Project:DMEU/Научни резултати

Изследване на възможностите за използване на Data Mining за управление на процеси в електронен университет За проекта За тематиката Data mining Обобщени мрежи Интуиционистки размити множества Колектив Цели и задачи Научни резултати Научни форуми Data Mining in Electronic University (DMEU)

1. Sotirov, S., D. Orozova, E. Sotirova, Generalized net model of the process of the prognosis with feedforward neural network, Proc. of the XVI-th International Symposium on Electrical Apparatus and Technologies, SIELA 2009, Vol.1, 272-278.
2. Shannon, A., D. Dimitrakiev, E. Sotirova, M. Krawczak, T. Kim, Towards a Model of the Digital University: Generalized Net Model of a Lecturer’s Evaluation with Intuitionistic Fuzzy Estimations, Cybernetics and Information, Vol.9, No 2, 2009, 69-78.
3. Sotirov, S., D. Orozova, E. Sotirova, Neural network for defining intuitionistic fuzzy sets in e-learning, Тhirteen Int. Conf. on IFSs, Sofia, NIFS Vol. 15, 2009, 33-36.
4. Орозова, Д., Е, Сотирова, Моделиране чрез обобщена мрежа на процеса откриване на знания в бази от данни, Използване на невронни мрежи и обобщени мрежи за обучение и провеждане на аналитични изследвания, 2009. (под печат)
5. Е. Сотирова, Л. Димитрова, А. Чакърова, Г. Гордън, Г. Иновска, П. Илиева, Хр. Панайотов, Н. Неделчев, Е. Стоянов, Възможности за приложението на технологията Data Mining в електронен университет, Годишник на университет “Проф. д-р Асен Златаров” – Бургас, 2009, т. XXXVІII (1) (под печат)
6. Sotirova, E., D. Orozova, Generalized net model of the phases of the data mining process, Developments in Fuzzy Sets, Intuitionistic Fuzzy Sets, Generalized Nets and Related Topics. Foundation and Applications, Warsaw, Poland, 2009. (on press)
7. Vardeva, I., D. Valchev, Generalized net model of a standard ad hoc connection in wireless network, Developments in Fuzzy Sets, Intuitionistic Fuzzy Sets, Generalized Nets and Related Topics. Foundation and Applications, Warsaw, Poland, 2009. (on press)
8. Sotirova, E., Kr. Dimitrova, R. Papancheva, A Generalized Net Model for Analysis of a Student’s evaluations by Data Mining Techniques in the e-learning university, Proc. of the Tenth International Workshop on Generalized Nets, Sofia (on press)
9. D. Orozova, D., E. Sotirova, Generalized net model of the applying data mining tools, Proc. of the Tenth International Workshop on Generalized Nets, Sofia (on press)
10. I. Vardeva, S. Sotirov, Intuitionistic fuzzy estimation of damaged packets with multilayer perceptron, Proc. of the Tenth International Workshop on Generalized Nets, Sofia (on press)
11. Shannon, A., D. Orozova, E. Sotirova, M. Hristova, K. Atanassov, M. Krawczak, P. Melo-Pinto, R. Nikolov, S. Sotirov, T. Kim, Towards a Model of the Digital University: A Generalized Net Model for Producing Course Timetables and Subjects’ Quality Estimation, Advanced Intelligent Systems / IS From Theory to Practice, Springer, 2010, 373-381.
12. Sotirova, E., D. Orozova, Generalized net model of the phases of the data mining process, Developments in Fuzzy Sets, Intuitionistic Fuzzy Sets, Generalized Nets and Related Topics. Foundation and Applications, Warsaw, Poland, 2010, 247-260.
13. Sotirov, S., E. Sotirova, M. Krawczak, Application of data mining in digital university: multilayer perceptron for lecturer’s evaluation with intuitionistic fuzzy estimations, , Issues in Intuitionistic Fuzzy Sets and Generalized Nets, Vol. 8, Warsaw, Poland, 2010, 102-107.
14. Sotirova, E., T. Petkov, S. Surchev, M. Krawczak, Generalized net model of Clustering with Self Organizing Map, Developments in Fuzzy Sets, Intuitionistic Fuzzy Sets, Generalized Nets and Related Topics. Foundations and Applications Warsaw, Poland (in press).
15. Shannon, A., E. Sotirova, D. Orozova, Generalized net model of Using data mining techniques for process of undergraduate matriculation in а digital university, Proc. of the Eleven International Workshop on Generalized Nets and Second Int. Workshop on GNs, IFSs, KE London, 2010, 1-6.
16. Орозова, Д., Е. Сотирова, Прилагане на data mining техники в електронното обучение, научна конференция с международно участие “Предизвикателства пред висшето образование и научните изследвания в условията на криза”, 25-26 юни 2010, Бургас (под печат)
17. Tcheshmedjiev, P, Synchronizing parallel processes using generalized nets, Issues in Intuitionistic Fuzzy Sets and Generalized Nets, Vol. 8, Warsaw, Poland, 2010, 84-90.
18. Atanassova, V. Design of training tests on generalized nets, Intelligent Systems (IS), 2010 5th IEEE International Conference, 7-9 July 2010, 327 – 330.
19. Atanassov, Kr., E. Sotirova, D. Orozova, Generalized Net Model of an Intuitionistic Fuzzy Expert System with Frame-Type Data Bases and Different Forms of Hypotheses Estimations, Годишник на БСУ, Том XXI, 2010 (под печат)