Cleber Zanchettin

150 papers A* 1A 2B 48C 6Misc 5Journal 50Unranked 38

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive salience autoencoder for unsupervised anomaly detection in computer network traffic. Eng. Appl. Artif. Intell. Gabriel Coelho, Luís Gonçalves, Cleber Zanchettin, Lígia F. Braga, Diana R. Silva, Klarissa A. Morais
2026	J	`jnl`	Tackling low-resource NER: Exploring model soup, domain adaptation, few-shot and zero-shot strategies. Appl. Soft Comput. Maynara Donato de Souza, Monique Monteiro, Cleber Zanchettin
2025	J	`jnl`	A multi-protocol energy optimization method for an adaptable wireless MAC system through machine learning. Ann. des Télécommunications Paulo F. C. Barbosa, Bruna Alves da Silva, Cleber Zanchettin, Renato M. de Moraes
2025	—	`conf`	An Approach to Anomaly Detection with Dynamic Threshold Definition for Real-World Environments. HAIS (1) Gabriel Souza Marques, Maynara Donato de Souza, Flávio Arthur Oliveira Santos, Cleber Zanchettin, Paulo Novais
2025	A*	`conf`	Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks. ICML Maynara Donato de Souza, Cleber Zanchettin
2025	—	`conf`	Conversational Historical Avatars in Virtual Reality Powered by Local Large Language Models. SVR João Gabriel Vasconcelos, Maria Eduarda Barros Mota, Glenda Malta De Almeida, Cleber Zanchettin, Germano Vasconcelos, Francisco Simões
2025	J	`jnl`	Deep Learning-Based Intrusion Detection for Automotive Ethernet: Evaluating & Optimizing Fast Inference Techniques for Deployment on Low-Cost Platform. CoRR Pedro Rafael X. do Carmo, Igor de Moura, Assis T. de Oliveira Filho, Djamel Sadok, Cleber Zanchettin
2025	—	`conf`	Deep Learning-Based Intrusion Detection for Automotive Ethernet: Evaluating and Optimizing Fast Inference Techniques for Deployment on Low-Cost Platform. BRACIS (4) Pedro Rafael X. do Carmo, Igor de Moura, Assis T. de Oliveira Filho, Djamel Sadok, Cleber Zanchettin
2025	J	`jnl`	Deep contrastive variational subspace clustering. Neurocomputing Marcos de Souza Oliveira, Sérgio Ricardo de Melo Queiroz, Cleber Zanchettin, Francisco de Assis Tenório de Carvalho
2025	Misc	`conf`	Enhancing Brazilian Portuguese Augmentative and Alternative Communication with Card Prediction and Colourful Semantics. SAC Jayr Pereira, Francisco Rodrigues, Jaylton Alencar Pereira, Cleber Zanchettin, Robson N. Fidalgo
2025	—	`conf`	Evaluating the Usefulness of Large Language Models for Human Activity Recognition Data Augmentation via Few-Shot Samples. HAIS (2) Maynara Donato de Souza, Flávio Arthur Oliveira Santos, Paulo Novais, Cleber Zanchettin
2025	B	`conf`	Improving COVID-19 Detection in Chest X-Rays Using EfficientNet with Self-Supervised Contrastive Learning. ICTAI Tales T. Alves, Tsang Ing Ren, Cleber Zanchettin
2025	B	`conf`	TE-CNN-AAE: Learning Robust Financial Time Series Representations with Trend-Enhanced Adversarial Autoencoders. SMC Jefferson O. A. de Araujo, Adriano L. I. de Oliveira, Cleber Zanchettin
2025	B	`conf`	The Di2Win Document Intelligence Platform. DocEng Afonso Ferreira, Cleber Zanchettin, Romulo Andrade, Byron Leite Dantas Bezerra
2024	—	`conf`	An End-to-End Approach for Handwriting Recognition: From Handwritten Text Lines to Complete Pages. CVPR Workshops Dayvid Castro, Byron Leite Dantas Bezerra, Cleber Zanchettin
2024	—	`conf`	Classification of Dehiscence Defects in Titanium and Zirconium Dental Implants. ICANN (8) Antonio Barros da Silva Netto, Willian Farias Carvalho Oliveira, Cleber Zanchettin
2024	J	`jnl`	Detecting abnormal logins by discovering anomalous links via graph transformers. Comput. Secur. Luís Gonçalves, Cleber Zanchettin
2024	B	`conf`	DocLightDetect: A New Algorithm for Occlusion Classification in Identification Documents. DAS Ricardo Batista das Neves Junior, Byron Leite Dantas Bezerra, Cleber Zanchettin
2024	J	`jnl`	Enhancing Augmentative and Alternative Communication with Card Prediction and Colourful Semantics. CoRR Jayr Alencar Pereira, Francisco Rodrigues, Jaylton Alencar Pereira, Cleber Zanchettin, Robson N. Fidalgo
2024	B	`conf`	How Does Changing the Optical Character Recognition System Impact the Layout-Aware Named Entity Recognition Models? DAS João Macedo, Byron L. D. Bezerra, Cleber Zanchettin
2024	J	`jnl`	On the improvement of handwritten text line recognition with octave convolutional recurrent neural networks. Int. J. Document Anal. Recognit. Dayvid Castro, Cleber Zanchettin, Luís A. Nunes Amaral
2024	C	`conf`	Planning the Path with Reinforcement Learning: Optimal Robot Motion Planning in RoboCup Small Size League Environments. RoboCup Mateus G. Machado, João G. Melo, Cleber Zanchettin, Pedro H. M. Braga, Pedro V. Cunha, Edna Natividade da Silva Barros, Hansenclever F. Bassani
2024	J	`jnl`	Planning the path with Reinforcement Learning: Optimal Robot Motion Planning in RoboCup Small Size League Environments. CoRR Mateus G. Machado, João G. Melo, Cleber Zanchettin, Pedro H. M. Braga, Pedro V. Cunha, Edna Natividade da Silva Barros, Hansenclever F. Bassani
2024	J	`jnl`	PrAACT: Predictive Augmentative and Alternative Communication with Transformers. Expert Syst. Appl. Jayr Alencar Pereira, Jaylton Alencar Pereira, Cleber Zanchettin, Robson do Nascimento Fidalgo
2024	B	`conf`	SG-RSRNN - Score Guided Robust Subspace Recovery-based Neural Network for Network Intrusion Detection. IJCNN Luís Gonçalves, Cleber Zanchettin
2024	J	`jnl`	Sigmoidal learning rate optimizer for deep neural network training using a two-phase adaptation approach. Appl. Soft Comput. David L. Macêdo, Cleber Zanchettin, Teresa Bernarda Ludermir
2023	—	`conf`	A Semi-Supervised Autoencoder Approach for Efficient Intrusion Detection in Network Traffic. LA-CCI Arthur Almeida, Luís Gonçalves, Cleber Zanchettin, Byron Leite Dantas Bezerra
2023	B	`conf`	An Augmentative and Alternative Communication Synthetic Corpus for Brazilian Portuguese. ICALT Jayr Alencar Pereira, Rodrigo Nogueira, Cleber Zanchettin, Robson N. Fidalgo
2023	—	`conf`	Evaluating Transformer-based Models in the Information Extraction of Fiscal Documents. LA-CCI João Macedo, Byron L. D. Bezerra, Estanislau Lima, Alysson Soares, Celso A. M. Lopes Junior, Cleber Zanchettin
2023	—	`conf`	Exploring Image Classification Robustness and Interpretability with Right for the Right Reasons Data Augmentation. ICCV (Workshops) Flávio Arthur Oliveira Santos, Cleber Zanchettin
2023	—	`conf`	Exploring the Impact of Synthetic Data on Human Activity Recognition Tasks. INNS DLIA@IJCNN Maynara Donato de Souza, Clesson Roberto Silva Junior, Jonysberg P. Quintino, Andre Luís de Medeiros Santos, Fabio Q. B. da Silva, Cleber Zanchettin
2023	Misc	`conf`	Image Classification Understanding with Model Inspector Tool. HAIS Flávio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin
2023	B	`conf`	Improving small object detection with DETRAug. IJCNN Evair Cunha, David L. Macêdo, Cleber Zanchettin
2023	B	`conf`	Learning What, Where and Which to Transfer. IJCNN Lucas de Lima Nogueira, David L. Macêdo, Cleber Zanchettin, Fernando M. P. Neto, Adriano Lorena Inácio de Oliveira
2023	—	`conf`	On the Assessment of Deep Learning Models for Named Entity Recognition of Brazilian Legal Documents. EPIA (2) Hidelberg Oliveira Albuquerque, Ellen Souza, Adriano L. I. Oliveira, David L. Macêdo, Cleber Zanchettin, Douglas Vitório, Nádia Félix F. da Silva, André C. P. L. F. de Carvalho
2023	—	`conf`	Optimization Strategies for BERT-Based Named Entity Recognition. BRACIS (3) Monique Monteiro, Cleber Zanchettin
2023	J	`jnl`	Predictive Authoring for Brazilian Portuguese Augmentative and Alternative Communication. CoRR Jayr Alencar Pereira, Rodrigo Nogueira, Cleber Zanchettin, Robson do Nascimento Fidalgo
2023	B	`conf`	Self-calibrated U-Net for Document Segmentation. IJCNN Iago Richard Rodrigues, Leylane Graziele Ferreira da Silva, David L. Macêdo, Cleber Zanchettin, Patricia Takako Endo, Djamel Fawzi Hadj Sadok
2023	—	`conf`	Towards Background and Foreground Color Robustness with Adversarial Right for the Right Reasons. ICANN (5) Flávio Arthur O. Santos, Maynara Donato de Souza, Cleber Zanchettin
2022	J	`jnl`	ASL-Skeleton3D and ASL-Phono: Two Novel Datasets for the American Sign Language. CoRR Cleison Correia de Amorim, Cleber Zanchettin
2022	B	`conf`	An Adapted GRASP Approach for Hyperparameter Search on Deep Networks Applied to Tabular Data. IJCNN Andersson A. Da Silva, Amanda S. Xavier, David L. Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira
2022	J	`jnl`	Convolution Optimization in Fire Classification. IEEE Access Angel Ayala, Bruno José Torres Fernandes, Francisco Cruz, David L. Macêdo, Cleber Zanchettin
2022	—	`conf`	Detecting Malicious HTTP Requests Without Log Parser Using RequestBERT-BiLSTM. BRACIS (2) Levi S. Ramos Júnior, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2022	J	`jnl`	Distinction Maximization Loss: Efficiently Improving Classification Accuracy, Uncertainty Estimation, and Out-of-Distribution Detection Simply Replacing the Loss and Calibrating. CoRR David L. Macêdo, Cleber Zanchettin, Teresa Bernarda Ludermir
2022	J	`jnl`	Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples. IEEE Trans. Neural Networks Learn. Syst. David L. Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2022	—	`conf`	LogBERT-BiLSTM: Detecting Malicious Web Requests. ICANN (3) Levi S. Ramos Júnior, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2022	J	`jnl`	Multi-human Fall Detection and Localization in Videos. Comput. Vis. Image Underst. Mouglas Eugênio Nasário Gomes, David L. Macêdo, Cleber Zanchettin, Paulo Salgado Gomes de Mattos Neto, Adriano L. I. Oliveira
2022	J	`jnl`	On the Impact of Interpretability Methods in Active Image Augmentation Method. Log. J. IGPL Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais
2022	J	`jnl`	PictoBERT: Transformers for next pictogram prediction. Expert Syst. Appl. Jayr Pereira, David L. Macêdo, Cleber Zanchettin, Adriano Lorena Inácio de Oliveira, Robson do Nascimento Fidalgo
2022	—	`conf`	Training Aware Sigmoidal Optimization. BRACIS (2) David L. Macêdo, Pedro Dreyer, Teresa Bernarda Ludermir, Cleber Zanchettin
2022	—	`conf`	Unsupervised Multi-view Multi-person 3D Pose Estimation Using Reprojection Error. ICANN (3) Diógenes Wallis de França Silva, João Paulo Silva do Monte Lima, David L. Macêdo, Cleber Zanchettin, Diego Gabriel Francis Thomas, Hideaki Uchiyama, Veronica Teichrieb
2022	—	`conf`	Visual Analysis of Deep Learning Methods for Industrial Vacuum Metalized Film Product. VISIGRAPP (4: VISAPP) Thiago Moura da Rocha Bastos, Luiz Stragevitch, Cleber Zanchettin
2021	Misc	`conf`	A Hybrid Post Hoc Interpretability Approach for Deep Neural Networks. HAIS Flávio Arthur Oliveira Santos, Cleber Zanchettin, José Vitor Santos Silva, Leonardo Nogueira Matos, Paulo Novais
2021	C	`conf`	Construction of Brazilian Regulatory Traffic Sign Recognition Dataset. CIARP Rafael Silva, Bruno O. Prado, Leonardo N. Matos, Flávio Arthur O. Santos, Cleber Zanchettin, Paulo Novais
2021	B	`conf`	Entropic Out-of-Distribution Detection. IJCNN David L. Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2021	B	`conf`	Identification of Microorganism Colony Odor Signature using InceptionTime. SMC Paulo M. Vasconcelos, David L. Macêdo, Leandro M. Almeida, Reginaldo G. L. Neto, Clayton A. Benevides, Cleber Zanchettin, Adriano L. I. Oliveira
2021	J	`jnl`	Intrusion Detection for Cyber-Physical Systems Using Generative Adversarial Networks in Fog Environment. IEEE Internet Things J. Paulo Freitas de Araujo-Filho, Georges Kaddoum, Divanilson R. Campelo, Aline Gondim Santos, David L. Macêdo, Cleber Zanchettin
2021	J	`jnl`	Morphological Skip-Gram: Replacing FastText characters n-gram with morphological knowledge. Inteligencia Artif. Flávio Arthur O. Santos, Thiago Dias Bispo, Hendrik Teixeira Macedo, Cleber Zanchettin
2021	B	`conf`	Multi-Class Mobile Money Service Financial Fraud Detection by Integrating Supervised Learning with Adversarial Autoencoders. IJCNN Julio Cezar Soares Silva, David L. Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira, Adiel Teixeira de Almeida Filho
2021	J	`jnl`	Multi-Cue Adaptive Emotion Recognition Network. CoRR Willams L. Costa, David L. Macêdo, Cleber Zanchettin, Lucas Silva Figueiredo, Veronica Teichrieb
2021	J	`jnl`	On the Impact of Interpretability Methods in Active Image Augmentation Method. CoRR Flávio Arthur O. Santos, Cleber Zanchettin, Leonardo N. Matos, Paulo Novais
2021	J	`jnl`	Training Aware Sigmoidal Optimizer. CoRR David L. Macêdo, Pedro Dreyer, Teresa Bernarda Ludermir, Cleber Zanchettin
2020	B	`conf`	A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation. IJCNN Ricardo Batista das Neves Junior, Luiz Felipe Verçosa, David Macedo, Byron Leite Dantas Bezerra, Cleber Zanchettin
2020	J	`jnl`	A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation. CoRR Ricardo Batista das Neves Junior, Luiz Felipe Verçosa, David L. Macêdo, Byron Leite Dantas Bezerra, Cleber Zanchettin
2020	B	`conf`	AM-MobileNet1D: A Portable Model for Speaker Recognition. IJCNN João Antônio Chagas Nunes, David Macedo, Cleber Zanchettin
2020	J	`jnl`	AM-MobileNet1D: A Portable Model for Speaker Recognition. CoRR João Antônio Chagas Nunes, David L. Macêdo, Cleber Zanchettin
2020	—	`conf`	DQN-AF: Deep Q-Network based Adaptive Forwarding Strategy for Named Data Networking. LATINCOM Ygor Amaral B. L. de Sena, Kelvin Lopes Dias, Cleber Zanchettin
2020	J	`jnl`	DQN-AF: Deep Q-Network based Adaptive Forwarding Strategy for Named Data Networking. CoRR Ygor Amaral B. L. de Sena, Kelvin Lopes Dias, Cleber Zanchettin
2020	B	`conf`	Distantly-Supervised Neural Relation Extraction with Side Information using BERT. IJCNN Johny Moreira, Chaina Santos Oliveira, David L. Macêdo, Cleber Zanchettin, Luciano Barbosa
2020	J	`jnl`	Distantly-Supervised Neural Relation Extraction with Side Information using BERT. CoRR Johny Moreira, Chaina Santos Oliveira, David Macedo, Cleber Zanchettin, Luciano Barbosa
2020	—	`conf`	Energy Consumption Optimization for CSMA/CA Protocol Employing Machine Learning. VTC Spring Paulo F. C. Barbosa, Bruna Alves da Silva, Cleber Zanchettin, Renato Mariz de Moraes
2020	J	`jnl`	HU-PageScan: a fully convolutional neural network for document page crop. IET Image Process. Ricardo Batista das Neves Junior, Estanislau Lima, Byron L. D. Bezerra, Cleber Zanchettin, Alejandro H. Toselli
2020	B	`conf`	KutralNet: A Portable Deep Learning Model for Fire Recognition. IJCNN Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2020	J	`jnl`	KutralNet: A Portable Deep Learning Model for Fire Recognition. CoRR Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz, David L. Macêdo, Adriano L. I. Oliveira, Cleber Zanchettin
2020	J	`jnl`	Morphological Skip-Gram: Using morphological knowledge to improve word representation. CoRR Flávio Arthur O. Santos, Hendrik T. Macedo, Thiago Dias Bispo, Cleber Zanchettin
2020	—	`conf`	On Analysing Similarity Knowledge Transfer by Ensembles. IDEAL (2) Danilo Pereira, Flávio Arthur O. Santos, Leonardo N. Matos, Paulo Novais, Cleber Zanchettin, Teresa Bernarda Ludermir
2020	J	`jnl`	Squeezed Deep 6DoF Object Detection Using Knowledge Distillation. CoRR Heitor Felix, Walber M. Rodrigues, David L. Macêdo, Francisco Simões, Adriano L. I. Oliveira, Veronica Teichrieb, Cleber Zanchettin
2020	B	`conf`	Squeezed Deep 6DoF Object Detection using Knowledge Distillation. IJCNN Heitor Felix, Walber M. Rodrigues, David L. Macêdo, Francisco Simões, Adriano L. I. Oliveira, Veronica Teichrieb, Cleber Zanchettin
2019	Misc	`conf`	Active Image Data Augmentation. HAIS Flávio Arthur Oliveira Santos, Cleber Zanchettin, Leonardo Nogueira Matos, Paulo Novais
2019	B	`conf`	Additive Margin SincNet for Speaker Recognition. IJCNN João Antônio Chagas Nunes, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Additive Margin SincNet for Speaker Recognition. CoRR João Antônio Chagas Nunes, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss. CoRR David L. Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Alain Tapp, Teresa Bernarda Ludermir
2019	—	`conf`	Dynamic Centroid Insertion and Adjustment for Data Sets with Multiple Imbalanced Classes. ICANN (2) Evandro J. R. Silva, Cleber Zanchettin
2019	J	`jnl`	Enhancing batch normalized convolutional networks using displaced rectifier linear units: A systematic comparative study. Expert Syst. Appl. David L. Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2019	B	`conf`	Heartbeat Anomaly Detection using Adversarial Oversampling. IJCNN Jefferson L. P. Lima, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Heartbeat Anomaly Detection using Adversarial Oversampling. CoRR Jefferson L. P. Lima, David L. Macêdo, Cleber Zanchettin
2019	—	`conf`	Hierarchical Attentional Hybrid Neural Networks for Document Classification. ICANN (Workshop) Jader Abreu, Luis Fred, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Hierarchical Attentional Hybrid Neural Networks for Document Classification. CoRR Jader Abreu, Luis Fred, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Improving Deep Image Clustering With Spatial Transformer Layers. CoRR Thiago V. M. Souza, Cleber Zanchettin
2019	—	`conf`	Improving Deep Image Clustering with Spatial Transformer Layers. ICANN (4) Thiago V. M. Souza, Cleber Zanchettin
2019	B	`conf`	Improving Universal Language Model Fine-Tuning using Attention Mechanism. IJCNN Flávio Arthur O. Santos, Karina L. Ponce-Guevara, David L. Macêdo, Cleber Zanchettin
2019	B	`conf`	On the Influence of the Color Model for Image Boundary Detection Algorithms based on Convolutional Neural Networks. IJCNN Tiago J. dos Santos, Carlos A. B. Mello, Cleber Zanchettin, Thiago V. M. de Souza
2019	—	`conf`	Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. ICANN (Workshop) Cleison Correia de Amorim, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition. CoRR Cleison Correia de Amorim, David L. Macêdo, Cleber Zanchettin
2019	A	`conf`	Speeding-up the Handwritten Signature Segmentation Process through an Optimized Fully Convolutional Neural Network. ICDAR Paloma G. S. Silva, Celso A. M. Lopes Junior, Estanislau Lima, Byron L. D. Bezerra, Cleber Zanchettin
2019	—	`conf`	Squeezed Very Deep Convolutional Neural Networks for Text Classification. ICANN (1) Andréa B. Duque, Luã Lázaro J. Santos, David L. Macêdo, Cleber Zanchettin
2019	J	`jnl`	Squeezed Very Deep Convolutional Neural Networks for Text Classification. CoRR Andréa B. Duque, Luã Lázaro J. Santos, David L. Macêdo, Cleber Zanchettin
2019	B	`conf`	Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill Evaluation. IJCNN Dayvid Castro, Danilo Pereira, Cleber Zanchettin, David L. Macêdo, Byron L. D. Bezerra
2018	J	`jnl`	Gesture recognition: A review focusing on sign language in a mobile context. Expert Syst. Appl. Davi Hirafuji Neiva, Cleber Zanchettin
2018	B	`conf`	Reducing SqueezeNet Storage Size with Depthwise Separable Convolutions. IJCNN Aline Gondim Santos, Camila Oliveira de Souza, Cleber Zanchettin, David Macedo, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2018	B	`conf`	SegNetRes-CRF: A Deep Convolutional Encoder-Decoder Architecture for Semantic Image Segmentation. IJCNN Luiz Antonio de Oliveira Junior, Heitor R. Medeiros, David Macedo, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Bernarda Ludermir
2017	J	`jnl`	QRNN: q -Generalized Random Neural Network. IEEE Trans. Neural Networks Learn. Syst. Dusan Stosic, Darko Stosic, Cleber Zanchettin, Teresa Bernarda Ludermir, Borko D. Stosic
2017	—	`conf`	The Impact of Dataset Complexity on Transfer Learning over Convolutional Neural Networks. ICANN (2) Miguel D. de S. Wanderley, Leonardo de A. e Bueno, Cleber Zanchettin, Adriano L. I. Oliveira
2016	—	`conf`	A Dynamic Gesture Recognition System to Translate between Sign Languages in Complex Backgrounds. BRACIS Davi Hirafuji Neiva, Cleber Zanchettin
2016	—	`conf`	A Voronoi Diagram Based Classifier for Multiclass Imbalanced Data Sets. BRACIS Evandro J. R. Silva, Cleber Zanchettin
2016	J	`jnl`	An efficient static gesture recognizer embedded system based on ELM pattern recognition algorithm. J. Syst. Archit. Lucas F. S. Cambuim, Rafael M. Macieira, Fernando M. de Paula Neto, Edna Barros, Teresa Bernarda Ludermir, Cleber Zanchettin
2016	—	`conf`	Building Ensembles with Classifier Selection Using Self-Organizing Maps. BRACIS Leandro Maciel Almeida, Cleber Zanchettin, Hilton Pintor Bezerra Leite
2016	B	`conf`	Objective Video Quality Assessment Based on Neural Networks. KES Diego P. A. Menor, Carlos A. B. Mello, Cleber Zanchettin
2016	—	`conf`	On Validation Setup for Multiclass Imbalanced Data Sets. BRACIS Evandro J. R. Silva, Cleber Zanchettin
2015	B	`conf`	Extreme Learning Machine for Real Time Recognition of Brazilian Sign Language. SMC Fernando M. de Paula Neto, Lucas F. S. Cambuim, Rafael M. Macieira, Teresa Bernarda Ludermir, Cleber Zanchettin, Edna Natividade da Silva Barros
2015	B	`conf`	On the Existence of a Threshold in Class Imbalance Problems. SMC Evandro J. R. Silva, Cleber Zanchettin
2014	J	`jnl`	Advances in intelligent systems. Neurocomputing Teresa Bernarda Ludermir, Cleber Zanchettin, Ana Carolina Lorena
2014	Misc	`conf`	Face recognition based on global and local features. SAC Cleber Zanchettin
2014	B	`conf`	Handwriting recognition system for mobile accessibility to the visually impaired people. SMC Felipe Mendonca Gouveia, Byron Leite Dantas Bezerra, Cleber Zanchettin, Joao Raul Jardim Meneses
2014	—	`conf`	Utilização de Morfismo como Classificador para Verificação de Assinaturas Off-line. SBSI Lucindo de Melo, Cleber Zanchettin, Anderson Apolônio Lira Queiroz, Gliner Dias Alencar
2013	B	`conf`	An adaptive thresholding algorithm based on edge detection and morphological operations for document images. ACM Symposium on Document Engineering Renata Freire de Paiva Neves, Cleber Zanchettin, Carlos Alexandre Barros Mello
2013	B	`conf`	Metaclasses and zoning for handwritten document recognition. IJCNN V. Macário, G. F. P. Silva, Milena R. P. Souza, Cleber Zanchettin, George D. C. Cavalcanti
2012	—	`conf`	A Hybrid RNN Model for Cursive Offline Handwriting Recognition. SBRN Byron Leite Dantas Bezerra, Cleber Zanchettin, Vinícius Braga de Andrade
2012	B	`conf`	A KNN-SVM hybrid model for cursive handwriting recognition. IJCNN Cleber Zanchettin, Byron Leite Dantas Bezerra, Washington W. Azevedo
2012	—	`conf`	A MDRNN-SVM Hybrid Model for Cursive Offline Handwriting Recognition. ICANN (2) Byron Leite Dantas Bezerra, Cleber Zanchettin, Vinícius Braga de Andrade
2012	—	`conf`	An Efficient Way of Combining SVMs for Handwritten Digit Recognition. ICANN (2) Renata F. P. Neves, Cleber Zanchettin, Alberto N. G. Lopes Filho
2012	B	`conf`	Odor recognition systems for natural gas odorization monitoring. IJCNN Cleber Zanchettin, Leandro M. Almeida, Frederico D. Menezes, Teresa Bernarda Ludermir, Walter M. Azevedo
2012	B	`conf`	Offline handwritten signature verification through network radial basis functions optimized by Differential Evolution. IJCNN Saulo Henrique Leoncio de Medeiros Napoles, Cleber Zanchettin
2011	B	`conf`	A MLP-SVM hybrid model for cursive handwriting recognition. IJCNN Washington W. Azevedo, Cleber Zanchettin
2011	B	`conf`	A Multi-Layer Perceptron approach to threshold documents with complex background. SMC Juliano C. B. Rabelo, Cleber Zanchettin, Carlos A. B. Mello, Byron L. D. Bezerra
2011	B	`conf`	A SVM based off-line handwritten digit recognizer. SMC Renata F. P. Neves, Alberto N. G. Lopes Filho, Carlos A. B. Mello, Cleber Zanchettin
2011	B	`conf`	Evolving Clonal Adaptive Resonance Theory based on ECOS theory. IJCNN Jose Lima Alexandrino, Cleber Zanchettin, Edson Costa de Barros Carvalho Filho
2011	J	`jnl`	Feature and algorithm selection with Hybrid Intelligent Techniques. Int. J. Hybrid Intell. Syst. Teresa Bernarda Ludermir, Ricardo Bastos Cavalcante Prudêncio, Cleber Zanchettin
2011	J	`jnl`	Hybrid Training Method for MLP: Optimization of Architecture and Training. IEEE Trans. Syst. Man Cybern. Part B Cleber Zanchettin, Teresa Bernarda Ludermir, Leandro M. Almeida
2010	J	`jnl`	Design of Experiments in Neuro-Fuzzy Systems. Int. J. Comput. Intell. Appl. Cleber Zanchettin, Leandro L. Minku, Teresa Bernarda Ludermir
2009	—	`conf`	Hybrid Optimization Technique for Artificial Neural Networks Design. ICEIS (2) Cleber Zanchettin, Teresa Bernarda Ludermir
2009	B	`conf`	Hybrid intelligent immune system using Radial Basis Function applied to Time Series Analysis. IJCNN Jose Lima Alexandrino, Cleber Zanchettin, Edson Costa de Barros Carvalho Filho
2008	B	`conf`	A hybrid intelligent system clonart for short and mid-term forecasting for the Brazilian Energy Distribution System. IJCNN Jose Lima Alexandrino, Cleber Zanchettin, Edson Costa de Barros Carvalho Filho
2008	B	`conf`	Feature subset selection in a methodology for training and improving artificial neural network weights and connections. IJCNN Cleber Zanchettin, Teresa Bernarda Ludermir
2007	A	`conf`	An Efficient Thresholding Algorithm for Brazilian Bank Checks. ICDAR Carlos A. B. Mello, Byron L. D. Bezerra, Cleber Zanchettin, V. Macário
2007	C	`conf`	Artificial Immune System with ART Memory Hibridization. HIS Jose Lima Alexandrino, Cleber Zanchettin, Edson Costa de Barros Carvalho Filho
2007	B	`conf`	Comparison of the Effectiveness of Different Cost Functions in Global Optimization Techniques. IJCNN Cleber Zanchettin, Teresa Bernarda Ludermir
2007	J	`jnl`	Wavelet filter for noise reduction and signal compression in an artificial nose. Appl. Soft Comput. Cleber Zanchettin, Teresa Bernarda Ludermir
2006	B	`conf`	A Heuristic Binarization Algorithm for Documents with Complex Background. ICIP George D. C. Cavalcanti, Eduardo F. A. Silva, Cleber Zanchettin, Byron L. D. Bezerra, Rodrigo C. Doria, Juliano C. B. Rabelo
2006	B	`conf`	A methodology to train and improve artificial neural networks' weights and connections. IJCNN Cleber Zanchettin, Teresa Bernarda Ludermir
2006	B	`conf`	A neural architecture to identify courtesy amount delimiters. IJCNN Cleber Zanchettin, George D. C. Cavalcanti, Rodrigo C. Doria, Eduardo F. A. Silva, Juliano C. B. Rabelo, Byron L. D. Bezerra
2006	J	`jnl`	An Optimization Methodology for Neural Network Weights and Architectures. IEEE Trans. Neural Networks Teresa Bernarda Ludermir, Akio Yamazaki, Cleber Zanchettin
2006	—	`conf`	The Influence of Different Cost Functions in Global Optimization Techniques. SBRN Cleber Zanchettin, Teresa Bernarda Ludermir
2005	C	`conf`	Design of Experiments in Neuro-Fuzzy Systems. HIS Cleber Zanchettin, Fernanda L. Minku, Teresa Bernarda Ludermir
2005	—	`conf`	Hybrid Technique for Artificial Neural Network Architecture and Weight Optimization. PKDD Cleber Zanchettin, Teresa Bernarda Ludermir
2005	J	`jnl`	Hybrid neural systems for pattern recognition in artificial noses. Int. J. Neural Syst. Cleber Zanchettin, Teresa Bernarda Ludermir
2004	B	`conf`	Evolving Fuzzy Neural Networks Applied to Odor Recognition. ICONIP Cleber Zanchettin, Teresa Bernarda Ludermir
2004	B	`conf`	Evolving fuzzy neural networks applied to odor recognition in an artificial nose. IJCNN Cleber Zanchettin, Teresa Bernarda Ludermir
2003	C	`conf`	A Neuro-Fuzzy Model Applied to Odor Recognition in an Artificial Nose. HIS Cleber Zanchettin, Teresa Bernarda Ludermir
2003	C	`conf`	Wavelet Filter for Noise Reduction and Signal Compression in an Artificial Nose. HIS Cleber Zanchettin, Teresa Bernarda Ludermir