Photo of Dr Dmitry Kangin

Dr Dmitry Kangin

Publications

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| 2018 | 2017 | 2016 | 2015 | 2014 | 2013 |

2018

2017

  • Kangin D, Markarian G. (2017) Multi-Bernoulli filter for group object tracking and its Gaussian-Wishart implementation, IJCNN, Anchorage, Alaska, 14th - 19th May 2017.
  • Gu X, Angelov PP, Kangin D, Principe JC. (2017) A new type of distance metric and its use for clustering, Evolving Systems, volume 8, no. 3, pages 167-177, DOI:10.1007/s12530-017-9195-7.
  • Angelov P, Gu X, Kangin D. (2017) Empirical Data Analytics, International Journal of Intelligent Systems, volume 32, no. 12, pages 1261-1284, DOI:10.1002/int.21899.
  • Angelov P, Gu X, Kangin D, Principe J. (2017) Empirical data analysis: A new tool for data analytics, 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings, pages 52-59, DOI:10.1109/SMC.2016.7844219.

2016

2015

  • Kangin D, Angelov P, Iglesias JA, Sanchis A. (2015) Evolving classifier TEDAClass for big data, Procedia Computer Science, volume 53, no. 1, pages 9-18, DOI:10.1016/j.procs.2015.07.274.
  • Kangin D, Angelov P. (2015) Recursive SVM based on TEDA, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), volume 9047, pages 156-168, DOI:10.1007/978-3-319-17091-6_11.
  • Kangin D, Angelov P. (2015) Evolving clustering, classification and regression with TEDA, Proceedings of the International Joint Conference on Neural Networks, volume 2015-September, DOI:10.1109/IJCNN.2015.7280528.
  • Kolev D, Markarian G, Kangin D. (2015) Data fusion for unsupervised video object detection, tracking and geo-positioning, 2015 18th International Conference on Information Fusion, Fusion 2015, pages 142-149.
  • Kangin D, Kolev D, Markarian G. (2015) Multiple video object tracking using variational inference, 2015 Workshop on Sensor Data Fusion: Trends, Solutions, Applications, SDF 2015, DOI:10.1109/SDF.2015.7347702.

2014

2013

Showing 13 publications from Symplectic.