Tkachyk O. Methods and tools for clustering heterogeneous data

Українська версія

Thesis for the degree of Doctor of Philosophy (PhD)

State registration number

0824U001153

Thesis Registration Form

0824U001153.pdf

Applicant for

Specialization

  • 122 - Комп’ютерні науки

Specialized Academic Board

ID 3239

Lviv Polytechnic National University

Essay

The dissertation is dedicated to the development of methods and means of artificial intelligence for the operational creation of user profiles for an online real estate market platform. In the future, this will allow system managers to conduct more operations with users and will increase user satisfaction due to more accurate proposals.

Read more

Research papers

Mytnyk B., Tkachyk O., Shakhovska N., Fedushko S., Syerov Y. Application of artificial intelligence for fraudulent banking operations recognition. Big Data and Cognitive Computing. 2023. Vol. 7, iss. 2. 93.

Ткачик О. А. Застосування методів кластеризації даних для створення цільових груп користувачів на ринку нерухомості. Вісник Хмельницького національного університету. Серія: Технічні науки. 2023. № 2 (319), т. 1. С. 300–307.

Boyko N. I., Tkachyk O. A. Сlustering algorithms and methods for diverse data. Науковий вісник Ужгородського університету. Серія "Математика і інформатика". 2023. Т. 42, № 1. С. 129–147.

Бойко Н. І., Ткачик О. А. Оцінка методів кластеризації різнотипових даних. Автоматизація технологічних i бізнес-процесів. 2023. Т. 15, вип. 1. С. 1–12.

Boyko N., Tkachyk O. Frequency pattern growth algorithm (FP) for multimodal data extraction. CEUR Workshop Proceedings. 2022. Vol. 3156 : Proc. of the 3rd intern. workshop on intelligent information technologies & systems of information security IntelITSIS 2022, Khmelnytskyi, Ukraine, March 23–25, 2022. P. 72–82.

Boyko N., Tkachyk O. Model for finding frequent sets in FP-growth for multimodal data. CEUR Workshop Proceedings. 2022. Vol. 3137 : Proc. of the 5th intern. workshop on computer modeling and intelligent systems CMIS-2022, Zaporizhzhia, Ukraine, May 12, 2022. P. 126–143.

Read more

Files

autoreferat-Ткачик_АНОТАЦІЯ.docx

Ткачик_дисертація.docx

Similar theses

0826U000585

Oleksandr R. Chaban

Methods and Means of Knowledge Integration in Artificial Intelligence Models of Medical Diagnostic Complexes

0826U000526

Andrii Y. Pryhoda

Design and Development of a CRM System Based on Microservice Architecture

0826U000518

Oleksandr Tereshchenko

Machine Learning Methods and Models for Detecting and Classifying Smart-Contract Vulnerabilities

0826U000516

Vitalii H. Falkevych

Methodology for Designing High-Load Web Systems: Architecture, Caching, and Optimization.

0826U000520

Yevhenii O. Klymenko

Information technology of educational analytics based on methods of intelligent data analysis