Incremental ELMVIS for unsupervised learning.
CoRR, 2019
Rhythmicity of health information behaviour.
Aslib J. Inf. Manag., 2019
ELM-SOM: A Continuous Self-Organizing Map for Visualization.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Comparison of Classification Methods for Very High-Dimensional Data in Sparse Random Projection Representation.
Proceedings of ELM 2018, 2018
A pragmatic android malware detection procedure.
Comput. Secur., 2017
Brute-force Missing Data Extreme Learning Machine for Predicting Huntington's Disease.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017
Solve Classification Tasks with Probabilities. Statistically-Modeled Outputs.
Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017
Advanced query strategies for Active Learning with Extreme Learning Machines.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Extreme learning machine for missing data using multiple imputations.
Neurocomputing, 2016
A new application of machine learning in health care.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016
Android Malware Detection: Building Useful Representations.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016
Efficient Detection of Zero-day Android Malware Using Normalized Bernoulli Naive Bayes.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015
Extreme Learning Machines for Multiclass Classification: Refining Predictions with Gaussian Mixture Models.
Proceedings of the Advances in Computational Intelligence, 2015
Mixture of Gaussians for distance estimation with missing data.
Neurocomputing, 2014
Variable selection for regression problems using Gaussian mixture models to estimate mutual information.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
The delta test: The 1-NN estimator as a feature selection criterion.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Distance estimation in numerical data sets with missing values.
Inf. Sci., 2013
Regularized extreme learning machine for regression with missing data.
Neurocomputing, 2013
Extreme Learning Machine: A Robust Modeling Technique? Yes!
Proceedings of the Advances in Computational Intelligence, 2013
Gaussian Mixture Models for Time Series Modelling, Forecasting, and Interpolation.
Proceedings of the Advances in Intelligent Data Analysis XII, 2013
Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs.
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
Ensembles of Locally Linear Models: Application to Bankruptcy Prediction.
Proceedings of The 2010 International Conference on Data Mining, 2010
Using the Delta Test for Variable Selection.
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008