Denis Kolev

Research Associate

Towards validating a security situation management capability
Stelkens-Kobsch, T., Finke, M., Kolev, D.G., Koelle, R., Lahaije, R. 19/04/2016 In: 2016 Integrated Communications Navigation and Surveillance (ICNS). IEEE p. 1A1-1 - 1A1-9. 9 p. ISBN: 9781509021499.
Conference contribution

Multiple video object tracking using variational inference
Kangin, D., Kolev, D.G., Markarian, G. 6/10/2015 In: 2015 Sensor Data Fusion: Trends, Solutions, Applications (SDF 2015). IEEE p. 47-52. 6 p.
Paper

SYSTEM STATE CLASSIFIER: United States Patent Application 20150278711
Angelov, P.P., Kolev, D.G., Markarian, G. 1/10/2015
Patent

Data fusion for unsupervised video object detection, tracking and geo-positioning
Kolev, D.G., Markarian, G., Kangin, D. 4/07/2015 In: Information Fusion (Fusion), 2015 18th International Conference on. IEEE p. 142-149. 8 p.
Paper

Incremental anomaly identification in flight data analysis by adapted one-class SVM method
Kolev, D., Suvorov, M., Morozov, E., Markarian, G., Angelov, P. 2015 In: Artificial neural networks. Springer p. 373-391. 19 p.
Paper

Symbol recognition with a new autonomously evolving classifier autoclass
Angelov, P., Kangin, D., Xiaowei, Z., Kolev, D. 06/2014 In: 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems. 9781479933471 : IEEE p. 1-6. 6 p.
Paper

Incremental anomaly identification by adapted SVM method
Suvorov, M., Ivliev, S., Markarian, G., Kolev, D., Zvikhachevskiy, D., Angelov, P. 08/2013 In: International Joint Conference on Neural Networks, IJCNN-2013, Dallas, TX, USA, 3-9 August, 2013. Piscataway, N.J. : IEEE p. 1-8. 8 p.
Paper

ARFA: automated real-time flight data analysis using evolving clustering, classifiers and recursive density estimation
Kolev, D., Angelov, P., Markarian, G., Suvorov, M., Lysanov, S. 2013 In: Evolving and Adaptive Intelligent Systems (EAIS), 2013 IEEE Conference on. Piscataway, N.J. : IEEE Press p. 91-97. 7 p.
Paper

OSA: one-class recursive SVM algorithm with negative samples for fault detection
Suvorov, M., Ivliev, S., Markarian, G., Kolev, D., Zvikhachevskiy, D., Angelov, P. 2013 In: Artificial neural networks and machine learning – ICANN 2013. Berlin : Springer Verlag p. 194-207. 14 p.
Paper

A novel approach to estimating current and future states of technical systems: Proc. of the International Conference on Computing, Networking and Communications (ICNC)
Bushminkin, K., Kolev, D., Rodionov, D., Mihaylova, L., Vikhoreva, A. 2012 In: International Conference on Computing, Networking and Communications (ICNC), 2012. IEEE p. 512-516. 5 p.
Paper