Md. Kowsher

Noakhali Science and Technology University, Noakhlai,Applied Mathematics,Noakhlai,Bangladesh,3814
Publications18
h-index5
Citations64
Highly Influential Citations3
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Bangla Intelligence Question Answering System Based on Mathematics and Statistics
TLDR
This research paper has applied three mathematical and statistical procedures for BIQAS based on question answering data: cosine similarity, Jaccard similarity, and Naive Bayes algorithm.
View on IEEE
Machine Learning Based Recommendation Systems for the Mode of Childbirth
TLDR
This study has implemented nine machine learning classifier algorithms over the whole datasets and compared the performances of all those proposed techniques, finding the computer recommended mode of baby delivery suggested by the most convincing method named “impact learning.
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Impact-Learning: A Robust Machine Learning Algorithm
TLDR
The comparison indicates that this robust machine learning algorithm called Impact-Learning outperforms other standard machine learning regressions and classifications algorithms such as Random forest tree, SVM, Naive Bayes, Logistic regression and so forth.
View on ACM
Machine Learning and Deep Learning based Information Extraction from Bangla Names
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Bengali Information Retrieval System(BIRS)
TLDR
Two algorithms for finding out the lemmatization of Bengali words such as Trie and Dictionary Based Search by Removing Affix as well as compared with Edit Distance for the exact lemm atization are demonstrated.
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Lemmatization Algorithm Development for Bangla Natural Language Processing
TLDR
This paper presents the development of three lemmatization algorithms and their fusion to develop a framework for Bangla Natural Language Processing and suggests the DBSRA performed better compared to others and came out with the highest efficiency.
View on IEEE
Knowledge-Base Optimization to Reduce the Response Time of Bangla Chatbot
TLDR
The goal of this paper is to present the optimal chatbot for the lowest execution time and three mathematical and statistical strategies for Bangla Intelligence chatbot in light of information obtained from Noakhali Science and Technology University (NSTU).
View on IEEE
Two New Regression and Curve Fitting Techniques Using Numerical Methods
TLDR
This paper has developed a technique to reduce the curve fitting that will enable the interpolation and extrapolation scheme to use in regression and proposes two new linear and non-linear regression techniques using the strategy of interpolation-extrapolation and bisection of numerical analysis.
View on SSRN
Detecting Third Umpire Decisions & Automated Scoring System of Cricket
TLDR
A classification method by the aids of Convolutional Neural Network with Inception V3 is propounded in order to automatically unroll the decisions of third umpire and scoring system such as umpire signal detection and the deep CNN technique is proposed that aids to increase the performance of CNN.
View on IEEE
Doly: Bengali Chatbot for Bengali Education
TLDR
The main aim of this Chatbot based system is to bridge the gap between the knowledge sources by providing instant replies to the questions and queries that have to ask in the Bengali language.
View on IEEE
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