Heitor Silvério Lopes

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 24

Top Topics

Gene Expression Programming

Protein Structure

Graphics Processing Units

Top Venues

Comput. Biol. Chem.

Publications

Anderson Brilhador, Rodrigo Tchalski da Silva, Carlos Roberto Modinez-Junior, Gabriel de Almeida Spadafora, Heitor Silvério Lopes, André Eugênio Lazzaretti
Open-Set Tattoo Semantic Segmentation. IEEE Access 12 (2024)
Matheus Gutoski, André Eugênio Lazzaretti, Heitor Silvério Lopes
Unsupervised open-world human action recognition. Pattern Anal. Appl. 26 (4) (2023)
Jonas Krause, Andrei de Souza Inácio, Heitor Silvério Lopes
Language-focused Deepfake Detection Using Phonemes, Mouth Movements, and Video Features. LA-CCI (2023)
Rodrigo Tchalski da Silva, Heitor Silvério Lopes
A Transfer Learning Approach for the Tattoo Classification Problem. LA-CCI (2022)
Andrei de Souza Inácio, Matheus Gutoski, André Eugênio Lazzaretti, Heitor Silvério Lopes
OSVidCap: A Framework for the Simultaneous Recognition and Description of Concurrent Actions in Videos in an Open-Set Scenario. IEEE Access 9 (2021)
Matheus Gutoski, André Eugênio Lazzaretti, Heitor Silvério Lopes
Deep metric learning for open-set human action recognition in videos. Neural Comput. Appl. 33 (4) (2021)
Matheus Gutoski, André Eugênio Lazzaretti, Heitor Silvério Lopes
Incremental human action recognition with dual memory. Image Vis. Comput. 116 (2021)
Andrei de Souza Inácio, Heitor Silvério Lopes
EPYNET: Efficient Pyramidal Network for Clothing Segmentation. IEEE Access 8 (2020)
Leandro Takeshi F. Hattori, Matheus Gutoski, César Manuel Vargas Benítez, Luiz Fernando Nunes, Heitor Silvério Lopes
A benchmark of optimally folded protein structures using integer programming and the 3D-HP-SC model. Comput. Biol. Chem. 84 (2020)
Leandro Takeshi Hattori, Bruna Araujo Pinheiro, Rafael Bertolini Frigori, César Manuel Vargas Benítez, Heitor Silvério Lopes
PathMolD-AB: Spatiotemporal pathways of protein folding using parallel molecular dynamics with a coarse-grained model. Comput. Biol. Chem. 87 (2020)
Anderson Brilhador, Matheus Gutoski, Leandro Takeshi Hattori, Andrei de Souza Inácio, André Eugênio Lazzaretti, Heitor Silvério Lopes
Classification of Weeds and Crops at the Pixel-Level Using Convolutional Neural Networks and Data Augmentation. LA-CCI (2019)
Brenda Cinthya Solari Berno, Ademir Cristiano Gabardo, Leandro Takeshi Hattori, Matheus Gutoski, Andrei de Souza Inácio, Heitor Silvério Lopes
A Framework for Analyzing Book Covers and Co-purchases using Object Detection and Data Mining Methods. LA-CCI (2019)
Ademir Cristiano Gabardo, Leandro Takeshi F. Hattori, Brenda Cinthya Solari Berno, Matheus Gutoski, Wagner Rodrigues Ulian Agostinho, Heitor Silvério Lopes
Como Mensurar a Importância, Influência e a Relevância de Usuários do Twitter? Uma análise da interação dos candidatos à presidência do Brasil nas eleições de 2018. CoRR (2019)
Leandro Takeshi F. Hattori, César Manuel Vargas Benítez, Matheus Gutoski, Nelson Marcelo Romero Aquino, Heitor Silvério Lopes
A Novel Approach to Protein Folding Prediction based on Long Short-Term Memory Networks: A Preliminary Investigation and Analysis. IJCNN (2018)
Manassés Ribeiro, André Eugênio Lazzaretti, Heitor Silvério Lopes
A study of deep convolutional auto-encoders for anomaly detection in videos. Pattern Recognit. Lett. 105 (2018)
Matheus Gutoski, Manassés Ribeiro, Nelson Marcelo Romero Aquino, Leandro Takeshi F. Hattori, André Eugênio Lazzaretti, Heitor Silvério Lopes
Feature Selection Using Differential Evolution for Unsupervised Image Clustering. ICAISC (1) (2018)
Leandro Takeshi F. Hattori, César Manuel Vargas Benítez, Heitor Silvério Lopes
A deep bidirectional long short-term memory approach applied to the protein secondary structure prediction problem. LA-CCI (2017)
Nelson Marcelo Romero Aquino, Adolfo Gustavo Serra Seca Neto, Heitor Silvério Lopes
A Study on the Perception of Researchers about the Application of Agile Software Development Methods in Research. CoRR (2017)
Nelson Marcelo Romero Aquino, Adolfo Gustavo Serra Seca Neto, Heitor Silvério Lopes
A Study on the Perception of Researchers About the Application of Agile Software Development Methods in Research. WBMA (2017)
Nelson Marcelo Romero Aquino, Manassés Ribeiro, Matheus Gutoski, César Manuel Vargas Benítez, Heitor Silvério Lopes
A gene expression programming approach for evolving multi-class image classifiers. LA-CCI (2017)
Matheus Gutoski, Manassés Ribeiro, Nelson Marcelo Romero Aquino, André Eugênio Lazzaretti, Heitor Silvério Lopes
A clustering-based deep autoencoder for one-class image classification. LA-CCI (2017)
César Manuel Vargas Benítez, Rafael Stubs Parpinelli, Heitor Silvério Lopes
An Ecologically-inspired Parallel Approach Applied to the Protein Structure Reconstruction from Contact Maps. GECCO (Companion) (2016)
Lucas Hermann Negri, Heitor Silvério Lopes, Marcia Muller, José Luís Fabris, Aleksander S. Paterno
A high performance approach for parallel computing of fibre Bragg grating strain profiles using graphics processing units. Int. J. High Perform. Syst. Archit. 6 (4) (2016)
Luiz Fernando Nunes, Lauro Cesar Galvão, Heitor Silvério Lopes, Pablo Moscato, Regina Berretta
An integer programming model for protein structure prediction using the 3D-HP side chain model. Discret. Appl. Math. 198 (2016)
Hugo Alberto Perlin, Heitor Silvério Lopes
Extracting human attributes using a convolutional neural network approach. Pattern Recognit. Lett. 68 (2015)
Rafael Stubs Parpinelli, Heitor Silvério Lopes
A computational ecosystem for optimization: review and perspectives for future research. Memetic Comput. 7 (1) (2015)
Rafael Stubs Parpinelli, Cesar M. V. Benitiez, Jelson Cordeiro, Heitor Silvério Lopes
Protein Folding Problem. J. Multiple Valued Log. Soft Comput. 22 (3) (2014)
Ademir Cristiano Gabardo, Heitor Silvério Lopes
Using Social Network Analysis to Unveil Cartels in Public Bids. ENIC (2014)
Chidambaram Chidambaram, Hugo Vieira Neto, Leyza Baldo Dorini, Heitor Silvério Lopes
Multiple Face Recognition Using Local Features and Swarm Intelligence. IEICE Trans. Inf. Syst. (6) (2014)
César Manuel Vargas Benítez, Wagner Rodrigo Weinert, Heitor Silvério Lopes
Gene Expression Programming for Evolving Two-Dimensional Cellular Automata in a Distributed Environment. IDC (2014)
Rafael Stubs Parpinelli, Heitor Silvério Lopes
An Ecology-Based Evolutionary Algorithm Applied to the 2D-AB Off-Lattice Protein Structure Prediction Problem. BRACIS (2013)
Diego Humberto Kalegari, Heitor Silvério Lopes
An improved parallel differential evolution approach for protein structure prediction using both 2D and 3D off-lattice models. SDE (2013)
Marcos Talau, Emílio Carlos Gomes Wille, Heitor Silvério Lopes
Solving the base station placement problem by means of swarm intelligence. CIComms (2013)
Lauro Cesar Galvão, Luiz Fernando Nunes, Heitor Silvério Lopes, Pablo Moscato
A new greedy heuristic for 3DHP protein struture prediction with side chain. BIBM Workshops (2012)
Rafael Stubs Parpinelli, Heitor Silvério Lopes
Population Resizing Using Nonlinear Dynamics in an Ecology-Based Approach. IDEAL (2012)
Dariusz Król, Heitor Silvério Lopes
Nature-inspired collective intelligence in theory and practice. Inf. Sci. 182 (1) (2012)
Chidambaram Chidambaram, Marlon Subtil Marçal, Leyza Baldo Dorini, Hugo Vieira Neto, Heitor Silvério Lopes
An Improved ABC Algorithm Approach Using SURF for Face Identification. IDEAL (2012)
César Manuel Vargas Benítez, Heitor Silvério Lopes
Molecular Dynamics for Simulating the Protein Folding Process Using the 3D AB Off-Lattice Model. BSB (2012)
César Manuel Vargas Benítez, Rafael Stubs Parpinelli, Heitor Silvério Lopes
Parallelism, hybridism and coevolution in a multi-level ABC-GA approach for the protein structure prediction problem. Concurr. Comput. Pract. Exp. 24 (6) (2012)
Rafael Stubs Parpinelli, Heitor Silvério Lopes
An Ecology-Based Heterogeneous Approach for Cooperative Search. SBIA (2012)
Rafael Stubs Parpinelli, Heitor Silvério Lopes
A Hierarchical Clustering Strategy to Improve the Biological Plausibility of an Ecology-Based Evolutionary Algorithm. IBERAMIA (2012)
Denise Fukumi Tsunoda, Alex Alves Freitas, Heitor Silvério Lopes
A genetic programming method for protein motif discovery and protein classification. Soft Comput. 15 (10) (2011)
Rafael S. Parpinelli, Heitor Silvério Lopes
An eco-inspired evolutionary algorithm applied to numerical optimization. NaBIC (2011)
Edson Pedro Ferlin, Heitor Silvério Lopes, Carlos Raimundo Erig Lima, Mauricio Perretto
A FPGA-Based Reconfigurable Parallel Architecture for High-Performance Numerical Computation. J. Circuits Syst. Comput. 20 (5) (2011)
Emílio Carlos Gomes Wille, Eduardo Yabcznski, Heitor Silvério Lopes
Discrete Capacity Assignment in IP networks using Particle Swarm Optimization. Appl. Math. Comput. 217 (12) (2011)
César Manuel Vargas Benítez, Marlon Scalabrin, Heitor Silvério Lopes, Carlos Raimundo Erig Lima
Reconfigurable Hardware Computing for Accelerating Protein Folding Simulations Using the Harmony Search Algorithm and the 3D-HP-Side Chain Model. ICA3PP (2) (2011)
César Manuel Vargas Benítez, Heitor Silvério Lopes
Parallel Artificial Bee Colony Algorithm Approaches for Protein Structure Prediction Using the 3DHP-SC Model. IDC (2010)
César Manuel Vargas Benítez, Heitor Silvério Lopes
Hierarchical Parallel Genetic Algorithm applied to the three-dimensional HP Side-chain Protein Folding Problem. SMC (2010)
Wagner Rodrigo Weinert, Heitor Silvério Lopes
Evaluation of dynamic behavior forecasting parameters in the process of transition rule induction of unidimensional cellular automata. Biosyst. 99 (1) (2010)
Diego Humberto Kalegari, Heitor Silvério Lopes
A differential evolution approach for protein structure optimisation using a 2D off-lattice model. Int. J. Bio Inspired Comput. 2 (3/4) (2010)
Chidambaram Chidambaram, Heitor Silvério Lopes
An Improved Artificial Bee Colony Algorithm for the Object Recognition Problem in Complex Digital Images Using Template Matching. Int. J. Nat. Comput. Res. 1 (2) (2010)
César Manuel Vargas Benítez, Heitor Silvério Lopes
Protein structure prediction with the 3D-HP side-chain model using a master-slave parallel genetic algorithm. J. Braz. Comput. Soc. 16 (1) (2010)
César Manuel Vargas Benítez, Heitor Silvério Lopes
A parallel genetic algorithm for protein folding prediction using the 3D-HP Side Chain model. IEEE Congress on Evolutionary Computation (2009)
Carlos Raimundo Erig Lima, Heitor Silvério Lopes, Leonardo G. Tavares
A Study of Topology in Insular Parallel Genetic Algorithms. NaBIC (2009)
Luciana Vieira Castilho-Weinert, Heitor Silvério Lopes
Computers in Physical Therapy Education: Interactive Multimedia Learning with MuStreT. Informatics Educ. 8 (2) (2009)
Leonardo G. Tavares, Heitor Silvério Lopes, Carlos Raimundo Erig Lima
Construction and Improvement Heuristics Applied to the Capacitated Vehicle Routing Problem. NaBIC (2009)
Chidambaram Chidambaram, Heitor Silvério Lopes
A New Approach for Template Matching in Digital Images using an Artificial Bee Colony Algorithm. NaBIC (2009)
Leonardo G. Tavares, Heitor Silvério Lopes, Carlos Raimundo Erig Lima
A Comparative Study of Machine Learning Methods for Detecting Promoters in Bacterial DNA Sequences. ICIC (2) (2008)
Marco Aurelio Falcone, Heitor Silvério Lopes, Leandro dos Santos Coelho
Supply chain optimisation using evolutionary algorithms. Int. J. Comput. Appl. Technol. 31 (3/4) (2008)
Ernesto Rodrigues, Heitor Silvério Lopes
Genetic Programming for Induction of Context-Free Grammars. ISDA (2007)
Heitor Silvério Lopes, Reginaldo Bitello
A Differential Evolution Approach for Protein Folding Using a Lattice Model. J. Comput. Sci. Technol. 22 (6) (2007)
Rafael R. Silva, Heitor Silvério Lopes, Carlos Raimundo Erig Lima
A New Mutation Operator for the Elitism-Based Compact Genetic Algorithm. ICANNGA (1) (2007)
Marcelo Kleber Felisberto, Heitor Silvério Lopes, Tania Mezzadri Centeno, Lúcia Valéria Ramos de Arruda
An object detection and recognition system for weld bead extraction from digital radiographs. Comput. Vis. Image Underst. 102 (3) (2006)
Leandro dos Santos Coelho, Heitor Silvério Lopes
Supply Chain Optimization Using Chaotic Differential Evolution Method. SMC (2006)
Denise Fukumi Tsunoda, Heitor Silvério Lopes
Automatic motif discovery in an enzyme database using a genetic algorithm-based approach. Soft Comput. 10 (4) (2006)
Ernesto Rodrigues, Heitor Silvério Lopes
Genetic Programming with Incremental Learning for Grammatical Inference. HIS (2006)
Tania Mezzadri Centeno, Heitor Silvério Lopes, Marcelo Kleber Felisberto, Lúcia Valéria Ramos de Arruda
Object Detection for Computer Vision Using a Robust Genetic Algorithm. EvoWorkshops (2005)
Heitor Silvério Lopes, Leandro dos Santos Coelho
Particle Swarm Optimization with Fast Local Search for the Blind Traveling Salesman Problem. HIS (2005)
Denise Fukumi Tsunoda, Heitor Silvério Lopes, Alex Alves Freitas
An Evolutionary Approach for Motif Discovery and Transmembrane Protein Classification. EvoWorkshops (2005)
Mauricio Kugler, Heitor Silvério Lopes
Using a Chain of LVQ Neural Networks for Pattern Recognition of EEG Signals Related to Intermittent Photic-Stimulation. SBRN (2002)