Press "Enter" to skip to content

Researches

IN PRESS

M Kowsher, MSI Sobuj, MF Shariar, NJ Prottasha, MS Arefin, PK Dhar, T Koshiba. BanglaFastText: An Enhancement of FastText pre‑trained models for Bangla NLP Research. IEEE Access, 2021.

M Kowsher, I Hossen, A Tahabilder, NJ Prottasha, K Habib, ZRM Azmi. Support Directional Shifting Vector: A Direction Based Machine Learning Classifier. Emerging Science Journal, 2021.

M Kowsher, A Tahabilder, MJ Sanjid, NJ Prottasha, K Habib. Transformer to Deep Hybrid Neural Network for Large Scale Multi‑label Classification. International Journal of Electrical and Computer Engineering, 2021.

M Kowsher, A Tahabilder, MJ Sanjid, NJ Prottasha, K Habib, ZRM Azmi. Deep Fusion of BiLSTM‑ANN for Content Classification. Procedia Computer Science, Elsevier, 2021.

M Kowsher, I Hossen, A Tahabilder, NJ Prottasha, K Habib, ZRM Azmi. Support Directional Shifting Vector: A Direction Based Machine Learning Classifier. Emerging Science Journal, 2021.

M Kowsher, A Tahabilder, NJ Prottasha, K Habib. Short‑Term Rainfall Forecast and Analysis Based on Multi Supervised Learning Approches. Advances in Technology Innovation, 2021.

SK Murad, ZRM Azmi, H Hakami, NJ Prottasha, M Kowsher. Computer‑aided system for extending the performance of diabetes analysis and prediction. 7th International Conference on Software Engineering & Computer Systems, IEEE, 2021.

NJ Prottasha, MJ Uddin, BA Bappy, RK Shorna, M Kowsher. Towards the Development of Multiple Combined Regression Methods for Rainfall Measurement. Congress on Intelligent Systems, Springer, 2021

PUBLISHED

M Kowsher, I Hossen, A Tahabilder, NJ Prottasha, MM Hossain SN Ahasan and MI Hoque.SDSV: Angle Measurement for Supervised Classification. Procedia Computer Science, Elsevier, 2021.

M Kowsher, A Das, MMH Sarkar, A Tahabilder. SeqVectorizer: Sequence Representation in Vector Space. 4th International Conference on Networking, Information Systems & Security, ACM, Morocco, 2021.

M Kowsher, MZI Sanjid, F Afrin, A Das, and P Saha. Gender Identification from Bangla Name Using Machine Learning and Deep Learning Algorithms. Emerging Technologies in Data Mining and Information Security, Springer Nature, 2020.

M Kowsher, A Tahabilder, NJ Prottasha, MA‑Rakib, MM Uddin and P Saha. Bangla Topic classification Using Supervised Machine Learning. Computational Intelligence in Pattern Recognition,Springer, 2021.

.
M Kowsher, A Tahabilder, MJ Sanjid, NJ Prottasha, K Habib, ZRM Azmi. Deep Fusion of BiLSTM‑ANN for Content Classification. Procedia Computer Science, Elsevier, 2021.

M Kowsher, F Afrin and MZI Sanjid. Machine Learning and Deep Learning‑Based Computing Pipelines for Bangla Sentiment Analysis. Algorithms for Intelligent Systems, Springer, 2021.

M Kowsher, NJ Prottasha, A Tahabilder. Supervised Learning Models for Predicting the Best Suitable Labor Mode. International Journal of Advanced Computer Science and Applications (IJACSA), 2021.

M Kowsher, MJ Uddin, A Tahabilder, NJ Prottasha, M Ahmed, KMR Alam, T Sultana. BnVec: Towards the Development of Bangla Word Embedding Procedures for Bangla NLP. in International Journal of Engineering and Technology, 2021.

M Kowsher, A Tahabilder, SA Murad . Impact‑Learning: A Robust Machine Learning Algorithm. Proceedings of the 8th International Conference on Computer and Communications Management, ACM, Singapore, 2020.

M Kowsher, MZI Sanjid , A Dash, and MMH Sharkar. Machine learning and Depp learning-based information extraction from Bangla Names. Procedia Computer Science, Elsevier, 2020.

M Kowsher, A Tahabilder, MMH Sharkar, and NJ Prottasha. Lemmatization Algorithm Development for Bangla Natural Language Processing. 9th International Conference on Informatics, Electronics & Vision (ICIEV), IEEE, Japan, 2020.

MA Rahim, M Kowsher, and MRZ Rakib, MM Hossain. A Robust Mathematical Growth Model. Journal of Mathematics and Statistical Science, USA, 2020.

M Kowsher, MZI Sanjid, A Tahabilder, and NJ Prottasha. Knowledge‑Base Optimization to Reduce the Response Time of a Bangla Chatbot. 9th International Conference on Informatics, Electronics & Vision (ICIEV), IEEE, Japan, 2020.

M Kowsher, NJ Prottasha, A Tahabilder, and MB Islam. Machine Learning‑Based Recommendation Systems for the Mode of Childbirth. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Springer Cham, 2020.

N Islam,M Kowsher, MA Uddin. Mixed Integer Programming Technique according to Traffic Light for Autonomous Collision Free Ground based on Traffic System. International Journal of Computer Applications, Foundation of Computer Science (FCS), USA, 2020.

M Kowsher, FS Tithi, T Rabeya, F Afrin, and MH Huda. Type 2 Diabetics Treatment and Medication Detection with Machine Learning Classifier Algorithm. Proceedings of International Joint Conference on Computational Intelligence, Springer, Singapore, 2020.

M Kowsher, M M Mahabubur Rahman, SkS Ahmed and NJ Prottasha. Bangla Intelligence Question Answering System based on Mathematics and Statistics. 22nd International Conference on Computer and Information Technology, IEEE, 2019.

M Kowsher, MA Alam, MJ Uddin, MR Islam, N Pias and ARM Saifullah. Bengali Informative Chatbot. International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering, IEEE, 2019.

M Kowsher, FS Tithi, MA Alam, MH Huda, MM. Moheuddin. Doly: Bengali Chatbot for Bengali Education. International Conference on Advances in Science, Engineering and Robotics Technology, IEEE, 2019.

M Kowsher, MY Turava, T Sajed, and M M Mahbubur Rahman. Prognosis and Treatment Prediction of Type‑2 Diabetes using Deep Neural Network and Machine Learning Classifiers. International Conference on Computer and Information Technology, IEEE, 2019.

M Kowsher, I Hossen, and SkS Ahmed. Bangla Information Retrieval system. International Journal on Natural Language Computing(IJNLC), 2019.

M Kowsher. A Book on Mathematical and Statistical Procedures for Bangla Optimized Intelligence Bot (Undergraduate thesis book). Noakhali Science and Technology University, 2019.

M Kowsher, MA Alam, MJ Uddin, Faisal Ahmed, MW Ullah and MR Islam. Detecting Third Umpire Decisions & Automated Scoring System of Cricket using Deep CNN and Inception V3”. International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering, IEEE, 2019.

M Kowsher, MA Alam, MJ Uddin, MR Islam, N Pias, and ARM Saifulla. Bengali Informative Chatbot. International Conference on Computer, Communication, Chemical, Materials and Electronic Engineering, IEEE, 2019.

MJ Uddin, M Kowsher, and MM Moheuddin. A New Method of Central Difference Interpolation. Applied Mathematics and Sciences: An International Journal (MathSJ), 2019.

MJ Uddin, MM Moheuddin, and M Kowsher. A New Study of Trapezoidal, Simpsons 1/3 and Simpsons 3/8 Rules of Numerical Integral Problems. Applied Mathematics and Sciences: An International Journal (MathSJ), 2019.

M Kowsher. A Combination of Mathematics, Statistics and Machine Learning To Detect Fraud. National Math Conference, BMS, Bangladesh, 2018