Conference papers

Brester C., Kauhanen J., Tuomainen T.P., Semenkin E., Kolehmainen M. (2016) Comparison of two-criterion evolutionary filtering techniques in cardiovascular predictive modelling. Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO’2016), Lisbon, Portugal. Vol. 1, pp. 140-145. [pdf] [slides]

Semenkina M., Akhmedova S., Brester C., Semenkin E. (2016) Choice of spacecraft control contour variant with self-configuring stochastic algorithms of multi-criteria optimization. Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO’2016), Lisbon, Portugal. Vol. 1, pp. 281-286. [pdf]

Sidorov M., Brester C., Ultes S., Schmitt A. (2016) Salient cross-lingual acoustic and prosodic features for English and German emotion recognition. Proceedings of the 7th International Workshop On Spoken Dialogue Systems (IWSDS), Lapland, Finland. [pdf]

Sidorov M., Brester C., Schmitt A. (2015) Contemporary stochastic feature selection algorithms for speech-based emotion recognition. Proceedings of INTERSPEECH 2015, Dresden, Germany, pp. 2699-2703. [pdf]

Brester C., Semenkin E., Sidorov M., Semenkina O. (2015) Multicriteria neural network design in the speech-based emotion recognition problem. Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics (ICINCO’2015), Colmar, France. Vol. 1, pp. 621–628. [pdf] [slides]

Brester C., Semenkin E., Sidorov M., Kovalev I., Zelenkov P. (2015) Evolutionary feature selection for emotion recognition in multilingual speech analysis. Proceedings of IEEE Congress on Evolutionary Computation (CEC2015), Sendai, Japan, pp. 2406–2411. [pdf] [slides]

Brester C., Semenkin E., Sidorov M. (2014) Acoustic Emotion Recognition: Two Ways of Features Selection based on Self-Adaptive Multi-Objective Genetic Algorithm. Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO’2014), Vienna, Austria. Vol. 2, pp. 851–855. [pdf] [slides]

Sidorov M., Brester C., Minker W., Semenkin E. (2014) Speaker State Recognition with Neural Network-based Classification and Self-adaptive Heuristic Feature Selection. Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics (ICINCO’2014), Vienna, Austria. Vol. 1, pp. 699–703. [pdf]

Brester C., Semenkin E., Sidorov M. (2014) Speech-based emotion recognition: Application of collective decision making concepts. Proceedings of the International Conference on Computer Science and Artificial Intelligence (ICCSAI2014), Wuhan, China, pp. 216–220. [pdf] [slides]

Brester C., Semenkin E., Sidorov M., Minker W. (2014) Self-adaptive multi-objective genetic algorithms for feature selection. Proceedings of International Conference on Engineering and Applied Sciences Optimization, Kos Island, Greece, pp. 1838–1846. [pdf] [slides]

Sidorov M., Brester C., Minker W., Semenkin E. (2014) Speech-Based Emotion Recognition: Feature Selection by Self-Adapted Multi-Criteria Genetic Algorithm. Proceedings of the 9th edition of the Language Resources and Evaluation Conference (LREC), Reykjavik, Iceland, pp. 3481-3485. [pdf]

Journal articles

Brester C., Semenkin E., Sidorov M. (2016) Multi-objective heuristic feature selection for speech-based multilingual emotion recognition. Journal of Artificial Intelligence and Soft Computing Research. Vol. 6, no. 4, pp. 243-253. [pdf]

Brester C., Semenkina O., Sidorov M. (2016) Multi-objective genetic algorithms as an effective tool for feature selection in the speech-based emotion recognition problem. Vestnik SibSAU. Vol. 17, no. 1, pp. 243-253. [pdf] [slides]

Brester C., Semenkina O., Sidorov M. (2015) Robust and reliable techniques for speech-based emotion recognition. Vestnik SibSAU. Vol. 16, no. 1, pp. 28-34. [pdf] [slides]

Brester C., Semenkin E. (2013) Development of adaptive genetic algorithms for neural network models multicriteria design. Vestnik SibSAU. 4(50), pp. 99-103. [pdf] [slides]

Book chapters

Brester C., Semenkin E. (2015) Cooperative Multi-Objective Genetic Algorithm with Parallel Implementation. Advances in Swarm and Computational Intelligence. Part I, LNCS 9140, pp. 471–478. [pdf] [slides]