Heitor Silvério Lopes

According to our database1, Heitor Silvério Lopes authored at least 109 papers between 1999 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Deep metric learning for open-set human action recognition in videos.
Neural Comput. Appl., 2021

2020
PathMolD-AB: Spatiotemporal pathways of protein folding using parallel molecular dynamics with a coarse-grained model.
Comput. Biol. Chem., 2020

A benchmark of optimally folded protein structures using integer programming and the 3D-HP-SC model.
Comput. Biol. Chem., 2020

One-Class Classification in Images and Videos Using a Convolutional Autoencoder With Compact Embedding.
IEEE Access, 2020

EPYNET: Efficient Pyramidal Network for Clothing Segmentation.
IEEE Access, 2020

2019
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

Classification of Weeds and Crops at the Pixel-Level Using Convolutional Neural Networks and Data Augmentation.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019

A Framework for Analyzing Book Covers and Co-purchases using Object Detection and Data Mining Methods.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2019

2018
A study of deep convolutional auto-encoders for anomaly detection in videos.
Pattern Recognit. Lett., 2018

A Novel Approach to Protein Folding Prediction based on Long Short-Term Memory Networks: A Preliminary Investigation and Analysis.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Feature Selection Using Differential Evolution for Unsupervised Image Clustering.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017
A Study on the Perception of Researchers About the Application of Agile Software Development Methods in Research.
Proceedings of the Agile Methods - 8th Brazilian Workshop, 2017

A deep bidirectional long short-term memory approach applied to the protein secondary structure prediction problem.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017

A clustering-based deep autoencoder for one-class image classification.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017

A gene expression programming approach for evolving multi-class image classifiers.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2017

2016
A high performance approach for parallel computing of fibre Bragg grating strain profiles using graphics processing units.
Int. J. High Perform. Syst. Archit., 2016

An integer programming model for protein structure prediction using the 3D-HP side chain model.
Discret. Appl. Math., 2016

An Ecologically-inspired Parallel Approach Applied to the Protein Structure Reconstruction from Contact Maps.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015
Extracting human attributes using a convolutional neural network approach.
Pattern Recognit. Lett., 2015

A computational ecosystem for optimization: review and perspectives for future research.
Memetic Comput., 2015

2014
Performance Analysis of Swarm Intelligence Algorithms for the 3D-AB <i>off-lattice</i> Protein Folding Problem.
J. Multiple Valued Log. Soft Comput., 2014

Population-based harmony search using GPU applied to protein structure prediction.
Int. J. Comput. Sci. Eng., 2014

Multiple Face Recognition Using Local Features and Swarm Intelligence.
IEICE Trans. Inf. Syst., 2014

Gene Expression Programming for Evolving Two-Dimensional Cellular Automata in a Distributed Environment.
Proceedings of the Intelligent Distributed Computing VIII, 2014

Using Social Network Analysis to Unveil Cartels in Public Bids.
Proceedings of the 2014 European Network Intelligence Conference, 2014

2013
An improved parallel differential evolution approach for protein structure prediction using both 2D and 3D off-lattice models.
Proceedings of the 2013 IEEE Symposium on Differential Evolution, 2013

Solving the base station placement problem by means of swarm intelligence.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Communication Systems and Networks, 2013

A fast modular simulator for combinational logic circuits generated by genetic algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

An Ecology-Based Evolutionary Algorithm Applied to the 2D-AB Off-Lattice Protein Structure Prediction Problem.
Proceedings of the Brazilian Conference on Intelligent Systems, 2013

2012
Nature-inspired collective intelligence in theory and practice.
Inf. Sci., 2012

Biological plausibility in optimisation: an ecosystemic view.
Int. J. Bio Inspired Comput., 2012

Parallelism, hybridism and coevolution in a multi-level ABC-GA approach for the protein structure prediction problem.
Concurr. Comput. Pract. Exp., 2012

Molecular Dynamics for Simulating the Protein Folding Process Using the 3D AB Off-Lattice Model.
Proceedings of the Advances in Bioinformatics and Computational Biology, 2012

An Ecology-Based Heterogeneous Approach for Cooperative Search.
Proceedings of the Advances in Artificial Intelligence - SBIA 2012, 2012

Population Resizing Using Nonlinear Dynamics in an Ecology-Based Approach.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

An Improved ABC Algorithm Approach Using SURF for Face Identification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

A Hierarchical Clustering Strategy to Improve the Biological Plausibility of an Ecology-Based Evolutionary Algorithm.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012

A new greedy heuristic for 3DHP protein struture prediction with side chain.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2011
A genetic programming method for protein motif discovery and protein classification.
Soft Comput., 2011

A FPGA-Based Reconfigurable Parallel Architecture for High-Performance Numerical Computation.
J. Circuits Syst. Comput., 2011

PRADA: a high-performance reconfigurable parallel architecture based on the dataflow model.
Int. J. High Perform. Syst. Archit., 2011

New inspirations in swarm intelligence: a survey.
Int. J. Bio Inspired Comput., 2011

Discrete Capacity Assignment in IP networks using Particle Swarm Optimization.
Appl. Math. Comput., 2011

An eco-inspired evolutionary algorithm applied to numerical optimization.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Reconfigurable Hardware Computing for Accelerating Protein Folding Simulations Using the Harmony Search Algorithm and the 3D-HP-Side Chain Model.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2011

2010
An Ontology-Based System for Knowledge Management and Learning in Neuropediatric Physiotherapy.
Proceedings of the Smart Information and Knowledge Management: Advances, 2010

Template Matching in Digital Images Using a Compact Genetic Algorithm with Elitism and Mutation.
J. Circuits Syst. Comput., 2010

Protein structure prediction with the 3D-HP side-chain model using a master-slave parallel genetic algorithm.
J. Braz. Comput. Soc., 2010

An Improved Artificial Bee Colony Algorithm for the Object Recognition Problem in Complex Digital Images Using Template Matching.
Int. J. Nat. Comput. Res., 2010

A differential evolution approach for protein structure optimisation using a 2D off-lattice model.
Int. J. Bio Inspired Comput., 2010

Evaluation of dynamic behavior forecasting parameters in the process of transition rule induction of unidimensional cellular automata.
Biosyst., 2010

Hierarchical Parallel Genetic Algorithm applied to the three-dimensional HP Side-chain Protein Folding Problem.
Proceedings of the IEEE International Conference on Systems, 2010

Parallel Artificial Bee Colony Algorithm Approaches for Protein Structure Prediction Using the 3DHP-SC Model.
Proceedings of the Intelligent Distributed Computing IV - Proceedings of the 4th International Symposium on Intelligent Distributed Computing, 2010

2009
Evolutionary Grammatical Inference.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Computers in Physical Therapy Education: Interactive Multimedia Learning with MuStreT.
Informatics Educ., 2009

Construction and Improvement Heuristics Applied to the Capacitated Vehicle Routing Problem.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

A Study of Topology in Insular Parallel Genetic Algorithms.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

A New Approach for Template Matching in Digital Images using an Artificial Bee Colony Algorithm.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

MAHATMA: A Genetic Programming-Based Tool for Protein Classification.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

A Hybrid Evolutionary Approach for the Protein Classification Problem.
Proceedings of the Computational Collective Intelligence. Semantic Web, 2009

A comparison of FPGA and FPAA technologies for a signal processing application.
Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009

A parallel genetic algorithm for protein folding prediction using the 3D-HP Side Chain model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Evolutionary Algorithms for the Protein Folding Problem: A Review and Current Trends.
Proceedings of the Computational Intelligence in Biomedicine and Bioinformatics, 2008

Supply chain optimisation using evolutionary algorithms.
Int. J. Comput. Appl. Technol., 2008

Particle Swarm Optimization for Object Recognition in Computer Vision.
Proceedings of the New Frontiers in Applied Artificial Intelligence, 2008

A Comparative Study of Machine Learning Methods for Detecting Promoters in Bacterial DNA Sequences.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

A Compact Genetic Algorithm with Elitism and Mutation Applied to Image Recognition.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

Modeling and Building an Ontology for Neuropediatric Physiotherapy Domain.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2007
An Ant Colony system for large-scale phylogenetic tree reconstruction.
J. Intell. Fuzzy Syst., 2007

A Differential Evolution Approach for Protein Folding Using a Lattice Model.
J. Comput. Sci. Technol., 2007

A Configware Approach for High-Speed Parallel Analysis of genomic Data.
J. Circuits Syst. Comput., 2007

Genetic programming for epileptic pattern recognition in electroencephalographic signals.
Appl. Soft Comput., 2007

Genetic Programming for Induction of Context-Free Grammars.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

Genetic Algorithms for the Nesting Problem in the Packing Industry.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007

A New Mutation Operator for the Elitism-Based Compact Genetic Algorithm.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Particle Swarm Optimization for the Multidimensional Knapsack Problem.
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Simulation of the Dynamic Behavior of One-Dimensional Cellular Automata Using Reconfigurable Computing.
Proceedings of the Reconfigurable Computing: Architectures, 2007

Multiple Sequence Alignment Using Reconfigurable Computing.
Proceedings of the Reconfigurable Computing: Architectures, 2007

Reconfigurable Parallel Architecture for Genetic Algorithms: Application to the Synthesis of Digital Circuits.
Proceedings of the Reconfigurable Computing: Architectures, 2007

Reconfigurable Computing for Accelerating Protein Folding Simulations.
Proceedings of the Reconfigurable Computing: Architectures, 2007

2006
Automatic motif discovery in an enzyme database using a genetic algorithm-based approach.
Soft Comput., 2006

An object detection and recognition system for weld bead extraction from digital radiographs.
Comput. Vis. Image Underst., 2006

Supply Chain Optimization Using Chaotic Differential Evolution Method.
Proceedings of the IEEE International Conference on Systems, 2006

Implementation of a Parallel Algorithm for Protein Pairwise Alignment Using Reconfigurable Computing.
Proceedings of the 2006 IEEE International Conference on Reconfigurable Computing and FPGA's, 2006

Preliminary Steps Towards Protein Folding Prediction Using Reconfigurable Computing.
Proceedings of the 2006 IEEE International Conference on Reconfigurable Computing and FPGA's, 2006

A Graph-Based Genetic Algorithm for the Multiple Sequence Alignment Problem.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

Genetic Programming with Incremental Learning for Grammatical Inference.
Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006

Hardalign: a parallel pairwise alignment hardware application.
Proceedings of the 2006 IEEE International Conference on Field Programmable Technology, 2006

A Differential Evolution Approach for Protein Folding.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006

GEPCLASS: A Classification Rule Discovery Tool Using Gene Expression Programming.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

2005
Particle Swarm Optimization with Fast Local Search for the Blind Traveling Salesman Problem.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

An Evolutionary Approach for Motif Discovery and Transmembrane Protein Classification.
Proceedings of the Applications of Evolutionary Computing, 2005

Self-Adapting Evolutionary Parameters: Encoding Aspects for Combinatorial Optimization Problems.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2005

Object Detection for Computer Vision Using a Robust Genetic Algorithm.
Proceedings of the Applications of Evolutionary Computing, 2005

An Enhanced Genetic Algorithm for Protein Structure Prediction Using the 2D Hydrophobic-Polar Model.
Proceedings of the Artificial Evolution, 2005

Web Tools for Molecular Biological Data Analysis.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

Classification-Rule Discovery with an Ant Colony Algorithm.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

2004
A constrained-syntax genetic programming system for discovering classification rules: application to medical data sets.
Artif. Intell. Medicine, 2004

Protein Structure Prediction using an enhanced Genetic Algorithm for the 2D HP model.
Proceedings of the III Brazilian Workshop on Bioinformatics, 2004

Reconstruction of Phylogenetic Trees using the Ant Colony Optimization Paradigm.
Proceedings of the III Brazilian Workshop on Bioinformatics, 2004

Mobile Computing On Telemedicine And Distance Learning: Application On Surgery Pediatric Oncology.
Proceedings of the Proceedings 2nd IEEE International Workshop on Wireless and Mobile Technologies in Education, 2004

An Artificial Immune System for Fuzzy-Rule Induction in Data Mining.
Proceedings of the Parallel Problem Solving from Nature, 2004

2003
Extracting knowledge from the p53 mutation database: the influence of tabagism in the somatic mutations profile of lung cancer subjects.
Proceedings of the II Brazilian Workshop on Bioinformatics, 2003

An Innovative Application of a Constrained-Syntax Genetic Programming System to the Problem of Predicting Survival of Patients.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

2002
Data mining with an ant colony optimization algorithm.
IEEE Trans. Evol. Comput., 2002

Using a Chain of LVQ Neural Networks for Pattern Recognition of EEG Signals Related to Intermittent Photic-Stimulation.
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

Mining Comprehensible Rules from Data with an Ant Colony Algorithm.
Proceedings of the Advances in Artificial Intelligence, 2002

2000
Comparing a Genetic Algorithm with a Rule Induction Algorithm in the Data Mining Task of Dependence Modeling.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1999
Discovering comprehensible classification rules by using Genetic Programming: a case study in a medical domain.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999


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