Regularized extreme learning machine for regression with missing data

Qi Yu, Yoan Miché, Emil Eirola, +3

Neurocomputing

EngineeringMachine LearningData ScienceExtreme Learning MachinePredictive Analytics +4

Extreme learning machine for missing data using multiple imputations

Dušan Sovilj, Emil Eirola, Yoan Miché, +4

Neurocomputing

EngineeringMachine LearningData ScienceData MiningMultiple Classifier System +5

Mixture of Gaussians for distance estimation with missing data

Emil Eirola, Amaury Lendasse, Vincent Vandewalle, +1

Neurocomputing

Distance EstimationMachine VisionEngineeringMixture AnalysisGaussian Process +4

Using the Delta Test for Variable Selection

Emil Eirola, Elia Liitiäinen, Amaury Lendasse, +2

Distance estimation in numerical data sets with missing values

Emil Eirola, Gauthier Doquire, Michel Verleysen, +1

Information Sciences

Distance EstimationEngineeringApproximation TheoryUncertainty QuantificationApproximation Method +5

A pragmatic android malware detection procedure

Paolo Palumbo, Luiza Sayfullina, Dmitriy Komashinskiy, +2

Computers & Security

EngineeringProgram AnalysisSoftware TestingAnti-virus TechniqueSoftware Engineering +3

Efficient Detection of Zero-day Android Malware Using Normalized Bernoulli Naive Bayes

Luiza Sayfullina, Emil Eirola, Dmitry Komashinsky, +4

2015 IEEE Trustcom/BigDataSE/ISPA

Hardware SecurityMobile SecurityMalware ClassificationEfficient DetectionEngineering +9

Diurnal Variations of Depression-Related Health Information Seeking: Case Study in Finland Using Google Trends Data

Jonas Tana, Jyrki Kettunen, Emil Eirola, +1

JMIR Mental Health

When is prime-time in streaming media platforms and video-on-demands services? New media consumption patterns and real-time economy

Jonas Tana, Emil Eirola, Mats Nylund

European Journal of Communication

Media PlatformsStreaming MediaTrend PredictionCommunicationStreaming Data +19

Ensembles of Local Linear Models for Bankruptcy Analysis and Prediction

Laura Kainulainen, Yoan Miché, Emil Eirola, +3