Implementation of deep learning methods to identify rotten fruits

S Chakraborty, FMJM Shamrat… - … conference on trends …, 2021 - ieeexplore.ieee.org
Mostly in the agriculture sector, identifying rotten fruits has been critical. The classification of
fresh and rotting fruits is typically carried out by humans, which is ineffective for fruit growers …

Face Mask Detection using Convolutional Neural Network (CNN) to reduce the spread of COVID-19

FMJM Shamrat, S Chakraborty… - … conference on trends …, 2021 - ieeexplore.ieee.org
The COVID-19 coronavirus pandemic is wreaking havoc on the world's health. The
healthcare sector is in a state of disaster. Many precautionary steps have been taken to …

A comprehensive study on pre-pruning and post-pruning methods of decision tree classification algorithm

FMJM Shamrat, S Chakraborty… - … conference on trends …, 2021 - ieeexplore.ieee.org
The decision tree is the most effective classification method. However, the results of the
decision tree can show errors due to overfitting or if the data is too noisy. This may cause the …

A deep learning approach for face detection using max pooling

FMJM Shamrat, M Al Jubair, MM Billah… - … conference on trends …, 2021 - ieeexplore.ieee.org
Deep learning is a trendy term these days, and it refers to a modern age in machine learning
in which algorithms are taught to identify patterns in vast amounts of data. It mostly refers to …

Personalization of job circular announcement to applicants using decision tree classification algorithm

FMJM Shamrat, Z Tasnim, P Ghosh… - … for Innovation in …, 2020 - ieeexplore.ieee.org
While looking for jobs, job seekers like to register themselves in different job portal that has a
huge number of job circulars. As from all the job circulars, it is easier to look for the job of …

Data Mining Methods: K-Means Clustering Algorithms

M Annas, SN Wahab - International Journal of Cyber and IT …, 2023 - iiast.iaic-publisher.org
A data warehouse is a straightforward definition of a database. Data mining technology can
be used to process mountains of data in databases to uncover new, fascinating, and useful …

Measuring employer attractiveness in diverse talent markets

L Li, T Lappas, R Liu - Decision Support Systems, 2024 - Elsevier
Previous work has measured employer attractiveness via proxies, such as the number of
new hires or employee sentiment mined from surveys and reviews. The first drawback of …

Human face recognition applying haar cascade classifier

FM Javed Mehedi Shamrat, A Majumder… - … Computing and Social …, 2022 - Springer
Human face recognition is distinguished by a method of identifying facts or confirmation that
tests personality. The technique essentially relies on two stages, one is face identification …

Klasifikasi Data Jamaah Umroh Menggunakan Metode K-Means Clustering

T Hidayat - Jurnal Sistim Informasi dan Teknologi, 2022 - jsisfotek.org
Melaksanakan Ibadah haji bagi yang mampu merupakan rukun islam yang kelima bagi
umat islam, melaksanakan Perjalanan wisata religi khususnya untuk ibadah umroh semakin …

Implementation of an intelligent online job portal using machine learning algorithms

Z Tasnim, FM Javed Mehedi Shamrat… - … Technologies in Data …, 2021 - Springer
Business intelligence and analytics are data management solutions implemented in
companies and enterprises to collect historical and present data, while using statistics and …