Aminul Hoque - Computers in Biology - Best Researcher Award

University of Rajshahi - Bangladesh

CURRENT RESEARCH

Md. Aminul Hoque is a distinguished academic with a robust research portfolio spanning several domains. His current research interests encompass Bioinformatics, Medical Informatics, Telemedicine, Systems Biology, and Metabolomics. He delves into Biochemical Engineering and Bioprocess, focusing on Multivariate Analysis, Inferential Statistics, and Machine Learning. His expertise extends to Biostatistics, Bayesian Network Analysis, and Gene Clustering, with a special emphasis on Statistics related to Genetic Data Analysis, Gene Expression Data Analysis, Robust Regression Analysis, Time Series Analysis, and Forecasting. His work also includes Outlier Detection and Dynamic Simulation, contributing significantly to these fields.

EMPLOYMENT RECORDS

Md. Aminul Hoque has an impressive academic career, currently serving as a Professor in the Department of Statistics at the University of Rajshahi, Bangladesh, since August 2011. His previous roles include Adjunct Professor at Pundra University of Science and Technology, JSPS Post Doctoral Research Fellow at Niigata University Medical & Dental Hospital, and Visiting Professor at Tokyo University of Science. His postdoctoral research experience includes a tenure at the Institute of Biological Sciences, University of Malaya. His career began at the University of Rajshahi, where he progressed from Lecturer to Associate Professor.

PROFESSIONAL EXPERIENCE

With over 27 years of teaching and research experience, Md. Aminul Hoque has profoundly impacted undergraduate and graduate education in Statistics and Bioinformatics. His extensive professional background is highlighted by his roles in various prestigious institutions and his contributions to advancing the fields of bioinformatics and statistical sciences.

LANGUAGE SKILLS

Md. Aminul Hoque is proficient in Bangla, his mother tongue, and English, which he speaks, reads, writes, and understands excellently. He has average proficiency in Japanese and basic knowledge of Bahasa, showcasing his ability to engage in diverse academic and professional environments.

MEMBERSHIPS

He is an active member of several professional societies, including the Editorial Board of the Journal of Integrative Computational Biosciences and the International Society for Computational Biology. His leadership roles include serving as Vice President of the Bangladesh Bioinformatics and Computational Biology Association and the Bioinformatics Research Group in Rajshahi University. He is also a Joint Secretary of the Bangladesh Statistical Association and holds life memberships in various statistical and alumni associations.

FUNDS OBTAINED

Md. Aminul Hoque has successfully secured various research grants, including the Ministry of Science and Technology grant for studying the impact of Telemedicine in Bangladesh, and multiple grants from Rajshahi University and international scholarships. His notable funding includes the JSPS Post Doc Research Fellowship, University of Malaya Post Doctoral Research Fellowship, and several scholarships and grants from Japan, demonstrating his ability to attract and manage research resources.

ACHIEVEMENTS

His career is marked by significant achievements, including prestigious fellowships and scholarships from leading institutions. His research contributions and academic roles reflect his dedication to advancing knowledge in bioinformatics, medical informatics, and statistical sciences, reinforcing his reputation as a leading figure in his field.

NOTABLE PUBLICATIONS

scHD4E: Novel Ensemble Learning-Based Differential Expression Analysis Method for Single-Cell RNA-Sequencing Data.

Authors: Biswas, B., Kumar, N., Sugimoto, M., Hoque, M.A.
Year: 2024
Journal: Computers in Biology and Medicine

Socioeconomic Inequality and Urban-Rural Disparity of Antenatal Care Visits in Bangladesh: A Trend and Decomposition Analysis.

Authors: Biswas, B., Kumar, N., Rahaman, M.M., Das, S., Hoque, M.A.
Year: 2024
Journal: PLoS ONE

Title: Securing Vehicle-to-Drone (V2D) Communications: Challenges and Solutions.

Authors: Islam, S.M.R., Hoque, M.A., Hossain, M.
Year: 2024
Book Title: Wireless Networks

Title: Weighted Scaling Approach for Metabolomics Data Analysis.

Authors: Biswas, B., Kumar, N., Hoque, M.A., Alam, M.A.
Year: 2023
Journal: Japanese Journal of Statistics and Data Science

Title: Someone to Watch Over You: Using Bluetooth Beacons for Alerting Distracted Pedestrians.

Authors: Hasan, R., Hoque, M.A., Karim, Y., Schwebel, D.C.
Year: 2022
Journal: IEEE Internet of Things Journal

EARLY ACADEMIC PURSUITS

Aswani Devi Aguru began her academic journey with a Bachelor's degree in Computer Science & Engineering from IIIT Basara, India. Excelling in her studies, she continued her education with a Master's degree from JNTU Kakinada, where she earned a remarkable CGPA of 9.32 and was awarded a Gold Medal. Her academic prowess led her to pursue a Ph.D. in Computer Science & Engineering from the prestigious National Institute of Technology, Warangal, where she is currently in pursuit of advanced research.

PROFESSIONAL ENDEAVORS

With a strong foundation in computer science, Aguru has embarked on a professional journey marked by research and innovation. She has served as a Junior Research Fellow (JRF), contributing significantly to projects focused on cutting-edge technologies such as Deep Learning, Cryptography, Blockchain, and Internet of Things (IoT). Her role in developing real-time solutions, including a prototype for text-to-speech conversion for the visually impaired using deep learning, demonstrates her commitment to leveraging technology for societal benefit.

CONTRIBUTIONS AND RESEARCH FOCUS ON COMPUTER SCIENCE & ENGINEERING

Aguru's research focus spans several interdisciplinary domains, including cybersecurity, computer vision, and blockchain technology. Her notable contributions include the development of lightweight intrusion detection mechanisms, trust-based blockchain systems, and innovative frameworks for securing IoT networks. Her research papers have been published in reputable journals and presented at international conferences, showcasing her expertise in addressing contemporary challenges in the field of computer science & engineering.

IMPACT AND INFLUENCE

Aguru's work has left a significant impact on academia and industry, with her research findings contributing to the advancement of cybersecurity protocols, blockchain-enabled solutions, and IoT applications. Her collaborations with peers and co-guidance of projects have facilitated knowledge dissemination and skill development among students and professionals alike. Through lectures and workshops, she has shared her insights and expertise, inspiring the next generation of researchers and practitioners in the field computer science & engineering.

LEGACY AND FUTURE CONTRIBUTIONS

Aswani Devi Aguru's legacy lies in her dedication to advancing the frontiers of computer science & engineering through rigorous research, innovative solutions, and knowledge dissemination. Her future contributions are poised to further propel the field forward, addressing emerging challenges and harnessing the potential of disruptive technologies for societal impact. With her expertise in cryptography, blockchain, and cybersecurity, she remains at the forefront of transformative research, shaping the future of technology-enabled solutions in a rapidly evolving digital landscape.