Publications

• Plamen Parushev,Prolet Deneva,Zoya Tsoneva,Ginka Marinova "A method for creating a criterion-referenced assessment of bird vocalization recognition"5th International Conference on Communications, Information, Electronic and Energy Systems (CIEES 2024)20 – 22 November, 2024, Veliko Tarnovo, Bulgaria(in print)
• Marinova G., Todorova, M., "Regression Analysis for Predicting Health Insurance," 2023 4th International Conference on Communications, Information, Electronic and Energy Systems (CIEES), Plovdiv, Bulgaria, 2023, pp. 1-4, doi: 10.1109/CIEES58940.2023.10378755.
• Kalcheva N., G. Marinova, M. Todorova, Comparative Analysis of the Bernoulli and Multinomial Naive Bayes Classifiers for Text Classification in Machine Learning, International Conference “Automatics and Informatics’2023”, October 5-7 2023, pp. 28-31, Varna, Bulgaria ISBN: 979-835031291-1, doi: 10.1109/ICAI58806.2023.10339077
• Kalcheva N., G. Marinova, M. Todorova, I. Penev, Comparing Accuracy and Time of Support Vector Machine with Different Kernels for Handwritten Digits Classification, 2023 International Conference Automatics and Informatics (ICAI), Varna, Bulgaria, 2023, ISBN: 979-835031291-1, pp. 41-44, doi: 10.1109/ICAI58806.2023.10339017.
• Marinova, G., Todorova, M., Validation and evaluation of models in the study of characteristic descriptors based on patients’ gender, 2022 International Conference Automatics and Informatics (ICAI), Varna, Bulgaria, 2022, pp. 169-172, doi: 10.1109/ICAI55857.2022.9959972.
• Todorova, M., Kalcheva, N., Marinova, G., Classification of oncological medical institutions on the basis of patient survival and topographic code of the disease, 57th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST), 2022, DOI: 10.1109/ICEST55168.2022.9828601
• Маринова Г. Предимства и недостатъци на съвременни софтуерни рамки, списание КНТ, 2022 ТУ Варна, България, ISSN 1312-3335 стр. 91-99, http://csejournal.cs.tu-varna.bg/cse_journal_2_2022.pdf
• Маринова Г. Сравнение на алгоритми за клъстеризация на данни, списание КНТ, 2022 ТУ Варна, България, ISSN 1312-3335 стр. 83-90, http://csejournal.cs.tu-varna.bg/cse_journal_2_2022.pdf
• Арабаджиева – Калчева Н., Маринова, Г., Тодорова М., Гаусов Наивен Бейсов Класификатор, списание КНТ, 2022 ТУ Варна, България, ISSN 1312-3335 стр. 63-67, http://csejournal.cs.tu-varna.bg/cse_journal_1_2022.pdf
• Marinova, G., Kalcheva, N., Distress Study Through Machine-Learning Techniques, 2021 International Conference on Biomedical Innovations and Applications (BIA), DOI: 10.1109/BIA52594.2022.9831227
• Маринова Г. Изследване и обработка на данни за дистрес при пациенти с онкологични заболявания, списание КНТ, 2021 ТУ Варна, България, ISSN 1312-3335 стр. 118-123,
• Marinova, G., Todorova, M., Classification tasks solving with machine learning methods, XXIX International Scientific Conference Electronics - ET2020, September 16-18, 2020, Sozopol, Bulgaria, DOI: 10.1109/ET50336.2020.9238218
• Todorova, M., Marinova, G., Methods of machine learning in oncology, XXIX International Scientific Conference Electronics - ET2020, September 16 - 18, 2020, Sozopol, Bulgaria, DOI: 10.1109/ET50336.2020.9238263
• Kalcheva, N., Todorova, M., Marinova, G., Naive Bayes Classifier, Decision Tree and AdaBoost Ensemble Algorithm. Advantages and disadvantages, 6th International Scientific Conference Knowledge Based Sustainable Development – ERAZ 2020, DOI: https://doi.org/10.31410/ERAZ.2020.153
• Marinova, G., Ganchev, T., Nikolov, N., Synthesis of Characteristic Descriptors for the Detection of Distress, International Conference on Biomedical Innovations and Applications - BIA-2020, DOI: 10.1109/BIA50171.2020.9244488
• Marinova, G., Ganchev, T., Nikolov, N., Application of machine learning methods for prediction of distress in patients with oncological diseases, Vol 4 No 2 (2020): Annual Journal of Technical University of Varna, pp. 130-137, 2020
• Маринова Г. Машинното обучение за изследване на дистрес при пациенти с онкологични заболявания, списание КНТ, ISSN 1312-3335, Година XVIII, Брой 1/2020 ISSN 1312-3335 стр. 133-140
• Маринова Г., Тодорова, М., Обзор на техники за извличане на данни в онкологията и психоонкологията, списание КНТ, ISSN 1312-3335, Година XVIII, Брой 1/2020, стр. 141-147
• Тодорова М., Калчева Н., Маринова, Г., Николов, Н., Обзор и класификация на методи и задачи в Data Mining, Survey and classification of methods and tasks in Data Mining”, VIII Internacional Scientific Conference Engineering. Technologies.Eucation. Safety, Borovets, Bulgaria, ISSN 2535-0315, Vol. 2, 2020 стр