiple Swarm-based Algorithms. LA-CCI 2023: 1-6 - [c19]Lenon Diniz Seixas, Fernanda Cristina Corrêa, Hugo Valadares Siqueira, Flavio Trojan, Paulo Afonso:
Vehicle Industry Big Data Analysis Using Clustering Approaches. OL2A (2) 2023: 312-325 - [c18]Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Integrating Reinforcement Learning and Optimization Task: Evaluating an Agent to Dynamically Select PSO Communication Topology. ICSI (2) 2023: 38-48 - 2022
- [j18]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:
Metaheuristics-Based Optimization of a Robust GAPID Adaptive Control Applied to a DC Motor-Driven Rotating Beam with Variable Load. Sensors 22(16): 6094 (2022) - [c17]Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Boolean Binary Grey Wolf Optimizer. LA-CCI 2022: 1-6 - [c16]Elias Amancio Siqueira-Filho, Maira Farias Andrade Lira, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho:
Hybrid Models Based on Error Correction to Predict Thermoelectric Power Plants Fuel Consumption. LA-CCI 2022: 1-6 - 2021
- [j17]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:
Neural-Based Ensembles for Particulate Matter Forecasting. IEEE Access 9: 14470-14490 (2021) - [j16]Mariana Macedo, Hugo Siqueira, Elliackin M. N. Figueiredo, Clodomir J. Santana Jr., Rodrigo C. Lira, Anu Gokhale, Carmelo J. A. Bastos Filho:
Overview on Binary Optimization Using Swarm-Inspired Algorithms. IEEE Access 9: 149814-149858 (2021) - [j15]Marcella S. R. Martins, Mohamed El Yafrani, Myriam Regattieri Delgado, Ricardo Lüders, Roberto Santana, Hugo Valadares Siqueira, Huseyin Gokhan Akcay, Belaïd Ahiod:
Analysis of Bayesian Network Learning Techniques for a Hybrid Multi-objective Bayesian Estimation of Distribution Algorithm: a case study on MNK Landscape. J. Heuristics 27(4): 549-573 (2021) - [j14]Hugo Siqueira, Clodomir J. Santana Jr., Mariana Macedo, Elliackin M. N. Figueiredo, Anuradha Gokhale, Carmelo J. A. Bastos Filho:
Simplified binary cat swarm optimization. Integr. Comput. Aided Eng. 28(1): 35-50 (2021) - [j13]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:
An adaptive hybrid system using deep learning for wind speed forecasting. Inf. Sci. 581: 495-514 (2021) - [j12]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:
Energy Consumption Forecasting for Smart Meters Using Extreme Learning Machine Ensemble. Sensors 21(23): 8096 (2021) - [c15]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:
A Hybrid Model With Error Correction for Wind Speed Forecasting. LA-CCI 2021: 1-6 - [c14]Rodrigo C. Lira, Mariana Macedo, Hugo Valadares Siqueira, Ronaldo Menezes, Carmelo J. A. Bastos Filho:
Modelling the Social Interactions in Grey Wolf Optimizer. LA-CCI 2021: 1-6 - [c13]José Fernando de Toledo, Patrícia Teixeira Leite Assano, Hugo Valadares Siqueira, Rodrigo Sacchi:
Performance comparison of machine learning models for streamflow forecasting. LA-CCI 2021: 1-6 - 2020
- [j11]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:
A Hybrid Nonlinear Combination System for Monthly Wind Speed Forecasting. IEEE Access 8: 191365-191377 (2020) - [j10]Everton Leonardo Skeika, Mathias Rodrigues Da Luz, Bruno José Torres Fernandes, Hugo Valadares Siqueira, Mauren Louise Sguario C. Andrade:
Convolutional Neural Network to Detect and Measure Fetal Skull Circumference in Ultrasound Imaging. IEEE Access 8: 191519-191529 (2020) - [j9]José Jair Alves Mendes Junior, Melissa La Banca Freitas, Hugo Valadares Siqueira, André Eugênio Lazzaretti, Sérgio Francisco Pichorim, Sergio Luiz Stevan Jr.:
Feature selection and dimensionality reduction: An extensive comparison in hand gesture classification by sEMG in eight channels armband approach. Biomed. Signal Process. Control. 59: 101920 (2020) - [j8]Victor Henrique Alves Ribeiro, Gilberto Reynoso-Meza, Hugo Valadares Siqueira:
Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting. Eng. Appl. Artif. Intell. 95: 103910 (2020) - [j7]Lilian N. Araujo, Jonatas Trabuco Belotti, Thiago Antonini Alves, Yara de Souza Tadano, Hugo Siqueira:
Ensemble method based on Artificial Neural Networks to estimate air pollution health risks. Environ. Model. Softw. 123 (2020) - [j6]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 and Systems for Physical Rehabilitation and Health Monitoring - A Review. Sensors 20(15): 4063 (2020) - [j5]Erickson Diogo Pereira Puchta, Hugo Valadares Siqueira, Mauricio dos Santos Kaster:
Optimization Tools Based on Metaheuristics for Performance Enhancement in a Gaussian Adaptive PID Controller. IEEE Trans. Cybern. 50(3): 1185-1194 (2020) - [c12]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:
Sunspot behavior forecast using neural networks approaches. ICIT 2020: 696-700
2010 – 2019
- 2019
- [j4]Elliackin M. N. Figueiredo, Mariana Macedo, Hugo Valadares Siqueira, Clodomir J. Santana Jr., Anu Gokhale, Carmelo J. A. Bastos Filho:
Swarm intelligence for clustering - A systematic review with new perspectives on data mining. Eng. Appl. Artif. Intell. 82: 313-329 (2019) - [j3]Clodomir J. Santana Jr., Mariana Macedo, Hugo Siqueira, Anu Gokhale, Carmelo J. A. Bastos Filho:
A novel binary artificial bee colony algorithm. Future Gener. Comput. Syst. 98: 180-196 (2019) - [c11]Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho, Mariana Macedo, Hugo Siqueira:
SBFSS: Simplified Binary Fish School Search. CEC 2019: 2595-2602 - [c10]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:
Investigation of College Dropout with the Fuzzy C-Means Algorithm. ICALT 2019: 187-189 - 2018
- [j2]Hugo Valadares Siqueira, Levy Boccato, Ivette Luna, Romis Attux, Christiano Lyra:
Performance analysis of unorganized machines in streamflow forecasting of Brazilian plants. Appl. Soft Comput. 68: 494-506 (2018) - [c9]Hugo Siqueira, Elliackin M. N. Figueiredo, Mariana Macedo, Clodomir J. Santana Jr., Pedro B. Santos, Carmelo J. A. Bastos Filho, Anu A. Gokhale:
Double-Swarm Binary Particle Swarm Optimization. CEC 2018: 1-8 - [c8]Jonatas Trabuco Belotti, Lilian N. A. Lazzarin, Fábio Luiz Usberti, Hugo Siqueira:
Seasonal Streamflow Series Forecasting Using Recurrent Neural Networks. LA-CCI 2018: 1-6 - [c7]Mariana Macedo, Carlos Henrique Macedo dos Santos, Eronita Maria Luizines Van Leijden, João Fausto Lorenzato de Oliveira, Fernando Buarque de Lima Neto, Hugo Siqueira:
Hyper-Heuristics Using Genetic Programming to Time Series Forecasting. LA-CCI 2018: 1-6 - [c6]Hugo Siqueira, Elliackin M. N. Figueiredo, Mariana Macedo, Clodomir J. Santana Jr., Carmelo J. A. Bastos Filho, Anu A. Gokhale:
Boolean Binary Cat Swarm Optimization Algorithm. LA-CCI 2018: 1-6 - 2017
- [c5]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:
Application of PSO-based clustering algorithms on educational databases. LA-CCI 2017: 1-6 - 2016
- [c4]Hugo Valadares Siqueira, Levy Boccato, Ivette Luna, Christiano Lyra:
Unorganized neural networks applied to streamflow forecasting of Passo Real hydroelectric plant. LA-CCI 2016: 1-6 - [c3]Yara de Souza Tadano, Hugo Valadares Siqueira, Thiago Antonini Alves:
Unorganized machines to predict hospital admissions for respiratory diseases. LA-CCI 2016: 1-6 - 2014
- [j1]Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra:
Unorganized Machines for seasonal streamflow Series Forecasting. Int. J. Neural Syst. 24(3) (2014) - 2013
- [b1]Hugo Valadares Siqueira:
Unorganized machines to seasonal streamflow series forecasting. University of Campinas, Brazil, 2013 - 2012
- [c2]Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra:
Echo State Networks and Extreme Learning Machines: A Comparative Study on Seasonal Streamflow Series Prediction. ICONIP (2) 2012: 491-500 - [c1]Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra Filho:
Echo State Networks for Seasonal Streamflow Series Forecasting. IDEAL 2012: 226-236
Coauthor Index
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