2023
ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.
2023
ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.
2023
ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.
2023
ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.
2023
ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.

Publicações

2026

Robustness of Language Models against Portuguese Harmful Prompts

AMORIM, E. A.; ZANCHETTIN, C.
International Joint Conference on Neural Networks
2026

A digital archive reveals how a funding agency cooperated with academics to support the nascent field of genomics

HONG, SPENCER S.; DONOHUE, CHRISTOPHER R.; STOEGER, THOMAS; UTZ, ZACHARY; HOSSEINI, MOHAMMAD; Zanchettin, Cleber; TEJEDOR NAVARRO, HELIODORO; HOLMES, KRISTI; WETTERSTRAND, KRIS A.; BATES, SARAH A.; NUNES AMARAL, LUIS A.
Nature Communications
2026

Data Augmentation as an Engine: A Multidimensional Few-Shot Analysis

MOTA, M. E.; ZANCHETTIN, C.
International Conference on Artificial Neural Networks 2026
2026

Operationalizing the Traffic Light Protocol for Native Portuguese Language Model Guardrails in Collaborative Workflows

AMORIM, E. A.; ZANCHETTIN, C.
[SBSC] Simpósio Brasileiro de Sistemas Colaborativos
2026

A Digital Archive Reveals how a Funding Agency Cooperated with Academics to Support the Nascent field of Genomics

HONG, S.; STOEGER, T.; UTZ, Z.; HOSSEINI, M.; ZANCHETTIN, C.; NAVARRO, H. T.; WETTERSTRAND, K.; BATES, S.; AMARAL, L. A. N.; DONOHUE, C.
International Conference on the Science of Science and Innovation
2026

Quantifying cross-site effect in AI-based dental age estimation: evidence from Brazilian panoramic radiographs

OLIVEIRA, W.; ZANCHETTIN, C.; OLIVEIRA, M. L.; FRANCA, D. Q. F.; HAITER NETO, F.; ALBUQUERQUE SANTOS, MARIANA; PONTUAL, M. L. A.; BELTRAO, R. V.; Pontual, A. A.; PEREZ, F. M. M. R.
DENTOMAXILLOFACIAL RADIOLOGY
2026

Benchmarking large language models for clinical data extraction from Portuguese medical notes in a university hospital

JESUS, BRENO GABRIEL ARAÚJO SAMPAIO DE; Zanchettin, Cleber; MENEZES, VINÍCIUS DE OLIVEIRA; MACHADO, MARCOS ANTÔNIO DÓREA; FIGUEIREDO, TOMAZ CASTRILLON; PEREIRA, CLARIELE DE ALMEIDA; ANJOS, BRUNO HENRIQUE LIRA; BOA-SORTE, NEY CRISTIAN AMARAL; DURÃES, ANDRÉ RODRIGUES; BRITES, CARLOS; MARTINS NETTO, EDUARDO; Almeida, Leandro Maciel
CADERNOS DE SAÚDE PÚBLICA
2026

Adaptive salience autoencoder for unsupervised anomaly detection in computer network traffic

COELHO, GABRIEL; GONÇALVES, LUÍS; Zanchettin, Cleber; BRAGA, LÍGIA F.; SILVA, DIANA R.; MORAIS, KLARISSA A.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
2026

Temporal Features Dominate Explainable Alzheimer?s Screening from Online Handwriting

ALBUQUERQUE, B. M.; ZANCHETTIN, C.; SOUZA, G.
International Conference on Artificial Neural Networks 2026
2026

Fall Detection Based on Computer Vision: A Systematic Mapping Study

GOMES, MOUGLAS EUGÊNIO NASÁRIO; DE-MATTOS-NETO, PAULO SALGADO GOMES; Zanchettin, Cleber; Matos, Leonardo Nogueira; MORAIS, BÁRBARA SILVA
IEEE Journal of Biomedical and Health Informatics
2025

Tackling low-resource NER: Exploring model soup, domain adaptation, few-shot and zero-shot strategies

Souza, Maynara; MONTEIRO, MONIQUE; Zanchettin, Cleber
APPLIED SOFT COMPUTING
2025

TE-CNN-AAE: Learning Robust Financial Time Series Representations with Trend-Enhanced Adversarial Autoencoders

DE ARAUJO, JEFFERSON O. A.; DE OLIVEIRA, ADRIANO L. I.; Zanchettin, Cleber
[SMC] 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2025

The Di2Win Document Intelligence Platform

FERREIRA, AFONSO; Zanchettin, Cleber; ANDRADE, ROMULO; BEZERRA, BYRON LEITE DANTAS
DocEng '25: ACM Symposium on Document Engineering 2025
2025

Hybrid system model-data driven approach for state estimation of omnidirectional robot

SILVEIRA, O. C. B.; MELO, J. G.; ZANCHETTIN, C.; OLIVEIRA, A. L. I; MAFALDO, J. P.; BARROS, E. N.
RoboCup International Symposium
2025

Enhancing Brazilian Portuguese Augmentative and Alternative Communication with Card Prediction and Colourful Semantics

PEREIRA, J. A.; RODRIGUES, F.; PEREIRA, J. A.; ZANCHETTIN, C.; DO NASCIMENTO FIDALGO, ROBSON
ACM/SIGAPP Symposium On Applied Computing
2025

Chronological Age Estimation Using Deep Neural Network and the Modified Gustafson Method Based on the Second Premolar Regions.

PONTUAL, M. L. A.; Sukar, R. S. N.; OLIVEIRA, W.; Melo, B. P. C.; ALBUQUERQUE SANTOS, MARIANA; Beltrão, R. V.; Ramos-Perez, F. M. M.; Pontual, A. A.; ZANCHETTIN, C.
Academy of Dental Materials ? Connections in Dental Biomaterials (IADMFR)
2025

Deep contrastive variational subspace clustering

OLIVEIRA, M. S.; QUEIROZ, S. R. M.; ZANCHETTIN, C.; CARVALHO, F. T.
NEUROCOMPUTING
2025

Leveraging Transformer-Based Pretrained Embeddings for Reinforcement Learning in Cryptocurrency Trading

MARABUCO DE A. LIMA, ADRIANO; LORENA OLIVEIRA, ADRIANO; Zanchettin, Cleber
[SMC] 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2025

Improving COVID-19 Detection in Chest X-Rays Using EfficientNet with Self-Supervised Contrastive Learning

ALVES, TALES TOMAZ; REN, TSANG ING; Zanchettin, Cleber
[ICTAI] 2025 IEEE 37th International Conference on Tools with Artificial Intelligence (ICTAI)
2025

Age estimation based on Demirjian?s method using third molars in individuals from Southeastern Brazil

GOMES, A. F.; PONTUAL, M. L. A.; SILVA, T. P.; BORTOLETTO, M. F. S. A.; OLIVEIRA, M. L.; HAITER NETO, F.; ZANCHETTIN, C.; FREITAS, D. Q.
Journal of Forensic and Legal Medicine
2025

A multi-protocol energy optimization method for an adaptable wireless MAC system through machine learning

BARBOSA, PAULO F. C.; DA SILVA, BRUNA A.; Zanchettin, Cleber; DE MORAES, RENATO M.
Annals of Telecommunications
2025

ChronosRL: embeddings-based reinforcement learning agent for financial trading

DE A. LIMA, ADRIANO MARABUCO; OLIVEIRA, ADRIANO LORENA; Zanchettin, Cleber
PROCEDIA COMPUTER SCIENCE
2025

Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks

SOUZA, M. D.; ZANCHETTIN, C.
[ICML] International Conference on Machine Learning (ICML)
2025

Incremental learning approach using fuzzy logic to mitigate catastrophic forgetting

DE SOUZA ALEXANDRE, LÍVIA; Zanchettin, Cleber
[AICCSA] 2025 IEEE/ACS 22nd International Conference on Computer Systems and Applications (AICCSA)
2025

Conversational Historical Avatars in Virtual Reality Powered by Local Large Language Models

VASCONCELOS, JOÃO GABRIEL; MOTA, MARIA EDUARDA BARROS; DE ALMEIDA, GLENDA MALTA; Zanchettin, Cleber; VASCONCELOS, GERMANO; SIMÕES, FRANCISCO
[SVR] 2025 27th Symposium on Virtual and Augmented Reality (SVR)
2024

Breaking barriers in Candida spp. detection with Electronic Noses and artificial intelligence

BASTOS, M. L.; BENEVIDES, C. A.; ZANCHETTIN, C.; F. D. Menezes; INACIO, C. P.; LIMA NETO, R. G.; TEIXEIRA FILHO, J. G. A.; NEVES, R. P.; ALMEIDA, LEANDRO M.
Scientific Reports
2024

Predictive authoring for Brazilian Portuguese augmentative and alternative communication

PEREIRA, J. A.; NOGUEIRA, R.; ZANCHETTIN, C.; FIDALGO, R. N.
Natural Language Processing
2024

Sigmoidal learning rate optimizer for deep neural network training using a two-phase adaptation approach

MACÊDO, DAVID; Zanchettin, Cleber; LUDERMIR, TERESA
APPLIED SOFT COMPUTING
2024

Chronological age estimation with panoramic radiographs using predictive formula and neural network: a comparative analysis

PONTUAL, M. L. A.; OLIVEIRA, W.; BURGARDT, C. A. P.; Beltrão, R. V.; Ramos-Perez, F. M. M.; Pontual, A. A.; ZANCHETTIN, C.
European Academy of Dentomaxillofacial Radiology
2024

Planning the path with Reinforcement Learning: Optimal Robot Motion Planning in RoboCup Small Size League Environments

MACHADO, M.; ZANCHETTIN, C.; CUNHA, P.; BASSANI, H. F.; BARROS, E. N.; BRAGA, P. H. M.; MELO, J.
Robocup 2024 Symposium
2024

An End-to-End Approach for Handwriting Recognition: From Handwritten Text Lines to Complete Pages

CASTRO, DAYVID; BEZERRA, BYRON LEITE DANTAS; Zanchettin, Cleber
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
2024

SG-RSRNN - Score Guided Robust Subspace Recovery-based Neural Network for Network Intrusion Detection

GONÇALVES, LUÍS; Zanchettin, Cleber
[IJCNN] 2024 International Joint Conference on Neural Networks (IJCNN)
2024

On the improvement of handwritten text line recognition with octave convolutional recurrent neural networks

CASTRO, DAYVID; Zanchettin, Cleber; AMARAL, LUÍS A. NUNES
International Journal on Document Analysis and Recognition
2024

Computational experiments with cellular-automata generated images reveal intrinsic limitations of convolutional neural networks on pattern recognition tasks

LEI, WEIHUA; Zanchettin, Cleber; SANTOS, FLÁVIO A. O.; NUNES AMARAL, LUÍS A.
APL Machine Learning
2024

Estimativa da idade cronológica por meio de uma fórmula preditiva e rede neural usando radiografias panorâmicas: uma análise comparativa.

Sukar, R. S. N.; ANJOS PONTUAL, MARIA LUIZA; PEREZ, F. M. M. R.; Pontual, A. A.; OLIVEIRA, W.; ZANCHETTIN, C.
Reunião Anual da Sociedade Brasileira de Pesquisa Odontológica
2024

Estimating human age using machine learning on panoramic radiographs. In: European Academy of Dentomaxillofacial Radiology (ECDMFR)

FRANCA, D. Q. F.; OLIVEIRA, W.; ALBUQUERQUE SANTOS, MARIANA; BURGARDT, CAIO AUGUSTO PEREIRA; Beltrão, R. V.; PEREZ, F. M. M. R.; ANJOS PONTUAL, MARIA LUIZA; Pontual, A. A.; ZANCHETTIN, C.
European Academy of Dentomaxillofacial Radiology (ECDMFR)
2024

A origem populacional influencia na estimativa de idade realizada por inteligência artificial em radiografias panorâmicas?

FRANCA, D. Q. F.; OLIVEIRA, W.; ALBUQUERQUE SANTOS, MARIANA; HAITER NETO, M. L.; PONTUAL, M. L. A.; ZANCHETTIN, C.
Jornada da Associação Brasileira de Radiologia Odontológica e Diagnóstico por Imagem
2024

Detecting abnormal logins by discovering anomalous links via graph transformers

GONCALVES, L. F.; ZANCHETTIN, C.
COMPUTERS & SECURITY
2024

Estimation of human age using machine learning on panoramic radiographs for Brazilian patients

OLIVEIRA, WILLIAN; ALBUQUERQUE SANTOS, MARIANA; BURGARDT, CAIO AUGUSTO PEREIRA; ANJOS PONTUAL, MARIA LUIZA; Zanchettin, Cleber
Scientific Reports
2024

Adversarial training and attribution methods enable evaluation of robustness and interpretability of deep learning models for image classification

SANTOS, FLÁVIO A. O.; Zanchettin, Cleber; LEI, WEIHUA; NUNES AMARAL, LUÍS A.
PHYSICAL REVIEW E
2023

Exploring the Impact of Synthetic Data on Human Activity Recognition Tasks

DE SOUZA, MAYNARA DONATO; JUNIOR, CLESSON ROBERTO SILVA; QUINTINO, JONYSBERG; SANTOS, ANDRÉ LUIS; DA SILVA, FABIO Q B; Zanchettin, Cleber
PROCEDIA COMPUTER SCIENCE
2023

Aprendizagem de máquina aplicada na avaliação de projetos aeroportuários no Brasil baseados em modelos BIM

SANTOS, I. G.; ANDRADE, M. L. V. X.; ZANCHETTIN, C.; ROLIM, A.
Ibero-American Society of Digital Graphics (SIGraDi)
2023

Multi‑center Integrating Radiomics, Structured Reports, and Machine Learning Algorithms for Assisted Classification of COVID‑19 in Lung Computed Tomography

MACHADO, M.; ZANCHETTIN, C.; MARTINS NETTO, E.; SILVA, R. R. E.; NAMIAS, M.; LESSA, A. S.; SILVA, C. T. A.; OLIVEIRA, D. M.; REINA, T. R.; LIRA, A. A. B.; ALMEIDA, L. M.
Journal of Medical and Biological Engineering
2023

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

MACEDO, JOÃO; BEZERRA, BYRON; LIMA, ESTANISLAU; SOARES, ALYSSON; LOPES, CELSO; Zanchettin, Cleber
[LA-CCI] 2023 IEEE Latin American Conference on Computational Intelligence (LACCI)
2023

Improving small object detection with DETRAug

CUNHA, EVAIR; MACÊDO, DAVID; Zanchettin, Cleber
[IJCNN] 2023 International Joint Conference on Neural Networks (IJCNN)
2023

PrAACT: Predictive Augmentative and Alternative Communication with Transformers

PEREIRA, JAYR ALENCAR; PEREIRA, JAYLTON ALENCAR; Zanchettin, Cleber; DO NASCIMENTO FIDALGO, ROBSON
EXPERT SYSTEMS WITH APPLICATIONS
2023

A Robust Platform for De-identifying, Encoding, and using Internal Documents of a Large Funding Agency to Understand Institutional Decision Making and Innovation

HONG, S.; UTZ, Z.; ZANCHETTIN, C.; BATES, S.; HOSSEINI, M.; WETTERSTRAND, K.; STOEGER, T.; DONOHUE, C.; AMARAL, L. A. N.
International Conference on Science of Science And Innovation
2023

Learning What, Where and Which to Transfer

DE LIMA NOGUEIRA, LUCAS; MACÊDO, DAVID; Zanchettin, Cleber; NETO, FERNANDO M. P.; Oliveira, Adriano L. I.
[IJCNN] 2023 International Joint Conference on Neural Networks (IJCNN)
2023

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

ALMEIDA, ARTHUR; GONÇALVES, LUÍS; Zanchettin, Cleber; BEZERRA, BYRON LEITE DANTAS
[LA-CCI] 2023 IEEE Latin American Conference on Computational Intelligence (LACCI)
2023

Quantifying the impact of uninformative features on the performance of supervised classification and dimensionality reduction algorithms

LEI, W.; ZANCHETTIN, C.; HO, Z.; AMARAL, L. A. N.
APL Machine Learning
2023

An Augmentative and Alternative Communication Synthetic Corpus for Brazilian Portuguese

PEREIRA, J. A.; NOGUEIRA, R.; ZANCHETTIN, C.; FIDALGO, R. N.
International Conference on Advanced Learning Technologies
2023

Self-calibrated U-Net for Document Segmentation

RODRIGUES, IAGO RICHARD; FERREIRA DA SILVA, LEYLANE GRAZIELE; MACÊDO, DAVID L; Zanchettin, Cleber; ENDO, PATRICIA TAKAKO; SADOK, DJAMEL HADJ
[IJCNN] 2023 International Joint Conference on Neural Networks (IJCNN)
2023

A Comparative Study of Forecasting Methods in the Context of Digital Twins

MAIOR, JOÃO SOUTO; BEZERRA, B. L. D.; LEAL, LUCIANO; LOPES JÚNIOR, CELSO ANTONIO M; ZANCHETTIN, C.
REVISTA DE ENGENHARIA E PESQUISA APLICADA
2023

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

Santos, Flávio Arthur Oliveira; Zanchettin, Cleber
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
2022

Multi-human fall detection and localization in videos

GOMES, M. N.; MACEDO, D. L.; ZANCHETTIN, C.; MATTOS NETO, P. S. G.; OLIVEIRA, A. L. I
COMPUTER VISION AND IMAGE UNDERSTANDING
2022

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

BASTOS, THIAGO; STRAGEVITCH, LUIZ; Zanchettin, Cleber
17th International Conference on Computer Vision Theory and Applications
2022

Convolution Optimization in Fire Classification

AYALA, ANGEL; FERNANDES, BRUNO; CRUZ, FRANCISCO; MACEDO, DAVID; Zanchettin, Cleber
IEEE Access
2022

Pictogram Prediction in Alternative Communication Boards: a Mapping Study

PEREIRA, JAYR A.; MEDEIROS, SHEYLA DE; Zanchettin, Cleber; FIDALGO, ROBSON DO N.
[SBIE] Simpósio Brasileiro de Informática na Educação
2022

On machine learning and visual analysis for quality prediction of film metallization process

BASTOS, T. M. R.; STRAGEVITCH, L.; ZANCHETTIN, C.
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
2022

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

SILVA, ANDERSSON A.; XAVIER, AMANDA S.; MACEDO, DAVID; Zanchettin, Cleber; Oliveira, Adriano L. I.
[IJCNN] 2022 International Joint Conference on Neural Networks (IJCNN)
2022

Breakthrough of clinical Candida cultures identification using the analysis of volatile organic compounds and artificial intelligence methods

CASTRO, M. C. A.; NEVES, R. P.; ALMEIDA, LEANDRO M.; FERREIRA, R. W. M.; BENEVIDES, C. A.; ZANCHETTIN, C.; MENEZES, FREDERICO D.; INACIO, C. P.; LIMA NETO, R. G.; TEIXEIRA, J. G. A.
IEEE SENSORS JOURNAL
2022

Atribuição de autoria em trabalhos escolares por meio da estilometria e processamento de linguagem natural

SANTOS, D. C. V.; ZANCHETTIN, C.
Revista Brasileira de Informática na Educação (RBIE)
2022

PictoBERT: Transformers for next pictogram prediction

PEREIRA, J. A.; MACEDO, D. L.; ZANCHETTIN, C.; OLIVEIRA, A. L. I; FIDALGO, R. N.
EXPERT SYSTEMS WITH APPLICATIONS
2022

Machine Learning Applied in the Evaluation of Airport Projects

SANTOS, I. G.; ANDRADE, M. L. V. X.; ZANCHETTIN, C.
Air Transportation Symposium
2021

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

SANTOS, F. A. O.; BISPO, T. D.; MACEDO, H.; ZANCHETTIN, C.
INTELIGENCIA ARTIFICIAL
2021

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

MACEDO, DAVID; REN, TSANG ING; Zanchettin, Cleber; Oliveira, Adriano L. I.; LUDERMIR, TERESA
IEEE Transactions on Neural Networks and Learning Systems
2021

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

SILVA, JULIO CEZAR SOARES; MACEDO, DAVID; Zanchettin, Cleber; OLIVEIRA, ADRIANO L.I.; DE ALMEIDA FILHO, ADIEL TEIXEIRA
[IJCNN] 2021 International Joint Conference on Neural Networks (IJCNN)
2021

Mineração de Dados Aplicada à Predição do Desempenho de Escolas e Técnicas de Interpretabilidade dos Modelos

GAMA NETO, MILTON V.; VASCONCELOS, GERMANO C.; Zanchettin, Cleber
[SBIE] Simpósio Brasileiro de Informática na Educação
2021

Identification of Microorganism Colony Odor Signature using InceptionTime

VASCONCELOS, PAULO M.; MACEDO, DAVID; ALMEIDA, LEANDRO M.; NETO, REGINALDO G. L.; BENEVIDES, CLAYTON A.; Zanchettin, Cleber; Oliveira, Adriano L. I.
[SMC] 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2021

Entropic Out-of-Distribution Detection

MACEDO, DAVID; REN, TSANG ING; Zanchettin, Cleber; Oliveira, Adriano L. I.; LUDERMIR, TERESA
[IJCNN] 2021 International Joint Conference on Neural Networks (IJCNN)
2021

On the Impact of Interpretability Methods in Active Image Augmentation Method

SANTOS, F. A. O.; ZANCHETTIN, C.; MATOS, L. N.; NOVAIS, P. J. F. O.
LOGIC JOURNAL OF THE IGPL
2021

Nanocomposites mechanical properties prediction using machine learning as an assistive tool

FREITAS, L. C.; BASTOS, T. M. R.; ALVES, J. V. P.; ZANCHETTIN, C.; COSTA, J. A. P.; ALMEIDA, LEANDRO M.; LIMA, M. V. F.; MENEZES, FREDERICO D.
Brazilian Materials Research Society Meeting
2021

Estudo comparativo entre abordagens estilométricas e textuais para atribuição de autoria em trabalhos escolares

SANTOS, DANIEL CIRNE VILAS-BOAS DOS; Zanchettin, Cleber
[SBIE] Simpósio Brasileiro de Informática na Educação
2020

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

DE ARAUJO-FILHO, PAULO FREITAS; KADDOUM, GEORGES; CAMPELO, DIVANILSON R.; SANTOS, ALINE GONDIM; MACEDO, DAVID; Zanchettin, Cleber
IEEE Internet of Things Journal
2020

KutralNet: A Portable Deep Learning Model for Fire Recognition

AYALA, ANGEL; FERNANDES, BRUNO; CRUZ, FRANCISCO; MACEDO, DAVID; Oliveira, Adriano L. I.; Zanchettin, Cleber
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation

DAS NEVES, RICARDO BATISTA; FELIPE VERCOSA, LUIZ; MACEDO, DAVID; DANTAS BEZERRA, BYRON LEITE; Zanchettin, Cleber
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

Squeezed Deep 6DoF Object Detection using Knowledge Distillation

FELIZ, HEITOR; RODRIGUES, WALBER M.; MACEDO, DAVID; SIMOES, FRANCISCO; Oliveira, Adriano L. I.; TEICHRIEB, VERONICA; Zanchettin, Cleber
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

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

NEVES JUNIOR, R. B.; LIMA, ESTANISLAU B.; BEZERRA, B. L. D.; ZANCHETTIN, C.; TOSELLI, A. H.
IET Image Processing
2020

AM-MobileNet1D: A Portable Model for Speaker Recognition

CHAGAS NUNES, JOAO ANTONIO; MACEDO, DAVID; Zanchettin, Cleber
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

Distantly-Supervised Neural Relation Extraction with Side Information using BERT

MOREIRA, JOHNY; OLIVEIRA, CHAINA; MACEDO, DAVID; Zanchettin, Cleber; BARBOSA, LUCIANO
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

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

DE SENA, YGOR AMARAL B. L.; DIAS, KELVIN LOPES; Zanchettin, Cleber
[LATINCOM] 2020 IEEE LatinAmerican Conference on Communications (LATINCOM)
2020

Energy Consumption Optimization for CSMA/CA Protocol Employing Machine Learning

BARBOSA, PAULO F. C.; SILVA, BRUNA A. DA; Zanchettin, Cleber; DE MORAES, RENATO M.
2020 IEEE 91st Vehicular Technology Conference (VTC2020Spring)
2019

Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill Evaluation

CASTRO, DAYVID; PEREIRA, DANILO; Zanchettin, Cleber; MACEDO, DAVID; BEZERRA, BYRON L. D.
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

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

DOS SANTOS, TIAGO J.; MELLO, CARLOS A. B.; Zanchettin, Cleber; DE SOUZA, THIAGO V. M.
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

Identificação de Autor em Manuscritos com Pouco Texto usando Arquiteturas profundas

LINS DE ARAUJO LIMA, PEDRO; Zanchettin, Cleber
ANAIS DO 14º SIMPóSIO BRASILEIRO DE AUTOMAçãO INTELIGENTE
2019

Additive Margin SincNet for Speaker Recognition

CHAGAS NUNES, JOAO ANTONIO; MACEDO, DAVID; Zanchettin, Cleber
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

Heartbeat Anomaly Detection using Adversarial Oversampling

LIMA, JEFFERSON L. P.; MACEDO, DAVID; Zanchettin, Cleber
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

Improving Universal Language Model Fine-Tuning using Attention Mechanism

SANTOS, FLAVIO A. O.; PONCE-GUEVARA, K.L.; MACEDO, DAVID; Zanchettin, Cleber
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

Otimização do Consumo de Energia em Redes Ad Hoc Aloha Empregando Deep Learning

MACEDO, DAVID; DA SILVA, BRUNA A.; DE MORAES, RENATO M.; Zanchettin, Cleber; BARBOSA, PAULO F. C.
XVIII Workshop em Desempenho de Sistemas Computacionais e de Comunicação
2019

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

SILVA, PALOMA G. S.; A. M. L. JUNIOR, CELSO; LIMA, ESTANISLAU B.; BEZERRA, BYRON L. D.; Zanchettin, Cleber
[ICDAR] 2019 International Conference on Document Analysis and Recognition (ICDAR)
2019

Enhancing Batch Normalized Convolutional Networks using Displaced Rectifier Linear Units: A Systematic Comparative Study

MACÊDO, DAVID; Zanchettin, Cleber; OLIVEIRA, ADRIANO L.I.; LUDERMIR, TERESA
EXPERT SYSTEMS WITH APPLICATIONS
2018

Reducing SqueezeNet Storage Size with Depthwise Separable Convolutions

SANTOS, ALINE GONDIM; DE SOUZA, CAMILA OLIVEIRA; Zanchettin, Cleber; MACEDO, DAVID; Oliveira, Adriano L. I.; LUDERMIR, TERESA
[IJCNN] 2018 International Joint Conference on Neural Networks (IJCNN)
2018

Gesture Recognition: a Review Focusing on Sign Language in a Mobile Context

NEIVA, D. H.; ZANCHETTIN, C.
EXPERT SYSTEMS WITH APPLICATIONS
2018

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

DE OLIVEIRA JUNIOR, LUIZ ANTONIO; MEDEIROS, HEITOR R.; MACEDO, DAVID; Zanchettin, Cleber; Oliveira, Adriano L. I.; LUDERMIR, TERESA
[IJCNN] 2018 International Joint Conference on Neural Networks (IJCNN)
2017

QRNN: $q$ -Generalized Random Neural Network

STOSIC, DUSAN; STOSIC, DARKO; Zanchettin, Cleber; LUDERMIR, TERESA; STOSIC, BORKO
IEEE Transactions on Neural Networks and Learning Systems
2016

Building Ensembles with Classifier Selection Using Self-Organizing Maps

Almeida, Leandro Maciel; Zanchettin, Cleber; LEITE, HILTON PINTOR BEZERRA
[BRACIS] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS)
2016

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

NEIVA, DAVI HIRAFUJI; Zanchettin, Cleber
[BRACIS] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS)
2016

A Voronoi Diagram Based Classifier for Multiclass Imbalanced Data Sets

SILVA, EVANDRO J.R.; Zanchettin, Cleber
[BRACIS] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS)
2016

On Validation Setup for Multiclass Imbalanced Data Sets

SILVA, EVANDRO J.R.; Zanchettin, Cleber
[BRACIS] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS)
2016

An Efficient Static Gesture Recognizer Embedded System Based on ELM Pattern Recognition Algorithm

CAMBUIM, LUCAS F.S.; MACIEIRA, RAFAEL M.; NETO, FERNANDO M.P.; BARROS, EDNA; Teresa B. Ludermir; ZANCHETTIN, C.
Journal of Systems Architecture
2016

Objective Video Quality Assessment Based on Neural Networks

MENOR, DIEGO P.A.; MELLO, CARLOS A.B.; Zanchettin, Cleber
Procedia Computer Science
2016

Objective Video Quality Assessment Based on Neural Networks

P.A.MENOR, D.; MELLO, CARLOS ALEXANDRE BARROS; ZANCHETTIN, C.
International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2016)
2015

Base de Assinaturas AMODA: Assinaturas na grafia latina com diferentes tamanhos de aquisição

NEGREIROS, RENATHA ACCIOLY; Zanchettin, Cleber
12. Congresso Brasileiro de Inteligência Computacional
2015

On the Existence of a Threshold in Class Imbalance Problems

SILVA, EVANDRO J. R.; Zanchettin, Cleber
[SMC] 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2015

An Intelligent Monitoring System for Natural Gas Odorization

ZANCHETTIN, C.; ALMEIDA, LEANDRO M.; MENEZES, FREDERICO D.
IEEE Sensors Journal
2015

Extreme Learning Machine for Real Time Recognition of Brazilian Sign Language

NETO, FERNANDO M. DE PAULA; CAMBUIM, LUCAS F.; MACIEIRA, RAFAEL M.; LUDERMIR, TERESA B.; Zanchettin, Cleber; BARROS, EDNA N.
[SMC] 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2014

Handwriting recognition system for mobile accessibility to the visually impaired people

GOUVEIA, FELIPE MENDONCA; BEZERRA, BYRON LEITE DANTAS; Zanchettin, Cleber; MENESES, JOAO RAUL JARDIM
[SMC] 2014 IEEE International Conference on Systems, Man and Cybernetics SMC
2014

Advances in Intelligent Systems

LUDERMIR, T. B.; ZANCHETTIN, C.; LORENA, A. C.
Neurocomputing (Amsterdam)
2014

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

DE MELO, LUCINDO; Zanchettin, Cleber; QUEIROZ, ANDERSON LIRA; ALENCAR, GLINER DIAS
[SBSI] X Simpósio Brasileiro de Sistemas de Informação
2014

Face recognition based on global and local features

Zanchettin, Cleber
[SAC] the 29th Annual ACM Symposium
2013

Metaclasses and zoning for handwritten document recognition

MACARIO, V.; SILVA, G. F. P.; SOUZA, M. R. P.; ZANCHETTIN, C.; CAVALCANTI, G. D. C.
[IJCNN] 2013 International Joint Conference on Neural Networks (IJCNN 2013 Dallas)
2013

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

NEVES, RENATA FREIRE DE PAIVA; Zanchettin, Cleber; MELLO, CARLOS ALEXANDRE BARROS
the 2013 ACM symposium
2012

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

DE MEDEIROS NAPOLES, SAULO HENRIQUE LEONCIO; Zanchettin, Cleber
[IJCNN] 2012 International Joint Conference on Neural Networks (IJCNN 2012 Brisbane)
2012

Odor recognition systems for natural gas odorization monitoring

Zanchettin, Cleber; ALMEIDA, LEANDRO M.; MENEZES, FREDERICO D.; LUDERMIR, TERESA B.; AZEVEDO, WALTER M.
[IJCNN] 2012 International Joint Conference on Neural Networks (IJCNN 2012 Brisbane)
2012

A Hybrid RNN Model for Cursive Offline Handwriting Recognition

BEZERRA, BYRON LEITE DANTAS; Zanchettin, Cleber; BRAGA DE ANDRADE, VINICIUS
2012 Brazilian Symposium on Neural Networks (SBRN)
2012

A KNN-SVM hybrid model for cursive handwriting recognition

Zanchettin, Cleber; BEZERRA, BYRON LEITE DANTAS; AZEVEDO, WASHINGTON W.
[IJCNN] 2012 International Joint Conference on Neural Networks (IJCNN 2012 Brisbane)
2011

Uso de Combinação de Reservoir para Verificação de Assinaturas Manuscritas Off-line

Nápoles, S. H. L. M.; ZANCHETTIN, C.
VIII Encontro Nacional de Inteligência Artificial
2011

MLP-SVM Hybrid Model for Cursive Handwriting Recognition

AZEVEDO, W.; ZANCHETTIN, C.
International Joint Conference on Neural Networks
2011

Um Modelo Híbrido MLP-SVM para Reconhecimento de Caracteres Manuscritos Cursivos

AZEVEDO, W.; ZANCHETTIN, C.
VIII Encontro Nacional de Inteligência Artificial
2011

Offline Handwritten Signature Verification using a Combination of Reservoir Computing

Nápoles, S. H. L. M.; ZANCHETTIN, C.
Fourth International Workshop on Advanced Computational Intelligence (IWACI2011)
2011

Evolving Clonal Adaptive Resonance Theory based on ECOS Theory

ALEXANDRINO, J. L.; ZANCHETTIN, C.; CARVALHO FILHO, E. C. B.
International Joint Conference on Neural Networks
2011

Feature and algorithm selection with Hybrid Intelligent Techniques

LUDERMIR, T. B.; Prodêncio, R. B. C.; ZANCHETTIN, C.
International Journal of Hybrid Intelligent Systems
2011

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

RABELO, JULIANO C. B.; Zanchettin, Cleber; MELLO, CARLOS A. B.; BEZERRA, BYRON L. D.
[SMC] 2011 IEEE International Conference on Systems, Man and Cybernetics SMC
2011

A SVM based off-line handwritten digit recognizer

NEVES, RENATA F. P.; LOPES FILHO, ALBERTO N. G.; MELLO, CARLOS A.B.; Zanchettin, Cleber
[SMC] 2011 IEEE International Conference on Systems, Man and Cybernetics SMC
2011

Hybrid Training Method for MLP: Optimization of Architecture and Training

ZANCHETTIN, C.; LUDERMIR, T. B.; Almeida, Leandro Maciel
IEEE Transactions on Systems, Man and Cybernetics. Part B. Cybernetics
2010

DESIGN OF EXPERIMENTS IN NEURO-FUZZY SYSTEMS

Zanchettin, Cleber; MINKU, LEANDRO L.; LUDERMIR, TERESA B.
International Journal of Computational Intelligence and Applications
2009

HYBRID OPTIMIZATION TECHNIQUE FOR ARTIFICIAL NEURAL NETWORKS DESIGN

Zanchettin, Cleber; B. LUDERMIR, TERESA
11th International Conference on Enterprise Information Systems
2009

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

ALEXANDRINO, JOSE LIMA; Zanchettin, Cleber; CARVALHO FILHO, EDSON C. B.
[IJCNN] 2009 International Joint Conference on Neural Networks (IJCNN 2009 Atlanta)
2008

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

ZANCHETTIN, C.; LUDERMIR, T. B.
International Joint Conference on Neural Networks
2008

Feature Selection and Model Design by GA Applied to Handwritten Digits Recognition from Historical Documents Images

SILVA Jr, E. R.; OLIVEIRA, A. L. I; SANTOS, W. P.; MELLO, C. A.; ZANCHETTIN, C.
International Conference On Frontiers in Handwriting Recognition
2008

Detecting and Treating Invasion in the Courtesy Amount Field on Bank Checks

BEZERRA, B. L. D.; CAVALCANTI, G. D. C.; ZANCHETTIN, C.; RABELO, J. C. B.
International Conference On Frontiers In Handwriting Recognition
2008

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

ALEXANDRINO, J. L.; ZANCHETTIN, C.; CARVALHO FILHO, E. C. B.
International Joint Conference on Neural Networks
2007

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

ZANCHETTIN, C.; LUDERMIR, T. B.
Applied Soft Computing
2007

Artificial Immune System with ART Memory Hibridization

ALEXANDRINO, J. L.; ZANCHETTIN, C.; CARVALHO FILHO, E. C. B.
[HIS] International Conference on Hybrid Intelligent Systems
2007

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

ZANCHETTIN, C.; LUDERMIR, T. B.
International Joint Conference on Neural Networks
2007

An Efficient Thresholding Algorithm for Brazilian Bank Checks

MELLO, C. A.; BEZERRA, B. L. D.; ZANCHETTIN, C.; MACARIO, V.
[ICDAR] International Conference on Document Analysis and Recognition
2007

Global Optimization Methods for Designing and Training Feedforward Artificial Neural Networks

ZANCHETTIN, C.; LUDERMIR, T. B.
Dynamics of Continuous, Discrete and Impulsive System
2007

Artificial Immune System With Art Memory Hibridization

ALEXANDRINO, J. L.; ZANCHETTIN, C.; CARVALHO FILHO, E. C. B.
Neural Network World
2006

The Influence of Different Cost Functions in Global Optimization Techniques

ZANCHETTIN, C.; LUDERMIR, T. B.
Brazilian Symposium on Neural Networks
2006

Improving the Courtesy Amount Recognition Accuracy Rate Through Delimiters Identification

ZANCHETTIN, C.; CAVALCANTI, G. D. C.; SILVA, E. F. A.; BEZERRA, B. L. D.; DÓRIA, R. C.; RABELO, J. C. B.
International Workshop on Frontiers in Handwriting Recognition
2006

A Methodology to Training and Improve Artificial Neural Networks` Weights and Connections

ZANCHETTIN, C.; LUDERMIR, T. B.
International Joint Conference on Neural Networks
2006

A Heuristic Binarization Algorithm for Documents with Complex Background

CAVALCANTI, G. D. C.; SILVA, E. F. A.; ZANCHETTIN, C.; BEZERRA, B. L. D.; DÓRIA, R. C.; RABELO, J. C. B.
[ICIP] International Conference on Image Processing
2006

An Optimization Methodology for Neural Network Weights and Architectures

LUDERMIR, T. B.; YAMAZAKI, A.; ZANCHETTIN, C
IEEE Transactions on Neural Networks
2006

A Neural Architecture to Identify Courtesy Amount Delimiters

ZANCHETTIN, C.; CAVALCANTI, G. D. C.; DÓRIA, R. C.; SILVA, E. F. A.; RABELO, J. C. B.; BEZERRA, B. L. D.
[IJCNN] Internation Joint Conference on Neural Networks (IJCNN 2006)
2005

Técnica Híbrida de Otimização para Pesos e Arquiteturas de Redes Neurais Artificiais

ZANCHETTIN, C.; LUDERMIR, T. B.
V ENIA - Encontro Nacional de Inteligência Artificial
2005

Design of Experiments in Neuro-Fuzzy Systems

ZANCHETTIN, C.; MINKU, F. L.; LUDERMIR, T. B.
V Hybrid Intelligent Systems
2005

Sistemas neurais híbridos para reconhecimento de padrões em narizes artificiais

Zanchettin, Cleber; Ludermir, Teresa Bernarda
SBA. Sociedade Brasileira de Automática
2005

Hybrid Neural Systems for Pattern Recognition in Artificial Noses

ZANCHETTIN, C.; LUDERMIR, T. B.
International Journal of Neural Systems
2005

Hybrid Technique for Artificial Neural Network Architecture and Weight Optimization

ZANCHETTIN, C.; LUDERMIR, T. B.
[ECML] 16th European Conference on Machine Learning (ECML) and the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD)
2005

Sistemas Neurais Híbridos para Reconhecimento de Padrões em Narizes Artificiais

ZANCHETTIN, C.; LUDERMIR, T. B.
18 th Concurso de Teses e Dissertações
2004

Filtro Wavelet para Redução de Ruído e Compressão de Sinal em um Nariz Artificial

ZANCHETTIN, C.; LUDERMIR, T. B.
8 th Brazilian Symposium on Neural Networks (SBRN 2004)
2004

Sistemas Neurais para Classificação de Odores em um Nariz Artificial

ZANCHETTIN, C.; LUDERMIR, T. B.
8 th Brazilian Symposium on Neural Networks (SBRN 2004)
2004

Evolving fuzzy neural networks applied to odor recognition in an artificial nose

ZANCHETTIN, C.; LUDERMIR, T.B.
2004 IEEE International Joint Conference on Neural Networks
2003

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

ZANCHETTIN, C.; LUDERMIR, T. B.
Hybrid Intelligent Systems
2003

Wavelet Filter for Noise reduction and Signal Compression in an Artificial Nose

ZANCHETTIN, C.; LUDERMIR, T. B.
Hybrid Intelligent Systems
2003

Avaliação de um Modelo Neuro-difuso para Classificação de Padrões, Seleção de Atributos e Extração de Regras

AMORIM, B. P.; ZANCHETTIN, C.; VASCONCELOS, D. M. R. H.; VASCONCELOS, G. C.; LUDERMIR, T. B.; ARAUJO, A. F. R.
[IV] IV ENIA - Encontro Nacional de Inteligência Artificial
2003

Classification of Gases from the Petroliferous Industry by an Artificial Nose with Neural Network

ZANCHETTIN, C.; LUDERMIR, T. B.; YAMAZAKI, A.
Joint International Conference on Artificial Neural Networks (13th) and International Conference on Neural Information Processing (10th) - ICANN/ICONIP 2003

Publicações

2026

Robustness of Language Models against Portuguese Harmful Prompts

AMORIM, E. A.; ZANCHETTIN, C.
International Joint Conference on Neural Networks
2026

A digital archive reveals how a funding agency cooperated with academics to support the nascent field of genomics

HONG, SPENCER S.; DONOHUE, CHRISTOPHER R.; STOEGER, THOMAS; UTZ, ZACHARY; HOSSEINI, MOHAMMAD; Zanchettin, Cleber; TEJEDOR NAVARRO, HELIODORO; HOLMES, KRISTI; WETTERSTRAND, KRIS A.; BATES, SARAH A.; NUNES AMARAL, LUIS A.
Nature Communications
2026

Data Augmentation as an Engine: A Multidimensional Few-Shot Analysis

MOTA, M. E.; ZANCHETTIN, C.
International Conference on Artificial Neural Networks 2026
2026

Operationalizing the Traffic Light Protocol for Native Portuguese Language Model Guardrails in Collaborative Workflows

AMORIM, E. A.; ZANCHETTIN, C.
[SBSC] Simpósio Brasileiro de Sistemas Colaborativos
2026

A Digital Archive Reveals how a Funding Agency Cooperated with Academics to Support the Nascent field of Genomics

HONG, S.; STOEGER, T.; UTZ, Z.; HOSSEINI, M.; ZANCHETTIN, C.; NAVARRO, H. T.; WETTERSTRAND, K.; BATES, S.; AMARAL, L. A. N.; DONOHUE, C.
International Conference on the Science of Science and Innovation
2026

Quantifying cross-site effect in AI-based dental age estimation: evidence from Brazilian panoramic radiographs

OLIVEIRA, W.; ZANCHETTIN, C.; OLIVEIRA, M. L.; FRANCA, D. Q. F.; HAITER NETO, F.; ALBUQUERQUE SANTOS, MARIANA; PONTUAL, M. L. A.; BELTRAO, R. V.; Pontual, A. A.; PEREZ, F. M. M. R.
DENTOMAXILLOFACIAL RADIOLOGY
2026

Benchmarking large language models for clinical data extraction from Portuguese medical notes in a university hospital

JESUS, BRENO GABRIEL ARAÚJO SAMPAIO DE; Zanchettin, Cleber; MENEZES, VINÍCIUS DE OLIVEIRA; MACHADO, MARCOS ANTÔNIO DÓREA; FIGUEIREDO, TOMAZ CASTRILLON; PEREIRA, CLARIELE DE ALMEIDA; ANJOS, BRUNO HENRIQUE LIRA; BOA-SORTE, NEY CRISTIAN AMARAL; DURÃES, ANDRÉ RODRIGUES; BRITES, CARLOS; MARTINS NETTO, EDUARDO; Almeida, Leandro Maciel
CADERNOS DE SAÚDE PÚBLICA
2026

Adaptive salience autoencoder for unsupervised anomaly detection in computer network traffic

COELHO, GABRIEL; GONÇALVES, LUÍS; Zanchettin, Cleber; BRAGA, LÍGIA F.; SILVA, DIANA R.; MORAIS, KLARISSA A.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
2026

Temporal Features Dominate Explainable Alzheimer?s Screening from Online Handwriting

ALBUQUERQUE, B. M.; ZANCHETTIN, C.; SOUZA, G.
International Conference on Artificial Neural Networks 2026
2026

Fall Detection Based on Computer Vision: A Systematic Mapping Study

GOMES, MOUGLAS EUGÊNIO NASÁRIO; DE-MATTOS-NETO, PAULO SALGADO GOMES; Zanchettin, Cleber; Matos, Leonardo Nogueira; MORAIS, BÁRBARA SILVA
IEEE Journal of Biomedical and Health Informatics
2025

Tackling low-resource NER: Exploring model soup, domain adaptation, few-shot and zero-shot strategies

Souza, Maynara; MONTEIRO, MONIQUE; Zanchettin, Cleber
APPLIED SOFT COMPUTING
2025

TE-CNN-AAE: Learning Robust Financial Time Series Representations with Trend-Enhanced Adversarial Autoencoders

DE ARAUJO, JEFFERSON O. A.; DE OLIVEIRA, ADRIANO L. I.; Zanchettin, Cleber
[SMC] 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2025

The Di2Win Document Intelligence Platform

FERREIRA, AFONSO; Zanchettin, Cleber; ANDRADE, ROMULO; BEZERRA, BYRON LEITE DANTAS
DocEng '25: ACM Symposium on Document Engineering 2025
2025

Hybrid system model-data driven approach for state estimation of omnidirectional robot

SILVEIRA, O. C. B.; MELO, J. G.; ZANCHETTIN, C.; OLIVEIRA, A. L. I; MAFALDO, J. P.; BARROS, E. N.
RoboCup International Symposium
2025

Enhancing Brazilian Portuguese Augmentative and Alternative Communication with Card Prediction and Colourful Semantics

PEREIRA, J. A.; RODRIGUES, F.; PEREIRA, J. A.; ZANCHETTIN, C.; DO NASCIMENTO FIDALGO, ROBSON
ACM/SIGAPP Symposium On Applied Computing
2025

Chronological Age Estimation Using Deep Neural Network and the Modified Gustafson Method Based on the Second Premolar Regions.

PONTUAL, M. L. A.; Sukar, R. S. N.; OLIVEIRA, W.; Melo, B. P. C.; ALBUQUERQUE SANTOS, MARIANA; Beltrão, R. V.; Ramos-Perez, F. M. M.; Pontual, A. A.; ZANCHETTIN, C.
Academy of Dental Materials ? Connections in Dental Biomaterials (IADMFR)
2025

Deep contrastive variational subspace clustering

OLIVEIRA, M. S.; QUEIROZ, S. R. M.; ZANCHETTIN, C.; CARVALHO, F. T.
NEUROCOMPUTING
2025

Leveraging Transformer-Based Pretrained Embeddings for Reinforcement Learning in Cryptocurrency Trading

MARABUCO DE A. LIMA, ADRIANO; LORENA OLIVEIRA, ADRIANO; Zanchettin, Cleber
[SMC] 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2025

Improving COVID-19 Detection in Chest X-Rays Using EfficientNet with Self-Supervised Contrastive Learning

ALVES, TALES TOMAZ; REN, TSANG ING; Zanchettin, Cleber
[ICTAI] 2025 IEEE 37th International Conference on Tools with Artificial Intelligence (ICTAI)
2025

Age estimation based on Demirjian?s method using third molars in individuals from Southeastern Brazil

GOMES, A. F.; PONTUAL, M. L. A.; SILVA, T. P.; BORTOLETTO, M. F. S. A.; OLIVEIRA, M. L.; HAITER NETO, F.; ZANCHETTIN, C.; FREITAS, D. Q.
Journal of Forensic and Legal Medicine
2025

A multi-protocol energy optimization method for an adaptable wireless MAC system through machine learning

BARBOSA, PAULO F. C.; DA SILVA, BRUNA A.; Zanchettin, Cleber; DE MORAES, RENATO M.
Annals of Telecommunications
2025

ChronosRL: embeddings-based reinforcement learning agent for financial trading

DE A. LIMA, ADRIANO MARABUCO; OLIVEIRA, ADRIANO LORENA; Zanchettin, Cleber
PROCEDIA COMPUTER SCIENCE
2025

Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks

SOUZA, M. D.; ZANCHETTIN, C.
[ICML] International Conference on Machine Learning (ICML)
2025

Incremental learning approach using fuzzy logic to mitigate catastrophic forgetting

DE SOUZA ALEXANDRE, LÍVIA; Zanchettin, Cleber
[AICCSA] 2025 IEEE/ACS 22nd International Conference on Computer Systems and Applications (AICCSA)
2025

Conversational Historical Avatars in Virtual Reality Powered by Local Large Language Models

VASCONCELOS, JOÃO GABRIEL; MOTA, MARIA EDUARDA BARROS; DE ALMEIDA, GLENDA MALTA; Zanchettin, Cleber; VASCONCELOS, GERMANO; SIMÕES, FRANCISCO
[SVR] 2025 27th Symposium on Virtual and Augmented Reality (SVR)
2024

Breaking barriers in Candida spp. detection with Electronic Noses and artificial intelligence

BASTOS, M. L.; BENEVIDES, C. A.; ZANCHETTIN, C.; F. D. Menezes; INACIO, C. P.; LIMA NETO, R. G.; TEIXEIRA FILHO, J. G. A.; NEVES, R. P.; ALMEIDA, LEANDRO M.
Scientific Reports
2024

Predictive authoring for Brazilian Portuguese augmentative and alternative communication

PEREIRA, J. A.; NOGUEIRA, R.; ZANCHETTIN, C.; FIDALGO, R. N.
Natural Language Processing
2024

Sigmoidal learning rate optimizer for deep neural network training using a two-phase adaptation approach

MACÊDO, DAVID; Zanchettin, Cleber; LUDERMIR, TERESA
APPLIED SOFT COMPUTING
2024

Chronological age estimation with panoramic radiographs using predictive formula and neural network: a comparative analysis

PONTUAL, M. L. A.; OLIVEIRA, W.; BURGARDT, C. A. P.; Beltrão, R. V.; Ramos-Perez, F. M. M.; Pontual, A. A.; ZANCHETTIN, C.
European Academy of Dentomaxillofacial Radiology
2024

Planning the path with Reinforcement Learning: Optimal Robot Motion Planning in RoboCup Small Size League Environments

MACHADO, M.; ZANCHETTIN, C.; CUNHA, P.; BASSANI, H. F.; BARROS, E. N.; BRAGA, P. H. M.; MELO, J.
Robocup 2024 Symposium
2024

An End-to-End Approach for Handwriting Recognition: From Handwritten Text Lines to Complete Pages

CASTRO, DAYVID; BEZERRA, BYRON LEITE DANTAS; Zanchettin, Cleber
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
2024

SG-RSRNN - Score Guided Robust Subspace Recovery-based Neural Network for Network Intrusion Detection

GONÇALVES, LUÍS; Zanchettin, Cleber
[IJCNN] 2024 International Joint Conference on Neural Networks (IJCNN)
2024

On the improvement of handwritten text line recognition with octave convolutional recurrent neural networks

CASTRO, DAYVID; Zanchettin, Cleber; AMARAL, LUÍS A. NUNES
International Journal on Document Analysis and Recognition
2024

Computational experiments with cellular-automata generated images reveal intrinsic limitations of convolutional neural networks on pattern recognition tasks

LEI, WEIHUA; Zanchettin, Cleber; SANTOS, FLÁVIO A. O.; NUNES AMARAL, LUÍS A.
APL Machine Learning
2024

Estimativa da idade cronológica por meio de uma fórmula preditiva e rede neural usando radiografias panorâmicas: uma análise comparativa.

Sukar, R. S. N.; ANJOS PONTUAL, MARIA LUIZA; PEREZ, F. M. M. R.; Pontual, A. A.; OLIVEIRA, W.; ZANCHETTIN, C.
Reunião Anual da Sociedade Brasileira de Pesquisa Odontológica
2024

Estimating human age using machine learning on panoramic radiographs. In: European Academy of Dentomaxillofacial Radiology (ECDMFR)

FRANCA, D. Q. F.; OLIVEIRA, W.; ALBUQUERQUE SANTOS, MARIANA; BURGARDT, CAIO AUGUSTO PEREIRA; Beltrão, R. V.; PEREZ, F. M. M. R.; ANJOS PONTUAL, MARIA LUIZA; Pontual, A. A.; ZANCHETTIN, C.
European Academy of Dentomaxillofacial Radiology (ECDMFR)
2024

A origem populacional influencia na estimativa de idade realizada por inteligência artificial em radiografias panorâmicas?

FRANCA, D. Q. F.; OLIVEIRA, W.; ALBUQUERQUE SANTOS, MARIANA; HAITER NETO, M. L.; PONTUAL, M. L. A.; ZANCHETTIN, C.
Jornada da Associação Brasileira de Radiologia Odontológica e Diagnóstico por Imagem
2024

Detecting abnormal logins by discovering anomalous links via graph transformers

GONCALVES, L. F.; ZANCHETTIN, C.
COMPUTERS & SECURITY
2024

Estimation of human age using machine learning on panoramic radiographs for Brazilian patients

OLIVEIRA, WILLIAN; ALBUQUERQUE SANTOS, MARIANA; BURGARDT, CAIO AUGUSTO PEREIRA; ANJOS PONTUAL, MARIA LUIZA; Zanchettin, Cleber
Scientific Reports
2024

Adversarial training and attribution methods enable evaluation of robustness and interpretability of deep learning models for image classification

SANTOS, FLÁVIO A. O.; Zanchettin, Cleber; LEI, WEIHUA; NUNES AMARAL, LUÍS A.
PHYSICAL REVIEW E
2023

Exploring the Impact of Synthetic Data on Human Activity Recognition Tasks

DE SOUZA, MAYNARA DONATO; JUNIOR, CLESSON ROBERTO SILVA; QUINTINO, JONYSBERG; SANTOS, ANDRÉ LUIS; DA SILVA, FABIO Q B; Zanchettin, Cleber
PROCEDIA COMPUTER SCIENCE
2023

Aprendizagem de máquina aplicada na avaliação de projetos aeroportuários no Brasil baseados em modelos BIM

SANTOS, I. G.; ANDRADE, M. L. V. X.; ZANCHETTIN, C.; ROLIM, A.
Ibero-American Society of Digital Graphics (SIGraDi)
2023

Multi‑center Integrating Radiomics, Structured Reports, and Machine Learning Algorithms for Assisted Classification of COVID‑19 in Lung Computed Tomography

MACHADO, M.; ZANCHETTIN, C.; MARTINS NETTO, E.; SILVA, R. R. E.; NAMIAS, M.; LESSA, A. S.; SILVA, C. T. A.; OLIVEIRA, D. M.; REINA, T. R.; LIRA, A. A. B.; ALMEIDA, L. M.
Journal of Medical and Biological Engineering
2023

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

MACEDO, JOÃO; BEZERRA, BYRON; LIMA, ESTANISLAU; SOARES, ALYSSON; LOPES, CELSO; Zanchettin, Cleber
[LA-CCI] 2023 IEEE Latin American Conference on Computational Intelligence (LACCI)
2023

Improving small object detection with DETRAug

CUNHA, EVAIR; MACÊDO, DAVID; Zanchettin, Cleber
[IJCNN] 2023 International Joint Conference on Neural Networks (IJCNN)
2023

PrAACT: Predictive Augmentative and Alternative Communication with Transformers

PEREIRA, JAYR ALENCAR; PEREIRA, JAYLTON ALENCAR; Zanchettin, Cleber; DO NASCIMENTO FIDALGO, ROBSON
EXPERT SYSTEMS WITH APPLICATIONS
2023

A Robust Platform for De-identifying, Encoding, and using Internal Documents of a Large Funding Agency to Understand Institutional Decision Making and Innovation

HONG, S.; UTZ, Z.; ZANCHETTIN, C.; BATES, S.; HOSSEINI, M.; WETTERSTRAND, K.; STOEGER, T.; DONOHUE, C.; AMARAL, L. A. N.
International Conference on Science of Science And Innovation
2023

Learning What, Where and Which to Transfer

DE LIMA NOGUEIRA, LUCAS; MACÊDO, DAVID; Zanchettin, Cleber; NETO, FERNANDO M. P.; Oliveira, Adriano L. I.
[IJCNN] 2023 International Joint Conference on Neural Networks (IJCNN)
2023

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

ALMEIDA, ARTHUR; GONÇALVES, LUÍS; Zanchettin, Cleber; BEZERRA, BYRON LEITE DANTAS
[LA-CCI] 2023 IEEE Latin American Conference on Computational Intelligence (LACCI)
2023

Quantifying the impact of uninformative features on the performance of supervised classification and dimensionality reduction algorithms

LEI, W.; ZANCHETTIN, C.; HO, Z.; AMARAL, L. A. N.
APL Machine Learning
2023

An Augmentative and Alternative Communication Synthetic Corpus for Brazilian Portuguese

PEREIRA, J. A.; NOGUEIRA, R.; ZANCHETTIN, C.; FIDALGO, R. N.
International Conference on Advanced Learning Technologies
2023

Self-calibrated U-Net for Document Segmentation

RODRIGUES, IAGO RICHARD; FERREIRA DA SILVA, LEYLANE GRAZIELE; MACÊDO, DAVID L; Zanchettin, Cleber; ENDO, PATRICIA TAKAKO; SADOK, DJAMEL HADJ
[IJCNN] 2023 International Joint Conference on Neural Networks (IJCNN)
2023

A Comparative Study of Forecasting Methods in the Context of Digital Twins

MAIOR, JOÃO SOUTO; BEZERRA, B. L. D.; LEAL, LUCIANO; LOPES JÚNIOR, CELSO ANTONIO M; ZANCHETTIN, C.
REVISTA DE ENGENHARIA E PESQUISA APLICADA
2023

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

Santos, Flávio Arthur Oliveira; Zanchettin, Cleber
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)
2022

Multi-human fall detection and localization in videos

GOMES, M. N.; MACEDO, D. L.; ZANCHETTIN, C.; MATTOS NETO, P. S. G.; OLIVEIRA, A. L. I
COMPUTER VISION AND IMAGE UNDERSTANDING
2022

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

BASTOS, THIAGO; STRAGEVITCH, LUIZ; Zanchettin, Cleber
17th International Conference on Computer Vision Theory and Applications
2022

Convolution Optimization in Fire Classification

AYALA, ANGEL; FERNANDES, BRUNO; CRUZ, FRANCISCO; MACEDO, DAVID; Zanchettin, Cleber
IEEE Access
2022

Pictogram Prediction in Alternative Communication Boards: a Mapping Study

PEREIRA, JAYR A.; MEDEIROS, SHEYLA DE; Zanchettin, Cleber; FIDALGO, ROBSON DO N.
[SBIE] Simpósio Brasileiro de Informática na Educação
2022

On machine learning and visual analysis for quality prediction of film metallization process

BASTOS, T. M. R.; STRAGEVITCH, L.; ZANCHETTIN, C.
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
2022

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

SILVA, ANDERSSON A.; XAVIER, AMANDA S.; MACEDO, DAVID; Zanchettin, Cleber; Oliveira, Adriano L. I.
[IJCNN] 2022 International Joint Conference on Neural Networks (IJCNN)
2022

Breakthrough of clinical Candida cultures identification using the analysis of volatile organic compounds and artificial intelligence methods

CASTRO, M. C. A.; NEVES, R. P.; ALMEIDA, LEANDRO M.; FERREIRA, R. W. M.; BENEVIDES, C. A.; ZANCHETTIN, C.; MENEZES, FREDERICO D.; INACIO, C. P.; LIMA NETO, R. G.; TEIXEIRA, J. G. A.
IEEE SENSORS JOURNAL
2022

Atribuição de autoria em trabalhos escolares por meio da estilometria e processamento de linguagem natural

SANTOS, D. C. V.; ZANCHETTIN, C.
Revista Brasileira de Informática na Educação (RBIE)
2022

PictoBERT: Transformers for next pictogram prediction

PEREIRA, J. A.; MACEDO, D. L.; ZANCHETTIN, C.; OLIVEIRA, A. L. I; FIDALGO, R. N.
EXPERT SYSTEMS WITH APPLICATIONS
2022

Machine Learning Applied in the Evaluation of Airport Projects

SANTOS, I. G.; ANDRADE, M. L. V. X.; ZANCHETTIN, C.
Air Transportation Symposium
2021

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

SANTOS, F. A. O.; BISPO, T. D.; MACEDO, H.; ZANCHETTIN, C.
INTELIGENCIA ARTIFICIAL
2021

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

MACEDO, DAVID; REN, TSANG ING; Zanchettin, Cleber; Oliveira, Adriano L. I.; LUDERMIR, TERESA
IEEE Transactions on Neural Networks and Learning Systems
2021

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

SILVA, JULIO CEZAR SOARES; MACEDO, DAVID; Zanchettin, Cleber; OLIVEIRA, ADRIANO L.I.; DE ALMEIDA FILHO, ADIEL TEIXEIRA
[IJCNN] 2021 International Joint Conference on Neural Networks (IJCNN)
2021

Mineração de Dados Aplicada à Predição do Desempenho de Escolas e Técnicas de Interpretabilidade dos Modelos

GAMA NETO, MILTON V.; VASCONCELOS, GERMANO C.; Zanchettin, Cleber
[SBIE] Simpósio Brasileiro de Informática na Educação
2021

Identification of Microorganism Colony Odor Signature using InceptionTime

VASCONCELOS, PAULO M.; MACEDO, DAVID; ALMEIDA, LEANDRO M.; NETO, REGINALDO G. L.; BENEVIDES, CLAYTON A.; Zanchettin, Cleber; Oliveira, Adriano L. I.
[SMC] 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2021

Entropic Out-of-Distribution Detection

MACEDO, DAVID; REN, TSANG ING; Zanchettin, Cleber; Oliveira, Adriano L. I.; LUDERMIR, TERESA
[IJCNN] 2021 International Joint Conference on Neural Networks (IJCNN)
2021

On the Impact of Interpretability Methods in Active Image Augmentation Method

SANTOS, F. A. O.; ZANCHETTIN, C.; MATOS, L. N.; NOVAIS, P. J. F. O.
LOGIC JOURNAL OF THE IGPL
2021

Nanocomposites mechanical properties prediction using machine learning as an assistive tool

FREITAS, L. C.; BASTOS, T. M. R.; ALVES, J. V. P.; ZANCHETTIN, C.; COSTA, J. A. P.; ALMEIDA, LEANDRO M.; LIMA, M. V. F.; MENEZES, FREDERICO D.
Brazilian Materials Research Society Meeting
2021

Estudo comparativo entre abordagens estilométricas e textuais para atribuição de autoria em trabalhos escolares

SANTOS, DANIEL CIRNE VILAS-BOAS DOS; Zanchettin, Cleber
[SBIE] Simpósio Brasileiro de Informática na Educação
2020

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

DE ARAUJO-FILHO, PAULO FREITAS; KADDOUM, GEORGES; CAMPELO, DIVANILSON R.; SANTOS, ALINE GONDIM; MACEDO, DAVID; Zanchettin, Cleber
IEEE Internet of Things Journal
2020

KutralNet: A Portable Deep Learning Model for Fire Recognition

AYALA, ANGEL; FERNANDES, BRUNO; CRUZ, FRANCISCO; MACEDO, DAVID; Oliveira, Adriano L. I.; Zanchettin, Cleber
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation

DAS NEVES, RICARDO BATISTA; FELIPE VERCOSA, LUIZ; MACEDO, DAVID; DANTAS BEZERRA, BYRON LEITE; Zanchettin, Cleber
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

Squeezed Deep 6DoF Object Detection using Knowledge Distillation

FELIZ, HEITOR; RODRIGUES, WALBER M.; MACEDO, DAVID; SIMOES, FRANCISCO; Oliveira, Adriano L. I.; TEICHRIEB, VERONICA; Zanchettin, Cleber
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

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

NEVES JUNIOR, R. B.; LIMA, ESTANISLAU B.; BEZERRA, B. L. D.; ZANCHETTIN, C.; TOSELLI, A. H.
IET Image Processing
2020

AM-MobileNet1D: A Portable Model for Speaker Recognition

CHAGAS NUNES, JOAO ANTONIO; MACEDO, DAVID; Zanchettin, Cleber
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

Distantly-Supervised Neural Relation Extraction with Side Information using BERT

MOREIRA, JOHNY; OLIVEIRA, CHAINA; MACEDO, DAVID; Zanchettin, Cleber; BARBOSA, LUCIANO
[IJCNN] 2020 International Joint Conference on Neural Networks (IJCNN)
2020

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

DE SENA, YGOR AMARAL B. L.; DIAS, KELVIN LOPES; Zanchettin, Cleber
[LATINCOM] 2020 IEEE LatinAmerican Conference on Communications (LATINCOM)
2020

Energy Consumption Optimization for CSMA/CA Protocol Employing Machine Learning

BARBOSA, PAULO F. C.; SILVA, BRUNA A. DA; Zanchettin, Cleber; DE MORAES, RENATO M.
2020 IEEE 91st Vehicular Technology Conference (VTC2020Spring)
2019

Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill Evaluation

CASTRO, DAYVID; PEREIRA, DANILO; Zanchettin, Cleber; MACEDO, DAVID; BEZERRA, BYRON L. D.
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

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

DOS SANTOS, TIAGO J.; MELLO, CARLOS A. B.; Zanchettin, Cleber; DE SOUZA, THIAGO V. M.
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

Identificação de Autor em Manuscritos com Pouco Texto usando Arquiteturas profundas

LINS DE ARAUJO LIMA, PEDRO; Zanchettin, Cleber
ANAIS DO 14º SIMPóSIO BRASILEIRO DE AUTOMAçãO INTELIGENTE
2019

Additive Margin SincNet for Speaker Recognition

CHAGAS NUNES, JOAO ANTONIO; MACEDO, DAVID; Zanchettin, Cleber
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

Heartbeat Anomaly Detection using Adversarial Oversampling

LIMA, JEFFERSON L. P.; MACEDO, DAVID; Zanchettin, Cleber
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

Improving Universal Language Model Fine-Tuning using Attention Mechanism

SANTOS, FLAVIO A. O.; PONCE-GUEVARA, K.L.; MACEDO, DAVID; Zanchettin, Cleber
[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)
2019

Otimização do Consumo de Energia em Redes Ad Hoc Aloha Empregando Deep Learning

MACEDO, DAVID; DA SILVA, BRUNA A.; DE MORAES, RENATO M.; Zanchettin, Cleber; BARBOSA, PAULO F. C.
XVIII Workshop em Desempenho de Sistemas Computacionais e de Comunicação
2019

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

SILVA, PALOMA G. S.; A. M. L. JUNIOR, CELSO; LIMA, ESTANISLAU B.; BEZERRA, BYRON L. D.; Zanchettin, Cleber
[ICDAR] 2019 International Conference on Document Analysis and Recognition (ICDAR)
2019

Enhancing Batch Normalized Convolutional Networks using Displaced Rectifier Linear Units: A Systematic Comparative Study

MACÊDO, DAVID; Zanchettin, Cleber; OLIVEIRA, ADRIANO L.I.; LUDERMIR, TERESA
EXPERT SYSTEMS WITH APPLICATIONS
2018

Reducing SqueezeNet Storage Size with Depthwise Separable Convolutions

SANTOS, ALINE GONDIM; DE SOUZA, CAMILA OLIVEIRA; Zanchettin, Cleber; MACEDO, DAVID; Oliveira, Adriano L. I.; LUDERMIR, TERESA
[IJCNN] 2018 International Joint Conference on Neural Networks (IJCNN)
2018

Gesture Recognition: a Review Focusing on Sign Language in a Mobile Context

NEIVA, D. H.; ZANCHETTIN, C.
EXPERT SYSTEMS WITH APPLICATIONS
2018

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

DE OLIVEIRA JUNIOR, LUIZ ANTONIO; MEDEIROS, HEITOR R.; MACEDO, DAVID; Zanchettin, Cleber; Oliveira, Adriano L. I.; LUDERMIR, TERESA
[IJCNN] 2018 International Joint Conference on Neural Networks (IJCNN)
2017

QRNN: $q$ -Generalized Random Neural Network

STOSIC, DUSAN; STOSIC, DARKO; Zanchettin, Cleber; LUDERMIR, TERESA; STOSIC, BORKO
IEEE Transactions on Neural Networks and Learning Systems
2016

Building Ensembles with Classifier Selection Using Self-Organizing Maps

Almeida, Leandro Maciel; Zanchettin, Cleber; LEITE, HILTON PINTOR BEZERRA
[BRACIS] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS)
2016

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

NEIVA, DAVI HIRAFUJI; Zanchettin, Cleber
[BRACIS] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS)
2016

A Voronoi Diagram Based Classifier for Multiclass Imbalanced Data Sets

SILVA, EVANDRO J.R.; Zanchettin, Cleber
[BRACIS] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS)
2016

On Validation Setup for Multiclass Imbalanced Data Sets

SILVA, EVANDRO J.R.; Zanchettin, Cleber
[BRACIS] 2016 5th Brazilian Conference on Intelligent Systems (BRACIS)
2016

An Efficient Static Gesture Recognizer Embedded System Based on ELM Pattern Recognition Algorithm

CAMBUIM, LUCAS F.S.; MACIEIRA, RAFAEL M.; NETO, FERNANDO M.P.; BARROS, EDNA; Teresa B. Ludermir; ZANCHETTIN, C.
Journal of Systems Architecture
2016

Objective Video Quality Assessment Based on Neural Networks

MENOR, DIEGO P.A.; MELLO, CARLOS A.B.; Zanchettin, Cleber
Procedia Computer Science
2016

Objective Video Quality Assessment Based on Neural Networks

P.A.MENOR, D.; MELLO, CARLOS ALEXANDRE BARROS; ZANCHETTIN, C.
International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2016)
2015

Base de Assinaturas AMODA: Assinaturas na grafia latina com diferentes tamanhos de aquisição

NEGREIROS, RENATHA ACCIOLY; Zanchettin, Cleber
12. Congresso Brasileiro de Inteligência Computacional
2015

On the Existence of a Threshold in Class Imbalance Problems

SILVA, EVANDRO J. R.; Zanchettin, Cleber
[SMC] 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2015

An Intelligent Monitoring System for Natural Gas Odorization

ZANCHETTIN, C.; ALMEIDA, LEANDRO M.; MENEZES, FREDERICO D.
IEEE Sensors Journal
2015

Extreme Learning Machine for Real Time Recognition of Brazilian Sign Language

NETO, FERNANDO M. DE PAULA; CAMBUIM, LUCAS F.; MACIEIRA, RAFAEL M.; LUDERMIR, TERESA B.; Zanchettin, Cleber; BARROS, EDNA N.
[SMC] 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC)
2014

Handwriting recognition system for mobile accessibility to the visually impaired people

GOUVEIA, FELIPE MENDONCA; BEZERRA, BYRON LEITE DANTAS; Zanchettin, Cleber; MENESES, JOAO RAUL JARDIM
[SMC] 2014 IEEE International Conference on Systems, Man and Cybernetics SMC
2014

Advances in Intelligent Systems

LUDERMIR, T. B.; ZANCHETTIN, C.; LORENA, A. C.
Neurocomputing (Amsterdam)
2014

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

DE MELO, LUCINDO; Zanchettin, Cleber; QUEIROZ, ANDERSON LIRA; ALENCAR, GLINER DIAS
[SBSI] X Simpósio Brasileiro de Sistemas de Informação
2014

Face recognition based on global and local features

Zanchettin, Cleber
[SAC] the 29th Annual ACM Symposium
2013

Metaclasses and zoning for handwritten document recognition

MACARIO, V.; SILVA, G. F. P.; SOUZA, M. R. P.; ZANCHETTIN, C.; CAVALCANTI, G. D. C.
[IJCNN] 2013 International Joint Conference on Neural Networks (IJCNN 2013 Dallas)
2013

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

NEVES, RENATA FREIRE DE PAIVA; Zanchettin, Cleber; MELLO, CARLOS ALEXANDRE BARROS
the 2013 ACM symposium
2012

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

DE MEDEIROS NAPOLES, SAULO HENRIQUE LEONCIO; Zanchettin, Cleber
[IJCNN] 2012 International Joint Conference on Neural Networks (IJCNN 2012 Brisbane)
2012

Odor recognition systems for natural gas odorization monitoring

Zanchettin, Cleber; ALMEIDA, LEANDRO M.; MENEZES, FREDERICO D.; LUDERMIR, TERESA B.; AZEVEDO, WALTER M.
[IJCNN] 2012 International Joint Conference on Neural Networks (IJCNN 2012 Brisbane)
2012

A Hybrid RNN Model for Cursive Offline Handwriting Recognition

BEZERRA, BYRON LEITE DANTAS; Zanchettin, Cleber; BRAGA DE ANDRADE, VINICIUS
2012 Brazilian Symposium on Neural Networks (SBRN)
2012

A KNN-SVM hybrid model for cursive handwriting recognition

Zanchettin, Cleber; BEZERRA, BYRON LEITE DANTAS; AZEVEDO, WASHINGTON W.
[IJCNN] 2012 International Joint Conference on Neural Networks (IJCNN 2012 Brisbane)
2011

Uso de Combinação de Reservoir para Verificação de Assinaturas Manuscritas Off-line

Nápoles, S. H. L. M.; ZANCHETTIN, C.
VIII Encontro Nacional de Inteligência Artificial
2011

MLP-SVM Hybrid Model for Cursive Handwriting Recognition

AZEVEDO, W.; ZANCHETTIN, C.
International Joint Conference on Neural Networks
2011

Um Modelo Híbrido MLP-SVM para Reconhecimento de Caracteres Manuscritos Cursivos

AZEVEDO, W.; ZANCHETTIN, C.
VIII Encontro Nacional de Inteligência Artificial
2011

Offline Handwritten Signature Verification using a Combination of Reservoir Computing

Nápoles, S. H. L. M.; ZANCHETTIN, C.
Fourth International Workshop on Advanced Computational Intelligence (IWACI2011)
2011

Evolving Clonal Adaptive Resonance Theory based on ECOS Theory

ALEXANDRINO, J. L.; ZANCHETTIN, C.; CARVALHO FILHO, E. C. B.
International Joint Conference on Neural Networks
2011

Feature and algorithm selection with Hybrid Intelligent Techniques

LUDERMIR, T. B.; Prodêncio, R. B. C.; ZANCHETTIN, C.
International Journal of Hybrid Intelligent Systems
2011

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

RABELO, JULIANO C. B.; Zanchettin, Cleber; MELLO, CARLOS A. B.; BEZERRA, BYRON L. D.
[SMC] 2011 IEEE International Conference on Systems, Man and Cybernetics SMC
2011

A SVM based off-line handwritten digit recognizer

NEVES, RENATA F. P.; LOPES FILHO, ALBERTO N. G.; MELLO, CARLOS A.B.; Zanchettin, Cleber
[SMC] 2011 IEEE International Conference on Systems, Man and Cybernetics SMC
2011

Hybrid Training Method for MLP: Optimization of Architecture and Training

ZANCHETTIN, C.; LUDERMIR, T. B.; Almeida, Leandro Maciel
IEEE Transactions on Systems, Man and Cybernetics. Part B. Cybernetics
2010

DESIGN OF EXPERIMENTS IN NEURO-FUZZY SYSTEMS

Zanchettin, Cleber; MINKU, LEANDRO L.; LUDERMIR, TERESA B.
International Journal of Computational Intelligence and Applications
2009

HYBRID OPTIMIZATION TECHNIQUE FOR ARTIFICIAL NEURAL NETWORKS DESIGN

Zanchettin, Cleber; B. LUDERMIR, TERESA
11th International Conference on Enterprise Information Systems
2009

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

ALEXANDRINO, JOSE LIMA; Zanchettin, Cleber; CARVALHO FILHO, EDSON C. B.
[IJCNN] 2009 International Joint Conference on Neural Networks (IJCNN 2009 Atlanta)
2008

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

ZANCHETTIN, C.; LUDERMIR, T. B.
International Joint Conference on Neural Networks
2008

Feature Selection and Model Design by GA Applied to Handwritten Digits Recognition from Historical Documents Images

SILVA Jr, E. R.; OLIVEIRA, A. L. I; SANTOS, W. P.; MELLO, C. A.; ZANCHETTIN, C.
International Conference On Frontiers in Handwriting Recognition
2008

Detecting and Treating Invasion in the Courtesy Amount Field on Bank Checks

BEZERRA, B. L. D.; CAVALCANTI, G. D. C.; ZANCHETTIN, C.; RABELO, J. C. B.
International Conference On Frontiers In Handwriting Recognition
2008

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

ALEXANDRINO, J. L.; ZANCHETTIN, C.; CARVALHO FILHO, E. C. B.
International Joint Conference on Neural Networks
2007

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

ZANCHETTIN, C.; LUDERMIR, T. B.
Applied Soft Computing
2007

Artificial Immune System with ART Memory Hibridization

ALEXANDRINO, J. L.; ZANCHETTIN, C.; CARVALHO FILHO, E. C. B.
[HIS] International Conference on Hybrid Intelligent Systems
2007

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

ZANCHETTIN, C.; LUDERMIR, T. B.
International Joint Conference on Neural Networks
2007

An Efficient Thresholding Algorithm for Brazilian Bank Checks

MELLO, C. A.; BEZERRA, B. L. D.; ZANCHETTIN, C.; MACARIO, V.
[ICDAR] International Conference on Document Analysis and Recognition
2007

Global Optimization Methods for Designing and Training Feedforward Artificial Neural Networks

ZANCHETTIN, C.; LUDERMIR, T. B.
Dynamics of Continuous, Discrete and Impulsive System
2007

Artificial Immune System With Art Memory Hibridization

ALEXANDRINO, J. L.; ZANCHETTIN, C.; CARVALHO FILHO, E. C. B.
Neural Network World
2006

The Influence of Different Cost Functions in Global Optimization Techniques

ZANCHETTIN, C.; LUDERMIR, T. B.
Brazilian Symposium on Neural Networks
2006

Improving the Courtesy Amount Recognition Accuracy Rate Through Delimiters Identification

ZANCHETTIN, C.; CAVALCANTI, G. D. C.; SILVA, E. F. A.; BEZERRA, B. L. D.; DÓRIA, R. C.; RABELO, J. C. B.
International Workshop on Frontiers in Handwriting Recognition
2006

A Methodology to Training and Improve Artificial Neural Networks` Weights and Connections

ZANCHETTIN, C.; LUDERMIR, T. B.
International Joint Conference on Neural Networks
2006

A Heuristic Binarization Algorithm for Documents with Complex Background

CAVALCANTI, G. D. C.; SILVA, E. F. A.; ZANCHETTIN, C.; BEZERRA, B. L. D.; DÓRIA, R. C.; RABELO, J. C. B.
[ICIP] International Conference on Image Processing
2006

An Optimization Methodology for Neural Network Weights and Architectures

LUDERMIR, T. B.; YAMAZAKI, A.; ZANCHETTIN, C
IEEE Transactions on Neural Networks
2006

A Neural Architecture to Identify Courtesy Amount Delimiters

ZANCHETTIN, C.; CAVALCANTI, G. D. C.; DÓRIA, R. C.; SILVA, E. F. A.; RABELO, J. C. B.; BEZERRA, B. L. D.
[IJCNN] Internation Joint Conference on Neural Networks (IJCNN 2006)
2005

Técnica Híbrida de Otimização para Pesos e Arquiteturas de Redes Neurais Artificiais

ZANCHETTIN, C.; LUDERMIR, T. B.
V ENIA - Encontro Nacional de Inteligência Artificial
2005

Design of Experiments in Neuro-Fuzzy Systems

ZANCHETTIN, C.; MINKU, F. L.; LUDERMIR, T. B.
V Hybrid Intelligent Systems
2005

Sistemas neurais híbridos para reconhecimento de padrões em narizes artificiais

Zanchettin, Cleber; Ludermir, Teresa Bernarda
SBA. Sociedade Brasileira de Automática
2005

Hybrid Neural Systems for Pattern Recognition in Artificial Noses

ZANCHETTIN, C.; LUDERMIR, T. B.
International Journal of Neural Systems
2005

Hybrid Technique for Artificial Neural Network Architecture and Weight Optimization

ZANCHETTIN, C.; LUDERMIR, T. B.
[ECML] 16th European Conference on Machine Learning (ECML) and the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD)
2005

Sistemas Neurais Híbridos para Reconhecimento de Padrões em Narizes Artificiais

ZANCHETTIN, C.; LUDERMIR, T. B.
18 th Concurso de Teses e Dissertações
2004

Filtro Wavelet para Redução de Ruído e Compressão de Sinal em um Nariz Artificial

ZANCHETTIN, C.; LUDERMIR, T. B.
8 th Brazilian Symposium on Neural Networks (SBRN 2004)
2004

Sistemas Neurais para Classificação de Odores em um Nariz Artificial

ZANCHETTIN, C.; LUDERMIR, T. B.
8 th Brazilian Symposium on Neural Networks (SBRN 2004)
2004

Evolving fuzzy neural networks applied to odor recognition in an artificial nose

ZANCHETTIN, C.; LUDERMIR, T.B.
2004 IEEE International Joint Conference on Neural Networks
2003

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

ZANCHETTIN, C.; LUDERMIR, T. B.
Hybrid Intelligent Systems
2003

Wavelet Filter for Noise reduction and Signal Compression in an Artificial Nose

ZANCHETTIN, C.; LUDERMIR, T. B.
Hybrid Intelligent Systems
2003

Avaliação de um Modelo Neuro-difuso para Classificação de Padrões, Seleção de Atributos e Extração de Regras

AMORIM, B. P.; ZANCHETTIN, C.; VASCONCELOS, D. M. R. H.; VASCONCELOS, G. C.; LUDERMIR, T. B.; ARAUJO, A. F. R.
[IV] IV ENIA - Encontro Nacional de Inteligência Artificial
2003

Classification of Gases from the Petroliferous Industry by an Artificial Nose with Neural Network

ZANCHETTIN, C.; LUDERMIR, T. B.; YAMAZAKI, A.
Joint International Conference on Artificial Neural Networks (13th) and International Conference on Neural Information Processing (10th) - ICANN/ICONIP 2003
cz

Cleber Zanchettin

Professor Titular

Vice-Coordenador de Cooperação e Inovação do CIn

Aprendizagem de Máquina e Mineração
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E-mail
cz@cin.ufpe.br
Telefone
+55 81 2126-8430 R:4769
Sala
A015
•Publicações
Publicações
•Projetos
Projetos
•Orientações Acadêmicas
Orientações
cz

Cleber Zanchettin

Professor Titular

Vice-Coordenador de Cooperação e Inovação do CIn

Aprendizagem de Máquina e Mineração
Link para o site pessoal de Cleber Zanchettin
Link para o perfil do lattes de Cleber Zanchettin
Link para o perfil do ORCID de Cleber Zanchettin
Link para o perfil do DBLP de Cleber Zanchettin
Link para o perfil do LinkedIn de Cleber Zanchettin
Link para o perfil do Scholar de Cleber Zanchettin
Link para o perfil do sigaa de Cleber Zanchettin
E-mail
cz@cin.ufpe.br
Telefone
+55 81 2126-8430 R:4769
Sala
A015
•Publicações
Publicações
•Projetos
Projetos
•Orientações Acadêmicas
Orientações