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School of Information Technologies and Engineering: Recent submissions

Now showing items 41-60 of 61

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 ...
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 ...
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 ...
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 ...
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 ...
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 ...

Now showing items 41-60 of 61

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