Dušan Sovilj - Publications, H-index & Citations

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Dušan Sovilj

Arcada University of Applied Sciences

11H-index

27Paper Count

573Citation Count

Published Papers 6

Publication Date

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

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

IF7.5

2024-07-01

OAAI

Soliman, Hazem M.; Sovilj, Dusan; Salmon, Geoff; Rao, Mohan; Mayya, Niranjan

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

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-11-01

PREAI

Sovilj, Dusan; Budnarain, Paul; Sanner, Scott; Salmon, Geoff; Rao, Mohan

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Deep Learning with Microfluidics for Biotechnology

TRENDS IN BIOTECHNOLOGY

IF14.9

2019-03-01

165

PREAI

Riordon, Jason; Sovilj, Dusan; Sanner, Scott; Sinton, David; Young, Edmond W. K.

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Comparison of combining methods using Extreme Learning Machines under small sample scenario

NEUROCOMPUTING

IF6.5

2016-01-01

PREAI

Sovilj, Dusan; Bjork, Kaj-Mikael; Lendasse, Amaury

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Extreme learning machine for missing data using multiple imputations

NEUROCOMPUTING

IF6.5

2016-01-01

100

PREAI

Sovilj, Dusan; Eirola, Emil; Miche, Yoan; Bjork, Kaj-Mikael; Nian, Rui; Akusok, Anton; Lendasse, Amaury

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Approximate k-NN delta test minimization method using genetic algorithms: Application to time series

NEUROCOMPUTING

IF6.5

2010-06-01

OAAI

Mateo, Fernando; Sovilj, Dusan; Gadea, Rafael

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Research Directions