Mohsin Hasan | Management science and engineering | Best Researcher Award

Mr . Mohsin Hasan | Management science and engineering | Best Researcher Award

Student at Nanjing University of Aeronautics and Astronautics , China

Mohsin Hasan is a dedicated and impactful researcher currently pursuing a PhD in Management Science and Engineering at Nanjing University of Aeronautics and Astronautics, China. His research focuses on epileptic seizure prediction using advanced machine learning techniques, including LSTM, SHAP, and deep neural networks, addressing a critical healthcare challenge. With publications in top-tier SCIE-indexed journals such as Engineering Applications of Artificial Intelligence and Annals of Operations Research, he demonstrates strong academic rigor and innovation. Mohsin possesses expertise in Python programming, big data analysis, and research writing, supported by a multi-disciplinary academic background in sociology. He has also actively contributed to community health initiatives in Pakistan, reflecting a blend of technical and social impact. While improved English proficiency and expanded international collaboration could enhance his profile, his current achievements make him a strong candidate for the Best Researcher Award, showcasing both research excellence and real-world relevance.

Professional Profile

Education🎓

Mohsin Hasan has a diverse and interdisciplinary educational background that bridges social sciences and engineering. He is currently pursuing a PhD in Management Science and Engineering at Nanjing University of Aeronautics and Astronautics in China, with a research focus on epileptic seizure prediction using machine learning and deep learning techniques. Prior to his doctoral studies, he completed an M.S. in Rural Sociology from the University of Agriculture Faisalabad and a Master’s degree in Sociology from the University of Sargodha, Pakistan. His academic journey began with a Bachelor of Arts from Government College University Faisalabad, followed by intermediate studies at Government Islamia College Chiniot and matriculation at Government High School Chak No. 152 JB Chiniot. Throughout his education, Mohsin has developed strong skills in Python programming, big data analysis, and research writing, positioning him to apply advanced technological solutions to both social and engineering problems, particularly in healthcare and community development.

Professional Experience📝

Mohsin Hasan has a well-rounded professional background that spans academic research and community development. Currently, he is engaged in cutting-edge research as a PhD scholar, working on epileptic seizure prediction using machine learning, with multiple SCIE-indexed publications to his name. His earlier professional experience includes various social outreach and coordination roles across Pakistan. As a Social Outreach Worker with UNODC, he led awareness campaigns and community mobilization for drug addiction treatment. He also served as Supervisor for the Sehat Sahulat Insaaf Card project with RCDP, managing field staff and overseeing healthcare card distribution. As a Dosti Coordinator with Muslim Hands International, he trained teachers and encouraged school enrollment and student participation in extracurricular activities. Additionally, he worked as an Assistant Constituency Coordinator for the FAFEN Election Project, monitoring electoral processes and data collection. His experience demonstrates a strong blend of technical expertise, leadership, and community-oriented service.

Research Interest🔎

Mohsin Hasan’s research interests lie at the intersection of artificial intelligence, healthcare, and data science, with a strong focus on real-world applications that enhance human well-being. His primary area of interest is the prediction and classification of epileptic seizures using advanced machine learning and deep learning techniques, including Long Short-Term Memory (LSTM), Kolmogorov Arnold Network Theorem, SHAP-driven feature analysis, and attention-based neural networks. He is particularly passionate about leveraging electroencephalography (EEG) data to develop interpretable and accurate models for early seizure detection. His research also extends to reliability engineering, operational research, and the integration of AI in medical diagnostics. With a background in sociology and rural development, Mohsin brings a unique, human-centered approach to technological innovation, aiming to bridge the gap between data-driven solutions and community health challenges. His interdisciplinary perspective fuels his commitment to creating scalable, impactful tools for healthcare and beyond, particularly in under-resourced and developing contexts.

Award and Honor🏆

Mohsin Hasan has earned recognition for his dedication to academic excellence and impactful research, positioning him as a strong candidate for prestigious honors. His most notable achievement is his contribution to high-impact, SCIE-indexed journals such as Engineering Applications of Artificial Intelligence and Annals of Operations Research, where his research on epileptic seizure prediction has gained international attention. In addition to academic publications, Mohsin has been involved in global policy discussions and training sessions, including regional dialogues hosted by the Asian Institute of Technology and certification courses by the World Health Organization on emerging health threats and COVID-19 response. His ability to translate complex data science techniques into meaningful healthcare solutions reflects both innovation and social commitment. These accomplishments highlight his exceptional talent, work ethic, and relevance in critical global issues. Such recognition not only underscores his scholarly contributions but also establishes him as a deserving candidate for awards celebrating research excellence and societal impact.

Research Skill🔬

Mohsin Hasan possesses a comprehensive set of research skills that enable him to conduct advanced, data-driven investigations with real-world impact. He is highly proficient in Python programming and well-versed in tools such as Jupyter Notebook, PyCharm, and Google Colab, which he utilizes for building and testing machine learning models. His core expertise lies in deep learning, particularly in applying algorithms like Long Short-Term Memory (LSTM), 1D-ResNet, and attention mechanisms for medical data analysis, especially EEG-based epileptic seizure prediction. Mohsin is skilled in big data analytics, neural network development, and SHAP-based model interpretation, which enhances the transparency and usability of AI models. Additionally, he is experienced in academic research writing, LaTeX formatting, and data visualization using software like Edraw Max and Visio. His ability to integrate technical depth with scientific communication, along with a strong foundation in statistical methods and real-time problem-solving, marks him as a capable and innovative researcher.

Conclusion💡

Yes, Mohsin Hasan is a strong and deserving candidate for the Best Researcher Award.

His profile demonstrates a rare and valuable combination of technical AI research, medical applications, and community-level engagement. His high-quality publications, technical skills, and international academic involvement position him as a rising researcher with significant impact potential.

Publications Top Noted✍

  • Title: Long Short-Term Memory and Kolmogorov Arnold Network Theorem for Epileptic Seizure Prediction

  • Authors: Mohsin Hasan, Xufeng Zhao, Wenjuan Wu, Jiafei Dai, Xudong Gu, Asia Noreen

  • Year: 2025

  • Journal: Engineering Applications of Artificial Intelligence

  • Volume and Issue: Volume 154

  • Pages: Article 110757

  • Publisher: Elsevier

  • Indexing: SCIE

  • Citation Format (APA Style):
    Hasan, M., Zhao, X., Wu, W., Dai, J., Gu, X., & Noreen, A. (2025). Long Short-Term Memory and Kolmogorov Arnold Network Theorem for epileptic seizure prediction. Engineering Applications of Artificial Intelligence, 154, 110757. https://doi.org/10.1016/j.engappai.2025.110757 (DOI placeholder if needed)

 

Luminita Nicolescu | Innovation and knowledge | Best Researcher Award

Prof. Dr. Luminita Nicolescu | Innovation and knowledge | Best Researcher Award

Professor PhD Faculty of International Business and Economics at Bucharest University of Economic Studies, Romania

Dr. Luminiţa Nicolescu is a distinguished academic and researcher with a robust background in international business, economics, and higher education management. 📚 She holds a Ph.D. from the University of Kent, UK, and has led a prolific academic career at the Bucharest University of Economic Studies, advancing from assistant to full professor and doctoral coordinator. 🌍 Her contributions span over 20 major national and international research projects, focusing on educational reform, international marketing, SME development, and public policy. 🧠 Dr. Nicolescu has also represented Romania in the Bologna Process and served on various academic and scientific councils. Her work has significantly influenced higher education policy and international economic relations. 🏛️ While her research leadership is exceptional, more peer-reviewed publications in high-impact journals could further elevate her profile. Overall, her visionary research, academic leadership, and policy engagement make her a strong candidate for the Best Researcher Award.

Professional Profile 

Education🎓  

Dr. Luminiţa Nicolescu has an impressive and diverse educational background that reflects her commitment to academic excellence and global perspective. 🎓 She began her studies at the Economic High School No. 1 in Bucharest, Romania, followed by a degree in the Faculty of Economy of Industry, Constructions, and Transportation at the Academy of Economic Studies. 📘 She then pursued advanced international studies, earning a Master of Arts by Research in Management and a Ph.D. in Management from Canterbury Business School, University of Kent, United Kingdom. 🇬🇧 To further deepen her leadership in academia, she completed an MBA in the Management of Higher Education at the Institute of Education, University of London. 🏫 Dr. Nicolescu has also enriched her academic training through prestigious programs and summer schools in Austria, Canada, Hungary, the U.S., Japan, and the UK, covering subjects like international marketing, comparative economics, and educational policy. 🌐📖 Her education uniquely blends economic theory, international experience, and educational leadership.

Professional Experience📝

Dr. Luminiţa Nicolescu boasts a distinguished professional journey spanning over three decades in higher education and international collaboration. 👩‍🏫 Since 1990, she has served in various academic roles at the Bucharest University of Economic Studies, advancing from junior assistant to full professor in International Business and Economics. She is also a Doctoral Coordinator and Director of the Master’s Program in International Management and Marketing. 🎓 As an academic leader, she has contributed to faculty and departmental councils and research centers, playing a key role in shaping educational policy and research direction. 🏛️ From 2010 to 2017, she represented Romania in the Bologna Follow-Up Group (BFUG), promoting European higher education on a global stage. 🌍 She also serves on national academic commissions under the Ministry of Education. Her work bridges education, policy, and research with a strong international perspective, making her a highly respected figure in academia and public service.

Research Interest🔎

Dr. Luminiţa Nicolescu’s research interests span a dynamic intersection of international business, higher education policy, and economic development. 🌍📊 She has led and contributed to numerous national and international projects focusing on topics such as the globalization of education, organizational culture transformation, international marketing, and the impact of European integration on economic performance. 📚🏛️ Her work frequently addresses the strategic management of higher education institutions, with a particular emphasis on quality assurance, innovation, and the role of private education in shaping labor markets. As both a principal investigator and collaborator, she has participated in EU-funded initiatives, UNESCO research, and partnerships with global organizations such as UNCTAD/WTO and the Open Society Institute. 🤝🌐 Dr. Nicolescu’s research is marked by its practical policy implications and interdisciplinary scope, influencing both academia and government strategies across Europe. Her scholarly contributions continue to drive forward-thinking dialogue in economics and education.

Award and Honor🏆

Dr. Luminiţa Nicolescu has been recognized with numerous awards and honors that celebrate her outstanding academic and professional contributions. 🏆🎓 As a respected figure in international business and higher education, she has earned prestigious fellowships such as the International Policy Fellowship from the Open Society Institute in Budapest, Hungary. 🌍📜 Her role as Romania’s representative in the Bologna Follow-Up Group (BFUG) for both the International Openness and International Cooperation groups highlights her influence on European higher education reform. 🇷🇴🇪🇺 She has also served on the CNATDCU Commission for Economic Sciences and Business Administration, appointed by Romania’s Ministry of Education – a testament to her national impact. 🏛️📘 Her recognition stems not only from her academic excellence but also from her leadership in numerous international research initiatives, contributing valuable insights into policy and institutional development. 🌐📖 These honors affirm her as a leading voice in economic and educational innovation.

Research Skill🔬

Dr. Luminiţa Nicolescu possesses exceptional research skills that span across international business, educational policy, and economic development. 🔍📊 Her ability to lead, design, and execute complex research projects is evident in her directorship and coordination of over 20 national and international research initiatives. 🌍🧠 From analyzing higher education reforms to developing methodologies for SME innovation strategies, her work integrates policy, academia, and practice. 🏫📈 She excels in qualitative and quantitative research, case study analysis, and cross-country comparative studies, particularly in the context of post-communist and European integration frameworks. 📚⚖️ Dr. Nicolescu’s research also demonstrates strong capabilities in strategic project management, data interpretation, and interdisciplinary collaboration, making her a valuable contributor to both academic and governmental research agendas. 🤝💼 Her findings have informed national education policies and enhanced institutional competitiveness, reflecting a rare blend of academic rigor and real-world application. 🧩💡 Such research expertise cements her reputation as a global thought leader.

Publications Top Noted✍️

  • 📘 Applying Marketing to Higher Education: Scope and Limits

    • Authors: L. Nicolescu

    • Year: 2009

    • Citations: 269

    • Summary: This pioneering study explores the role of marketing in higher education, analyzing its benefits and boundaries within academic institutions. It offers frameworks to better align educational offerings with student needs. 🎓📊

  • 🤖 Human-Computer Interaction in Customer Service: Experience with AI Chatbots

    • Authors: L. Nicolescu, M.T. Tudorache

    • Year: 2022

    • Citations: 250

    • Summary: A comprehensive review of AI chatbot applications in customer service, emphasizing user experience and HCI design. The study suggests future paths for integrating AI into customer interaction strategies. 💬📱

  • 📚 Economia, Firma şi Managementul Bazate pe Cunoştinţe

    • Authors: O. Nicolescu, L. Nicolescu

    • Year: 2005

    • Citations: 220

    • Summary: A foundational Romanian-language book discussing knowledge-based economics, organizational management, and competitive strategies for firms in a knowledge economy. 🧠🏢

  • 🛒 Consumer Empowerment in the Digital Economy

    • Authors: P. Gazzola, G. Colombo, R. Pezzetti, L. Nicolescu

    • Year: 2017

    • Citations: 154

    • Summary: This paper delves into how digital technologies enable consumers to make sustainable purchasing decisions, enhancing transparency and market influence. 💻♻️

  • 💼 Relating Higher Education with the Labour Market

    • Authors: L. Nicolescu, C. Pǎun

    • Year: 2009

    • Citations: 132

    • Summary: The article examines mismatches between graduate expectations and employer needs, calling for better alignment between academic curricula and job market demands. 🎓📈

  • 🏠 Regeneration of Family Business Entrepreneurship in the Balkans

    • Authors: O.S.K.N.L. Poutziouris, L. Nicolescu

    • Year: 1997

    • Citations: 99

    • Summary: Focuses on the revival of entrepreneurial practices in Balkan family businesses post-communism, highlighting cultural and economic renewal. 🌱🌍

  • 🌐 Influence of Competitiveness on SMEs’ Internationalization

    • Authors: E.M. Vătămănescu, A.G. Andrei, L. Nicolescu, et al.

    • Year: 2017

    • Citations: 60

    • Summary: Investigates how digital competitiveness and networking influence SMEs’ global expansion, comparing online vs. offline strategies. 📡🚀

  • 📖 Reforming Higher Education in Romania

    • Authors: L. Nicolescu

    • Year: 2002

    • Citations: 57

    • Summary: Analyzes Romania’s educational reform post-EU accession, addressing systemic challenges and progress toward Bologna Process goals. 🇷🇴🎯

  • 🌍 Migration and Romania’s EU Accession

    • Authors: D.L. Constantin, V. Vasile, D. Preda, L. Nicolescu

    • Year: 2004

    • Citations: 50

    • Summary: Explores migration patterns and policies in Romania, with implications for labor mobility and integration within the EU. 🧳🗺️

  • 📊 Employability Confidence Model Using PLS-SEM

    • Authors: L. Nicolescu, C. Nicolescu

    • Year: 2019

    • Citations: 45

    • Summary: Builds a predictive model using PLS-SEM to assess employability perceptions among business graduates. 🔍👨‍🎓

Conclusion💡

Professor Luminiţa Nicolescu is a highly qualified candidate for the Best Researcher Award. Her long-standing academic leadership, international research involvement, policy influence, and commitment to institutional development make her a deserving nominee. With added emphasis on publishing high-impact research and expanding innovation activities, her profile would become even more compelling for global recognition.