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2020 – today
- 2024
[j78]Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, Sinvaldo Rodrigues Moreno, Cristiane Canton, José Henrique Kleinübing Larcher, Stéfano Frizzo Stefenon
, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Variational mode decomposition and bagging extreme learning machine with multi-objective optimization for wind power forecasting. Appl. Intell. 54(4): 3119-3134 (2024)- [j77]Lucas de Azevedo Takara, André Alves Portela Santos, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Deep reinforcement learning applied to a sparse-reward trading environment with intraday data. Expert Syst. Appl. 238(Part C): 121897 (2024) - [j76]José Henrique Kleinübing Larcher, Stéfano Frizzo Stefenon, Leandro dos Santos Coelho, Viviana Cocco Mariani:
Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models. Expert Syst. Appl. 255: 124856 (2024) - [j75]Anne Carolina Rodrigues Klaar, Laio Oriel Seman, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Random Convolutional Kernel Transform with Empirical Mode Decomposition for Classification of Insulators from Power Grid. Sensors 24(4): 1113 (2024) - 2023
- [j74]Luiza Scapinello Aquino da Silva, Yan Lieven Souza Lúcio, Leandro dos Santos Coelho, Viviana Cocco Mariani, Ravipudi Venkata Rao:
A comprehensive review on Jaya optimization algorithm. Artif. Intell. Rev. 56(5): 4329-4361 (2023) - [j73]Laio Oriel Seman, Cezar Antônio Rigo, Eduardo Camponogara, Eduardo Augusto Bezerra, Leandro dos Santos Coelho:
Explainable column-generation-based genetic algorithm for knapsack-like energy aware nanosatellite task scheduling. Appl. Soft Comput. 144: 110475 (2023) - [j72]Alan Naoto Tabata, Alessandro Zimmer, Leandro dos Santos Coelho, Viviana Cocco Mariani:
Analyzing CARLA 's performance for 2D object detection and monocular depth estimation based on deep learning approaches. Expert Syst. Appl. 227: 120200 (2023) - [j71]Allan Christian Krainski Ferrari, Gideon Villar Leandro, Leandro dos Santos Coelho, Myriam Regattieri de Biase da Silva Delgado:
Rat swarm optimizer adjusted by fuzzy inference system. J. Intell. Fuzzy Syst. 44(3): 3927-3942 (2023) - [j70]André Armstrong Janino Cizotto, Rodrigo Clemente Thom de Souza, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Web pages from mockup design based on convolutional neural network and class activation mapping. Multim. Tools Appl. 82(25): 38771-38797 (2023) - [j69]Anne Carolina Rodrigues Klaar, Stéfano Frizzo Stefenon, Laio Oriel Seman, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Optimized EWT-Seq2Seq-LSTM with Attention Mechanism to Insulators Fault Prediction. Sensors 23(6): 3202 (2023) - [j68]Andressa Borré, Laio Oriel Seman, Eduardo Camponogara, Stéfano Frizzo Stefenon, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Machine Fault Detection Using a Hybrid CNN-LSTM Attention-Based Model. Sensors 23(9): 4512 (2023) - [j67]Stéfano Frizzo Stefenon, Laio Oriel Seman, Nemesio Fava Sopelsa Neto, Luiz Henrique Meyer, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Group Method of Data Handling Using Christiano-Fitzgerald Random Walk Filter for Insulator Fault Prediction. Sensors 23(13): 6118 (2023) - [j66]Guilherme Augusto Silva Surek, Laio Oriel Seman, Stéfano Frizzo Stefenon, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Video-Based Human Activity Recognition Using Deep Learning Approaches. Sensors 23(14): 6384 (2023) - [j65]Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, José Henrique Kleinübing Larcher, Andre Mendes, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Decoding Electroencephalography Signal Response by Stacking Ensemble Learning and Adaptive Differential Evolution. Sensors 23(16): 7049 (2023) - [c101]Yan Lieven Souza Lúcio, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Multi-Objective Grouped Grey Wolf Optimization of PID Controllers Applied to a Water Treatment Plant Model. CEC 2023: 1-8 - [c100]Yan Lieven Souza Lúcio, Luiza Scapinello Aquino da Silva, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Manta Ray Foraging Optimization Approaches on Multivariable PID Controller Tuning. CEC 2023: 1-8 - [i8]Bruno Machado Pacheco, Laio Oriel Seman, Cezar Antônio Rigo, Eduardo Camponogara, Eduardo Augusto Bezerra, Leandro dos Santos Coelho:
A Graph Neural Network Approach to Nanosatellite Task Scheduling: Insights into Learning Mixed-Integer Models. CoRR abs/2303.13773 (2023) - 2022
- [j64]Luciano Ferreira da Cruz, Flavia B. Pinto, Lucas Camilotti, Ângelo Márcio Oliveira Sant'Anna, Roberto Zanetti Freire, Leandro dos Santos Coelho:
Improved multiobjective differential evolution with spherical pruning algorithm for optimizing 3D printing technology parametrization process. Ann. Oper. Res. 319(2): 1565-1587 (2022) - [j63]Márcia de Fátima Morais, Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Discrete differential evolution metaheuristics for permutation flow shop scheduling problems. Comput. Ind. Eng. 166: 107956 (2022) - [j62]João Guilherme Sauer, Viviana Cocco Mariani, Leandro dos Santos Coelho, Matheus Henrique Dal Molin Ribeiro, Mirco Rampazzo:
Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings. Evol. Syst. 13(4): 577-588 (2022) - [j61]Huawei Tong, Yun Zhu, Juliano Pierezan, Youyun Xu, Leandro dos Santos Coelho:
Chaotic Coyote Optimization Algorithm. J. Ambient Intell. Humaniz. Comput. 13(5): 2807-2827 (2022) - [j60]Allan Christian Krainski Ferrari, Carlos Alexandre Gouvea da Silva, Cristiano Osinski, Douglas Antonio Firmino Pelacini, Gideon Villar Leandro, Leandro dos Santos Coelho:
Tuning of control parameters of the Whale Optimization Algorithm using fuzzy inference system. J. Intell. Fuzzy Syst. 42(4): 3051-3066 (2022) - [c99]Matheus Henrique Dal Molin Ribeiro, Sinvaldo Rodrigues Moreno, Ramon Gomes da Silva, José Henrique Kleinübing Larcher, Cristiane Canton, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Wind power forecasting based on bagging extreme learning machine ensemble model. ESANN 2022 - [c98]Luiz Felipe Manke, Leandro dos Santos Coelho:
Metaheuristics Applied to Pattern-Based Portuguese Relation Extraction. ICHSA 2022: 149-158 - [i7]Hamed Yazdanpanah, Augusto C. M. Silva, Murilo Guedes, Hugo M. P. Morales, Leandro dos Santos Coelho, Fernando G. Moro:
Clinical Deterioration Prediction in Brazilian Hospitals Based on Artificial Neural Networks and Tree Decision Models. CoRR abs/2212.08975 (2022) - 2021
- [j59]Stéfano Frizzo Stefenon, Matheus Henrique Dal Molin Ribeiro, Ademir Nied, Viviana Cocco Mariani, Leandro dos Santos Coelho, Valderi Reis Quietinho Leithardt, Luis Augusto Silva, Laio Oriel Seman:
Hybrid Wavelet Stacking Ensemble Model for Insulators Contamination Forecasting. IEEE Access 9: 66387-66397 (2021) - [j58]Gabriel Trierweiler Ribeiro, André Alves Portela Santos, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Novel hybrid model based on echo state neural network applied to the prediction of stock price return volatility. Expert Syst. Appl. 184: 115490 (2021) - [j57]Carlos Eduardo da Silva Santos, Renato Coral Sampaio, Leandro dos Santos Coelho, Guillermo Alvarez Bestard, Carlos Humberto Llanos Quintero:
Multi-objective adaptive differential evolution for SVM/SVR hyperparameters selection. Pattern Recognit. 110: 107649 (2021) - [j56]José Márcio Fachin, Gilberto Reynoso-Meza, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Self-adaptive differential evolution applied to combustion engine calibration. Soft Comput. 25(1): 109-135 (2021) - [c97]Arthur Beltrame Canciglieri, Tainá da Rocha, Anderson Luis Szejka, Leandro dos Santos Coelho, Osíris Canciglieri Júnior:
Real-Time Machine Learning Automation Applied to Failure Prediction in Automakers Supplier Manufacturing System. APMS (1) 2021: 303-310 - [c96]José Henrique Kleinübing Larcher, Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, Leandro dos Santos Coelho, Viviana Cocco Mariani:
Forecasting COVID-19 pandemic using an echo state neural network-based framework. IJCNN 2021: 1-8 - [c95]Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, José Henrique Kleinübing Larcher, José Donizetti de Lima, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Seasonal-trend and multiobjective ensemble learning model for water consumption forecasting. IJCNN 2021: 1-8 - [c94]Iron Tessaro, Roberto Zanetti Freire, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Space and Time Efficiency Analysis of Data-Driven Methods Applied to Embedded Systems. SSCI 2021: 1-8 - 2020
- [j55]Matheus Henrique Dal Molin Ribeiro, Leandro dos Santos Coelho:
Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series. Appl. Soft Comput. 86 (2020) - [j54]Helon Vicente Hultmann Ayala, Didace Habineza, Micky Rakotondrabe, Leandro dos Santos Coelho:
Nonlinear black-box system identification through coevolutionary algorithms and radial basis function artificial neural networks. Appl. Soft Comput. 87: 105990 (2020) - [j53]Amit Kumar Ball, Shibendu Shekhar Roy, Dakshina Ranjan Kisku, Naresh Chandra Murmu, Leandro dos Santos Coelho:
Optimization of drop ejection frequency in EHD inkjet printing system using an improved Firefly Algorithm. Appl. Soft Comput. 94: 106438 (2020) - [j52]Matheus Henrique Dal Molin Ribeiro, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Multi-step ahead meningitis case forecasting based on decomposition and multi-objective optimization methods. J. Biomed. Informatics 111: 103575 (2020) - [j51]Allan Christian Krainski Ferrari, Leandro dos Santos Coelho, Gideon Villar Leandro, Cristiano Osinski, Carlos Alexandre Gouvea da Silva:
Meta-heuristic inspired by the behavior of the humpback whale tuned by a fuzzy inference system. J. Intell. Fuzzy Syst. 39(5): 7993-8000 (2020) - [j50]Rodrigo Clemente Thom de Souza, Camila Andrade de Macedo, Leandro dos Santos Coelho, Juliano Pierezan, Viviana Cocco Mariani:
Binary coyote optimization algorithm for feature selection. Pattern Recognit. 107: 107470 (2020) - [j49]Helon Vicente Hultmann Ayala, Marcos Cesar Gritti, Leandro dos Santos Coelho:
An R library for nonlinear black-box system identification. SoftwareX 11: 100495 (2020) - [j48]Paulo Paneque Galuzio, Emerson Hochsteiner de Vasconcelos Segundo, Leandro dos Santos Coelho, Viviana Cocco Mariani:
MOBOpt - multi-objective Bayesian optimization. SoftwareX 12: 100520 (2020) - [c93]Andre Mendes, Julian Togelius, Leandro dos Santos Coelho:
Multi-Stage Transfer Learning with an Application to Selection Process. ECAI 2020: 1770-1777 - [c92]Andre Mendes, Julian Togelius, Leandro dos Santos Coelho:
Adversarial Encoder-Multi-Task-Decoder for Multi-Stage Processes. ICPR 2020: 763-770 - [c91]Tainá da Rocha, Arthur Beltrame Canciglieri, Anderson Luis Szejka, Leandro dos Santos Coelho, Osíris Canciglieri Júnior:
Towards a Machine Learning Failure Prediction System Applied to a Smart Manufacturing Process. PLM 2020: 26-35 - [c90]Naylene Fraccanabbia, Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, Sinvaldo Rodrigues Moreno, Leandro dos Santos Coelho, Viviana Cocco Mariani:
Solar Power Forecasting Based on Ensemble Learning Methods. IJCNN 2020: 1-7 - [c89]Andre Mendes, Julian Togelius, Leandro dos Santos Coelho:
Unified Multi-Domain Learning and Data Imputation using Adversarial Autoencoder. IJCNN 2020: 1-8 - [c88]Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, Cristiane Canton, Naylene Fraccanabbia, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Electricity energy price forecasting based on hybrid multi-stage heterogeneous ensemble: Brazilian commercial and residential cases. IJCNN 2020: 1-8 - [c87]Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, Naylene Fraccanabbia, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Multi-step ahead Bitcoin Price Forecasting Based on VMD and Ensemble Learning Methods. IJCNN 2020: 1-8 - [c86]Andre Mendes, Julian Togelius, Leandro dos Santos Coelho:
Adversarial Autoencoder and Multi-Task Semi-Supervised Learning for Multi-stage Process. PAKDD (2) 2020: 3-16 - [i6]Andre Mendes, Julian Togelius, Leandro dos Santos Coelho:
Adversarial Encoder-Multi-Task-Decoder for Multi-Stage Processes. CoRR abs/2003.06899 (2020) - [i5]Andre Mendes, Julian Togelius, Leandro dos Santos Coelho:
Unified Multi-Domain Learning and Data Imputation using Adversarial Autoencoder. CoRR abs/2003.07779 (2020) - [i4]Andre Mendes, Julian Togelius, Leandro dos Santos Coelho:
Multi-Stage Transfer Learning with an Application to Selection Process. CoRR abs/2006.01276 (2020) - [i3]Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Short-term forecasting of Amazon rainforest fires based on ensemble decomposition model. CoRR abs/2007.07979 (2020) - [i2]Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables. CoRR abs/2007.10981 (2020) - [i1]Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil. CoRR abs/2007.12261 (2020)
2010 – 2019
- 2019
- [j47]Ricardo de Almeida, Maria Teresinha Arns Steiner, Leandro dos Santos Coelho, Cláudia Aparecida Cavalheiro Francisco, Pedro José Steiner Neto:
A case study on environmental sustainability: A study of the trophic changes in fish species as a result of the damming of rivers through clustering analysis. Comput. Ind. Eng. 135: 1239-1252 (2019) - [j46]Gabriel Trierweiler Ribeiro, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Enhanced ensemble structures using wavelet neural networks applied to short-term load forecasting. Eng. Appl. Artif. Intell. 82: 272-281 (2019) - [j45]Alireza Askarzadeh, Meysam Montazeri, Leandro dos Santos Coelho:
A modified harmony search algorithm applied to capacitor placement of radial distribution networks considering voltage stability index. Int. J. Bio Inspired Comput. 13(3): 189-198 (2019) - [j44]Camilo Sánchez-Ferreira, Leandro dos Santos Coelho, Helon V. H. Ayala, Mylène C. Q. Farias, Carlos H. Llanos:
Bio-inspired optimization algorithms for real underwater image restoration. Signal Process. Image Commun. 77: 49-65 (2019) - [c85]Pedro H. L. S. P. Domingues, Roberto Zanetti Freire, Leandro dos Santos Coelho, Helon V. H. Ayala:
Bio-Inspired Multiojective Tuning of PID-Controlled Antilock Braking Systems. CEC 2019: 888-895 - [c84]F. P. Da Costa, Pedro H. L. S. P. Domingues, Roberto Zanetti Freire, Leandro dos Santos Coelho, Ali Reza Tavakolpour-Saleh, Helon V. H. Ayala:
Genetic Algorithm for Topology Optimization of an Artificial Neural Network Applied to Aircraft Turbojet Engine Identification. CEC 2019: 1095-1101 - [c83]Matheus Henrique Dal Molin Ribeiro, Victor Henrique Alves Ribeiro, Gilberto Reynoso-Meza, Leandro dos Santos Coelho:
Multi-Objective Ensemble Model for Short-Term Price Forecasting in Corn Price Time Series. IJCNN 2019: 1-8 - 2018
- [j43]Gai-Ge Wang, Suash Deb, Leandro dos Santos Coelho:
Earthworm optimisation algorithm: a bio-inspired metaheuristic algorithm for global optimisation problems. Int. J. Bio Inspired Comput. 12(1): 1-22 (2018) - [c82]Helon Vicente Hultmann Ayala, Micky Rakotondrabe, Leandro dos Santos Coelho:
Modeling of a 2-DOF Piezoelectric Micromanipulator at High Frequency Rates through Nonlinear Black-box System Identification. ACC 2018: 4354-4359 - [c81]Juliano Pierezan, Leandro dos Santos Coelho:
Coyote Optimization Algorithm: A New Metaheuristic for Global Optimization Problems. CEC 2018: 1-8 - [c80]Rodrigo Clemente Thom de Souza, Leandro dos Santos Coelho, Camila Andrade de Macedo, Juliano Pierezan:
A V-Shaped Binary Crow Search Algorithm for Feature Selection. CEC 2018: 1-8 - [c79]Carlos Eduardo Klein, Leandro dos Santos Coelho:
Meerkats-inspired Algorithm for Global Optimization Problems. ESANN 2018 - [c78]Carlos Eduardo Klein, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Cheetah Based Optimization Algorithm: A Novel Swarm Intelligence Paradigm. ESANN 2018 - [c77]Joao Victor Bruneti Severino, Alessandro Zimmer, Leandro dos Santos Coelho, Roberto Zanetti Freire:
Radar Based Pedestrian Detection using Support Vector Machine and the Micro Doppler Effect. ESANN 2018 - [c76]Leandro dos Santos Coelho, Juliano Pierezan, Nelson Jhoe Batistela, Jean Vianei Leite, Sotirios K. Goudos:
Multiobjective lightining search applied to Jiles-Atherton hysteresis model parameter estimation. MOCAST 2018: 1-4 - [c75]Daniel Cavalcanti Jeronymo, Jean Vianei Leite, Viviana Cocco Mariani, Leandro dos Santos Coelho, Sotirios K. Goudos:
Spiral inductor design based on fireworks optimization combined with free search. MOCAST 2018: 1-4 - 2017
- [j42]Juliano Pierezan, Roberto Zanetti Freire, Lucas Weihmann, Gilberto Reynoso-Meza, Leandro dos Santos Coelho:
Static force capability optimization of humanoids robots based on modified self-adaptive differential evolution. Comput. Oper. Res. 84: 205-215 (2017) - [j41]Daniel Cavalcanti Jeronymo, Yuri Cássio Campbell Borges, Leandro dos Santos Coelho:
Image forgery detection by semi-automatic wavelet soft-Thresholding with error level analysis. Expert Syst. Appl. 85: 348-356 (2017) - [c74]Samuel Giatti Silva Filho, Roberto Zanetti Freire, Leandro dos Santos Coelho:
Feature Extraction for On-Road Vehicle Detection Based on Support Vector Machine. ESANN 2017 - [c73]Marco A. R. Boaretto, Rafael Commim Busatto, Leandro dos Santos Coelho:
Extreme Gradient Boosting Approach with Differential Evolution Tuning Applied on Service Time Prediction of Fire Events. IJCCI 2017: 407-414 - [c72]Carlos Eduardo dos Santos, Leandro dos Santos Coelho, Renato Coral Sampaio, Ricardo P. Jacobi, Helon V. H. Ayala, Carlos H. Llanos:
A SVM optimization tool and FPGA system architecture applied to NMPC. SBCCI 2017: 96-102 - [c71]Leandro dos Santos Coelho, Viviana Cocco Mariani, Rafael Bartnik Grebogi, Emerson Hochsteiner de Vasconcelos Segundo, Mauricio Valencia Ferreira da Luz, Jean Vianei Leite, Roberto Zanetti Freire:
Diversity-guided generalized extremal optimization for transformer design problem. SSCI 2017: 1-6 - [c70]Rafael Bartnik Grebogi, Roberto Zanetti Freire, Viviana Cocco Mariani, Leandro dos Santos Coelho:
B-Spline neural network and chaotic harmony search applied to yo-yo motion system identification. SSCI 2017: 1-8 - 2016
- [j40]Seyedali Mirjalili, Shahrzad Saremi, Seyed Mohammad Mirjalili, Leandro dos Santos Coelho:
Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization. Expert Syst. Appl. 47: 106-119 (2016) - [j39]Gai-Ge Wang, Suash Deb, Xiao-Zhi Gao, Leandro dos Santos Coelho:
A new metaheuristic optimisation algorithm motivated by elephant herding behaviour. Int. J. Bio Inspired Comput. 8(6): 394-409 (2016) - [c69]Helon Vicente Hultmann Ayala, Emerson Hochsteiner de Vasconcelos Segundo, Luiz Lebensztajn, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Multiobjective wind driven optimization approach applied to transformer design. CEC 2016: 4642-4647 - [c68]Juliano Pierezan, Roberto Zanetti Freire, Lucas Weihmann, Gilberto Reynoso-Meza, Leandro dos Santos Coelho:
On the improvement of static force capacity of humanoid robots based on plants behavior. ESANN 2016 - [c67]Alan Oliveira de Sá, Nadia Nedjah, Luiza de Macedo Mourelle, Leandro dos Santos Coelho:
Multi-hop Localization Method Based on Tribes Algorithm. ICCSA (5) 2016: 156-170 - [c66]Gabriel Trierweiler Ribeiro, Marcos Cesar Gritti, Helon Vicente Hultmann Ayala, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Short-term load forecasting using wavenet ensemble approaches. IJCNN 2016: 727-734 - [c65]Helon V. H. Ayala, Renato Coral Sampaio, Daniel M. Muñoz, Carlos H. Llanos, Leandro dos Santos Coelho, Ricardo P. Jacobi:
Nonlinear model predictive control hardware implementation with custom-precision floating point operations. MED 2016: 135-140 - [c64]Alireza Askarzadeh, Leandro dos Santos Coelho, Carlos Eduardo Klein, Viviana Cocco Mariani:
A population-based simulated annealing algorithm for global optimization. SMC 2016: 4626-4633 - [c63]Luciano Ferreira da Cruz, Roberto Zanetti Freire, Gilberto Reynoso-Meza, Flavia B. Pinto, Leandro dos Santos Coelho:
RBF Neural Network combined with self-adaptive MODE and Genetic Algorithm to identify velocity profile of swimmers. SSCI 2016: 1-7 - 2015
- [j38]Carlos Eduardo Klein, Mario Bittencourt, Leandro dos Santos Coelho:
Wavenet using artificial bee colony applied to modeling of truck engine powertrain components. Eng. Appl. Artif. Intell. 41: 41-55 (2015) - [j37]Helon Vicente Hultmann Ayala, Fernando Marins dos Santos, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Image thresholding segmentation based on a novel beta differential evolution approach. Expert Syst. Appl. 42(4): 2136-2142 (2015) - [c62]Camilo Sánchez-Ferreira, Helon V. H. Ayala, Leandro dos Santos Coelho, Daniel M. Muñoz, Mylène C. Q. Farias, Carlos H. Llanos:
Multi-objective differential evolution algorithm for underwater image restoration. CEC 2015: 243-250 - [c61]Roberto Zanetti Freire, Gerson H. dos Santos, Leandro dos Santos Coelho, Viviana Cocco Mariani, Divani da S. Carvalho:
The use of RBF neural network to predict building's corners hygrothermal behavior. ESANN 2015 - [c60]Gilberto Reynoso-Meza, Leandro dos Santos Coelho, Roberto Zanetti Freire:
Efficient Sampling of PI Controllers in Evolutionary Multiobjective Optimization. GECCO 2015: 1263-1270 - 2014
- [j36]Leandro dos Santos Coelho, Helon Vicente Hultmann Ayala, Viviana Cocco Mariani:
A self-adaptive chaotic differential evolution algorithm using gamma distribution for unconstrained global optimization. Appl. Math. Comput. 234: 452-459 (2014) - [j35]Daniel M. Muñoz, Carlos H. Llanos, Leandro dos Santos Coelho, Mauricio Ayala-Rincón:
Hardware opposition-based PSO applied to mobile robot controllers. Eng. Appl. Artif. Intell. 28: 64-77 (2014) - [j34]Seyedali Mirjalili, Gai-Ge Wang, Leandro dos Santos Coelho:
Binary optimization using hybrid particle swarm optimization and gravitational search algorithm. Neural Comput. Appl. 25(6): 1423-1435 (2014) - [c59]Helon Vicente Hultmann Ayala, Luciano Ferreira da Cruz, Roberto Zanetti Freire, Leandro dos Santos Coelho:
Cascaded free search differential evolution applied to nonlinear system identification based on correlation functions and neural networks. CICA 2014: 102-108 - [c58]Juliano Pierezan, Helon V. H. Ayala, Luciano Ferreira da Cruz, Roberto Zanetti Freire, Leandro dos Santos Coelho:
Improved multiobjective particle swarm optimization for designing PID controllers applied to robotic manipulator. CICA 2014: 221-228 - [c57]Helon Vicente Hultmann Ayala, Luciano Ferreira da Cruz, Roberto Zanetti Freire, Leandro dos Santos Coelho:
Cascaded evolutionary multiobjective identification based on correlation function statistical tests for improving velocity analyzes in swimming. MCDM 2014: 185-193 - [c56]Helon V. H. Ayala, Luciano Ferreira da Cruz, Leandro dos Santos Coelho, Roberto Zanetti Freire:
Swim velocity profile identification through a Dynamic Self-adaptive Multiobjective Harmonic Search and RBF neural networks. ESANN 2014 - [c55]Carlos Eduardo Klein, Leandro dos Santos Coelho, Ângelo M. O. Sant'Anna, Roberto Zanetti Freire, Viviana Cocco Mariani:
Improved Cat Swarm Optimization approach applied to reliability-redundancy problem. ESANN 2014 - [c54]Emerson Hochsteiner de Vasconcelos Segundo, Gabriel Fiori Neto, Andre Mendes da Silva, Viviana Cocco Mariani, Leandro dos Santos Coelho:
A modified gravitational search algorithm for continuous optimization. GECCO (Companion) 2014: 1453-1454 - [c53]Leandro dos Santos Coelho, Viviana Cocco Mariani, Helon Vicente Hultmann Ayala, Andre Mendes da Silva, Nelson Jhoe Batistela, Jean Vianei Leite:
Bat-inspired optimization approach applied to jiles-atherton hysteresis parameters tuning. GECCO (Companion) 2014: 1455-1456 - [c52]Leandro dos Santos Coelho, Emerson Hochsteiner de Vasconcelos Segundo, Fabio Alessandro Guerra, Viviana Cocco Mariani:
A Differential Beta Quantum-behaved Particle Swarm Optimization for Circular Antenna Array Design. IJCCI (ECTA) 2014: 192-197 - [c51]Carlos Eduardo Klein, Emerson Hochsteiner de Vasconcelos Segundo, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Enhanced Flower Pollination Approach Applied to Electromagnetic Optimization. IJCCI (ECTA) 2014: 223-227 - [c50]Leandro dos Santos Coelho, Emerson Hochsteiner de Vasconcelos Segundo, Viviana Cocco Mariani, Márcia de Fátima Morais, Roberto Zanetti Freire:
A Zaslavskii firefly approach applied to Loney's solenoid benchmark. SMC 2014: 4133-4134 - 2013
- [j33]Leonardo Dallegrave Afonso, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Modified imperialist competitive algorithm based on attraction and repulsion concepts for reliability-redundancy optimization. Expert Syst. Appl. 40(9): 3794-3802 (2013) - [c49]Daniel M. Muñoz,