Bernardete Ribeiro
Orcid: 0000-0002-9770-7672
According to our database1,
Bernardete Ribeiro
authored at least 232 papers
between 1995 and 2024.
Collaborative distances:
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Bibliography
2024
SecFL - Secure Federated Learning Framework for predicting defects in sheet metal forming under variability.
Expert Syst. Appl., January, 2024
2023
Few-shot learning with transformers via graph embeddings for molecular property prediction.
Expert Syst. Appl., September, 2023
Few-shot learning via graph embeddings with convolutional networks for low-data molecular property prediction.
Neural Comput. Appl., June, 2023
Video Action Recognition Collaborative Learning with Dynamics via PSO-ConvNet Transformer.
CoRR, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023
Proceedings of the Progress in Artificial Intelligence, 2023
Proceedings of the Progress in Artificial Intelligence, 2023
Proceedings of the Engineering Applications of Neural Networks, 2023
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
A human-centric approach to aid in assessing maintenance from the sustainable manufacturing perspective.
Proceedings of the 14th International Conference on Ambient Systems, 2023
2022
Correction to: Designing optimized drug candidates with Generative Adversarial Network.
J. Cheminformatics, 2022
J. Cheminformatics, 2022
IEEE Access, 2022
Proceedings of the Progress in Artificial Intelligence, 2022
Deep Model for Anticancer Drug Response through Genomic Profiles and Compound Structures.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
2021
IEEE ACM Trans. Comput. Biol. Bioinform., 2021
SoftwareX, 2021
J. Cheminformatics, 2021
Optimizing blood-brain barrier permeation through deep reinforcement learning for de novo drug design.
Bioinform., 2021
IEEE Access, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
2020
Int. J. Online Biomed. Eng., 2020
Rethinking Recurrent Neural Networks and other Improvements for Image Classification.
CoRR, 2020
GPU-based fast clustering via K-Centres and k-NN mode seeking for geospatial industry applications.
Comput. Ind., 2020
Ann. Math. Artif. Intell., 2020
Reconstructing Abstract Concepts and their Blends Via Computational Cognitive Modeling.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the ICCBB 2020: 4th International Conference on Computational Biology and Bioinformatics, Bali Island, Indonesia, 27 December, 2021, 2020
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
Proceedings of the Genetic Programming - 23rd European Conference, 2020
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
2019
Active learning metamodeling for policy analysis: Application to an emergency medical service simulator.
Simul. Model. Pract. Theory, 2019
Intell. Data Anal., 2019
Genet. Program. Evolvable Mach., 2019
Application for Monitoring and Prediction of Energy and Water Consumption in Domestic Cyber-Physical Systems.
Proceedings of the Cyber-physical Systems and Digital Twins, 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 Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019
Proceedings of the 2019 5th Experiment International Conference (exp.at'19), 2019
Proceedings of the 2019 5th Experiment International Conference (exp.at'19), 2019
Proceedings of the 2019 5th Experiment International Conference (exp.at'19), 2019
Online Simulation of Methods to Predict the Remaining Useful Lifetime of Aircraft Components.
Proceedings of the 2019 5th Experiment International Conference (exp.at'19), 2019
Proceedings of the 2019 5th Experiment International Conference (exp.at'19), 2019
Proceedings of the Genetic Programming - 22nd European Conference, 2019
2018
IEEE Trans. Intell. Transp. Syst., 2018
Optimization of selective ensemble for cost-sensitive classification: An empirical study.
Intell. Decis. Technol., 2018
Proceedings of the Tenth International Conference on Soft Computing and Pattern Recognition, 2018
Proceedings of the Tenth International Conference on Soft Computing and Pattern Recognition, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Genetic Programming - 21st European Conference, 2018
Proceedings of the Genetic Programming - 21st European Conference, 2018
Proceedings of the Engineering Applications of Neural Networks, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
IEEE Trans. Cybern., 2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
A Bayesian Additive Model for Understanding Public Transport Usage in Special Events.
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Neural Comput. Appl., 2017
Intell. Decis. Technol., 2017
Eng. Appl. Artif. Intell., 2017
A Comparison of Algorithms for Intrusion Detection on Batch and Data Stream Environments.
CoRR, 2017
Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach.
CoRR, 2017
Appl. Soft Comput., 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017
Proceedings of the 2017 4th Experiment@International Conference (exp.at'17), 2017
Proceedings of the Computing Frontiers Conference, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Towards tangible benefits of corporate failure prediction with business sector: A comparative study.
Intell. Decis. Technol., 2016
Convex Hull Calculations: a Matlab Implementation and Correctness Proofs for the lrs-Algorithm.
CoRR, 2016
Proceedings of the Advances in Neural Networks - ISNN 2016, 2016
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
Proceedings of the International Conference on Internet of Things and Big Data, 2016
Proceedings of the Advances in Big Data, 2016
Mahalanobis distance metric learning algorithm for instance-based data stream classification.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Engineering Applications of Neural Networks, 2016
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2016
2015
Analysis of trends in seasonal electrical energy consumption via non-negative tensor factorization.
Neurocomputing, 2015
Intell. Data Anal., 2015
Proceedings of the INNS Conference on Big Data 2015, 2015
Learning the hash code with generalised regression neural networks for handwritten signature biometric data retrieval.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
The Critical Feature Dimension and Critical Sampling Problems.
Proceedings of the ICPRAM 2015, 2015
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015
Credit Prediction Using Transfer of Learning via Self-Organizing Maps to Neural Networks.
Proceedings of the Engineering Applications of Neural Networks, 2015
2014
Electrical Signal Source Separation Via Nonnegative Tensor Factorization Using On Site Measurements in a Smart Home.
IEEE Trans. Instrum. Meas., 2014
Towards adaptive learning with improved convergence of deep belief networks on graphics processing units.
Pattern Recognit., 2014
Signature identification via efficient feature selection and GPU-based SVM classifier.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Exploring the performance of non-negative multi-way factorization for household electrical seasonal consumption disaggregation.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the IIAI 3rd International Conference on Advanced Applied Informatics, 2014
Proceedings of the Neural Information Processing - 21st International Conference, 2014
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
2013
IEEE Trans. Cybern., 2013
Pattern Recognit. Lett., 2013
Influence of class distribution on cost-sensitive learning: A case study of bankruptcy analysis.
Intell. Data Anal., 2013
Expert Syst. Appl., 2013
Expert Syst. Appl., 2013
Proceedings of the 8th International Workshop on Semantic and Social Media Adaptation and Personalization, 2013
On the Regularization Parameter Selection for Sparse Code Learning in Electrical Source Separation.
Proceedings of the Adaptive and Natural Computing Algorithms, 2013
Proceedings of the Adaptive and Natural Computing Algorithms, 2013
A Consensus Approach for Combining Multiple Classifiers in Cost-Sensitive Bankruptcy Prediction.
Proceedings of the Adaptive and Natural Computing Algorithms, 2013
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013
2012
Home electrical signal disaggregation for non-intrusive load monitoring (NILM) systems.
Neurocomputing, 2012
Int. J. Data Min. Model. Manag., 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
Space time frequency (STF) code tensor for the characterization of the epileptic preictal stage.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Improving Convergence of Restricted Boltzmann Machines via a Learning Adaptive Step Size.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012
2011
Intell. Data Anal., 2011
Expert Syst. Appl., 2011
Wavelet Decomposition and Singular Spectrum Analysis for electrical signal denoising.
Proceedings of the IEEE International Conference on Systems, 2011
Proceedings of the Model and Data Engineering - First International Conference, 2011
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Proceedings of the Ambient Intelligence - Software and Applications, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
An Experimental Study on Electrical Signature Identification of Non-Intrusive Load Monitoring (NILM) Systems.
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
Locating Information-hiding in MP3 Audio.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011
Proceedings of the Progress in Artificial Intelligence, 2011
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011
2010
Inductive Inference for Large Scale Text Classification: Kernel Approaches and Techniques
Studies in Computational Intelligence 255, Springer, ISBN: 978-3-642-04532-5, 2010
IEEE Trans. Syst. Man Cybern. Part C, 2010
Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approach.
Int. J. Nat. Comput. Res., 2010
Multi-Objective Evolutionary Algorithms for Feature Selection: Application in Bankruptcy Prediction.
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010
Improving recall values in breast cancer diagnosis with Incremental Background Knowledge.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
A strategy for dealing with missing values by using selective activation neurons in a multi-topology framework.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Intelligent Data Engineering and Automated Learning, 2010
Extracting Features from an Electrical Signal of a Non-Intrusive Load Monitoring System.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2010
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
Stochastic GPU-based Multithread Implementation of Multiple Back-propagation.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010
GPUMLib: A new Library to combine Machine Learning algorithms with Graphics Processing Units.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010
2009
IEEE Trans. Instrum. Meas., 2009
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
Accurate Prediction of Financial Distress of Companies with Machine Learning Algorithms.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009
Improving Visualization, Scalability and Performance of Multiclass Problems with SVM Manifold Learning.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009
Extracting Discriminative Features Using Non-negative Matrix Factorization in Financial Distress Data.
Proceedings of the Adaptive and Natural Computing Algorithms, 9th International Conference, 2009
Proceedings of the Artificial Neural Networks, 2009
Using Expanded Markov Process and Joint Distribution Features for JPEG Steganalysis.
Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009
Proceedings of the Progress in Artificial Intelligence, 2009
Fast Pattern Classification of Ventricular Arrhythmias Using Graphics Processing Units.
Proceedings of the Progress in Pattern Recognition, 2009
Classification of Mass Spectrometry Data - Using Manifold and Supervised Distance Metric Learning.
Proceedings of the BIOSIGNALS 2009, 2009
2008
Image complexity and feature mining for steganalysis of least significant bit matching steganography.
Inf. Sci., 2008
Int. J. Neural Syst., 2008
Proceedings of the IEEE International Conference on Systems, 2008
Steganalysis of multi-class JPEG images based on expanded Markov features and polynomial fitting.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008
Distributed Ensemble Learning in Text Classification.
Proceedings of the ICEIS 2008, 2008
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the Advances in Artificial Intelligence, 2008
Proceedings of the Progress in Pattern Recognition, 2008
2007
Soft Comput., 2007
Int. J. Pattern Recognit. Artif. Intell., 2007
Biased Support Vector Machines and Kernel Methods for Intrusion Detection.
Proceedings of the World Congress on Engineering, 2007
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Intelligent Data Engineering and Automated Learning, 2006
Image Complexity and Feature Extraction for Steganalysis of LSB Matching Steganography.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006
2005
Support vector machines for quality monitoring in a plastic injection molding process.
IEEE Trans. Syst. Man Cybern. Part C, 2005
Selective Classification and Regression Models Based on Support Vector Clustering.
Neural Parallel Sci. Comput., 2005
On the Evaluation of Minkovsky Kernel for SVMs.
Neural Parallel Sci. Comput., 2005
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005
2004
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004
2003
An Efficient Gradient-based Learning Algorithm Applied to Neural Networks with Selective Actuation Neurons.
Neural Parallel Sci. Comput., 2003
Neural Comput. Appl., 2003
On the Evaluation of Text Processing in Text Categorization.
Proceedings of the 2003 International Conference on Machine Learning and Applications, 2003
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 2003
Learning Adaptive Kernels for Model Diagnosis.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
2002
Bayes Information Criterion for Tikhonov Regularization with Linear Constraints: Application to Spectral Data Estimation.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Mercer's Kernel Based Learning for Fault Detection.
Proceedings of the Soft Computing Systems - Design, Management and Applications, 2002
2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
2000
MONODA: A Neural Modular Architecture for Obstacle Avoidance without Knowledge of the Environment.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1999
On the Use of Neural Networks and Geometrical Criteria for Localisation of Highly Irregular Elliptical Shapes.
Pattern Anal. Appl., 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1999
A neural prediction model for monitoring and fault diagnosis of a plastic injection moulding process.
Proceedings of the 5th European Control Conference, 1999
1997
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997
1995
Contribuição para a modelização, supervisão e controlo de sistemas multivariáveis não lineares por redes neuronais com aplicação a um forno de cal
PhD thesis, 1995
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995