Cleber Zanchettin
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
81
Venues
22
Active years
2003–2025
Best venue rank
A*
Where they publish
- BIJCNN32 papers
- CICANN12 papers
- BSMC7 papers
- NationalHAIS5 papers
- CHIS4 papers
- BDocEng2 papers
- MulticonferenceSAC2 papers
- BDAS2 papers
- AICDAR2 papers
- CAICCSA1 paper
- A*ICML1 paper
- BICTAI1 paper
- A*CVPR1 paper
- CRoboCup1 paper
- NationalEPIA1 paper
- BICALT1 paper
- CCIARP1 paper
- CIDEAL1 paper
- BVTC1 paper
- BKES1 paper
- BICIP1 paper
- BICONIP1 paper
Papers
81 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AICCSA | Incremental learning approach using fuzzy logic to mitigate catastrophic forgetting. | Lvia de Souza Alexandre, Cleber Zanchettin |
| 2025 | DocEng | The Di2Win Document Intelligence Platform. | Afonso Ferreira, Cleber Zanchettin, Romulo Andrade, Byron Leite Dantas Bezerra |
| 2025 | HAIS | An Approach to Anomaly Detection with Dynamic Threshold Definition for Real-World Environments. | Gabriel Souza Marques, Maynara Donato de Souza, Flvio Arthur Oliveira Santos, Cleber Zanchettin, Paulo Novais |
| 2025 | HAIS | Evaluating the Usefulness of Large Language Models for Human Activity Recognition Data Augmentation via Few-Shot Samples. | Maynara Donato de Souza, Flvio Arthur Oliveira Santos, Paulo Novais, Cleber Zanchettin |
| 2025 | ICML | Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks. | Maynara Donato de Souza, Cleber Zanchettin |
| 2025 | ICTAI | Improving COVID-19 Detection in Chest X-Rays Using EfficientNet with Self-Supervised Contrastive Learning. | Tales T. Alves, Tsang Ing Ren, Cleber Zanchettin |
| 2025 | SMC | TE-CNN-AAE: Learning Robust Financial Time Series Representations with Trend-Enhanced Adversarial Autoencoders. | Jefferson O. A. de Araujo, Adriano L. I. de Oliveira, Cleber Zanchettin |
| 2025 | SAC | Enhancing Brazilian Portuguese Augmentative and Alternative Communication with Card Prediction and Colourful Semantics. | Jayr Pereira, Francisco Rodrigues, Jaylton Alencar Pereira, Cleber Zanchettin, Robson N. Fidalgo |
| 2024 | CVPR | An End-to-End Approach for Handwriting Recognition: From Handwritten Text Lines to Complete Pages. | Dayvid Castro, Byron Leite Dantas Bezerra, Cleber Zanchettin |
| 2024 | DAS | DocLightDetect: A New Algorithm for Occlusion Classification in Identification Documents. | Ricardo Batista das Neves Junior, Byron Leite Dantas Bezerra, Cleber Zanchettin |
| 2024 | DAS | How Does Changing the Optical Character Recognition System Impact the Layout-Aware Named Entity Recognition Models? | Joo Macedo, Byron L. D. Bezerra, Cleber Zanchettin |
| 2024 | ICANN | Classification of Dehiscence Defects in Titanium and Zirconium Dental Implants. | Antonio Barros da Silva Netto, Willian Farias Carvalho Oliveira, Cleber Zanchettin |
| 2024 | IJCNN | SG-RSRNN - Score Guided Robust Subspace Recovery-based Neural Network for Network Intrusion Detection. | Lus Gonalves, Cleber Zanchettin |
| 2024 | RoboCup | Planning the Path with Reinforcement Learning: Optimal Robot Motion Planning in RoboCup Small Size League Environments. | Mateus G. Machado, Joo G. Melo, Cleber Zanchettin, Pedro H. M. Braga, Pedro V. Cunha, Edna Natividade da Silva Barros, Hansenclever F. Bassani |
| 2023 | EPIA | 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 L. Macdo, Cleber Zanchettin, Douglas Vitrio, Ndia Flix F. da Silva, Andr C. P. L. F. de Carvalho |
| 2023 | HAIS | Image Classification Understanding with Model Inspector Tool. | Flvio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin |
| 2023 | ICANN | Towards Background and Foreground Color Robustness with Adversarial Right for the Right Reasons. | Flvio Arthur O. Santos, Maynara Donato de Souza, Cleber Zanchettin |
| 2023 | ICALT | An Augmentative and Alternative Communication Synthetic Corpus for Brazilian Portuguese. | Jayr Alencar Pereira, Rodrigo Nogueira, Cleber Zanchettin, Robson N. Fidalgo |
| 2023 | IJCNN | Improving small object detection with DETRAug. | Evair Cunha, David L. Macdo, Cleber Zanchettin |
| 2023 | IJCNN | Learning What, Where and Which to Transfer. | Lucas de Lima Nogueira, David L. Macdo, Cleber Zanchettin, Fernando M. P. Neto, Adriano Lorena Incio de Oliveira |
| 2023 | IJCNN | Self-calibrated U-Net for Document Segmentation. | Iago Richard Rodrigues, Leylane Graziele Ferreira da Silva, David L. Macdo, Cleber Zanchettin, Patricia Takako Endo, Djamel Fawzi Hadj Sadok |
| 2022 | ICANN | LogBERT-BiLSTM: Detecting Malicious Web Requests. | Levi S. Ramos Jnior, David L. Macdo, Adriano L. I. Oliveira, Cleber Zanchettin |
| 2022 | ICANN | Unsupervised Multi-view Multi-person 3D Pose Estimation Using Reprojection Error. | Digenes Wallis de Frana Silva, Joo Paulo Silva do Monte Lima, David L. Macdo, Cleber Zanchettin, Diego Gabriel Francis Thomas, Hideaki Uchiyama, Veronica Teichrieb |
| 2022 | IJCNN | An Adapted GRASP Approach for Hyperparameter Search on Deep Networks Applied to Tabular Data. | Andersson A. Da Silva, Amanda S. Xavier, David L. Macdo, Cleber Zanchettin, Adriano L. I. Oliveira |
| 2021 | CIARP | Construction of Brazilian Regulatory Traffic Sign Recognition Dataset. | Rafael Silva, Bruno O. Prado, Leonardo N. Matos, Flvio Arthur O. Santos, Cleber Zanchettin, Paulo Novais |
| 2021 | HAIS | A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks. | Flvio Arthur Oliveira Santos, Cleber Zanchettin, Jos Vitor Santos Silva, Leonardo Nogueira Matos, Paulo Novais |
| 2021 | IJCNN | Entropic Out-of-Distribution Detection. | David L. Macdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir |
| 2021 | IJCNN | Multi-Class Mobile Money Service Financial Fraud Detection by Integrating Supervised Learning with Adversarial Autoencoders. | Julio Cezar Soares Silva, David L. Macdo, Cleber Zanchettin, Adriano L. I. Oliveira, Adiel Teixeira de Almeida Filho |
| 2021 | SMC | Identification of Microorganism Colony Odor Signature using InceptionTime. | Paulo M. Vasconcelos, David L. Macdo, Leandro M. Almeida, Reginaldo G. L. Neto, Clayton A. Benevides, Cleber Zanchettin, Adriano L. I. Oliveira |
| 2020 | IJCNN | KutralNet: A Portable Deep Learning Model for Fire Recognition. | Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David L. Macdo, Adriano L. I. Oliveira, Cleber Zanchettin |
| 2020 | IJCNN | Squeezed Deep 6DoF Object Detection using Knowledge Distillation. | Heitor Felix, Walber M. Rodrigues, David L. Macdo, Francisco Simes, Adriano L. I. Oliveira, Veronica Teichrieb, Cleber Zanchettin |
| 2020 | IJCNN | A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation. | Ricardo Batista das Neves Junior, Luiz Felipe Verosa, David Macedo, Byron Leite Dantas Bezerra, Cleber Zanchettin |
| 2020 | IJCNN | Distantly-Supervised Neural Relation Extraction with Side Information using BERT. | Johny Moreira, Chaina Santos Oliveira, David L. Macdo, Cleber Zanchettin, Luciano Barbosa |
| 2020 | IJCNN | AM-MobileNet1D: A Portable Model for Speaker Recognition. | Joo Antnio Chagas Nunes, David Macedo, Cleber Zanchettin |
| 2020 | IDEAL | On Analysing Similarity Knowledge Transfer by Ensembles. | Danilo Pereira, Flvio Arthur O. Santos, Leonardo N. Matos, Paulo Novais, Cleber Zanchettin, Teresa Bernarda Ludermir |
| 2020 | VTC | Energy Consumption Optimization for CSMA/CA Protocol Employing Machine Learning. | Paulo F. C. Barbosa, Bruna Alves da Silva, Cleber Zanchettin, Renato Mariz de Moraes |
| 2019 | HAIS | Active Image Data Augmentation. | Flvio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais |
| 2019 | ICANN | Hierarchical Attentional Hybrid Neural Networks for Document Classification. | Jader Abreu, Luis Fred, David L. Macdo, Cleber Zanchettin |
| 2019 | ICANN | Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. | Cleison Correia de Amorim, David L. Macdo, Cleber Zanchettin |
| 2019 | ICANN | Squeezed Very Deep Convolutional Neural Networks for Text Classification. | Andra B. Duque, Lu Lzaro J. Santos, David L. Macdo, Cleber Zanchettin |
| 2019 | ICANN | Dynamic Centroid Insertion and Adjustment for Data Sets with Multiple Imbalanced Classes. | Evandro J. R. Silva, Cleber Zanchettin |
| 2019 | ICANN | Improving Deep Image Clustering with Spatial Transformer Layers. | Thiago V. M. Souza, Cleber Zanchettin |
| 2019 | ICDAR | 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 |
| 2019 | IJCNN | Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill Evaluation. | Dayvid Castro, Danilo Pereira, Cleber Zanchettin, David L. Macdo, Byron L. D. Bezerra |
| 2019 | IJCNN | Heartbeat Anomaly Detection using Adversarial Oversampling. | Jefferson L. P. Lima, David L. Macdo, Cleber Zanchettin |
| 2019 | IJCNN | Additive Margin SincNet for Speaker Recognition. | Joo Antnio Chagas Nunes, David L. Macdo, Cleber Zanchettin |
| 2019 | IJCNN | 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 |
| 2019 | IJCNN | Improving Universal Language Model Fine-Tuning using Attention Mechanism. | Flvio Arthur O. Santos, Karina L. Ponce-Guevara, David L. Macdo, Cleber Zanchettin |
| 2018 | IJCNN | 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 |
| 2018 | IJCNN | 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 |
| 2017 | ICANN | 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 |
| 2016 | KES | Objective Video Quality Assessment Based on Neural Networks. | Diego P. A. Menor, Carlos A. B. Mello, Cleber Zanchettin |
| 2015 | SMC | 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 |
| 2015 | SMC | On the Existence of a Threshold in Class Imbalance Problems. | Evandro J. R. Silva, Cleber Zanchettin |
| 2014 | SMC | Handwriting recognition system for mobile accessibility to the visually impaired people. | Felipe Mendonca Gouveia, Byron Leite Dantas Bezerra, Cleber Zanchettin, Joao Raul Jardim Meneses |
| 2014 | SAC | Face recognition based on global and local features. | Cleber Zanchettin |
| 2013 | DocEng | 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 |
| 2013 | IJCNN | Metaclasses and zoning for handwritten document recognition. | V. Macrio, G. F. P. Silva, Milena R. P. Souza, Cleber Zanchettin, George D. C. Cavalcanti |
| 2012 | ICANN | A MDRNN-SVM Hybrid Model for Cursive Offline Handwriting Recognition. | Byron Leite Dantas Bezerra, Cleber Zanchettin, Vincius Braga de Andrade |
| 2012 | ICANN | An Efficient Way of Combining SVMs for Handwritten Digit Recognition. | Renata F. P. Neves, Cleber Zanchettin, Alberto N. G. Lopes Filho |
| 2012 | IJCNN | Offline handwritten signature verification through network radial basis functions optimized by Differential Evolution. | Saulo Henrique Leoncio de Medeiros Napoles, Cleber Zanchettin |
| 2012 | IJCNN | Odor recognition systems for natural gas odorization monitoring. | Cleber Zanchettin, Leandro M. Almeida, Frederico D. Menezes, Teresa Bernarda Ludermir, Walter M. Azevedo |
| 2012 | IJCNN | A KNN-SVM hybrid model for cursive handwriting recognition. | Cleber Zanchettin, Byron Leite Dantas Bezerra, Washington W. Azevedo |
| 2011 | IJCNN | Evolving Clonal Adaptive Resonance Theory based on ECOS theory. | Jose Lima Alexandrino, Cleber Zanchettin, Edson Costa de Barros Carvalho Filho |
| 2011 | IJCNN | A MLP-SVM hybrid model for cursive handwriting recognition. | Washington W. Azevedo, Cleber Zanchettin |
| 2011 | SMC | A SVM based off-line handwritten digit recognizer. | Renata F. P. Neves, Alberto N. G. Lopes Filho, Carlos A. B. Mello, Cleber Zanchettin |
| 2011 | SMC | 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 |
| 2009 | IJCNN | Hybrid intelligent immune system using Radial Basis Function applied to Time Series Analysis. | Jose Lima Alexandrino, Cleber Zanchettin, Edson Costa de Barros Carvalho Filho |
| 2008 | IJCNN | 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 |
| 2008 | IJCNN | Feature subset selection in a methodology for training and improving artificial neural network weights and connections. | Cleber Zanchettin, Teresa Bernarda Ludermir |
| 2007 | HIS | Artificial Immune System with ART Memory Hibridization. | Jose Lima Alexandrino, Cleber Zanchettin, Edson Costa de Barros Carvalho Filho |
| 2007 | ICDAR | An Efficient Thresholding Algorithm for Brazilian Bank Checks. | Carlos A. B. Mello, Byron L. D. Bezerra, Cleber Zanchettin, V. Macrio |
| 2007 | IJCNN | Comparison of the Effectiveness of Different Cost Functions in Global Optimization Techniques. | Cleber Zanchettin, Teresa Bernarda Ludermir |
| 2006 | ICIP | 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 |
| 2006 | IJCNN | 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 |
| 2006 | IJCNN | A methodology to train and improve artificial neural networks' weights and connections. | Cleber Zanchettin, Teresa Bernarda Ludermir |
| 2005 | HIS | Design of Experiments in Neuro-Fuzzy Systems. | Cleber Zanchettin, Fernanda L. Minku, Teresa Bernarda Ludermir |
| 2004 | ICONIP | Evolving Fuzzy Neural Networks Applied to Odor Recognition. | Cleber Zanchettin, Teresa Bernarda Ludermir |
| 2004 | IJCNN | Evolving fuzzy neural networks applied to odor recognition in an artificial nose. | Cleber Zanchettin, Teresa Bernarda Ludermir |
| 2003 | HIS | Wavelet Filter for Noise Reduction and Signal Compression in an Artificial Nose. | Cleber Zanchettin, Teresa Bernarda Ludermir |
| 2003 | HIS | A Neuro-Fuzzy Model Applied to Odor Recognition in an Artificial Nose. | Cleber Zanchettin, Teresa Bernarda Ludermir |