Hugo Valadares Siqueira

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 30

Top Venues

LA-CCI

Sensors

IEEE Access

Eng. Appl. Artif. Intell.

University of Campinas, Brazil (PHD)

Education History

University of Campinas, Brazil

PHD

Publications

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 (2024)
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 (2024)
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 (2023)
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)
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) (2023)
Lenon Diniz Seixas, Fernanda Cristina Corrêa, Hugo Valadares Siqueira, Flavio Trojan, Paulo Afonso
Vehicle Industry Big Data Analysis Using Clustering Approaches. OL2A (2) (2023)
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 (2023)
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)
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) (2023)
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)
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)
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) (2022)
Rodrigo Cesar Lira, Mariana Macedo, Hugo Valadares Siqueira, Carmelo J. A. Bastos Filho
Boolean Binary Grey Wolf Optimizer. LA-CCI (2022)
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)
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)
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) (2021)
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)
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) (2021)
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)
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 (2021)
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) (2020)
José Jair A. Mendes Junior, Melissa L. B. 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 (2020)
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 (2020)
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 (2020)
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 (2020)
Lucas Medeiros Souza do Nascimento, Lucas Vacilotto Bonfati, Melissa L. B. Freitas, José Jair A. Mendes Junior, Hugo Valadares Siqueira, Sergio Luiz Stevan Jr.
Sensors and Systems for Physical Rehabilitation and Health Monitoring - A Review. Sensors 20 (15) (2020)
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 (2019)
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 (2018)
Hugo Valadares Siqueira, Levy Boccato, Ivette Luna, Christiano Lyra
Unorganized neural networks applied to streamflow forecasting of Passo Real hydroelectric plant. LA-CCI (2016)
Yara de Souza Tadano, Hugo Valadares Siqueira, Thiago Antonini Alves
Unorganized machines to predict hospital admissions for respiratory diseases. LA-CCI (2016)
Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra
Unorganized Machines for seasonal streamflow Series Forecasting. Int. J. Neural Syst. 24 (3) (2014)
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)
Hugo Valadares Siqueira, Levy Boccato, Romis Attux, Christiano Lyra Filho
Echo State Networks for Seasonal Streamflow Series Forecasting. IDEAL (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hugo Valadares Siqueira