Alceu S. Britto Jr.

Orcid: 0000-0002-3064-3563

Affiliations:
  • Pontifical Catholic University of Paraná, Curitiba, Brazil


According to our database1, Alceu S. Britto Jr. authored at least 164 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Temporal Analysis of Drifting Hashtags in Textual Data Streams: A Graph-Based Application.
CoRR, 2024

2023
An explainable machine learning approach for student dropout prediction.
Expert Syst. Appl., December, 2023

Incremental specialized and specialized-generalized matrix factorization models based on adaptive learning rate optimizers.
Neurocomputing, October, 2023

Large-margin representation learning for texture classification.
Pattern Recognit. Lett., 2023

Exploring diversity in data complexity and classifier decision spaces for pool generation.
Inf. Fusion, 2023

Concept Drift Adaptation in Text Stream Mining Settings: A Comprehensive Review.
CoRR, 2023

Multi-Modal Music Mood Classification with Dynamic Classifier Selection.
Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

Benchmarking Feature Extraction Techniques for Textual Data Stream Classification.
Proceedings of the International Joint Conference on Neural Networks, 2023

Do We Train on Test Data? The Impact of Near-Duplicates on License Plate Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2023

Distance Functions and Normalization Under Stream Scenarios.
Proceedings of the International Joint Conference on Neural Networks, 2023

Multimodal Early Fusion of Automotive Sensors based on Autoencoder Network: An anchor-free approach for Vehicle 3D Detection.
Proceedings of the 26th International Conference on Information Fusion, 2023

Time Distributed Multiview Representation for Speech Emotion Recognition.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

Towards a Reliable Hierarchical Android Malware Detection Through Image-based CNN.
Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022
COVID-19 Detection on Chest X-ray and CT Scan: A Review of the Top-100 Most Cited Papers.
Sensors, 2022

A multimodal approach for multi-label movie genre classification.
Multim. Tools Appl., 2022

Two-view fine-grained classification of plant species.
Neurocomputing, 2022

Multiscale Analysis for Improving Texture Classification.
CoRR, 2022

Ocular recognition databases and competitions: a survey.
Artif. Intell. Rev., 2022

Combining Muti-Layer Features For Plant Species Classification in a Siamese Network.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Pattern Spotting and Image Retrieval in Historical Documents using Deep Hashing.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Predicting Hospitalization from Health Insurance Data.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

A motion-based approach for real-time detection of pornographic content in videos.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Towards Multi-view Android Malware Detection Through Image-based Deep Learning.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

Evaluation of Different Annotation Strategies for Deployment of Parking Spaces Classification Systems.
Proceedings of the International Joint Conference on Neural Networks, 2022

Evaluation of Self-taught Learning-based Representations for Facial Emotion Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2022

Image Retrieval and Pattern Spotting on Historical Documents with Binary Descriptors.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

A Machine Learning Approach for School Dropout Prediction in Brazil.
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2021
Intrapersonal Parameter Optimization for Offline Handwritten Signature Augmentation.
IEEE Trans. Inf. Forensics Secur., 2021

A case study of batch and incremental recommender systems in supermarket data under concept drifts and cold start.
Expert Syst. Appl., 2021

A comprehensive comparison of end-to-end approaches for handwritten digit string recognition.
Expert Syst. Appl., 2021

Machine Learning Methods for Histopathological Image Analysis: A Review.
CoRR, 2021

A Fusion Approach for Pre-Crash Scenarios based on Lidar and Camera Sensors.
Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

UKIRF: An Item Rejection Framework for Improving Negative Items Sampling in One-Class Collaborative Filtering.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Classification of Toxic Ornamental Plants for Domestic Animals Using CNN.
Proceedings of the Systems, Signals and Image Processing - 28th International Conference, 2021

Document Filter for Writer Identification.
Proceedings of the Systems, Signals and Image Processing - 28th International Conference, 2021

Dynamically Selected Ensemble for Data Stream Classification.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Selecting and Combining Classifiers Based on Centrality Measures.
Int. J. Artif. Intell. Tools, 2020

Deep representations for cross-spectral ocular biometrics.
IET Biom., 2020

UFPR-Periocular: A Periocular Dataset Collected by Mobile Devices in Unconstrained Scenarios.
CoRR, 2020

scikit-dyn2sel - A Dynamic Selection Framework for Data Streams.
CoRR, 2020

Single-sample writers - "Document Filter" and their impacts on writer identification.
CoRR, 2020

Virtual keyboard with the prediction of words for children with cerebral palsy.
Comput. Methods Programs Biomed., 2020

CSBF: A static ensemble fusion method based on the centrality score of complex networks.
Comput. Intell., 2020

The dissimilarity approach: a review.
Artif. Intell. Rev., 2020

CNN Hyperparameter Tuning Applied to Iris Liveness Detection.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Naïve Approaches to Deal With Concept Drifts.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Cost-sensitive learning for imbalanced data streams.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Open-set Face Recognition for Small Galleries Using Siamese Networks.
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

An Experimental Analysis of Rain Interference on Detection and Ranging Sensors.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

An End-to-End Approach for Recognition of Modern and Historical Handwritten Numeral Strings.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Towards Real-time Video Content Detection in Resource Constrained Devices.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Sky/Ground Segmentation Using Different Approaches.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Continuous Emotion Recognition via Deep Convolutional Autoencoder and Support Vector Regressor.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Classifier Pool Generation based on a Two-level Diversity Approach.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Automatic visual inspection of thermoelectric metal pipes.
Signal Image Video Process., 2019

Cross-Representation Transferability of Adversarial Perturbations: From Spectrograms to Audio Waveforms.
CoRR, 2019

Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents.
CoRR, 2019

Style Transfer Applied to Face Liveness Detection with User-Centered Models.
CoRR, 2019

A Novel Orthogonal Direction Mesh Adaptive Direct Search Approach for SVM Hyperparameter Tuning.
CoRR, 2019

Histopathologic Image Processing: A Review.
CoRR, 2019

Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Vehicle Detection and Classification in Traffic Images Using ConvNets With Constrained Resources.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Data Augmentation and Transfer Learning Applied to Charcoal Image Classification.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Representation Learning and Dissimilarity for Writer Identification.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2019

Image Retrieval and Pattern Spotting using Siamese Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2019

Representation Learning vs. Handcrafted Features for Music Genre Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019

Double Transfer Learning for Breast Cancer Histopathologic Image Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019

Texture CNN for Thermoelectric Metal Pipe Image Classification.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Binarization of Degraded Document Images using Convolutional Neural Networks Based on Predicted Two-Channel Images.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Using Correlation for Labelset Selection in Multi-Label Classification of Users Reactions.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

Texture CNN for Histopathological Image Classification.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018
Handwritten digit segmentation: Is it still necessary?
Pattern Recognit., 2018

A framework for dynamic classifier selection oriented by the classification problem difficulty.
Pattern Recognit., 2018

Adapting dynamic classifier selection for concept drift.
Expert Syst. Appl., 2018

Automatic classification of native wood charcoal.
Ecol. Informatics, 2018

Multi-label Classification of User Reactions in Online News.
CoRR, 2018

Fully Connected Networks and Generative Neural Networks Applied to Sclera Segmentation.
CoRR, 2018

Image Metamorphosis to Support Forensic Reconstruction.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks.
Proceedings of the 31st SIBGRAPI Conference on Graphics, Patterns and Images, 2018

Document Image Retrieval Using Deep Features.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Segmentation-Free Approaches For Handwritten Numeral String Recognition.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Fusion of Classifiers Based on Centrality Measures.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Dynamic Ensemble Selection by K-Nearest Local Oracles with Discrimination Index.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

A Brazilian Speech Database.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Forest Species Recognition Based on Ensembles of Classifiers.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Fine-Grained Hierarchical Classification of Plant Leaf Images Using Fusion of Deep Models.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Fully Convolutional Networks and Generative Adversarial Networks Applied to Sclera Segmentation.
Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

2017
People Counting in Crowded and Outdoor Scenes using an Hybrid Multi-Camera Approach.
CoRR, 2017

Automatic counting of trypanosomatid amastigotes in infected human cells.
Comput. Biol. Medicine, 2017

Multiple classifier system for plant leaf recognition.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Supervised Approach to Sky and Ground Classification Using Whiteness-Based Features.
Proceedings of the Advances in Computational Intelligence, 2017

A two-step cascade classification method.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

The Foreign Language Effect in Risk Decision-Making: A Cross-Country Review of Brazilians and Poles Behavior in a Loss Aversion Experiment.
Proceedings of the 8th International Conference on E-business, Management and Economics, 2017

Two-stage facial age prediction using group-specific features.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
A flexible hierarchical approach for facial age estimation based on multiple features.
Pattern Recognit., 2016

A computational approach for authorship attribution of literary texts using sintatic features.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Contribution of data complexity features on dynamic classifier selection.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Handling Concept Drifts Using Dynamic Selection of Classifiers.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Overcoming feature drifts via dynamic feature weighted k-nearest neighbor learning.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A benchmark of classifiers on feature drifting data streams.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
Forest species recognition based on dynamic classifier selection and dissimilarity feature vector representation.
Mach. Vis. Appl., 2015

PKLot - A robust dataset for parking lot classification.
Expert Syst. Appl., 2015

Combining overall and local class accuracies in an oracle-based method for dynamic ensemble selection.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Towards a SignWriting recognition system.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Visual and acoustic identification of bird species.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Dynamic selection of classifiers - A comprehensive review.
Pattern Recognit., 2014

Forest species recognition using macroscopic images.
Mach. Vis. Appl., 2014

A Classifier-free Ensemble Selection Method based on Data Diversity in Random Subspaces.
CoRR, 2014

An HMM-Based Gesture Recognition Method Trained on Few Samples.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

2013
Handwritten digit segmentation: a comparative study.
Int. J. Document Anal. Recognit., 2013

Fusion of feature sets and classifiers for facial expression recognition.
Expert Syst. Appl., 2013

Network infrastructure design with a multilevel algorithm.
Expert Syst. Appl., 2013

Parking Space Detection Using Textural Descriptors.
Proceedings of the IEEE International Conference on Systems, 2013

2012
Music genre classification using dynamic selection of ensemble of classifiers.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Assessing handwitten digit segmentation algorithms.
Proceedings of the ACM Symposium on Applied Computing, 2012

An approach to locate the identification code of train wagons from digital videos.
Proceedings of the 2012 XXXVIII Conferencia Latinoamericana En Informatica (CLEI), 2012

2011
An OCR Free Method for Word Spotting in Printed Documents: the Evaluation of Different Feature Sets.
J. Univers. Comput. Sci., 2011

2D Principal Component Analysis for Face and Facial-Expression Recognition.
Comput. Sci. Eng., 2011

Dynamic Zoning Selection for Handwritten Character Recognition.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

2010
Evaluation of different feature sets in an OCR free method for word spotting in printed documents.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Forest Species Recognition Using Color-Based Features.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Verification of Unconstrained Handwritten Words at Character Level.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009
Evaluation of incremental learning algorithms for HMM in the recognition of alphanumeric characters.
Pattern Recognit., 2009

Leave-One-Out-Training and Leave-One-Out-Testing Hidden Markov Models for a Handwritten Numeral Recognizer: The Implications of a Single Classifier and Multiple Classifications.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer.
Pattern Anal. Appl., 2009

Compound Diversity Functions for Ensemble Selection.
Int. J. Pattern Recognit. Artif. Intell., 2009

Evaluation of Different Strategies to Optimize an HMM-Based Character Recognition System.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
Inspeção Automática de Defeitos em Madeiras de Pinus usando Visão Computacional.
RITA, 2008

Filtering segmentation cuts for digit string recognition.
Pattern Recognit., 2008

From dynamic classifier selection to dynamic ensemble selection.
Pattern Recognit., 2008

The implication of data diversity for a classifier-free ensemble selection in random subspaces.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A new HMM training and testing scheme.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Pairwise fusion matrix for combining classifiers.
Pattern Recognit., 2007

Detection of non-conventional events on video scenes.
Proceedings of the IEEE International Conference on Systems, 2007

People Counting in Low Density Video Sequences.
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

Detection and Classification of Human Movements in Video Scenes.
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

A New Dynamic Ensemble Selection Method for Numeral Recognition.
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

Applying Pairwise Fusion Matrix on Fusion Functions for Classifier Combination.
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

A New HMM-Based Ensemble Generation Method for Numeral Recognition.
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

K-Nearest Oracle for Dynamic Ensemble Selection.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006
An implicit segmentation-based method for recognition of handwritten strings of characters.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Combining Diversity and Classification Accuracy for Ensemble Selection in Random Subspaces.
Proceedings of the International Joint Conference on Neural Networks, 2006

A New Objective Function for Ensemble Selection in Random Subspaces.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Evolving ensemble of classifiers in random subspace.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

2005
Improving Cascading Classifiers with Particle Swarm Optimization.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

A Synthetic Database to Assess Segmentation Algorithms.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

2004
Feature Subset Selection Using an Optimized Hill Climbing Algorithm for Handwritten Character Recognition.
Proceedings of the Structural, 2004

K-Means VQ algorithm using a low-cost parallel cluster computing.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2004

An optimized hill climbing algorithm for feature subset selection: evaluation on handwritten character recognition.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

Foreground and background information in an HMM-based method for recognition of isolated characters and numeral strings.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

2003
The recognition of handwritten numeral strings using a two-stage HMM-based method.
Int. J. Document Anal. Recognit., 2003

Complementary features combined in an HMM-based system to recognize handwritten digits.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Segmentation of Postal Envelopes for Address Block Location: an approach based on feature selection in wavelet space.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

A Low-Cost Parallel K-Means VQ Algorithm Using Cluster Computing.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Salient Features and Hypothesis Testing: evaluating a novel approach for segmentation and address block location.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002
A String Length Predictor to Control the Level Building of HMMs for Handwritten Numeral Recognition.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Técnicas em Processamento e Análise de Documentos Manuscritos.
RITA, 2001

A Two-Stage HMM-Based System for Recognizing Handwritten Numeral Strings.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

An Enhanced HMM Topology in an LBA Framework for the Recognition of Handwritten Numeral Strings.
Proceedings of the Advances in Pattern Recognition, 2001

1998
Intelligent Management of Computer Networks: The GIR Proposal.
Proceedings of 18th International Conference of the Chilean Computer Science Society (SCCC '98), 1998


  Loading...