• Power Grid Planning and Operation Considering Electric Vehicle Proliferation 

  Murshudlu, Huseyn (ADA University, 2024)

  In integrating electric vehicles into the power grid, a new milestone will be achieved towards the worldwide change in sustainable energy systems. Apart from altering the face of ground transportation, electric vehicles ...
• Voltage Regulations in Electrical Systems 

  Zulfigarov, Asgar (ADA University, 2024)

  Voltage regulation challenges are important from both perspectives: the stability of the grid and reliability of power delivery, especially in modern electrical grids that are facing a rapidly increasing share of renewable ...
• LCL Filter Design Optimization 

  Aslanova, Ayna (ADA University, 2025)

  Active damping, as implemented in the fourth method, dynamically suppresses resonance and adapts to varying grid conditions, resulting in the lowest THD and highly effective ripple attenuation. Unlike passive damping ...
• Predictive Scaling and Load Balancing for Kubernetes-Based Microservices 

  Suleymanli, Emil (ADA University, 2025-04)

  Kubernetes has emerged as the standard platform for managing microservices at scale, offering robust orchestration capabilities. However, ensuring optimal performance under dynamic and often predictable workload fluctuations ...
• Exploring Multi-Modal Natural Language Processing Methods for Effective Social Media Post Classification 

  Talibzade, Nazim (ADA University, 2025)

  People are connected now through social media and not just in-person interactions. Every year, there are more social media applications, and with them comes increased user engagement and posts being shared. Hence, a good ...
• Detecting Fake News Using Natural Language Processing Techniques in Azerbaijani Language 

  Hasanzada, Azar (ADA University, 2025)

  The detection of fake news has become an increasingly critical challenge in the digital information age, particularly for low-resource languages like Azerbaijani, where limited resources exist for automated misinformation ...
• Improving Named Entity Recognition for the Azerbaijani Language Using Neural and Non-Neural CRF-Based Models 

  Aliyev, Tofig (ADA University, 2025-04)

  In this thesis, Named Entity Recognition (NER) as applied to the Azerbaijani language is studied. The Azerbaijani language is both a morphologically rich language, and a lowresource language. Due to a lack of annotated ...
• From Local to Distributed: Avoiding Single-Threaded Thinking in Apache Spark Development 

  Ismayilova, Kamila (ADA University, 2025-04)

  This thesis explores the impact of single-threaded thinking on the performance and efficiency of Apache Spark applications. Many developers transitioning from local computing models struggle to fully embrace Spark’s ...
• Urban Exploration of Içərişəhər: Data Integration and Pathfinding System 

  Aliyev, Abbas (ADA University, 2023)

  Navigating through historical urban districts as İçərişəhər or the Old City of Baku ushers in new challenges never met in the typical navigation systems. The usual tools are inclined upon path analysis on the basis that ...
• Exploring the Use of Knowledge Graphs in Enhancing Natural Language Understanding for Conversational AI 

  Guliyeva, Fidan (ADA University, 2025)

  Recent advancements in large language models have significantly contributed to the capabilities of conversational AI systems by empowering coherent, context-aware dialogues across a wide range of topics. Although large ...
• A Semi-Automated Framework for Executing and Managing Application-Level Tests 

  Hajibalayeva, Maryam (ADA University, 2025-04)

  This thesis presents a semi-automated testing framework for use in application-level testing of Java systems. The framework is intended for small-to-medium development teams, allowing them to scale their testing efforts ...
• Evaluating Language Understanding and World Knowledge of Large Language Models in Turkic Languages 

  Isbarov, Jafar (ADA University, 2024-04)

  MMLU is one of the most widely used and referred-to benchmarks for LLM performance [19]. It consists of multiple-choice questions on elementary, high school, college, and professional topics. MMLU benchmark was designed ...
• Lattice-Based Identity-Based Encryption: Foundations, Constructions and Implementation 

  Aghayev, Agha (ADA University, 2025-04)

  Traditional public key encryption (PKE) is widely used over the internet and overcomes the key distribution problem. However, accessing the correct public keys of users still remain as a challenge. The Public Key ...
• Implementation of Database Architecture and Interface Design for the Interactive Urban Navigation System of Icherisheher 

  Algayeva, Huru (ADA University, 2025-04)

  The study examines the development of an interactive urban navigation system to be relevant to historical urban areas, such as by the case study of Icherisheher, UNESCO World Heritage site in Baku, Azerbaijan. Indeed, ...
• U-Net Based Medical Image Segmentation on Breast Cancer Mammograms 

  Hajisoy, Minura (ADA University, 2025-04)

  Breast cancer is still one of the main causes of cancer related mortality for the women throughout the world, where almost 670 000 reported death and over 2.3 million new cases in 2022. For improving the outcomes and ...
• A Hybrid MLP-CNN Generator for Medical Image Synthesis with WGAN-GP: Application to Breast Cancer Imaging 

  Alili, Rumiyya (ADA University, 2025-04)

  Medical imaging serves as a powerful instrument for diagnosing and treating various diseases; however, the development of robust deep-learning models has been stifled by the problems of scarcity as well as imbalance in the ...
• Regression on Interatomic Descriptor Data: Direct Solution Strategies for Linear Regression in CPU and Memory-Constrained Environments 

  Dashdamirov, Dursun (ADA University, 2024)

  Molecular-dynamics (MD) simulations convert Newton’s laws into atom-by-atom trajectories, from which pressure, temperature, and free energy are extracted for various experiments. While simulating any atomic environment, ...
• Design and Implementation of a Graph Analytics Package for Medley Interlisp 

  Aliyev, Farid (ADA University, 2025-04)

  Graph analytics is a critical field today for understanding the organization and behavior of intricate systems, and its applications are ubiquitous in social networks, transportation systems, scientific computing, and ...
• Refining Neural Network Interpretability through Activation Modification Techniques: An Exploration of Threshold-Based Approaches 

  Mammadova, Nigar (ADA University, 2025-04)

  Interpretability in deep learning models has recently emerged as a major and growing concern, especially in high-stakes settings such as medical diagnostics. This thesis focuses on the problem of how to design real ...
• Model for Automated Parallelization in Microservices Using Blackboard Systems and Linda Tuple Spaces 

  Asadov, Toghrul (ADA University, 2025-04)

  This thesis proposes the development of a parallelization framework that optimizes task execution in distributed systems based on microservices. The prevailing methods of parallel computation characterized by static ...

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