School of Information Technologies and Engineering: Recent submissions

  • The Principle and Controls of the Distributed Generation of the Renewable Energy sources 
    Nasrullayev, Seymur (ADA University, 2023-12)
    The integration of renewable energy sources and load represents challenges for the economical operation of the grid, while also giving rise to power quality issues. Extensive research has been undertaken in order to mitigate ...
  • EV Charging Infrastructure and V2G Concept 
    Guliyev, Sabir (ADA University, 2023-12)
    The increasing concern over climate change requires the widespread deployment of electric vehicles (EVs). The adoption of electric vehicles involves the establishment of a charging infrastructure. This thesis presents a ...
  • Voltage and Frequency Control in Renewable Rich Microgrid 
    Valiyev, Mehdi (ADA University, 2023-12)
    The increasing integration of renewable energy sources into microgrids has resulted in a fundamental transformation of the power distribution framework. This study examines the essential elements of voltage and frequency ...
  • Text to speech system for Azerbaijani language 
    Aghalarli, Yusif (ADA University, 2023-04)
    This Master thesis focuses on the development of a Text-to-Speech (TTS) system for the Azerbaijani language. TTS technology has been gaining popularity due to its ability to generate human-like speech from written text, ...
  • Blockchain Technology as a Security Layer for Sharing Large Files 
    Shukur, Nihad (ADA University, 2023-04)
    In today’s digitally-driven world, exchanging and preserving private files has grown into a crucial aspect of our daily routines. Both enterprises and individuals regularly send and obtain confidential papers, pictures, ...
  • Semi-automated Data Cleaning 
    Karimli, Reyhana (ADA University, 2023-04)
    The aim of this master thesis was to develop a semi-automated data cleansing tool that can automatically perform data cleansing procedures on noisy datasets with minimal user input, resulting in clean and quality datasets ...
  • Comparative Analysis of Azerbaijani E-Government Websites for Efficiency Improvement 
    Imanov, Emil (ADA University, 2023-04)
    This Master Thesis analyzes the current status of e-government portals in Azerbaijan, specifically selected five modules of e-taxes.gov.az websites. The analysis is comparative, where there are selected 5 international ...
  • Transformation of SQL Databases models to NoSQL 
    Umudzade, Turgay (ADA University, 2023-04-24)
    The rapid growth of data-driven applications and the increasing need for flexibility and scalability in database systems have led to a surge in interest in NoSQL databases. As organizations transition from traditional ...
  • Quantitative and Semantic Analysis of National Azerbaijan Corpus 
    Asgarzade, Abdulla (ADA University, 2023-04)
    This master thesis focuses on the quantitative (statistical) and semantic analysis of the Azerbaijani language corpus. The research begins with the creation of the corpus by collecting textual data on Azerbaijani ...
  • Development of Large-scale National Azerbaijan Corpus with UI and Functionality 
    Alizada, Emin (ADA University, 2023-04)
    This paper presents the creation of a large-scale Azerbaijani language corpus with more than 50 million tokens, and the development of several functionalities for language analysis and corpus linguistics, including Word ...
  • Text Summarization in Azerbaijani Language 
    Aliyev, Azar (ADA University, 2023-04)
    The research aims to answer the question of how to achieve text summarization in the Azerbaijani language. There are two types of text summarization, being extractive and abstractive. Abstractive text summarization is ...
  • Spelling Correction for Azerbaijani Language Using Sequence to Sequence Model 
    Dashdamirli, Asad (ADA University, 2023-04)
    In natural language processing (NLP), spelling correction is an essential task which seeks to automatically correct misspelled words in text documents,. This thesis focuses on Azerbaijani language spelling correction, ...
  • Defining Linearizability in Distributed Systems by Linearizability Checker 
    Naghiyev, Hasan (ADA University, 2023-04)
    Distributed systems are a vital part of contemporary computing infrastructure, and upholding data consistency across these systems is an essential aspect of their design. Consistency models, including strong, sequential, ...
  • Large Scale Classification and Clusterization of COVID-19 Related Papers 
    Talibzade, Rustam (ADA University, 2023-04)
    The year 2020 is mostly associated with the outbreak of COVID-19 caused by SARS-CoV 2 coronavirus due to immeasurable effects on our lives. The humanity faced unexpected challenges that were not faced in recent history. ...
  • Protecting Machine Learning models against Adversarial Attacks 
    Shahbandayeva, Lala (ADA University, 2023-04)
    Machine Learning and Deep Learning have been widely used in different domains and showed their performance in many applications such as fraud detection, speech recognition, etc. One of the domains in which Machine Learning ...
  • Computing Infrastructure and Data Pipeline for Enterprise-scale Data Preparation: Scalability Optimization Study 
    Akhund, Sadig (2023-04)
    In today's data-driven landscape, enterprises face significant challenges in managing and processing massive amounts of data for meaningful insights and informed decision-making. Data preparation, a critical process ...
  • Music Genre Detection using Deep Learning Techniques 
    Karimov, Ilyas (ADA University, 2022-04)
    The purpose of this study is to compare various methods for detecting the genre of music using machine learning algorithms. The findings are obtained using Neural Network, Convolutional Neural Network, and Recurrent ...
  • Low-Quality Position-Agnostic Image Recognition Using Sequence Models 
    Jamalova, Narmin (ADA University, 2022-04)
    Information contained in printed or digitized chemical structures is required to research and develop new chemical products. Currently, few automatic recognition and translation systems of structural formulas exist in ...
  • Graph-Based Visualization & Analysis of Azerbaijani Web 
    Bagiyev, Aydin (ADA University, 2022-04)
    A full understanding of the local Azerbaijani web space is necessary to analyze information flow patterns and influences in the local network and review the dependency of Azerbaijan on external sources in case of ...
  • Challenges and Solutions in Face Detection and Recognition using Deep learning based approaches 
    Jafarov, Farid (ADA University, 2022-04)
    Taking an advantage of improving technology, dozens of software solutions have developed which use biometrical features of an individual as a source. The face of a person was always a target biometrics for computer ...

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