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Bibliography

GA15-03564S

  1. Suzdaleva Evženie, Nagy Ivan :  Practical Initialization of Recursive Mixture-Based Clustering for Non-negative Data , Informatics in Control, Automation and Robotics. ICINCO 2017., p. 679-698 , Eds: Gusikhin O., Madani K. [2020] Download DOI: 10.1007/978-3-030-11292-9_34
  2. Suzdaleva Evgenia, Nagy Ivan :  Mixture Initialization Based on Prior Data Visual Analysis , Intuitionistic Fuzziness and Other Intelligent Theories and Their Applications, p. 29-49 , Eds: Hadjiski M., Atanassov K. [2019] Download DOI: 10.1007/978-3-319-78931-6_3
  3. Nagy Ivan, Suzdaleva Evgenia :  Clustering Non-Gaussian Data Using Mixture Estimation with Uniform Components , Practical Issues of Intelligent Innovations. Studies in Systems, Decision and Control, p. 313-330 , Eds: Sgurev V., Jotsov V., Kacprzyk J. [2018] Download DOI: 10.1007/978-3-319-78437-3_14
  4. Nagy Ivan, Suzdaleva Evgenia :  Algorithms and Programs of Dynamic Mixture Estimation. Unified Approach to Different Types of Components, Springer, (Cham 2017) SpringerBriefs in Statistics [2017] Download DOI: 10.1007/978-3-319-64671-8

  1. Suzdaleva Evgenia, Nagy Ivan :  An online estimation of driving style using data-dependent pointer model , Transportation Research. Part C: Emerging Technologies vol.86, 1 (2018), p. 23-36 [2018] Download DOI: 10.1016/j.trc.2017.11.001
  2. Nagy Ivan, Suzdaleva Evgenia :  On-line mixture-based alternative to logistic regression , Neural Network World vol.26, 5 (2016), p. 417-437 [2016] Download DOI: 10.14311/NNW.2016.26.024

  1. Nagy Ivan, Suzdaleva Evženie, Pecherková Pavla :  Clustering and Classification Using Recursive Mixture Estimation. Software package, ( 2018) [2018] Download Download
  2. Suzdaleva Evgenia, Nagy Ivan, Petrouš Matej :  Recursive Clustering Hematological Data Using Mixture of Exponential Components , Proceedings of International Conference on Intelligent Informatics and BioMedical Sciences ICIIBMS 2017, p. 63-70, International Conference on Intelligent Informatics and BioMedical Sciences ICIIBMS 2017, (Okinawa, JP, 20171124) [2017] Download DOI: 10.1109/ICIIBMS.2017.8279700
  3. Nagy Ivan, Suzdaleva Evgenia, Petrouš Matej :  Clustering with a Model of Sub-Mixtures of Different Distributions , Proceedings of IEEE 15th International Symposium on Intelligent Systems and Informatics SISY 2017, p. 315-320, IEEE 15th International Symposium on Intelligent Systems and Informatics (SISY 2017), (Subotica, RS, 20170914) [2017] Download DOI: 10.1109/SISY.2017.8080574
  4. Pecherková Pavla, Nagy Ivan :  Analysis of discrete data from traffic accidents , 2017 Smart City Symposium Prague (SCSP), 2017 Smart City Symposium Prague (SCSP), (Prague, CZ, 20170525) [2017] Download DOI: 10.1109/SCSP.2017.7973843
  5. Suzdaleva Evgenia, Nagy Ivan, Pecherková Pavla, Likhonina Raissa :  Initialization of Recursive Mixture-based Clustering with Uniform Components , Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2017), p. 449-458, The 14th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2017), (Madrid, ES, 20170726) [2017] Download DOI: 10.5220/0006417104490458
  6. Pecherková Pavla, Nagy Ivan :  Logistic Regression with Expert Intervention , SCSP 2016. Smart Cities Symposium Prague, p. 1-5, SCSP 2016. Smart Cities Symposium, (Prague, CZ, 20160526) [2016] Download DOI: 10.1109/SCSP.2016.7501032
  7. Suzdaleva Evgenia, Nagy Ivan, Mlynářová Tereza :  Expert-based Initialization of Recursive Mixture Estimation , Proceedings of 2016 IEEE 8th International Conference on Intelligent Systems, p. 308-315, 2016 IEEE 8th International Conference on Intelligent Systems IS'2016, (Sofia, BG, 04.09.2016-06.09.2016) [2016] Download DOI: 10.1109/IS.2016.7737439
  8. Nagy Ivan, Suzdaleva Evgenia, Mlynářová Tereza :  Mixture-based Clustering Non-gaussian Data with Fixed Bounds , Proceedings of 2016 IEEE 8th International Conference on Intelligent Systems, p. 265-271, 2016 IEEE 8th International Conference on Intelligent Systems IS'2016, (Sofia, BG, 04.09.2016-06.09.2016) [2016] Download DOI: 10.1109/IS.2016.7737431
  9. Likhonina Raissa, Suzdaleva Evgenia, Nagy Ivan :  Comparison of mixture-based classification with the data-dependent pointer model for various types of components, ÚTIA AV ČR, (Praha 2016) Research Report 2355 [2016] Download
  10. Nagy Ivan, Suzdaleva Evgenia, Pecherková Pavla :  Comparison of Various Definitions of Proximity in Mixture Estimation , Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2016), p. 527-534, International Conference on Informatics in Control, Automation and Robotics /13./ (ICINCO 2016), (Lisbon, PT, 20160729) [2016] Download DOI: 10.5220/0005982805270534
  11. Nagy Ivan, Suzdaleva Evgenia, Mlynářová Tereza :  Mixture Multi-Step-Ahead Prediction , Proceedings of the 16th conference of the Applied Stochastic Models and Data Analysis (ASMDA) International Society, p. 727-738, The 16th conference of the Applied Stochastic Models and Data Analysis (ASMDA) International Society, (Piraeus, GR, 30.06.2015-4.07.2015) [2015] Download
  12. Suzdaleva Evgenia, Nagy Ivan, Mlynářová Tereza :  Recursive Estimation of Mixtures of Exponential and Normal Distributions , Proceedings of the 2015 IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), p. 137-142, International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications /8./ (IDAACS'2015), (Warsaw, PL, 24.09.2015-26.09.2015) [2015] Download DOI: 10.1109/IDAACS.2015.7340715