Research and Project

My Research interests lie into :

Machine Learning

Deep Learning

Data Mining

Natural Language Processing

Publications:

1. Kowsher M., Tithi F.S., Rabeya T., Afrin F., Huda M.N. (2020) Type 2 Diabetics Treatment and Medication Detection with Machine Learning Classifier Algorithm. In: Uddin M., Bansal J. (eds) Proceedings of International Joint Conference on Computational Intelligence. Algorithms for Intelligent Systems. Springer, Singapore.DOI: https://doi.org/10.1007/978-981-13-7564-4_44. 

2. Fahmida Afrin, Md. Al-Amin, Mehnaz Tabassum,  Comparative Performance Of Using PCA With KMeans And Fuzzy C Means Clustering For Customer Segmentation,  International Journal of Scientific and Technology Research, Volume 4 - Issue 10, October 2015, ISSN 2277-8616. 

3. Md. Kowsher, Md. Zahidul Islam Sanjid, Fahmida Afrin, Avishek Das, Puspita Saha, Gender Identification from Bangla Name Using Machine Learning and Deep Learning Algorithms, 2nd International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS 2020). [Conference Proceeding]

4. M. Kowsher, F. Afrin and M. Z. I. Sanjid.Machine Learning and Deep Learning-Based Computing Pipelines for Bangla Sentiment Analysis. Accepted and Presented in International Joint Conference on Advances in Computational Intelligence (IJCACI 2020).

Ongoing Research  

1. S. Afrin, F. Afrin, CV Ranking using NLP and Machine Learning, March 2020 - Present. 

Ongoing Project with Student:

1. Title: DIGITAL FARM MANAGEMENT-ADARSHA KHAMAR 

    Members: Joyonto Kumar Saha

                    Md. Badrul Amin Hamim  

Short Description:  It is a mobile application which target customer is the farmers of Bangladesh. 

2.  Title: CarsBDinfo

     Members: Md.  Mehedi Hasan

                 Md. Mijanur Rahman

Short Description:  This will give users the right advice and help them to purchase a dream car. This is a web application, developed by PHP, HTML, and MYSQL.