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Heitor Silvério Lopes
Heitor S. Lopes
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- affiliation: Federal University of Technology Paraná, Curitiba, Brazil
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2020 – today
- 2024
- [j42]Anderson Brilhador
, Rodrigo Tchalski da Silva
Open-Set Tattoo Semantic Segmentation. IEEE Access 12: 107181-107200 (2024) - [j41]Anderson Brilhador
A Prototypical Metric Learning Approach for Open-Set Semantic Segmentation on Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - 2023
- [j40]Matheus Gutoski, André Eugênio Lazzaretti
Unsupervised open-world human action recognition. Pattern Anal. Appl. 26(4): 1753-1770 (2023) - [c73]Jonas Krause
Language-focused Deepfake Detection Using Phonemes, Mouth Movements, and Video Features. LA-CCI 2023: 1-6 - [c72]Gilberto Lexinoski, Marco Antônio Simões Teixeira, André Eugênio Lazzaretti, Luiz F. R. B. Toledo, Heitor S. Lopes, Gustavo Horta Travassos, Mario Jambeiro Fonseca:
Recognition, location, and depth estimation of objects in electrical substations. LARS/SBR/WRE 2023: 427-432 - 2022
- [c71]Rodrigo Tchalski da Silva
A Transfer Learning Approach for the Tattoo Classification Problem. LA-CCI 2022: 1-6 - 2021
- [j39]Andrei de Souza Inácio
OSVidCap: A Framework for the Simultaneous Recognition and Description of Concurrent Actions in Videos in an Open-Set Scenario. IEEE Access 9: 137029-137041 (2021) - [j38]Matheus Gutoski
A Comparative Study of Transfer Learning Approaches for Video Anomaly Detection. Int. J. Pattern Recognit. Artif. Intell. 35(5): 2152003:1-2152003:27 (2021) - [j37]Matheus Gutoski
Incremental human action recognition with dual memory. Image Vis. Comput. 116: 104313 (2021) - [j36]Matheus Gutoski
Deep metric learning for open-set human action recognition in videos. Neural Comput. Appl. 33(4): 1207-1220 (2021) - 2020
- [j35]Manassés Ribeiro, Matheus Gutoski
One-Class Classification in Images and Videos Using a Convolutional Autoencoder With Compact Embedding. IEEE Access 8: 86520-86535 (2020) - [j34]Andrei de Souza Inácio
EPYNET: Efficient Pyramidal Network for Clothing Segmentation. IEEE Access 8: 187882-187892 (2020) - [j33]Leandro Takeshi F. Hattori, Matheus Gutoski
A benchmark of optimally folded protein structures using integer programming and the 3D-HP-SC model. Comput. Biol. Chem. 84: 107192 (2020) - [j32]Leandro Takeshi Hattori
PathMolD-AB: Spatiotemporal pathways of protein folding using parallel molecular dynamics with a coarse-grained model. Comput. Biol. Chem. 87: 107301 (2020)
2010 – 2019
- 2019
- [c70]Brenda Cinthya Solari Berno, Ademir Cristiano Gabardo
A Framework for Analyzing Book Covers and Co-purchases using Object Detection and Data Mining Methods. LA-CCI 2019: 1-6 - [c69]Anderson Brilhador, Matheus Gutoski
Classification of Weeds and Crops at the Pixel-Level Using Convolutional Neural Networks and Data Augmentation. LA-CCI 2019: 1-6 - [i2]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 abs/1902.11197 (2019) - 2018
- [j31]Manassés Ribeiro, André Eugênio Lazzaretti
A study of deep convolutional auto-encoders for anomaly detection in videos. Pattern Recognit. Lett. 105: 13-22 (2018) - [c68]Matheus Gutoski
Feature Selection Using Differential Evolution for Unsupervised Image Clustering. ICAISC (1) 2018: 376-385 - [c67]Leandro Takeshi F. Hattori, César Manuel Vargas Benítez
A Novel Approach to Protein Folding Prediction based on Long Short-Term Memory Networks: A Preliminary Investigation and Analysis. IJCNN 2018: 1-8 - 2017
- [c66]Nelson Marcelo Romero Aquino
A gene expression programming approach for evolving multi-class image classifiers. LA-CCI 2017: 1-6 - [c65]Matheus Gutoski
A clustering-based deep autoencoder for one-class image classification. LA-CCI 2017: 1-6 - [c64]Leandro Takeshi F. Hattori, César Manuel Vargas Benítez
A deep bidirectional long short-term memory approach applied to the protein secondary structure prediction problem. LA-CCI 2017: 1-6 - [c63]Nelson Marcelo Romero Aquino
A Study on the Perception of Researchers About the Application of Agile Software Development Methods in Research. WBMA 2017: 137-145 - [i1]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 abs/1712.01967 (2017) - 2016
- [j30]Luiz Fernando Nunes, Lauro Cesar Galvão, Heitor Silvério Lopes
An integer programming model for protein structure prediction using the 3D-HP side chain model. Discret. Appl. Math. 198: 206-214 (2016) - [j29]Lucas Hermann Negri, Heitor Silvério Lopes
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): 197-204 (2016) - [c62]César Manuel Vargas Benítez
An Ecologically-inspired Parallel Approach Applied to the Protein Structure Reconstruction from Contact Maps. GECCO (Companion) 2016: 1299-1306 - 2015
- [j28]Rafael Stubs Parpinelli
A computational ecosystem for optimization: review and perspectives for future research. Memetic Comput. 7(1): 29-41 (2015) - [j27]Hugo Alberto Perlin, Heitor Silvério Lopes
Extracting human attributes using a convolutional neural network approach. Pattern Recognit. Lett. 68: 250-259 (2015) - 2014
- [j26]Chidambaram Chidambaram, Hugo Vieira Neto, Leyza Baldo Dorini, Heitor Silvério Lopes
Multiple Face Recognition Using Local Features and Swarm Intelligence. IEICE Trans. Inf. Syst. 97-D(6): 1614-1623 (2014) - [j25]Marlon Scalabrin, Rafael S. Parpinelli
Population-based harmony search using GPU applied to protein structure prediction. Int. J. Comput. Sci. Eng. 9(1/2): 106-118 (2014) - [j24]Rafael Stubs Parpinelli, Cesar M. V. Benitiez, Jelson Cordeiro, Heitor Silvério Lopes:
Performance Analysis of Swarm Intelligence Algorithms for the 3D-AB off-lattice Protein Folding Problem. J. Multiple Valued Log. Soft Comput. 22(3): 267-286 (2014) - [c61]Ademir Cristiano Gabardo
Using Social Network Analysis to Unveil Cartels in Public Bids. ENIC 2014: 17-21 - [c60]César Manuel Vargas Benítez
Gene Expression Programming for Evolving Two-Dimensional Cellular Automata in a Distributed Environment. IDC 2014: 107-117 - 2013
- [c59]Rafael Stubs Parpinelli
An Ecology-Based Evolutionary Algorithm Applied to the 2D-AB Off-Lattice Protein Structure Prediction Problem. BRACIS 2013: 64-69 - [c58]Daniel M. Cabrita, Walter Godoy Jr., Heitor S. Lopes
A fast modular simulator for combinational logic circuits generated by genetic algorithm. IEEE Congress on Evolutionary Computation 2013: 2797-2801 - [c57]Marcos Talau, Emílio Carlos Gomes Wille
Solving the base station placement problem by means of swarm intelligence. CIComms 2013: 39-44 - [c56]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: 143-150 - 2012
- [j23]César Manuel Vargas Benítez
Parallelism, hybridism and coevolution in a multi-level ABC-GA approach for the protein structure prediction problem. Concurr. Comput. Pract. Exp. 24(6): 635-646 (2012) - [j22]Rafael S. Parpinelli
Biological plausibility in optimisation: an ecosystemic view. Int. J. Bio Inspired Comput. 4(6): 345-358 (2012) - [j21]Dariusz Król
Nature-inspired collective intelligence in theory and practice. Inf. Sci. 182(1): 1-2 (2012) - [c55]Lauro Cesar Galvão, Luiz Fernando Nunes, Heitor Silvério Lopes
A new greedy heuristic for 3DHP protein struture prediction with side chain. BIBM Workshops 2012: 77-81 - [c54]Rafael Stubs Parpinelli
A Hierarchical Clustering Strategy to Improve the Biological Plausibility of an Ecology-Based Evolutionary Algorithm. IBERAMIA 2012: 310-319 - [c53]Rafael Stubs Parpinelli
Population Resizing Using Nonlinear Dynamics in an Ecology-Based Approach. IDEAL 2012: 27-34 - [c52]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: 143-150 - [c51]Rafael Stubs Parpinelli, Heitor Silvério Lopes:
An Ecology-Based Heterogeneous Approach for Cooperative Search. SBIA 2012: 212-221 - [c50]César Manuel Vargas Benítez
Molecular Dynamics for Simulating the Protein Folding Process Using the 3D AB Off-Lattice Model. BSB 2012: 61-72 - 2011
- [j20]Emílio Carlos Gomes Wille
Discrete Capacity Assignment in IP networks using Particle Swarm Optimization. Appl. Math. Comput. 217(12): 5338-5346 (2011) - [j19]Rafael S. Parpinelli
New inspirations in swarm intelligence: a survey. Int. J. Bio Inspired Comput. 3(1): 1-16 (2011) - [j18]Edson Pedro Ferlin, Heitor S. Lopes
PRADA: a high-performance reconfigurable parallel architecture based on the dataflow model. Int. J. High Perform. Syst. Archit. 3(1): 41-55 (2011) - [j17]Edson Pedro Ferlin, Heitor Silvério Lopes
A FPGA-Based Reconfigurable Parallel Architecture for High-Performance Numerical Computation. J. Circuits Syst. Comput. 20(5): 849-865 (2011) - [j16]Denise Fukumi Tsunoda, Alex Alves Freitas
A genetic programming method for protein motif discovery and protein classification. Soft Comput. 15(10): 1897-1908 (2011) - [c49]César Manuel Vargas Benítez
Reconfigurable Hardware Computing for Accelerating Protein Folding Simulations Using the Harmony Search Algorithm and the 3D-HP-Side Chain Model. ICA3PP (2) 2011: 363-374 - [c48]Rafael S. Parpinelli
An eco-inspired evolutionary algorithm applied to numerical optimization. NaBIC 2011: 466-471 - 2010
- [j15]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): 6-16 (2010) - [j14]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): 242-250 (2010) - [j13]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): 54-70 (2010) - [j12]César Manuel Vargas Benítez
Protein structure prediction with the 3D-HP side-chain model using a master-slave parallel genetic algorithm. J. Braz. Comput. Soc. 16(1): 69-78 (2010) - [j11]Rafael R. Silva, Carlos Raimundo Erig Lima
Template Matching in Digital Images Using a Compact Genetic Algorithm with Elitism and Mutation. J. Circuits Syst. Comput. 19(1): 91-106 (2010) - [c47]César Manuel Vargas Benítez
Parallel Artificial Bee Colony Algorithm Approaches for Protein Structure Prediction Using the 3DHP-SC Model. IDC 2010: 255-264 - [c46]César Manuel Vargas Benítez
Hierarchical Parallel Genetic Algorithm applied to the three-dimensional HP Side-chain Protein Folding Problem. SMC 2010: 2669-2676 - [p2]Luciana V. Castilho, Heitor S. Lopes
An Ontology-Based System for Knowledge Management and Learning in Neuropediatric Physiotherapy. Smart Information and Knowledge Management 2010: 283-307
2000 – 2009
- 2009
- [j10]Luciana Vieira Castilho-Weinert, Heitor Silvério Lopes:
Computers in Physical Therapy Education: Interactive Multimedia Learning with MuStreT. Informatics Educ. 8(2): 157-172 (2009) - [c45]César Manuel Vargas Benítez
A parallel genetic algorithm for protein folding prediction using the 3D-HP Side Chain model. IEEE Congress on Evolutionary Computation 2009: 1297-1304 - [c44]Roberto Selow, Heitor S. Lopes
A comparison of FPGA and FPAA technologies for a signal processing application. FPL 2009: 230-235 - [c43]Denise Fukumi Tsunoda, Heitor S. Lopes
A Hybrid Evolutionary Approach for the Protein Classification Problem. ICCCI 2009: 629-640 - [c42]Denise Fukumi Tsunoda, Alex Alves Freitas
MAHATMA: A Genetic Programming-Based Tool for Protein Classification. ISDA 2009: 1136-1142 - [c41]Chidambaram Chidambaram, Heitor Silvério Lopes
A New Approach for Template Matching in Digital Images using an Artificial Bee Colony Algorithm. NaBIC 2009: 146-151 - [c40]Carlos Raimundo Erig Lima
A Study of Topology in Insular Parallel Genetic Algorithms. NaBIC 2009: 632-635 - [c39]Leonardo G. Tavares, Heitor Silvério Lopes
Construction and Improvement Heuristics Applied to the Capacitated Vehicle Routing Problem. NaBIC 2009: 690-695 - [r3]Ernesto Rodrigues, Heitor Silvério Lopes:
Evolutionary Grammatical Inference. Encyclopedia of Artificial Intelligence 2009: 596-602 - 2008
- [j9]Marco Aurelio Falcone, Heitor Silvério Lopes
Supply chain optimisation using evolutionary algorithms. Int. J. Comput. Appl. Technol. 31(3/4): 158-167 (2008) - [c38]Luciana V. Castilho, Heitor S. Lopes
Modeling and Building an Ontology for Neuropediatric Physiotherapy Domain. HIS 2008: 210-215 - [c37]Leonardo G. Tavares, Heitor Silvério Lopes
A Comparative Study of Machine Learning Methods for Detecting Promoters in Bacterial DNA Sequences. ICIC (2) 2008: 959-966 - [c36]Rafael R. Silva, Heitor S. Lopes
A Compact Genetic Algorithm with Elitism and Mutation Applied to Image Recognition. ICIC (2) 2008: 1109-1116 - [c35]Hugo Alberto Perlin, Heitor S. Lopes
Particle Swarm Optimization for Object Recognition in Computer Vision. IEA/AIE 2008: 11-21 - [p1]Heitor Silvério Lopes
Evolutionary Algorithms for the Protein Folding Problem: A Review and Current Trends. Computational Intelligence in Biomedicine and Bioinformatics 2008: 297-315 - 2007
- [j8]Heitor S. Lopes
Genetic programming for epileptic pattern recognition in electroencephalographic signals. Appl. Soft Comput. 7(1): 343-352 (2007) - [j7]Heitor S. Lopes
A Configware Approach for High-Speed Parallel Analysis of genomic Data. J. Circuits Syst. Comput. 16(4): 527-540 (2007) - [j6]Heitor Silvério Lopes
A Differential Evolution Approach for Protein Folding Using a Lattice Model. J. Comput. Sci. Technol. 22(6): 904-908 (2007) - [j5]Heitor S. Lopes, Mauricio Perretto:
An Ant Colony system for large-scale phylogenetic tree reconstruction. J. Intell. Fuzzy Syst. 18(6): 575-583 (2007) - [c34]Nilton B. Armstrong, Heitor S. Lopes
Reconfigurable Computing for Accelerating Protein Folding Simulations. ARC 2007: 314-325 - [c33]Edson Pedro Ferlin, Heitor S. Lopes
Reconfigurable Parallel Architecture for Genetic Algorithms: Application to the Synthesis of Digital Circuits. ARC 2007: 326-336 - [c32]Carlos Raimundo Erig Lima, Heitor S. Lopes
Multiple Sequence Alignment Using Reconfigurable Computing. ARC 2007: 379-384 - [c31]Wagner Rodrigo Weinert, César Manuel Vargas Benítez
Simulation of the Dynamic Behavior of One-Dimensional Cellular Automata Using Reconfigurable Computing. ARC 2007: 385-390 - [c30]Rafael R. Silva, Heitor Silvério Lopes
A New Mutation Operator for the Elitism-Based Compact Genetic Algorithm. ICANNGA (1) 2007: 159-166 - [c29]Fernanda Hembecker, Heitor S. Lopes
Particle Swarm Optimization for the Multidimensional Knapsack Problem. ICANNGA (1) 2007: 358-365 - [c28]Roberto Selow, Flávio Neves Jr., Heitor S. Lopes:
Genetic Algorithms for the Nesting Problem in the Packing Industry. IMECS 2007: 1-6 - [c27]Ernesto Rodrigues, Heitor Silvério Lopes
Genetic Programming for Induction of Context-Free Grammars. ISDA 2007: 297-302 - 2006
- [j4]Marcelo Kleber Felisberto, Heitor Silvério Lopes
An object detection and recognition system for weld bead extraction from digital radiographs. Comput. Vis. Image Underst. 102(3): 238-249 (2006) - [j3]Denise Fukumi Tsunoda, Heitor Silvério Lopes
Automatic motif discovery in an enzyme database using a genetic algorithm-based approach. Soft Comput. 10(4): 325-330 (2006) - [c26]Wagner Rodrigo Weinert, Heitor S. Lopes
GEPCLASS: A Classification Rule Discovery Tool Using Gene Expression Programming. ADMA 2006: 871-880 - [c25]Reginaldo Bitello, Heitor S. Lopes
A Differential Evolution Approach for Protein Folding. CIBCB 2006: 1-5 - [c24]Guilherme Luiz Moritz
Hardalign: a parallel pairwise alignment hardware application. FPT 2006: 369-372 - [c23]Ernesto Rodrigues, Heitor Silvério Lopes:
Genetic Programming with Incremental Learning for Grammatical Inference. HIS 2006: 47 - [c22]Heitor S. Lopes
A Graph-Based Genetic Algorithm for the Multiple Sequence Alignment Problem. ICAISC 2006: 420-429 - [c21]Nilton B. Armstrong, Heitor S. Lopes
Preliminary Steps Towards Protein Folding Prediction Using Reconfigurable Computing. ReConFig 2006: 92-98 - [c20]Guilherme Luiz Moritz
Implementation of a Parallel Algorithm for Protein Pairwise Alignment Using Reconfigurable Computing. ReConFig 2006: 99-105 - [c19]Leandro dos Santos Coelho
Supply Chain Optimization Using Chaotic Differential Evolution Method. SMC 2006: 3114-3119 - 2005
- [c18]Heitor S. Lopes
An Enhanced Genetic Algorithm for Protein Structure Prediction Using the 2D Hydrophobic-Polar Model. Artificial Evolution 2005: 238-246 - [c17]Denise Fukumi Tsunoda, Heitor Silvério Lopes
An Evolutionary Approach for Motif Discovery and Transmembrane Protein Classification. EvoWorkshops 2005: 105-114 - [c16]Marcos H. Maruo
Self-Adapting Evolutionary Parameters: Encoding Aspects for Combinatorial Optimization Problems. EvoCOP 2005: 154-165 - [c15]Tania Mezzadri Centeno, Heitor Silvério Lopes
Object Detection for Computer Vision Using a Robust Genetic Algorithm. EvoWorkshops 2005: 284-293 - [c14]Heitor Silvério Lopes
Particle Swarm Optimization with Fast Local Search for the Blind Traveling Salesman Problem. HIS 2005: 245-250 - [r2]Rafael S. Parpinelli, Heitor Silvério Lopes, Alex Alves Freitas:
Classification-Rule Discovery with an Ant Colony Algorithm. Encyclopedia of Information Science and Technology (I) 2005: 420-424 - [r1]Denise Fukumi Tsunoda, Heitor Silvério Lopes, Ana Tereza Ribeiro de Vasconcelos:
Web Tools for Molecular Biological Data Analysis. Encyclopedia of Information Science and Technology (V) 2005: 3068-3073 - 2004
- [j2]Celia C. Bojarczuk, Heitor S. Lopes
A constrained-syntax genetic programming system for discovering classification rules: application to medical data sets. Artif. Intell. Medicine 30(1): 27-48 (2004) - [c13]Roberto Teixeira Alves, Myriam Regattieri Delgado, Heitor S. Lopes
An Artificial Immune System for Fuzzy-Rule Induction in Data Mining. PPSN 2004: 1011-1020 - [c12]Jaime de Britto, Heitor S. Lopes
Mobile Computing On Telemedicine And Distance Learning: Application On Surgery Pediatric Oncology. WMTE 2004: 139-143 - [c11]Heitor S. Lopes, Mauricio Perretto:
Reconstruction of Phylogenetic Trees using the Ant Colony Optimization Paradigm. WOB 2004: 49-56 - [c10]Heitor S. Lopes, Marcos P. Scapin:
Protein Structure Prediction using an enhanced Genetic Algorithm for the 2D HP model. WOB 2004: 183-186 - 2003
- [c9]Celia C. Bojarczuk, Heitor S. Lopes
An Innovative Application of a Constrained-Syntax Genetic Programming System to the Problem of Predicting Survival of Patients. EuroGP 2003: 11-21 - [c8]Heitor S. Lopes, Adilson Dias:
Extracting knowledge from the p53 mutation database: the influence of tabagism in the somatic mutations profile of lung cancer subjects. WOB 2003: 125-128 - 2002
- [j1]Rafael S. Parpinelli
Data mining with an ant colony optimization algorithm. IEEE Trans. Evol. Comput. 6(4): 321-332 (2002) - [c7]Rafael S. Parpinelli, Heitor S. Lopes
Mining Comprehensible Rules from Data with an Ant Colony Algorithm. SBIA 2002: 259-269 - [c6]Mauricio Kugler
Using a Chain of LVQ Neural Networks for Pattern Recognition of EEG Signals Related to Intermittent Photic-Stimulation. SBRN 2002: 173-177 - 2000
- [c5]C. Janeczko, Heitor S. Lopes
A genetic approach to ARMA filter synthesis for EEG signal simulation. CEC 2000: 373-378 - [c4]M. V. Fidelis, Heitor S. Lopes
Discovering comprehensible classification rules with a genetic algorithm. CEC 2000: 805-810 - [c3]Edgar Noda, Alex Alves Freitas, Heitor S. Lopes:
Comparing a Genetic Algorithm with a Rule Induction Algorithm in the Data Mining Task of Dependence Modeling. GECCO 2000: 1080
1990 – 1999
- 1999
- [c2]Edgar Noda, Aley A. Freitas, Heitor S. Lopes
Discovering interesting prediction rules with a genetic algorithm. CEC 1999: 1322-1329 - [c1]Celia C. Bojarczuk, Heitor S. Lopes, Alex Alves Freitas:
Discovering comprehensible classification rules by using Genetic Programming: a case study in a medical domain. GECCO 1999: 953-958
Coauthor Index
Leandro Takeshi F. Hattori
aka: Leandro Takeshi Hattori
aka: Leandro Takeshi Hattori
Rafael S. Parpinelli
aka: Rafael Stubs Parpinelli
aka: Rafael Stubs Parpinelli
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