Ms. Sofiia Drozd | Remote Sensing | Best Researcher Award

Ms. Sofiia Drozd, Remote Sensing, Best Researcher Award

Sofiia Drozd at National Technical University of Ukraine, Ukraine

Professional Profile

🌟 Summary:

Sofiia Drozd is a dedicated Master’s student at NTUU KPI, specializing in Mathematical Modeling and Data Analysis, and a researcher at the Space Research Institute NASU-SSAU. Her expertise spans machine learning, remote sensing, and satellite data processing, with significant contributions to global projects supported by organizations like the World Bank and Horizon Europe. Sofiia’s research focuses on developing algorithms for environmental monitoring, land use analysis, and renewable energy assessment. She actively contributes to Ukraine’s energy sector recovery and agricultural damage assessment efforts, aiming to restore stability and sustainability in both domains.

🎓 Education:

Master’s student in Mathematical Modeling and Data Analysis, NTUU KPI

💼 Professional Experience:

Researcher, Space Research Institute NASU-SSAU

🔬 Research Areas:

  • AI and machine learning
  • Remote sensing
  • Satellite data processing
  • GIS

📖 Publications Top Noted:

Paper Title: Solar energy potential mapping in Ukraine through integration of GIS, remote sensing, and fuzzy logic
  • Authors: Sofiia Drozd, Nataliia Kussul
  • Journal: European Journal of Remote Sensing
  • Year: 2024
Paper Title: Evaluating the Impact of Armed Conflict on Agricultural Sector in Ukraine through Remote Sensing and Machine Learning
  • Authors: Sofiia Drozd, Nataliia Kussul, Hanna Yailymova
  • Year: 2024
Paper Title: War damage detection based on satellite data
  • Authors: Andrii Shelestov, Sophia Drozd, Polina Mikava, Illia Barabash, Hanna Yailymova
  • Year: 2023
  • Citations: 5
Paper Title: Assessing damage to agricultural fields from military actions in Ukraine: An integrated approach using statistical indicators and machine learning
  • Authors: Nataliia Kussul, Sofiia Drozd, Hanna Yailymova, Andrii Shelestov, Guido Lemoine, Klaus Deininger
  • Journal: International Journal of Applied Earth Observation and Geoinformation
  • Year: 2023
  • Citations: 3
Paper Title: Generative adversarial network augmentation for solving the training data imbalance problem in crop classification
  • Authors: Leonid Shumilo, Anton Okhrimenko, Nataliia Kussul, Sofiia Drozd, Oleh Shkalikov
  • Year: 2023
  • Citations: 3

Marina-Ivasic Kos-Drone Imaging-Excellence In Research

Prof Dr. Marina-Ivasic Kos-Drone Imaging-Excellence In Research

University of Rijeka-Croatia

Author Profile

Early Academic Pursuits

Prof Dr. Marina Ivašić-Kos embarked on her academic journey in the field of computer science, laying the foundation for a distinguished career. Beginning with her Bachelor's degree at the Faculty of Philosophy, University of Rijeka, she majored in Computer Science and Mathematics, demonstrating her early interest and commitment to the core disciplines of her future endeavors. Her academic pursuits continued with a Master's degree in Information Science at the Faculty of Philosophy, University of Zagreb. During this period, she delved into diverse subjects like Mathematics, Likeness and Statistics, and Expert Systems.

Building upon her master's studies, Marina pursued a Ph.D. in Computer Science at the Faculty of Electrical Engineering and Computing, University of Zagreb. This marked a crucial phase where she not only acquired advanced knowledge but also developed research skills that would become instrumental in her future contributions to the field.

Professional Endeavors

Marina's professional journey has been characterized by a diverse range of roles, each contributing to her multifaceted expertise. Starting as an Assistant at the Department of Informatics, University of Rijeka, she gradually climbed the academic ladder, assuming roles such as Assistant Professor, Associate Professor, and eventually achieving the position of Professor.

Her leadership roles within the Faculty of Informatics and Digital Technologies, University of Rijeka, and the Centre for Artificial Intelligence and Cybersecurity highlight her administrative acumen. Notably, she served as the Dean of the Faculty and Head of the Department of Informatics, demonstrating her commitment to academic leadership and institution-building.

As the Head of the Laboratory for Pattern Recognition and Soft Computing and later the Head of the Laboratory for Computer Vision, Virtual and Augmented Reality at the Centre for Artificial Intelligence, Marina showcased her prowess in cutting-edge areas of computer science. Her responsibilities included teaching a spectrum of courses, from Object Oriented Programming to Computer Vision, Image Processing, and Pattern Analysis.

Contributions and Research Focus On Drone Imaging

Prof Dr. Marina Ivašić-Kos's contributions to the field of computer science extend beyond the classroom. As a project leader and researcher in scientific projects, she has actively contributed to the advancements in computer vision. Notable projects include participation in EU Horizon Inno2Mare, EDIH Adria, and Digital4Security, demonstrating her engagement with both national and international research initiatives.

Her role as the President of the Publishing Committee at the Department of Informatics underscores her commitment to academic dissemination and knowledge-sharing. The establishment and leadership of the Intelligent Systems Laboratory further emphasize her dedication to fostering specialized research environments.

Accolades and Recognition

Throughout her career, Marina has received recognition for her scholarly contributions. Her identification number from Records of Scientific Workers, ORCID, Researcher ID, and Scopus ID are testaments to her scholarly impact and presence within the academic community.

Impact and Influence

Prof Dr. Marina Ivašić-Kos's influence extends beyond her immediate academic community. As a member of various councils, committees, and working bodies, including the Council for Internationalization, Research and Projects, and YUFE UNIRI, she has actively contributed to shaping the strategic direction of the University of Rijeka. Her involvement in the committee for the strategy of the University further exemplifies her commitment to the broader goals of academic institutions.

Legacy and Future Contributions

Prof Dr. Marina Ivašić-Kos's legacy lies in her extensive contributions to academia, research, and institutional development. Her focus on intelligent systems, computer vision, and related fields has left an indelible mark. Looking ahead, her continued involvement in projects, leadership roles, and commitment to education positions her as a stalwart contributor to the future advancements in computer science and artificial intelligence.

In summary, Marina Ivašić-Kos's academic journey, professional endeavors, and impactful contributions collectively portray a distinguished career marked by leadership, research excellence, and a commitment to advancing the frontiers of knowledge in computer science. Her multifaceted roles within academia and research institutions underscore her enduring influence on the field and set the stage for continued contributions in the years to come.

Notable Publication