AI 2025
Workshop on Artificial Intelligence 2025

Table of Contents

• Preface
  Summary: There were 35 papers submitted for peer-review to this workshop. Out of these, 23 papers were accepted for this volume, 18 as regular papers and 5 as short papers.

Regular Papers

• Deep reinforcement learning for cost-efficient resource management in hybrid cloud environments
  Bekzat Kobei , Nurgul Seilova , Zarina Kashaganova
• Data-driven optimization of YOLOv8n for drone search missions
  Dinmukhammed Orkushpayev , Saya Sapakova , Zhansaya Bekaulova , Aknur Yemberdiyeva , Aigul Agybayeva
• Hybrid AI models for forecasting nonlinear environmental impacts in fixed-budget IT projects
  Roman Kulyk , Viktor Morozov
• Artificial intelligence for sustainable innovation in visual media: modernizing graphic design workflows in line with SDG 9
  Altynay Zhumakhanova , Gulmira Shakmetova , Ha Jin Hwang , Aidiye Aidarbekov
• Optimizing urban evacuation: AI-driven analysis of transportation bottlenecks in Almaty
  Gulnara Bektemyssova , Ulzhan Kokenova , Symbat Mamanova
• Prosody-aware dual-stream neural model for speaker-adaptive voice command recognition
  Oleksii Matsiievskyi , Ihor Bosenko , Igor Achkasov , Illia Sachenko
• Intelligent control of fluid transport on mobile rovers to minimize spillage
  Dinara Zhussupova , Zamira Abdikalikova , Marat Nurtas
• The heart disease prediction using machine learning algorithms
  Zhanerke Temirbekova , Zhansaya Bekaulova , Sakhybay Tynymbayev , Rashidam Mametova
• Comparison of neural network models for prediction cryptocurrency price volatility in trading pairs
  Samat Mukhanov , Kaisar Bekbolat , Ikram Bazarbekov , Saule Amanzholova , Kymbat Seilkhanova , Galym Kapyshev
• Developing multidimensional and geospatial classification models for passenger complaints on smart city platforms
  Daniyar Rakhimzhanov , Aigerim Mansurova , Didar Yedilkhan
• AI innovation vs. disinformation: The dual role of deepfake technology
  Temirlan Ramazan , Ha Jin Hwang , Askar Murat , Aidiye Aidarbekov
• Integrating symbolic execution and machine learning for automated test generation in system-level programming languages vision
  Symbat Nurgaliyeva , Sanzhar Kuandyk , Zhuldyz Basheyeva , Maxot Rakhmetov , Roman Hrmo
• Artificial intelligence and remote sensing for deforestation monitoring: a comprehensive review
  Zhuldyz Basheyeva , Arlan Manap , Nurzhamal Kashkimbayeva , Nurkhat Zhakiyev
• How can machine learning personalize educational content generated by LLMs
  Petr Tsekoyev , Talgat Sembayev , Zhanat Nurbekova
• Collocation point strategies in physics-informed neural networks: A comparative study on the Burgers’ equation
  Ruslan Krasnozhonov , Marat Nurtas , Zhazira Kadirbayeva , Galym Kapyshev
• A comparative analysis of machine learning algorithms for Sentinel-2 based mineral prospectivity mapping
  Marat Nurtas , Aidana Mergembayeva , Aizhan Ydyrys , Ruslan Krasnozhonov
• Integrating explainable AI for trustworthy machine learning-based Ad personalization in social media platforms
  Vyacheslav Pak , Riza Akhitova , Ha Jin Hwang , Aidiye Aidarbekov , Darkhan Bekuzak
• Deep learning and dimensionality reduction using PCA and LDA for cervical cancer diagnosis
  Ainur Srazh , Aizhan Altaibek , Marat Nurtas , Jandos Amankulov , Lashyn Adiat , Kassiyet Akimtay

Short Papers

• AI technologies in language education: Practical aspects and challenges of student usage
  Aigerim Kereibayeva , Fariza Abdraimova , Tolkyn Toktarova , Dinara Dyussenova , Dana Tsoy
• Physics-informed neural networks for one-dimensional heat transfer in climate models
  Marat Nurtas , Aizhan Ydyrys , Zhanibek Ydyrys
• Improving driver safety and trip quality through real-time anomaly detection with multi-model learning in taxi services
  Nesar Ahmad Bahin , Rahim Ahmed Druba , Gulzat Turken , Vladislav Karyukin
• Physics-informed neural networks for solving inverse gravimetry problem
  Marat Nurtas , Merey Kenzhebayeva
• AI in Kazakhstan education system
  Akkyz Mustafina , Artem Bykov , Syrym Zhakypbekov , Saken Mambetov , Serik Joldasbayev