Dušan Sovilj

573 total citations
17 papers, 398 citations indexed

About

Dušan Sovilj is a scholar working on Artificial Intelligence, Computer Networks and Communications and Signal Processing. According to data from OpenAlex, Dušan Sovilj has authored 17 papers receiving a total of 398 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Artificial Intelligence, 6 papers in Computer Networks and Communications and 4 papers in Signal Processing. Recurrent topics in Dušan Sovilj's work include Network Security and Intrusion Detection (6 papers), Machine Learning and ELM (3 papers) and Neural Networks and Applications (3 papers). Dušan Sovilj is often cited by papers focused on Network Security and Intrusion Detection (6 papers), Machine Learning and ELM (3 papers) and Neural Networks and Applications (3 papers). Dušan Sovilj collaborates with scholars based in Finland, Canada and Spain. Dušan Sovilj's co-authors include Scott Sanner, David Sinton, Edmond W. K. Young, Jason Riordon, Amaury Lendasse, Kaj-Mikael Björk, Emil Eirola, Rui Nian, Yoan Miché and Anton Akusok and has published in prestigious journals such as Expert Systems with Applications, Trends in biotechnology and Neurocomputing.

In The Last Decade

Dušan Sovilj

17 papers receiving 382 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Dušan Sovilj Finland 9 148 117 62 51 44 17 398
Annamma Abraham India 8 111 0.8× 142 1.2× 39 0.6× 37 0.7× 28 0.6× 19 443
Anas Bilal China 18 302 2.0× 50 0.4× 55 0.9× 45 0.9× 58 1.3× 66 1.1k
Harshvardhan GM India 11 162 1.1× 28 0.2× 27 0.4× 27 0.5× 33 0.8× 20 488
Adekanmi Adeyinka Adegun South Africa 13 446 3.0× 58 0.5× 28 0.5× 21 0.4× 15 0.3× 30 865
Renu Dhir India 12 141 1.0× 75 0.6× 94 1.5× 42 0.8× 48 1.1× 44 408
Ihtesham Ul Islam Pakistan 9 95 0.6× 41 0.4× 116 1.9× 52 1.0× 10 0.2× 19 388
Laura Elena Raileanu Switzerland 6 211 1.4× 34 0.3× 37 0.6× 29 0.6× 77 1.8× 12 570
Jiao Jiao China 10 72 0.5× 117 1.0× 17 0.3× 53 1.0× 20 0.5× 22 660
Wenxuan Wang China 12 242 1.6× 22 0.2× 37 0.6× 35 0.7× 19 0.4× 47 482

Countries citing papers authored by Dušan Sovilj

Since Specialization
Citations

This map shows the geographic impact of Dušan Sovilj's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Dušan Sovilj with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Dušan Sovilj more than expected).

Fields of papers citing papers by Dušan Sovilj

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Dušan Sovilj. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Dušan Sovilj. The network helps show where Dušan Sovilj may publish in the future.

Co-authorship network of co-authors of Dušan Sovilj

This figure shows the co-authorship network connecting the top 25 collaborators of Dušan Sovilj. A scholar is included among the top collaborators of Dušan Sovilj based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Dušan Sovilj. Dušan Sovilj is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

17 of 17 papers shown
1.
Sovilj, Dušan, et al.. (2023). RANK: AI-Assisted End-to-End Architecture for Detecting Persistent Attacks in Enterprise Networks. IEEE Transactions on Dependable and Secure Computing. 21(4). 3834–3850. 7 indexed citations
2.
Sovilj, Dušan, et al.. (2022). Investigating the Influence of Feature Sources for Malicious Website Detection. Applied Sciences. 12(6). 2806–2806. 9 indexed citations
3.
Sovilj, Dušan, et al.. (2020). A Graph Neural Network Approach for Scalable and Dynamic IP Similarity in Enterprise Networks. 521. 1–6. 2 indexed citations
4.
Sovilj, Dušan, et al.. (2020). A comparative evaluation of unsupervised deep architectures for intrusion detection in sequential data streams. Expert Systems with Applications. 159. 113577–113577. 17 indexed citations
5.
Riordon, Jason, Dušan Sovilj, Scott Sanner, David Sinton, & Edmond W. K. Young. (2018). Deep Learning with Microfluidics for Biotechnology. Trends in biotechnology. 37(3). 310–324. 170 indexed citations
6.
Sovilj, Dušan, et al.. (2018). Measuring and Mitigating the Costs of Attentional Switches in Active Network Monitoring for Cybersecurity. Human Factors The Journal of the Human Factors and Ergonomics Society. 60(7). 962–977. 7 indexed citations
7.
Sovilj, Dušan, et al.. (2018). Collaborative Filtering with Behavioral Models. National University of Singapore. 91–99. 5 indexed citations
8.
Sovilj, Dušan, et al.. (2017). An open source adaptive user interface for network monitoring. 111. 1535–1539. 3 indexed citations
9.
Sovilj, Dušan, Emil Eirola, Yoan Miché, et al.. (2015). Extreme learning machine for missing data using multiple imputations. Neurocomputing. 174. 220–231. 81 indexed citations
10.
Sovilj, Dušan, Kaj-Mikael Björk, & Amaury Lendasse. (2015). Comparison of combining methods using Extreme Learning Machines under small sample scenario. Neurocomputing. 174. 4–17. 8 indexed citations
11.
Guillén, Alberto, M. G. Arenas, Mark van Heeswijk, et al.. (2014). Fast Feature Selection in a GPU Cluster Using the Delta Test. Entropy. 16(2). 854–869. 10 indexed citations
12.
Westerlund, Magnus, et al.. (2014). Using extreme learning machine for intrusion detection in a big data environment. 73–82. 32 indexed citations
13.
Sovilj, Dušan, et al.. (2012). Relevance learning for time series inspection. PUB – Publications at Bielefeld University (Bielefeld University). 1 indexed citations
14.
Sovilj, Dušan, et al.. (2012). Climate induced changes in benthic macrofauna—A non-linear model approach. Journal of Marine Systems. 96-97. 90–94. 11 indexed citations
15.
Mateo, Fernando, Dušan Sovilj, & Rafael Gadea Gironés. (2010). Approximate k-NN delta test minimization method using genetic algorithms: Application to time series. Neurocomputing. 73(10-12). 2017–2029. 11 indexed citations
16.
Sovilj, Dušan, Tapani Raiko, & Erkki Oja. (2010). Extending Self-Organizing Maps with uncertainty information of probabilistic PCA. 470. 1–7. 3 indexed citations
17.
Guillén, Alberto, Dušan Sovilj, Amaury Lendasse, Fernando Mateo, & Ignacio Rojas. (2008). Minimising the delta test for variable selection in regression problems. 1(4). 269–269. 21 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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