Cleber Zanchettin

According to our database, Cleber Zanchettin authored at least 110 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Energy Consumption Tmote Sky Ultra low power IEEE 802.15.4.

Paulo F. C. Barbosa, Cleber Zanchettin, Renato M. de Moraes

Dataset, January, 2023

Energy Consumption CSMA/CA and slotted ALOHA (μ-AMPS).

Paulo F. C. Barbosa, Bruna Silva, Cleber Zanchettin, Renato Mariz de Moraes

Dataset, January, 2023

Predictive Authoring for Brazilian Portuguese Augmentative and Alternative Communication.

Jayr Alencar Pereira, Rodrigo Frassetto Nogueira, Cleber Zanchettin, Robson do Nascimento Fidalgo

CoRR, 2023

Evaluating Transformer-based Models in the Information Extraction of Fiscal Documents.

João Macedo, Byron L. D. Bezerra, Estanislau Lima, Alysson Soares, Celso A. M. Lopes Junior, Cleber Zanchettin

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

A Semi-Supervised Autoencoder Approach for Efficient Intrusion Detection in Network Traffic.

Arthur Almeida, Luís Gonçalves, Cleber Zanchettin, Byron Leite Dantas Bezerra

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

Exploring the Impact of Synthetic Data on Human Activity Recognition Tasks.

Maynara Donato de Souza, Clesson Roberto Silva Junior, Jonysberg P. Quintino, Andre Luís de Medeiros Santos, Fabio Q. B. da Silva, Cleber Zanchettin

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Self-calibrated U-Net for Document Segmentation.

Iago Richard Rodrigues, Leylane Graziele Ferreira da Silva, David L. Macêdo, Cleber Zanchettin, Patricia Takako Endo, Djamel Fawzi Hadj Sadok

Proceedings of the International Joint Conference on Neural Networks, 2023

Learning What, Where and Which to Transfer.

Lucas de Lima Nogueira, David Macêdo, Cleber Zanchettin, Fernando M. P. Neto, Adriano Lorena Inácio de Oliveira

Proceedings of the International Joint Conference on Neural Networks, 2023

Improving small object detection with DETRAug.

Evair Cunha, David Macêdo, Cleber Zanchettin

Proceedings of the International Joint Conference on Neural Networks, 2023

Exploring Image Classification Robustness and Interpretability with Right for the Right Reasons Data Augmentation.

Flávio Arthur Oliveira Santos, Cleber Zanchettin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

An Augmentative and Alternative Communication Synthetic Corpus for Brazilian Portuguese.

Jayr Alencar Pereira, Rodrigo Frassetto Nogueira, Cleber Zanchettin, Robson N. Fidalgo

Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2023

Image Classification Understanding with Model Inspector Tool.

Flávio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

On the Assessment of Deep Learning Models for Named Entity Recognition of Brazilian Legal Documents.

Hidelberg Oliveira Albuquerque, Ellen Souza, Adriano L. I. Oliveira, David Macêdo, Cleber Zanchettin, Douglas Vitório, Nádia Félix F. da Silva, André C. P. L. F. de Carvalho

Proceedings of the Progress in Artificial Intelligence, 2023

Optimization Strategies for BERT-Based Named Entity Recognition.

Monique Monteiro, Cleber Zanchettin

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022

Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples.

David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir

IEEE Trans. Neural Networks Learn. Syst., 2022

On the Impact of Interpretability Methods in Active Image Augmentation Method.

Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais

Log. J. IGPL, 2022

PictoBERT: Transformers for next pictogram prediction.

Jayr Alencar Pereira, David Macêdo, Cleber Zanchettin, Adriano Lorena Inácio de Oliveira, Robson do Nascimento Fidalgo

Expert Syst. Appl., 2022

Multi-human Fall Detection and Localization in Videos.

Mouglas Eugênio Nasário Gomes, David Macêdo, Cleber Zanchettin, Paulo Salgado Gomes de Mattos Neto, Adriano L. I. Oliveira

Comput. Vis. Image Underst., 2022

Distinction Maximization Loss: Efficiently Improving Classification Accuracy, Uncertainty Estimation, and Out-of-Distribution Detection Simply Replacing the Loss and Calibrating.

David Macêdo, Cleber Zanchettin, Teresa Bernarda Ludermir

CoRR, 2022

ASL-Skeleton3D and ASL-Phono: Two Novel Datasets for the American Sign Language.

Cleison Correia de Amorim, Cleber Zanchettin

CoRR, 2022

Convolution Optimization in Fire Classification.

Angel Ayala, Bruno José Torres Fernandes, Francisco Cruz, David Macêdo, Cleber Zanchettin

IEEE Access, 2022

Visual Analysis of Deep Learning Methods for Industrial Vacuum Metalized Film Product.

Thiago Moura da Rocha Bastos, Luiz Stragevitch, Cleber Zanchettin

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

An Adapted GRASP Approach for Hyperparameter Search on Deep Networks Applied to Tabular Data.

Andersson A. Da Silva, Amanda S. Xavier, David Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira

Proceedings of the International Joint Conference on Neural Networks, 2022

Unsupervised Multi-view Multi-person 3D Pose Estimation Using Reprojection Error.

Diógenes Wallis de França Silva, João Paulo Silva do Monte Lima, David Macêdo, Cleber Zanchettin, Diego Gabriel Francis Thomas, Hideaki Uchiyama, Veronica Teichrieb

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

LogBERT-BiLSTM: Detecting Malicious Web Requests.

Levi S. Ramos Júnior, David Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Training Aware Sigmoidal Optimization.

David Macêdo, Pedro Dreyer, Teresa Bernarda Ludermir, Cleber Zanchettin

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

Detecting Malicious HTTP Requests Without Log Parser Using RequestBERT-BiLSTM.

Levi S. Ramos Júnior, David Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Intrusion Detection for Cyber-Physical Systems Using Generative Adversarial Networks in Fog Environment.

Paulo Freitas de Araujo-Filho, Georges Kaddoum, Divanilson R. Campelo, Aline Gondim Santos, David Macêdo, Cleber Zanchettin

IEEE Internet Things J., 2021

Multi-Cue Adaptive Emotion Recognition Network.

Willams L. Costa, David Macêdo, Cleber Zanchettin, Lucas Silva Figueiredo, Veronica Teichrieb

CoRR, 2021

Training Aware Sigmoidal Optimizer.

David Macêdo, Pedro Dreyer, Teresa Bernarda Ludermir, Cleber Zanchettin

CoRR, 2021

Morphological Skip-Gram: Replacing FastText characters n-gram with morphological knowledge.

Flávio Arthur O. Santos, Thiago Dias Bispo, Hendrik Teixeira Macedo, Cleber Zanchettin

Inteligencia Artif., 2021

Identification of Microorganism Colony Odor Signature using InceptionTime.

Paulo M. Vasconcelos, David Macêdo, Leandro M. Almeida, Reginaldo G. L. Neto, Clayton A. Benevides, Cleber Zanchettin, Adriano L. I. Oliveira

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Multi-Class Mobile Money Service Financial Fraud Detection by Integrating Supervised Learning with Adversarial Autoencoders.

Julio Cezar Soares Silva, David Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira, Adiel Teixeira de Almeida Filho

Proceedings of the International Joint Conference on Neural Networks, 2021

Entropic Out-of-Distribution Detection.

David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir

Proceedings of the International Joint Conference on Neural Networks, 2021

A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks.

Flávio Arthur Oliveira Santos, Cleber Zanchettin, José Vitor Santos Silva, Leonardo Nogueira Matos, Paulo Novais

Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Construction of Brazilian Regulatory Traffic Sign Recognition Dataset.

Rafael Silva, Bruno O. Prado, Leonardo N. Matos, Flávio Arthur O. Santos, Cleber Zanchettin, Paulo Novais

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021

2020

HU-PageScan: a fully convolutional neural network for document page crop.

Ricardo Batista das Neves Junior, Estanislau Lima, Byron L. D. Bezerra, Cleber Zanchettin, Alejandro H. Toselli

IET Image Process., 2020

Morphological Skip-Gram: Using morphological knowledge to improve word representation.

Flávio Arthur O. Santos, Hendrik T. Macedo, Thiago Dias Bispo, Cleber Zanchettin

CoRR, 2020

Energy Consumption Optimization for CSMA/CA Protocol Employing Machine Learning.

Paulo F. C. Barbosa, Bruna Alves da Silva, Cleber Zanchettin, Renato Mariz de Moraes

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

DQN-AF: Deep Q-Network based Adaptive Forwarding Strategy for Named Data Networking.

Ygor Amaral B. L. de Sena, Kelvin Lopes Dias, Cleber Zanchettin

Proceedings of the IEEE Latin-American Conference on Communications, 2020

AM-MobileNet1D: A Portable Model for Speaker Recognition.

João Antônio Chagas Nunes, David Macedo, Cleber Zanchettin

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Distantly-Supervised Neural Relation Extraction with Side Information using BERT.

Johny Moreira, Chaina Oliveira, David Macêdo, Cleber Zanchettin, Luciano Barbosa

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation.

Ricardo Batista das Neves Junior, Luiz Felipe Verçosa, David Macedo, Byron Leite Dantas Bezerra, Cleber Zanchettin

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Squeezed Deep 6DoF Object Detection using Knowledge Distillation.

Heitor Felix, Walber M. Rodrigues, David Macêdo, Francisco Simões, Adriano L. I. Oliveira, Veronica Teichrieb, Cleber Zanchettin

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

KutralNet: A Portable Deep Learning Model for Fire Recognition.

Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

On Analysing Similarity Knowledge Transfer by Ensembles.

Danilo Pereira, Flávio Arthur O. Santos, Leonardo N. Matos, Paulo Novais, Cleber Zanchettin, Teresa Bernarda Ludermir

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

2019

Enhancing batch normalized convolutional networks using displaced rectifier linear units: A systematic comparative study.

David Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir

Expert Syst. Appl., 2019

Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss.

David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Alain Tapp, Teresa Bernarda Ludermir

CoRR, 2019

Improving Universal Language Model Fine-Tuning using Attention Mechanism.

Flávio Arthur O. Santos, Karina L. Ponce-Guevara, David Macêdo, Cleber Zanchettin

Proceedings of the International Joint Conference on Neural Networks, 2019

On the Influence of the Color Model for Image Boundary Detection Algorithms based on Convolutional Neural Networks.

Tiago J. dos Santos, Carlos A. B. Mello, Cleber Zanchettin, Thiago V. M. de Souza

Proceedings of the International Joint Conference on Neural Networks, 2019

Additive Margin SincNet for Speaker Recognition.

João Antônio Chagas Nunes, David Macêdo, Cleber Zanchettin

Proceedings of the International Joint Conference on Neural Networks, 2019

Heartbeat Anomaly Detection using Adversarial Oversampling.

Jefferson L. P. Lima, David Macêdo, Cleber Zanchettin

Proceedings of the International Joint Conference on Neural Networks, 2019

Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill Evaluation.

Dayvid Castro, Danilo Pereira, Cleber Zanchettin, David Macêdo, Byron L. D. Bezerra

Proceedings of the International Joint Conference on Neural Networks, 2019

Speeding-up the Handwritten Signature Segmentation Process through an Optimized Fully Convolutional Neural Network.

Paloma G. S. Silva, Celso A. M. Lopes Junior, Estanislau Lima, Byron L. D. Bezerra, Cleber Zanchettin

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Improving Deep Image Clustering with Spatial Transformer Layers.

Thiago V. M. Souza, Cleber Zanchettin

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

Dynamic Centroid Insertion and Adjustment for Data Sets with Multiple Imbalanced Classes.

Evandro J. R. Silva, Cleber Zanchettin

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Squeezed Very Deep Convolutional Neural Networks for Text Classification.

Andréa B. Duque, Luã Lázaro J. Santos, David Macêdo, Cleber Zanchettin

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition.

Cleison Correia de Amorim, David Macêdo, Cleber Zanchettin

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Hierarchical Attentional Hybrid Neural Networks for Document Classification.

Jader Abreu, Luis Fred, David Macêdo, Cleber Zanchettin

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Active Image Data Augmentation.

Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais

Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

2018

Gesture recognition: A review focusing on sign language in a mobile context.

Davi Hirafuji Neiva, Cleber Zanchettin

Expert Syst. Appl., 2018

Reducing SqueezeNet Storage Size with Depthwise Separable Convolutions.

Aline Gondim Santos, Camila Oliveira de Souza, Cleber Zanchettin, David Macedo, Adriano L. I. Oliveira, Teresa Bernarda Ludermir

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

SegNetRes-CRF: A Deep Convolutional Encoder-Decoder Architecture for Semantic Image Segmentation.

Luiz Antonio de Oliveira Junior, Heitor R. Medeiros, David Macedo, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

QRNN: q -Generalized Random Neural Network.

Dusan Stosic, Darko Stosic, Cleber Zanchettin, Teresa Bernarda Ludermir, Borko D. Stosic

IEEE Trans. Neural Networks Learn. Syst., 2017

The Impact of Dataset Complexity on Transfer Learning over Convolutional Neural Networks.

Miguel D. de S. Wanderley, Leonardo de A. e Bueno, Cleber Zanchettin, Adriano L. I. Oliveira

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2016

An efficient static gesture recognizer embedded system based on ELM pattern recognition algorithm.

Lucas F. S. Cambuim, Rafael M. Macieira, Fernando M. de Paula Neto, Edna Barros, Teresa Bernarda Ludermir, Cleber Zanchettin

J. Syst. Archit., 2016

Objective Video Quality Assessment Based on Neural Networks.

Diego P. A. Menor, Carlos A. B. Mello, Cleber Zanchettin

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

On Validation Setup for Multiclass Imbalanced Data Sets.

Evandro J. R. Silva, Cleber Zanchettin

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

A Voronoi Diagram Based Classifier for Multiclass Imbalanced Data Sets.

Evandro J. R. Silva, Cleber Zanchettin

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

A Dynamic Gesture Recognition System to Translate between Sign Languages in Complex Backgrounds.

Davi Hirafuji Neiva, Cleber Zanchettin

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

Building Ensembles with Classifier Selection Using Self-Organizing Maps.

Leandro Maciel Almeida, Cleber Zanchettin, Hilton Pintor Bezerra Leite

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015

On the Existence of a Threshold in Class Imbalance Problems.

Evandro J. R. Silva, Cleber Zanchettin

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Extreme Learning Machine for Real Time Recognition of Brazilian Sign Language.

Fernando M. de Paula Neto, Lucas F. S. Cambuim, Rafael M. Macieira, Teresa Bernarda Ludermir, Cleber Zanchettin, Edna Natividade da Silva Barros

Proceedings of the 2015 IEEE International Conference on Systems, 2015

2014

Advances in intelligent systems.

Teresa Bernarda Ludermir, Cleber Zanchettin, Ana Carolina Lorena

Neurocomputing, 2014

Handwriting recognition system for mobile accessibility to the visually impaired people.

Felipe Mendonca Gouveia, Byron Leite Dantas Bezerra, Cleber Zanchettin, Joao Raul Jardim Meneses

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Utilização de Morfismo como Classificador para Verificação de Assinaturas Off-line.

Lucindo de Melo, Cleber Zanchettin, Anderson Apolonio Lira Queiroz, Gliner Dias Alencar

Proceedings of the 10th Brazilian Symposium on Information Systems, 2014

Face recognition based on global and local features.

Cleber Zanchettin

Proceedings of the Symposium on Applied Computing, 2014

2013

Metaclasses and zoning for handwritten document recognition.

V. Macário, G. F. P. Silva, Milena R. P. Souza, Cleber Zanchettin, George D. C. Cavalcanti

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

An adaptive thresholding algorithm based on edge detection and morphological operations for document images.

Renata Freire de Paiva Neves, Cleber Zanchettin, Carlos Alexandre Barros Mello

Proceedings of the ACM Symposium on Document Engineering 2013, 2013

2012

A Hybrid RNN Model for Cursive Offline Handwriting Recognition.

Byron Leite Dantas Bezerra, Cleber Zanchettin, Vinícius Braga de Andrade

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

A KNN-SVM hybrid model for cursive handwriting recognition.

Cleber Zanchettin, Byron Leite Dantas Bezerra, Washington W. Azevedo

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Odor recognition systems for natural gas odorization monitoring.

Cleber Zanchettin, Leandro M. Almeida, Frederico D. Menezes, Teresa Bernarda Ludermir, Walter M. Azevedo

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Offline handwritten signature verification through network radial basis functions optimized by Differential Evolution.

Saulo Henrique Leoncio de Medeiros Napoles, Cleber Zanchettin

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

An Efficient Way of Combining SVMs for Handwritten Digit Recognition.

Renata F. P. Neves, Cleber Zanchettin, Alberto N. G. Lopes Filho

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

A MDRNN-SVM Hybrid Model for Cursive Offline Handwriting Recognition.

Byron Leite Dantas Bezerra, Cleber Zanchettin, Vinícius Braga de Andrade

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011

Hybrid Training Method for MLP: Optimization of Architecture and Training.

Cleber Zanchettin, Teresa Bernarda Ludermir, Leandro M. Almeida

IEEE Trans. Syst. Man Cybern. Part B, 2011

Feature and algorithm selection with Hybrid Intelligent Techniques.

Teresa Bernarda Ludermir, Ricardo Bastos Cavalcante Prudêncio, Cleber Zanchettin

Int. J. Hybrid Intell. Syst., 2011

A Multi-Layer Perceptron approach to threshold documents with complex background.

Juliano C. B. Rabelo, Cleber Zanchettin, Carlos A. B. Mello, Byron L. D. Bezerra

Proceedings of the IEEE International Conference on Systems, 2011

A SVM based off-line handwritten digit recognizer.

Renata F. P. Neves, Alberto N. G. Lopes Filho, Carlos A. B. Mello, Cleber Zanchettin

Proceedings of the IEEE International Conference on Systems, 2011

A MLP-SVM hybrid model for cursive handwriting recognition.

Washington W. Azevedo, Cleber Zanchettin

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Evolving Clonal Adaptive Resonance Theory based on ECOS theory.

Jose Lima Alexandrino, Cleber Zanchettin, Edson Costa de Barros Carvalho Filho

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

Design of Experiments in Neuro-Fuzzy Systems.

Cleber Zanchettin, Leandro L. Minku, Teresa Bernarda Ludermir

Int. J. Comput. Intell. Appl., 2010

2009

Hybrid intelligent immune system using Radial Basis Function applied to Time Series Analysis.

Jose Lima Alexandrino, Cleber Zanchettin, Edson Costa de Barros Carvalho Filho

Proceedings of the International Joint Conference on Neural Networks, 2009

Hybrid Optimization Technique for Artificial Neural Networks Design.

Cleber Zanchettin, Teresa Bernarda Ludermir

Proceedings of the ICEIS 2009, 2009

2008

Feature subset selection in a methodology for training and improving artificial neural network weights and connections.

Cleber Zanchettin, Teresa Bernarda Ludermir

Proceedings of the International Joint Conference on Neural Networks, 2008

A hybrid intelligent system clonart for short and mid-term forecasting for the Brazilian Energy Distribution System.

Jose Lima Alexandrino, Cleber Zanchettin, Edson Costa de Barros Carvalho Filho

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

Wavelet filter for noise reduction and signal compression in an artificial nose.

Cleber Zanchettin, Teresa Bernarda Ludermir

Appl. Soft Comput., 2007

Comparison of the Effectiveness of Different Cost Functions in Global Optimization Techniques.

Cleber Zanchettin, Teresa Bernarda Ludermir

Proceedings of the International Joint Conference on Neural Networks, 2007

An Efficient Thresholding Algorithm for Brazilian Bank Checks.

Carlos A. B. Mello, Byron L. D. Bezerra, Cleber Zanchettin, V. Macário

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Artificial Immune System with ART Memory Hibridization.

Jose Lima Alexandrino, Cleber Zanchettin, Edson Costa de Barros Carvalho Filho

Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007

2006

An Optimization Methodology for Neural Network Weights and Architectures.

Teresa Bernarda Ludermir, Akio Yamazaki, Cleber Zanchettin

IEEE Trans. Neural Networks, 2006

The Influence of Different Cost Functions in Global Optimization Techniques.

Cleber Zanchettin, Teresa Bernarda Ludermir

Proceedings of the SBRN 2006, 2006

A methodology to train and improve artificial neural networks' weights and connections.

Cleber Zanchettin, Teresa Bernarda Ludermir

Proceedings of the International Joint Conference on Neural Networks, 2006

A neural architecture to identify courtesy amount delimiters.

Cleber Zanchettin, George D. C. Cavalcanti, Rodrigo C. Doria, Eduardo F. A. Silva, Juliano C. B. Rabelo, Byron L. D. Bezerra

Proceedings of the International Joint Conference on Neural Networks, 2006

A Heuristic Binarization Algorithm for Documents with Complex Background.

George D. C. Cavalcanti, Eduardo F. A. Silva, Cleber Zanchettin, Byron L. D. Bezerra, Rodrigo C. Doria, Juliano C. B. Rabelo

Proceedings of the International Conference on Image Processing, 2006

2005

Hybrid neural systems for pattern recognition in artificial noses.

Cleber Zanchettin, Teresa Bernarda Ludermir

Int. J. Neural Syst., 2005

Hybrid Technique for Artificial Neural Network Architecture and Weight Optimization.

Cleber Zanchettin, Teresa Bernarda Ludermir

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Design of Experiments in Neuro-Fuzzy Systems.

Cleber Zanchettin, Fernanda L. Minku, Teresa Bernarda Ludermir

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

2004

Evolving Fuzzy Neural Networks Applied to Odor Recognition.

Cleber Zanchettin, Teresa Bernarda Ludermir

Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003

A Neuro-Fuzzy Model Applied to Odor Recognition in an Artificial Nose.

Cleber Zanchettin, Teresa Bernarda Ludermir

Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003