Concepedia

Dušan Sovilj

DS

10

Publications

301

Citations

10

H-Index

2008

Active since

Affiliations

Arcada University of Applied Sciences(Current)

University of Iowa

Universidad de Granada

Universitat Politècnica de València

Aalto University

Dušan Sovilj is an author at Arcada University of Applied Sciences specializing in engineering, data mining, and data science.

Top concepts

EngineeringData MiningData ScienceComputer ScienceMachine LearningStatisticsKnowledge DiscoveryPredictive AnalyticsDeep LearningBotnet Detection

Publications per year

2008–2023

10

Publications

10

Extreme learning machine for missing data using multiple imputations

Dušan Sovilj, Emil Eirola, Yoan Miché et al. · Neurocomputing · 2015 · 112 citations

Engineering, Machine Learning, Data Science +7

Using extreme learning machine for intrusion detection in a big data environment

Junlong Xiang, Magnus Westerlund, Dušan Sovilj et al. · 2014 · 43 citations

Engineering, Machine Learning, Data Science +15

Minimising the delta test for variable selection in regression problems

Alberto Guillén, Dušan Sovilj, Amaury Lendasse et al. · International Journal of High Performance Systems Architecture · 2008 · 38 citations

Engineering, Delta Test, Feature Selection +19

A comparative evaluation of unsupervised deep architectures for intrusion detection in sequential data streams

Dušan Sovilj, Paul Budnarain, Scott Sanner et al. · Expert Systems with Applications · 2020 · 22 citations

Anomaly Detection, Machine Learning, Data Science +11

RANK: AI-Assisted End-to-End Architecture for Detecting Persistent Attacks in Enterprise Networks

Hazem M. Soliman, Dušan Sovilj, Geoff Salmon et al. · IEEE Transactions on Dependable and Secure Computing · 2023 · 17 citations · Full text

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