Cleber Zanchettin

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 86

Top Venues

Publications

Luís Gonçalves, Cleber Zanchettin
Detecting abnormal logins by discovering anomalous links via graph transformers. Comput. Secur. 144 (2024)
Jayr Alencar Pereira, Francisco Rodrigues, Jaylton Alencar Pereira, Cleber Zanchettin, Robson N. Fidalgo
Enhancing Augmentative and Alternative Communication with Card Prediction and Colourful Semantics. CoRR (2024)
Jayr Alencar Pereira, Jaylton Alencar Pereira, Cleber Zanchettin, Robson do Nascimento Fidalgo
PrAACT: Predictive Augmentative and Alternative Communication with Transformers. Expert Syst. Appl. 240 (2024)
Mateus G. Machado, João G. Melo, Cleber Zanchettin, Pedro H. M. Braga, Pedro V. Cunha, Edna Natividade da Silva Barros, Hansenclever F. Bassani
Planning the path with Reinforcement Learning: Optimal Robot Motion Planning in RoboCup Small Size League Environments. CoRR (2024)
Flávio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin
Image Classification Understanding with Model Inspector Tool. HAIS (2023)
Jayr Alencar Pereira, Rodrigo Frassetto Nogueira, Cleber Zanchettin, Robson N. Fidalgo
An Augmentative and Alternative Communication Synthetic Corpus for Brazilian Portuguese. ICALT (2023)
Evair Cunha, David Macêdo, Cleber Zanchettin
Improving small object detection with DETRAug. IJCNN (2023)
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
On the Assessment of Deep Learning Models for Named Entity Recognition of Brazilian Legal Documents. EPIA (2) (2023)
João Macedo, Byron L. D. Bezerra, Estanislau Lima, Alysson Soares, Celso A. M. Lopes Junior, Cleber Zanchettin
Evaluating Transformer-based Models in the Information Extraction of Fiscal Documents. LA-CCI (2023)
Lucas de Lima Nogueira, David Macêdo, Cleber Zanchettin, Fernando M. P. Neto, Adriano Lorena Inácio de Oliveira
Learning What, Where and Which to Transfer. IJCNN (2023)
Monique Monteiro, Cleber Zanchettin
Optimization Strategies for BERT-Based Named Entity Recognition. BRACIS (3) (2023)
Iago Richard Rodrigues, Leylane Graziele Ferreira da Silva, David L. Macêdo, Cleber Zanchettin, Patricia Takako Endo, Djamel Fawzi Hadj Sadok
Self-calibrated U-Net for Document Segmentation. IJCNN (2023)
Jayr Alencar Pereira, Rodrigo Frassetto Nogueira, Cleber Zanchettin, Robson do Nascimento Fidalgo
Predictive Authoring for Brazilian Portuguese Augmentative and Alternative Communication. CoRR (2023)
Maynara Donato de Souza, Clesson Roberto Silva Junior, Jonysberg P. Quintino, Andre Luís de Medeiros Santos, Fabio Q. B. da Silva, Cleber Zanchettin
Exploring the Impact of Synthetic Data on Human Activity Recognition Tasks. INNS DLIA@IJCNN (2023)
Arthur Almeida, Luís Gonçalves, Cleber Zanchettin, Byron Leite Dantas Bezerra
A Semi-Supervised Autoencoder Approach for Efficient Intrusion Detection in Network Traffic. LA-CCI (2023)
Flávio Arthur Oliveira Santos, Cleber Zanchettin
Exploring Image Classification Robustness and Interpretability with Right for the Right Reasons Data Augmentation. ICCV (Workshops) (2023)
Thiago Moura da Rocha Bastos, Luiz Stragevitch, Cleber Zanchettin
Visual Analysis of Deep Learning Methods for Industrial Vacuum Metalized Film Product. VISIGRAPP (4: VISAPP) (2022)
Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais
On the Impact of Interpretability Methods in Active Image Augmentation Method. Log. J. IGPL 30 (4) (2022)
Angel Ayala, Bruno José Torres Fernandes, Francisco Cruz, David Macêdo, Cleber Zanchettin
Convolution Optimization in Fire Classification. IEEE Access 10 (2022)
Cleison Correia de Amorim, Cleber Zanchettin
ASL-Skeleton3D and ASL-Phono: Two Novel Datasets for the American Sign Language. CoRR (2022)
Andersson A. Silva, Amanda S. Xavier, David Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira
An Adapted GRASP Approach for Hyperparameter Search on Deep Networks Applied to Tabular Data. IJCNN (2022)
David Macêdo, Cleber Zanchettin, Teresa Bernarda Ludermir
Distinction Maximization Loss: Efficiently Improving Classification Accuracy, Uncertainty Estimation, and Out-of-Distribution Detection Simply Replacing the Loss and Calibrating. CoRR (2022)
Jayr Alencar Pereira, David Macêdo, Cleber Zanchettin, Adriano Lorena Inácio de Oliveira, Robson do Nascimento Fidalgo
PictoBERT: Transformers for next pictogram prediction. Expert Syst. Appl. 202 (2022)
Mouglas Eugênio Nasário Gomes, David Macêdo, Cleber Zanchettin, Paulo Salgado Gomes de Mattos Neto, Adriano L. I. Oliveira
Multi-human Fall Detection and Localization in Videos. Comput. Vis. Image Underst. 220 (2022)
Diógenes Wallis de França Silva, João Paulo Silva do Monte Lima, David Macêdo, Cleber Zanchettin, Diego Gabriel Francis Thomas, Hideaki Uchiyama, Veronica Teichrieb
Unsupervised Multi-view Multi-person 3D Pose Estimation Using Reprojection Error. ICANN (3) (2022)
Levi S. Ramos Júnior, David Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
Detecting Malicious HTTP Requests Without Log Parser Using RequestBERT-BiLSTM. BRACIS (2) (2022)
David Macêdo, Pedro Dreyer, Teresa Bernarda Ludermir, Cleber Zanchettin
Training Aware Sigmoidal Optimization. BRACIS (2) (2022)
Levi S. Ramos Júnior, David Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
LogBERT-BiLSTM: Detecting Malicious Web Requests. ICANN (3) (2022)
David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Flávio Arthur O. Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais
On the Impact of Interpretability Methods in Active Image Augmentation Method. CoRR (2021)
Flávio Arthur Oliveira Santos, Cleber Zanchettin, José Vitor Santos Silva, Leonardo Nogueira Matos, Paulo Novais
A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks. HAIS (2021)
Rafael Silva, Bruno O. Prado, Leonardo Nogueira Matos, Flávio Arthur O. Santos, Cleber Zanchettin, Paulo Novais
Construction of Brazilian Regulatory Traffic Sign Recognition Dataset. CIARP (2021)
David Macêdo, Pedro Dreyer, Teresa Bernarda Ludermir, Cleber Zanchettin
Training Aware Sigmoidal Optimizer. CoRR (2021)
Flávio Arthur O. Santos, Thiago Dias Bispo, Hendrik Teixeira Macedo, Cleber Zanchettin
Morphological Skip-Gram: Replacing FastText characters n-gram with morphological knowledge. Inteligencia Artif. 24 (67) (2021)
David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
Entropic Out-of-Distribution Detection. IJCNN (2021)
Paulo Freitas de Araujo-Filho, Georges Kaddoum, Divanilson R. Campelo, Aline Gondim Santos, David Macêdo, Cleber Zanchettin
Intrusion Detection for Cyber-Physical Systems Using Generative Adversarial Networks in Fog Environment. IEEE Internet Things J. 8 (8) (2021)
Willams L. Costa, David Macêdo, Cleber Zanchettin, Lucas Silva Figueiredo, Veronica Teichrieb
Multi-Cue Adaptive Emotion Recognition Network. CoRR (2021)
Julio Cezar Soares Silva, David Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira, Adiel Teixeira de Almeida Filho
Multi-Class Mobile Money Service Financial Fraud Detection by Integrating Supervised Learning with Adversarial Autoencoders. IJCNN (2021)
Paulo M. Vasconcelos, David Macêdo, Leandro M. Almeida, Reginaldo G. L. Neto, Clayton A. Benevides, Cleber Zanchettin, Adriano L. I. Oliveira
Identification of Microorganism Colony Odor Signature using InceptionTime. SMC (2021)
Ygor Amaral B. L. de Sena, Kelvin Lopes Dias, Cleber Zanchettin
DQN-AF: Deep Q-Network based Adaptive Forwarding Strategy for Named Data Networking. CoRR (2020)
Johny Moreira, Chaina Oliveira, David Macedo, Cleber Zanchettin, Luciano Barbosa
Distantly-Supervised Neural Relation Extraction with Side Information using BERT. CoRR (2020)
Ricardo Batista das Neves Junior, Luiz Felipe Verçosa, David Macêdo, Byron Leite Dantas Bezerra, Cleber Zanchettin
A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation. CoRR (2020)
Flávio Arthur O. Santos, Hendrik T. Macedo, Thiago Dias Bispo, Cleber Zanchettin
Morphological Skip-Gram: Using morphological knowledge to improve word representation. CoRR (2020)
Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
KutralNet: A Portable Deep Learning Model for Fire Recognition. IJCNN (2020)
Danilo Pereira, Flávio Arthur O. Santos, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin, Teresa Bernarda Ludermir
On Analysing Similarity Knowledge Transfer by Ensembles. IDEAL (2) (2020)
Ygor Amaral B. L. de Sena, Kelvin Lopes Dias, Cleber Zanchettin
DQN-AF: Deep Q-Network based Adaptive Forwarding Strategy for Named Data Networking. LATINCOM (2020)
Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
KutralNet: A Portable Deep Learning Model for Fire Recognition. CoRR (2020)
Ricardo Batista das Neves Junior, Luiz Felipe Verçosa, David Macedo, Byron Leite Dantas Bezerra, Cleber Zanchettin
A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation. IJCNN (2020)
Johny Moreira, Chaina Oliveira, David Macêdo, Cleber Zanchettin, Luciano Barbosa
Distantly-Supervised Neural Relation Extraction with Side Information using BERT. IJCNN (2020)
Heitor Felix, Walber M. Rodrigues, David Macêdo, Francisco Simões, Adriano L. I. Oliveira, Veronica Teichrieb, Cleber Zanchettin
Squeezed Deep 6DoF Object Detection using Knowledge Distillation. IJCNN (2020)
João Antônio Chagas Nunes, David Macêdo, Cleber Zanchettin
AM-MobileNet1D: A Portable Model for Speaker Recognition. CoRR (2020)
Paulo F. C. Barbosa, Bruna Alves da Silva, Cleber Zanchettin, Renato M. de Moraes
Energy Consumption Optimization for CSMA/CA Protocol Employing Machine Learning. VTC Spring (2020)
Heitor Felix, Walber M. Rodrigues, David Macêdo, Francisco Simões, Adriano L. I. Oliveira, Veronica Teichrieb, Cleber Zanchettin
Squeezed Deep 6DoF Object Detection Using Knowledge Distillation. CoRR (2020)
Ricardo Batista das Neves Junior, Estanislau Lima, Byron L. D. Bezerra, Cleber Zanchettin, Alejandro H. Toselli
HU-PageScan: a fully convolutional neural network for document page crop. IET Image Process. 14 (15) (2020)
João Antônio Chagas Nunes, David Macedo, Cleber Zanchettin
AM-MobileNet1D: A Portable Model for Speaker Recognition. IJCNN (2020)
Thiago V. M. Souza, Cleber Zanchettin
Improving Deep Image Clustering With Spatial Transformer Layers. CoRR (2019)
David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Alain Tapp, Teresa Bernarda Ludermir
Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss. CoRR (2019)
David Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
Enhancing batch normalized convolutional networks using displaced rectifier linear units: A systematic comparative study. Expert Syst. Appl. 124 (2019)
Andréa B. Duque, Luã Lázaro J. Santos, David Macêdo, Cleber Zanchettin
Squeezed Very Deep Convolutional Neural Networks for Text Classification. ICANN (1) (2019)
Paloma G. S. Silva, Celso A. M. Lopes Junior, Estanislau Lima, Byron L. D. Bezerra, Cleber Zanchettin
Speeding-up the Handwritten Signature Segmentation Process through an Optimized Fully Convolutional Neural Network. ICDAR (2019)
Andréa B. Duque, Luã Lázaro J. Santos, David Macêdo, Cleber Zanchettin
Squeezed Very Deep Convolutional Neural Networks for Text Classification. CoRR (2019)
Dayvid Castro, Danilo Pereira, Cleber Zanchettin, David Macêdo, Byron L. D. Bezerra
Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill Evaluation. IJCNN (2019)
Flávio Arthur O. Santos, Karina L. Ponce-Guevara, David Macêdo, Cleber Zanchettin
Improving Universal Language Model Fine-Tuning using Attention Mechanism. IJCNN (2019)
Evandro J. R. Silva, Cleber Zanchettin
Dynamic Centroid Insertion and Adjustment for Data Sets with Multiple Imbalanced Classes. ICANN (2) (2019)
Cleison Correia de Amorim, David Macêdo, Cleber Zanchettin
Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. CoRR (2019)
Tiago J. dos Santos, Carlos A. B. Mello, Cleber Zanchettin, Thiago V. M. de Souza
On the Influence of the Color Model for Image Boundary Detection Algorithms based on Convolutional Neural Networks. IJCNN (2019)
Thiago V. M. Souza, Cleber Zanchettin
Improving Deep Image Clustering with Spatial Transformer Layers. ICANN (4) (2019)
Jefferson L. P. Lima, David Macêdo, Cleber Zanchettin
Heartbeat Anomaly Detection using Adversarial Oversampling. IJCNN (2019)
João Antônio Chagas Nunes, David Macêdo, Cleber Zanchettin
Additive Margin SincNet for Speaker Recognition. CoRR (2019)
João Antônio Chagas Nunes, David Macêdo, Cleber Zanchettin
Additive Margin SincNet for Speaker Recognition. IJCNN (2019)
Jefferson L. P. Lima, David Macêdo, Cleber Zanchettin
Heartbeat Anomaly Detection using Adversarial Oversampling. CoRR (2019)
Jader Abreu, Luis Fred, David Macêdo, Cleber Zanchettin
Hierarchical Attentional Hybrid Neural Networks for Document Classification. CoRR (2019)
Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais
Active Image Data Augmentation. HAIS (2019)
Cleison Correia de Amorim, David Macêdo, Cleber Zanchettin
Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. ICANN (Workshop) (2019)
Jader Abreu, Luis Fred, David Macêdo, Cleber Zanchettin
Hierarchical Attentional Hybrid Neural Networks for Document Classification. ICANN (Workshop) (2019)
Luiz Antonio de Oliveira Junior, Heitor R. Medeiros, David Macedo, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
SegNetRes-CRF: A Deep Convolutional Encoder-Decoder Architecture for Semantic Image Segmentation. IJCNN (2018)
Aline Gondim Santos, Camila Oliveira de Souza, Cleber Zanchettin, David Macedo, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
Reducing SqueezeNet Storage Size with Depthwise Separable Convolutions. IJCNN (2018)
Davi Hirafuji Neiva, Cleber Zanchettin
Gesture recognition: A review focusing on sign language in a mobile context. Expert Syst. Appl. 103 (2018)
Dusan Stosic, Darko Stosic, Cleber Zanchettin, Teresa Bernarda Ludermir, Borko D. Stosic
QRNN: q -Generalized Random Neural Network. IEEE Trans. Neural Networks Learn. Syst. 28 (2) (2017)
Miguel D. de S. Wanderley, Leonardo de A. e Bueno, Cleber Zanchettin, Adriano L. I. Oliveira
The Impact of Dataset Complexity on Transfer Learning over Convolutional Neural Networks. ICANN (2) (2017)
Leandro Maciel Almeida, Cleber Zanchettin, Hilton Pintor Bezerra Leite
Building Ensembles with Classifier Selection Using Self-Organizing Maps. BRACIS (2016)
Evandro J. R. Silva, Cleber Zanchettin
A Voronoi Diagram Based Classifier for Multiclass Imbalanced Data Sets. BRACIS (2016)
Lucas F. S. Cambuim, Rafael M. Macieira, Fernando M. de Paula Neto, Edna Barros, Teresa Bernarda Ludermir, Cleber Zanchettin
An efficient static gesture recognizer embedded system based on ELM pattern recognition algorithm. J. Syst. Archit. 68 (2016)
Davi Hirafuji Neiva, Cleber Zanchettin
A Dynamic Gesture Recognition System to Translate between Sign Languages in Complex Backgrounds. BRACIS (2016)
Evandro J. R. Silva, Cleber Zanchettin
On Validation Setup for Multiclass Imbalanced Data Sets. BRACIS (2016)
Diego P. A. Menor, Carlos A. B. Mello, Cleber Zanchettin
Objective Video Quality Assessment Based on Neural Networks. KES (2016)
Fernando M. de Paula Neto, Lucas F. S. Cambuim, Rafael M. Macieira, Teresa Bernarda Ludermir, Cleber Zanchettin, Edna Natividade da Silva Barros
Extreme Learning Machine for Real Time Recognition of Brazilian Sign Language. SMC (2015)
Evandro J. R. Silva, Cleber Zanchettin
On the Existence of a Threshold in Class Imbalance Problems. SMC (2015)
Felipe Mendonca Gouveia, Byron Leite Dantas Bezerra, Cleber Zanchettin, Joao Raul Jardim Meneses
Handwriting recognition system for mobile accessibility to the visually impaired people. SMC (2014)
Lucindo de Melo, Cleber Zanchettin, Anderson Apolonio Lira Queiroz, Gliner Dias Alencar
Utilização de Morfismo como Classificador para Verificação de Assinaturas Off-line. SBSI (2014)
Teresa Bernarda Ludermir, Cleber Zanchettin, Ana Carolina Lorena
Advances in intelligent systems. Neurocomputing 127 (2014)
Cleber Zanchettin
Face recognition based on global and local features. SAC (2014)
Renata Freire de Paiva Neves, Cleber Zanchettin, Carlos Alexandre Barros Mello
An adaptive thresholding algorithm based on edge detection and morphological operations for document images. ACM Symposium on Document Engineering (2013)
V. Macário, G. F. P. Silva, Milena R. P. Souza, Cleber Zanchettin, George D. C. Cavalcanti
Metaclasses and zoning for handwritten document recognition. IJCNN (2013)
Byron Leite Dantas Bezerra, Cleber Zanchettin, Vinícius Braga de Andrade
A MDRNN-SVM Hybrid Model for Cursive Offline Handwriting Recognition. ICANN (2) (2012)
Byron Leite Dantas Bezerra, Cleber Zanchettin, Vinícius Braga de Andrade
A Hybrid RNN Model for Cursive Offline Handwriting Recognition. SBRN (2012)
Cleber Zanchettin, Leandro M. Almeida, Frederico D. Menezes, Teresa Bernarda Ludermir, Walter M. Azevedo
Odor recognition systems for natural gas odorization monitoring. IJCNN (2012)
Renata F. P. Neves, Cleber Zanchettin, Alberto N. G. Lopes Filho
An Efficient Way of Combining SVMs for Handwritten Digit Recognition. ICANN (2) (2012)
Saulo Henrique Leoncio de Medeiros Napoles, Cleber Zanchettin
Offline handwritten signature verification through network radial basis functions optimized by Differential Evolution. IJCNN (2012)
Cleber Zanchettin, Byron Leite Dantas Bezerra, Washington W. Azevedo
A KNN-SVM hybrid model for cursive handwriting recognition. IJCNN (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Cleber Zanchettin