Dr. Ghalia Nassreddine | Renewable System | Best Paper Award

Rafik Hariri University | Lebanon

Author Profile

Early Academic Pursuits

Dr. Ghalia Nassreddine began her academic journey with a profound interest in Information Technology and Systems, a foundation that would later become the bedrock of her career. Demonstrating a passion for innovation and education, she embarked on her teaching profession over 14 years ago in Lebanon, committing herself to both pedagogy and research. Her early academic orientation laid the groundwork for a career that seamlessly blended technological advancement with academic excellence.

Professional Endeavors

Dr. Nassreddine’s professional trajectory is marked by progressive academic leadership and extensive teaching experience. Currently serving as an Associate Professor at Rafik Hariri University, she actively contributes to curriculum development, student mentoring, and collaborative research initiatives. She also leads senior project supervision in collaboration with the University of Wollongong in Dubai. Previously, she was the Head of the Business Computing Department at Jinan University, where she spearheaded faculty management, academic programming, and research mentorship for both undergraduate and postgraduate students. Her earlier role at the Lebanese International University (LIU) as an Assistant Professor in Computer Science saw her coordinating and standardizing instructional strategies and assessments.

Contributions and Research Focus

Dr. Nassreddine has contributed extensively to interdisciplinary fields through both applied and theoretical research. Her primary research interests include machine learning, deep learning, data science, and their real-world applications in business analytics, power systems, healthcare, and intelligent transportation systems. She has delivered hands-on workshops and seminars on critical topics such as artificial intelligence, data visualization, Python programming, blockchain technology, and image processing—demonstrating a commitment to practical and accessible learning.

Impact and Influence

Her academic influence extends across multiple domains. Through workshops like Introduction to AI using Python and Data Science Hands-On Labs, she has empowered students and professionals alike with crucial digital skills. As a mentor and project supervisor, she has nurtured numerous student research works, including PhD and master’s theses. Her leadership in curriculum enhancement and ABET accreditation at Rafik Hariri University further underscores her impact on institutional growth. Her scholarly efforts have played a pivotal role in aligning IT education with evolving industry demands and societal challenges.

Academic Citations and Publications

Dr. Nassreddine is a prolific author and collaborator, having contributed to over a dozen book chapters, numerous peer-reviewed journal articles, and conference papers. Her book chapters published with Springer Nature, CRC Press, and IGI Global cover a wide spectrum, including AI in navigation systems, blockchain in healthcare, and IoT in transportation and energy systems. Notable journal publications include works on e-learning evaluation, network attack detection, credit card fraud detection, and solar photovoltaic power prediction. Her research has appeared in respected journals such as the International Journal of Electrical and Computer Engineering, Journal of Techniques, and NTU Journal of Engineering and Technology.

Legacy and Future Contributions

Looking ahead, Dr. Nassreddine is poised to continue her contribution to transformative technological and educational innovations. Her accepted papers in high-impact international conferences, such as the 9th International Conference on Information System Design and Intelligent Applications (ISDIA 2025) and the 5th International Conference on Electrical and Electronics Engineering in Australia, signal her sustained global engagement. Her work in Alzheimer’s detection using deep learning and Generative AI’s effect on student learning outcomes reflects her intent to influence both technology and pedagogy on a global scale. Dr. Nassreddine’s legacy is one of thought leadership, research excellence, and academic mentorship, shaping the future of intelligent systems and ethical AI integration.

Other Noteworthy Highlights

Workshops Delivered: Covering AI, Python programming, and data science across academic institutions in Lebanon.
Seminar Engagements: On blockchain, e-learning, and AI applications in renewable systems.
Technical Proficiency: Skilled in Python, Java, and advanced analytical tools to support her research and teaching.
Interdisciplinary Collaboration: Regularly partners with experts in healthcare, transportation, and renewable energy for co-authored publications.

Conclusion

Dr. Ghalia Nassreddine exemplifies the synergy between academic excellence and applied innovation. Her work stands at the crossroads of technology, education, and societal impact, addressing contemporary challenges through machine learning, deep learning, and digital transformation. Whether through her classroom, publications, or international engagements, she continues to shape future technologists and researchers with unwavering commitment and vision.

Notable Publications

"An Approach for Detecting Alzheimer's Disease Using Deep Learning Techniques"

Author: Amal ElArid; Ghalia Nassreddine; Mohamad Nassereddine; Obada Al-Khatib
Journal: Communications in Computer and Information Science
Year: 2025

"Enhancing the Efficacy of Short-Term Prediction Models for Solar Photovoltaic Systems: An Influence Examination of Chronological and Meteorological Factors"

Author: Ghalia Nassreddine; Amal El Arid; Mohamad Nassereddine; Obada Al-Khatib; Anas Arram; Abir El Abed
Journal: IEEE Access
Year: 2025

"The Performance Effect of Seasonality Feature in Solar Photovoltaic Power Prediction Using Machine Learning"

Author: Ghalia Nassreddine; Amal El Arid; Mohamad Nassereddine; Eva Barbulescu; Habiba Ahmed
Journal: Book chapter
Year: 2025

"Explainable and Optuna-Optimized Machine Learning for Battery Thermal Runaway Prediction Under Class Imbalance Conditions"

Author: Abir El Abed; Ghalia Nassreddine; Obada Al-Khatib; Mohamad Nassereddine; Ali Hellany
Journal: Thermo
Year: 2025

"The Role of Information Technology IT Management in the Quality of Distance Education: An Applied Study on North Lebanese Technical Institutes"

Author: Mazen Massoud; Ghalia Nassreddine
Journal: Journal of Computer Science and Technology Studies
Year: 2025

Mr. Tasin Islam Himel | Climate Change | Best Researcher Award

Research Assistant at Khulna University, Bangladesh.

Tasin Islam Himel is a dedicated researcher and urban planner specializing in climate change adaptation, disaster risk management, and human-environment interaction. With expertise in GIS & remote sensing, qualitative and quantitative research methods, and vulnerability assessments, he has contributed to multiple research projects addressing climate resilience, migration, and sustainable urban development. His work focuses on intersectionality, poverty, and inequality, providing valuable insights into policy planning and disaster mitigation strategies.

Professional Profile:

Education Background 🎓📖

Tasin holds both a Bachelor and a Master of Urban and Rural Planning (BURP & MURP) from Khulna University, Bangladesh. His MURP thesis explored “GIS and Remote Sensing Applications in Flash Flood Hazard Assessment,” while his BURP research focused on “Climate Change Vulnerability and Adaptation among Flood-affected Communities of Bangladesh from an Intersectionality Perspective.” He achieved outstanding academic performance, securing high CGPAs throughout his education.

Professional Development 📈💡

Tasin has been serving as a Research Assistant at the Climate Change and Poverty Lab, Khulna University, since 2020. He has also worked on various research projects in collaboration with national and international organizations, including Oxfam, Caritas Bangladesh, GIZ, UNDP, and the Social Science Research Council. His roles have involved conducting field research, stakeholder engagement, qualitative and quantitative data analysis, and report writing. His contributions extend to community planning, resilience-building, and policy recommendations for sustainable urban development.

Research Focus 🔬📖

His research focuses on climate change and disaster resilience, hazard, risk, and vulnerability mapping, migration studies, intersectionality, poverty and inequality, and human-environment interactions. He employs GIS & remote sensing alongside qualitative and quantitative methodologies to analyze socio-environmental issues and propose sustainable solutions.

Author Metrics

Tasin has published articles and research findings on climate-induced migration, loss and damage assessment, and resilience-building strategies. His research contributions have been presented in various academic forums, and his publications have been cited in relevant climate change and urban planning studies.

Awards & Honors 🏆🎖️

He has received recognition for his outstanding research contributions and academic excellence. His projects funded by esteemed organizations like Oxfam, GIZ, and UNDP highlight his impactful work in disaster risk reduction and sustainable urban planning.

Publication Top Notes

1. “Unraveling Climate Change Vulnerability and Adaptation in Flood-Affected Communities of Northern Bangladesh: A Multidimensional Poverty Perspective”

Published in: Environmental Development (2025, January)
DOI: 10.1016/j.envdev.2025.101135
Focus: Examines the intersection of climate vulnerability and poverty in flood-prone regions of Northern Bangladesh, highlighting adaptation strategies.

2. “COVID-19 Impact on Urban Low-Income Individuals in Bangladesh: A Qualitative Content Analysis”

Published in: Journal of Social and Economic Development (2024, May 9)
DOI: 10.1007/s40847-024-00342-8
Focus: Investigates the socio-economic impact of COVID-19 on Bangladesh’s low-income urban populations using qualitative research.

3. “Investigating Loss and Damage in Coastal Region of Bangladesh from Migration as Adaptation Perspective: A Qualitative Study from Khulna and Satkhira District”

Published in: World (2024, January 30)
DOI: 10.3390/world5010005
Focus: Explores how migration serves as an adaptation strategy in climate-affected coastal regions of Bangladesh.

Conclusion:

Tasin Islam Himel is a highly suitable candidate for the Best Researcher Award due to his strong academic foundation, impactful research, and interdisciplinary approach. His contributions to climate change adaptation, disaster risk reduction, and urban planning provide significant value to both academic and policy communities.

To further strengthen his candidacy, he could focus on expanding global collaborations, publishing in top-tier journals, and leading funded research projects. However, given his existing achievements and contributions, he is already a top contender for the award.

Ghalia Nassreddine | Renewable System | Best Paper Award