Viviana Cocco Mariani

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 42

Top Topics

Swarm Optimization

Differential Evolution

Image Thresholding

Ensemble Learning

Top Venues

Expert Syst. Appl.

Publications

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) (2024)
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) (2024)
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 (2024)
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) (2024)
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) (2023)
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) (2023)
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) (2023)
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) (2023)
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) (2023)
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)
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 (2023)
Yan Lieven Souza Luúio, Luiza Scapinello Aquino da Silva, Viviana Cocco Mariani, Leandro dos Santos Coelho
Manta Ray Foraging Optimization Approaches on Multivariable PID Controller Tuning. CEC (2023)
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) (2023)
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) (2023)
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) (2022)
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)
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 (2022)
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)
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)
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 (2021)
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 (2021)
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)
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) (2021)
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 (2020)
Paulo Paneque Galuzio, Emerson Hochsteiner de Vasconcelos Segundo, Leandro dos Santos Coelho, Viviana Cocco Mariani
MOBOpt - multi-objective Bayesian optimization. SoftwareX 12 (2020)
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 (2020)
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 (2020)
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)
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)
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 (2020)
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)
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 (2020)
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 (2019)
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)
Carlos Eduardo Klein, Viviana Cocco Mariani, Leandro dos Santos Coelho
Cheetah Based Optimization Algorithm: A Novel Swarm Intelligence Paradigm. ESANN (2018)
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)
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)
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)
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)
Alireza Askarzadeh, Leandro dos Santos Coelho, Carlos Eduardo Klein, Viviana Cocco Mariani
A population-based simulated annealing algorithm for global optimization. SMC (2016)
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) (2015)
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)
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 (2014)
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)
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)
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)
Leandro dos Santos Coelho, Emerson Hochsteiner de Vasconcelos Segundo, Viviana Cocco Mariani, Marcia de Fatima Morais, Roberto Zanetti Freire
A Zaslavskii firefly approach applied to Loney's solenoid benchmark. SMC (2014)
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)
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)
Leandro dos Santos Coelho, Carlos Eduardo Klein, Luiz Guilherme Justi Luvizotto, Viviana Cocco Mariani
Firefly approach optimized wavenets applied to multivariable identification of a thermal process. EUROCON (2013)
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) (2013)
Leandro dos Santos Coelho, Fabio Alessandro Guerra, Bruno Pasquim, Viviana Cocco Mariani
Chaotic Quantum-behaved Particle Swarm Optimization Approach Applied to Inverse Heat Transfer Problem. IJCCI (2013)
Weslly Puchalski, Viviana Cocco Mariani, Felipe Fidelis Schauenburg, Leandro dos Santos Coelho
Wavelet neural network approach applied to biomechanics of swimming. UKCI (2013)
Glauber Souto dos Santos, Luiz Guilherme Justi Luvizotto, Viviana Cocco Mariani, Leandro dos Santos Coelho
Least squares support vector machines with tuning based on chaotic differential evolution approach applied to the identification of a thermal process. Expert Syst. Appl. 39 (5) (2012)
Viviana Cocco Mariani, Leandro dos Santos Coelho, Anderson Duck, Fabio Alessandro Guerra, Ravipudi Venkata Rao
Artificial Immune Network Approach with Beta Differential Operator Applied to Optimization of Heat Exchangers. ICARIS (2012)
Leandro dos Santos Coelho, Viviana Cocco Mariani, Jean Vianei Leite
Solution of Jiles-Atherton vector hysteresis parameters estimation by modified Differential Evolution approaches. Expert Syst. Appl. 39 (2) (2012)
Leandro dos Santos Coelho, Viviana Cocco Mariani
Firefly algorithm approach based on chaotic Tinkerbell map applied to multivariable PID controller tuning. Comput. Math. Appl. 64 (8) (2012)
Viviana Cocco Mariani, Leandro dos Santos Coelho
A hybrid shuffled complex evolution approach with pattern search for unconstrained optimization. Math. Comput. Simul. 81 (9) (2011)
Viviana Cocco Mariani, Leandro dos Santos Coelho, P. K. Sahoo
Modified differential evolution approaches applied in exergoeconomic analysis and optimization of a cogeneration system. Expert Syst. Appl. 38 (11) (2011)
Viviana Cocco Mariani, Luiz Guilherme Justi Luvizotto, Carlos Eduardo Klein, Leandro dos Santos Coelho
A normative differential evolution approach for estimation of heat transfer coefficient during freezing treatment by inverse analysis. IEEE Congress on Evolutionary Computation (2011)
Viviana Cocco Mariani, Luiz Guilherme Justi Luvizotto, Fabio Alessandro Guerra, Leandro dos Santos Coelho
A hybrid shuffled complex evolution approach based on differential evolution for unconstrained optimization. Appl. Math. Comput. 217 (12) (2011)
Leandro dos Santos Coelho, Diego Luis de Andrade Bernert, Viviana Cocco Mariani
A chaotic firefly algorithm applied to reliability-redundancy optimization. IEEE Congress on Evolutionary Computation (2011)
Leandro dos Santos Coelho, Diego Luis de Andrade Bernert, Viviana Cocco Mariani
Chaotic differential Harmony Search algorithm applied to power economic dispatch of generators with multiple fuel options. IEEE Congress on Evolutionary Computation (2010)
Viviana Cocco Mariani, Vagner Jorge Neckel, Rafael Bartnik Grebogi, Leandro dos Santos Coelho
Cauchy particle swarm optimization with dynamic adaptation applied to inverse heat transfer problem. SMC (2010)
Viviana Cocco Mariani, Vagner Jorge Neckel, Leonardo Dallegrave Afonso, Leandro dos Santos Coelho
Differential evolution with dynamic adaptation of mutation factor applied to inverse heat transfer problem. IEEE Congress on Evolutionary Computation (2010)
Leandro dos Santos Coelho, Rodrigo Clemente Thom Souza, Viviana Cocco Mariani
Improved differential evolution approach based on cultural algorithm and diversity measure applied to solve economic load dispatch problems. Math. Comput. Simul. 79 (10) (2009)
Leandro dos Santos Coelho, Rodrigo Clemente Thom Souza, Viviana Cocco Mariani
A Normative Self-Organizing Migrating Algorithm for Power Economic Dispatch of Thermal Generators with Valve-Point Effects and Multiple Fuels. SMC (2009)
Leandro dos Santos Coelho, Diego Luis de Andrade Bernert, Viviana Cocco Mariani
A Harmony Search Algorithm Combined with Differential Operator Applied to Reliability-Redundancy Optimization. SMC (2009)
Leandro dos Santos Coelho, Viviana Cocco Mariani
Use of chaotic sequences in a biologically inspired algorithm for engineering design optimization. Expert Syst. Appl. 34 (3) (2008)
Leandro dos Santos Coelho, Adriano Del Vigna de Almeida, Viviana Cocco Mariani
Cultural differential evolution approach to optimize the economic dispatch of electrical energy using thermal generators. ETFA (2008)
Leandro dos Santos Coelho, Viviana Cocco Mariani
Economic dispatch optimization using hybrid chaotic particle swarm optimizer. SMC (2007)
Leandro dos Santos Coelho, Viviana Cocco Mariani
An Efficient Particle Swarm Optimization Approach Based on Cultural Algorithm Applied to Mechanical Design. IEEE Congress on Evolutionary Computation (2006)
Leandro dos Santos Coelho, Viviana Cocco Mariani
Particle Swarm Optimization with Quasi-Newton Local Search for Solving Economic Dispatch Problem. SMC (2006)