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Browsing School of Information Technologies and Engineering by Issue Date

Browsing School of Information Technologies and Engineering by Issue Date

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  • Automatic Number Plate Recognition Technologies for Azerbaijani Vehicle Registration Plates 
    Huseynov, Kamran (ADA University, 2022-04)
    Vehicle monitoring on road surveillance and parking lot management is one of the global problems in the computer vision field that requires the application of practical and contemporary technologies. The main applications ...
  • Probabilistic Image Processing and Recognition Model for the Azerbaijani Sign Language 
    Nazimzada, Aykhan (ADA University, 2022-04)
    As technology is being improved day by day, accessibility to the different resources is being cleared up. Today, several technologies are aimed to solve problems for disabled people. One of the obstacles is that people ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • Sentiment and Emotion Analysis of a text in Azerbaijani language 
    Aliyeva, Leyla (ADA University, 2022-04)
    Since the technology evolves day by day, it is undeniable fact that the interaction between people and technology has been changed dramatically. All these changes result in the huge amount of data and information flow ...
  • Text-Dependent Speaker Identification 
    Akhundova, Natavan (ADA University, 2022-04)
    Speaker identification is a process of identifying a person who is speaking and is very useful in applications such as customer service or even in investigations and reporting forensic evidence. This study focuses on ...
  • Optical Structure Recognition of Chemical Images Using Transformers 
    Musazade, Fidan (ADA University, 2022-04)
    The problem of optical chemical structure recognition has been tackled by various researchers using both rule-based and machine learning approaches. However, it still does not have a viable solution that would produce ...
  • A Non-linguistic Speech Emotion Recognition 
    Aslanov, Mustafa (ADA University, 2022-04)
    In computer-human interaction, understanding human behavior is one of the main tasks for a machine to make the whole process as natural as possible. Conversation is one of the quickest and most natural methods of ...
  • Development of Dialogue Management System for Azerbaijani Language 
    Bayramova, Aygul (ADA University, 2022-04)
    The intensive advancements of dialogue systems (DMS) for numerous businesses has resulted from the rapid expansion in conversational AI and user chat data. However, relatively little research has been done on low-resource ...
  • Data collection, augmentation, classification, and generation for a sign language 
    Dadash-zada, Samir (ADA University, 2022-04)
    This thesis discusses and brings a wide range of solutions for different aspects of the data collection, augmentation and generation for an automatic sign language to text translation system. Even though the data ...
  • Lexicon-based approach to the Sentiment and Emotion Analysis of a text in Azerbaijani language 
    Mammadnaghiyev, Kheybar (ADA University, 2022-04)
    Sentiment Analysis of a text and Emotion Analysis of a text in the Azerbaijani language has been recently at the center of attention as a research topic. Although different approaches have been applied to this topic, ...
  • Age-group and gender identification from speech in Azerbaijani language 
    Aliyeva, Farida (ADA University, 2022-04)
    Our Speech comprises of paralinguistic features such as: identity, age, gender, accent etc. The objective of this paper is to identify, the age-group and gender of the speaker from Azerbaijani speech. The paper will ...
  • Development of Text Data Augmentation methods for Azerbaijan language 
    Mukhtarov, Yusif (ADA University, 2023-04)
    Dataset or model? This question is frequently asked by newcomers to the realm of machine learning. Many would structure their thoughts as follows: There is always the option to conduct hyperparameter tuning and train the ...
  • Topology optimization using Generative Models 
    Mirzayev, Ilham (ADA University, 2023-04)
    Manufacturing has always sought to decrease production costs and increase efficiency. Moreover, it also needs to consider the environmental impact. Topology Optimization is a way to achieve both by reducing material used ...
  • 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, ...
  • 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 ...
  • 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, ...

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