Browsing Proceedings by Author "Alam, Mirza Mohtashim"

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An Adaptive Feature Dimensionality Reduction Technique Based on Random Forest on Employee Turnover Prediction Model

Islam, Md. Kabirul; Alam, Mirza Mohtashim; Islam, Md. Baharul; Mohiuddin, Karishma; Das, Amit Kishor; Kaonain, Md. Shamsul (Springer Nature, 2018-10-26)

This paper is based on the theme of employee attrition where the reasoning behind employee turnover has predicted with the help of machine learning approach. As employee turnover has become a vital issue these days due to ...
A computational technique for intelligent computers to learn and identify the human's relative directions

Kabir, S. Rayhan; Allayear, Shaikh Muhammad; Alam, Mirza Mohtashim; Munna, Md Tahsir Ahmed (IEEE Xplore, 2018-06-21)

The most broadly perceived relative directions are right, left, up, down, backward and forward. This research paper presents a new computational technique to learn human's relative directions, where one intelligent computer ...
Haar Cascade Classifier and Lucas–Kanade Optical Flow Based Realtime Object Tracker with Custom Masking Technique

Mohiuddin, Karishma; Alam, Mirza Mohtashim; Das, Amit Kishor; Munna, Md. Tahsir Ahmed; Allayear, Shaikh Muhammad; Ali, Md. Haider (Springer Nature, 2018-12-27)

Computer vision has been proven a remarkable entity in modern computer science. Different applications of this field have been used on a regular basis. In this paper, we propose a new model for tracking real time object ...
A Machine Learning Approach to Analyze and Reduce Features to a Significant Number for Employee’s Turn Over Prediction Model

Alam, Mirza Mohtashim; Mohiuddin, Karishma; Islam, Md. Kabirul; Hassan, Mehedi; Hoque, Md. Arshad-Ul; Allayear, Shaikh Muhammad (Springer Nature, 2018-11-02)

Turnover of employee considers as one of the major issue that every company faces. Especially, if the employee has advance skills at his/her working field, then the company faces great loss during that period. To find out ...
Prediction Model for Prevalence of Type-2 Diabetes Complications with ANN Approach Combining with K-Fold Cross Validation and K-Means Clustering

Munna, Md Tahsir Ahmed; Alam, Mirza Mohtashim; Allayear, Shaikh Muhammad; Sarker, Kaushik; Ara, Sheikh Joly Ferdaus (Springer Nature, 2018-12-06)

In today’s era, most of the people are suffering with chronic diseases because of their lifestyle, food habits and reduction in physical activities. Diabetes; is one of the most common chronic diseases which is happened ...
A Reduced feature based neural network approach to classify the category of students

Alam, Mirza Mohtashim; Mohiuddin, Karishma; Das, Amit Kishor; Islam, Md Kabirul (ACM, 2018-03-09)

To ensure more effectiveness in the learning process in educational institutions, categorization of students is a very interesting method to enhance student's learning capabilities by identifying the factors that affect ...
Relative Direction: Location Path Providing Method for Allied Intelligent Agent

Kabir, S. Rayhan; Alam, Mirza Mohtashim; Allayear, Shaikh Muhammad; Munna, Md Tahsir Ahmed; Hossain, Syeda Sumbul; Rahman, Sheikh Shah Mohammad Motiur (Springer Nature, 2018-10-31)

The most widely recognized relative directions are left, right, forward and backward. This paper has presented a computational technique for tracking location by learning relative directions between two intelligent agents, ...

Browsing Proceedings by Author "Alam, Mirza Mohtashim"

Browsing Proceedings by Author "Alam, Mirza Mohtashim"

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