Comilla University | Aditi Sarker (on study leave)

Aditi Sarker (on study leave)

Assistant Professor

Comilla University
Cumilla-3506, Bangladesh

aditi1_cse@cou.ac.bd

01949839301

Biography
Qualification
Publication
Research Interest

Aditi Sarker, a faculty member of the Faculty of Engineering, Comilla University, Bangladesh is currently working as an Assistant Professor at the Department of Computer Science and Engineering. She secured first position in Master of Science (M.Sc) degree with thesis and obtained Bachelor of Science (B.Sc) degree with distinction in Computer Science and Engineering from Jahangirnagar University, a renowned public university of Bangladesh. Her current research interest includes Image Processing, Machine Learning, Optimization of machine learning algorithms ,NLP, and Data Mining. She published her research articles in various national and international conferences and journals.She is actively engaged in both educational and research activities.

Education Qualification
Job Experience

M.Sc	Jahangirnagar University	Computer Science and Engineering	2019
B.Sc	Jahangirnagar University	Computer Science and Engineering	2017

International University of Business Agriculture and Technology, Bangladesh Lecturer March 2019 - December 2019
Comilla University, Bangladesh Lecturer December 2019 - December 2019
Comilla University, Bangladesh Assistant Professor December 2022 - 2022

• Sarker, A., Chakraborty, P., Sha, S. S., Khatun, M., Hasan, M. R., & Banerjee, K. (2020). Improvised technique for
analyzing data and detecting terrorist attack using machine learning approach based on twitter data. Journal of Computer
and Communications, 8 (7),50–62. doi:10.4236/jcc.2020.87
• Sarker, A., Akter, M., & Uddin, M. S. (2019). Simulation of hazy image and validation of haze removal technique. Journal of
Computer and Communications, 7 (2), 62–72. doi:10.4236/jcc.2019.72005

Uddin, M. S., Shorif, S. B., & Sarker, A. (2021). Role-framework of artificial intelligence in combating the covid-19 pandemic (M. A. R. Ahad A. Inoue, Eds.). doi:10.1007/978-3-030-75490-7

• Chandra Das, S., Sarker, A., Saha, S., & Chakraborty, P. (2022). Covid-19 in bangladesh: An exploratory data analysis and
prediction of neurological syndrome using machine learning algorithms based on comorbidity. In V. Skala, T. P. Singh, T.
Choudhury,R. Tomar, M. Abul Bashar (Eds.), Machine intelligence and data science applications (pp. 595–608).
doi:10.1007/978-981-19-2347-0

• Uddin, M. S., Gautam, B., Sarker, A., Akter, M., & Haque, M. R. (2017). Image-based automated haze removal using dark
channel prior. In 2017 ieee region 10 humanitarian technology conference (r10-htc) (pp. 412–415).
doi:10.1109/R10-HTC.2017.828

• Feroz, M. A., Sultana, M., Hasan, M. R., Sarker, A., Chakraborty, P., & Choudhury, T.(2022). Object detection and
classification from a real-time video using ssd and yolo models. In A. K. Das, J. Nayak, B. Naik, S. Dutta, D. Pelusi (Eds.),
Computational intelligence in pattern recognition (pp. 37–47). Singapore: Springer Singapore.

• Sourav Saha, Aditi Sarker, Partha Chakraborty, and Mohammad Abu Yousuf. "Bengali Fake News Detection: Transfer Learning Based Technique with Masked LM Process by BERT". In: Badica, C., Paprzycki, M., Kharb, L., Chahal, D. (eds) Information, Communication and Computing Technology. ICICCT 2022. Communications in Computer and Information Science, vol 1670. Springer, Cham. https://doi.org/10.1007/978-3-031-20977-2_7

• Partha Chakraborty, Shanta Roy, Sadia Nowshin Sumaiya, Aditi Sarker. "Handwritten Character Recognition from Image Using CNN". Springer Book Series on "Lecture Notes in Networks and Systems". Indexing: ISI Proceedings, SCOPUS, Google Scholar and Springerlink.

Optimization of Machine Learning Algorithm, Data Mining, Medical Imaging