Cleber Zanchettin
Orcid: 0000-0001-6421-9747
According to our database1,
Cleber Zanchettin
authored at least 123 papers
between 2003 and 2024.
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Bibliography
2024
On the improvement of handwritten text line recognition with octave convolutional recurrent neural networks.
Int. J. Document Anal. Recognit., December, 2024
Dataset, April, 2024
Expert Syst. Appl., 2024
Enhancing Augmentative and Alternative Communication with Card Prediction and Colourful Semantics.
CoRR, 2024
Planning the path with Reinforcement Learning: Optimal Robot Motion Planning in RoboCup Small Size League Environments.
CoRR, 2024
Comput. Secur., 2024
Sigmoidal learning rate optimizer for deep neural network training using a two-phase adaptation approach.
Appl. Soft Comput., 2024
SG-RSRNN - Score Guided Robust Subspace Recovery-based Neural Network for Network Intrusion Detection.
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024
How Does Changing the Optical Character Recognition System Impact the Layout-Aware Named Entity Recognition Models?
Proceedings of the Document Analysis Systems - 16th IAPR International Workshop, 2024
DocLightDetect: A New Algorithm for Occlusion Classification in Identification Documents.
Proceedings of the Document Analysis Systems - 16th IAPR International Workshop, 2024
An End-to-End Approach for Handwriting Recognition: From Handwritten Text Lines to Complete Pages.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Predictive Authoring for Brazilian Portuguese Augmentative and Alternative Communication.
CoRR, 2023
Evaluating Transformer-based Models in the Information Extraction of Fiscal Documents.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023
A Semi-Supervised Autoencoder Approach for Efficient Intrusion Detection in Network Traffic.
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Exploring Image Classification Robustness and Interpretability with Right for the Right Reasons Data Augmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Towards Background and Foreground Color Robustness with Adversarial Right for the Right Reasons.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023
An Augmentative and Alternative Communication Synthetic Corpus for Brazilian Portuguese.
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2023
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023
On the Assessment of Deep Learning Models for Named Entity Recognition of Brazilian Legal Documents.
Proceedings of the Progress in Artificial Intelligence, 2023
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Log. J. IGPL, 2022
Comput. Vis. Image Underst., 2022
Distinction Maximization Loss: Efficiently Improving Classification Accuracy, Uncertainty Estimation, and Out-of-Distribution Detection Simply Replacing the Loss and Calibrating.
CoRR, 2022
CoRR, 2022
Visual Analysis of Deep Learning Methods for Industrial Vacuum Metalized Film Product.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
An Adapted GRASP Approach for Hyperparameter Search on Deep Networks Applied to Tabular Data.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022
2021
Intrusion Detection for Cyber-Physical Systems Using Generative Adversarial Networks in Fog Environment.
IEEE Internet Things J., 2021
Morphological Skip-Gram: Replacing FastText characters n-gram with morphological knowledge.
Inteligencia Artif., 2021
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Multi-Class Mobile Money Service Financial Fraud Detection by Integrating Supervised Learning with Adversarial Autoencoders.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021
2020
IET Image Process., 2020
Morphological Skip-Gram: Using morphological knowledge to improve word representation.
CoRR, 2020
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020
Proceedings of the IEEE Latin-American Conference on Communications, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020
2019
Enhancing batch normalized convolutional networks using displaced rectifier linear units: A systematic comparative study.
Expert Syst. Appl., 2019
Distinction Maximization Loss: Fast, Scalable, Turnkey, and Native Neural Networks Out-of-Distribution Detection simply by Replacing the SoftMax Loss.
CoRR, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
On the Influence of the Color Model for Image Boundary Detection Algorithms based on Convolutional Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Towards Optimizing Convolutional Neural Networks for Robotic Surgery Skill Evaluation.
Proceedings of the International Joint Conference on Neural Networks, 2019
Speeding-up the Handwritten Signature Segmentation Process through an Optimized Fully Convolutional Neural Network.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019
Dynamic Centroid Insertion and Adjustment for Data Sets with Multiple Imbalanced Classes.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019
2018
Expert Syst. Appl., 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
SegNetRes-CRF: A Deep Convolutional Encoder-Decoder Architecture for Semantic Image Segmentation.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
2017
IEEE Trans. Neural Networks Learn. Syst., 2017
The Impact of Dataset Complexity on Transfer Learning over Convolutional Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
2016
An efficient static gesture recognizer embedded system based on ELM pattern recognition algorithm.
J. Syst. Archit., 2016
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
A Dynamic Gesture Recognition System to Translate between Sign Languages in Complex Backgrounds.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
2014
Handwriting recognition system for mobile accessibility to the visually impaired people.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the 10th Brazilian Symposium on Information Systems, 2014
Proceedings of the Symposium on Applied Computing, 2014
2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
An adaptive thresholding algorithm based on edge detection and morphological operations for document images.
Proceedings of the ACM Symposium on Document Engineering 2013, 2013
2012
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Offline handwritten signature verification through network radial basis functions optimized by Differential Evolution.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
2011
IEEE Trans. Syst. Man Cybern. Part B, 2011
Int. J. Hybrid Intell. Syst., 2011
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
2010
2009
Hybrid intelligent immune system using Radial Basis Function applied to Time Series Analysis.
Proceedings of the International Joint Conference on Neural Networks, 2009
Hybrid Optimization Technique for Artificial Neural Networks Design.
Proceedings of the ICEIS 2009, 2009
2008
Feature subset selection in a methodology for training and improving artificial neural network weights and connections.
Proceedings of the International Joint Conference on Neural Networks, 2008
A hybrid intelligent system clonart for short and mid-term forecasting for the Brazilian Energy Distribution System.
Proceedings of the International Joint Conference on Neural Networks, 2008
2007
Appl. Soft Comput., 2007
Comparison of the Effectiveness of Different Cost Functions in Global Optimization Techniques.
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007
2006
IEEE Trans. Neural Networks, 2006
Proceedings of the SBRN 2006, 2006
A methodology to train and improve artificial neural networks' weights and connections.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Conference on Image Processing, 2006
2005
Int. J. Neural Syst., 2005
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005
2004
Proceedings of the Neural Information Processing, 11th International Conference, 2004
2003
A Neuro-Fuzzy Model Applied to Odor Recognition in an Artificial Nose.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003