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Now showing items 11-20 of 55
Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
(Brac University, 2021-06)
Bangladesh, being an Agro-Economy based country, is lacking the technological improvements regarding Supply-Demand ratio of Food Supply to the citizens. Since the
recent price hike of onions in 2019, it is evident that ...
Economic crisis prediction due to pandemic outbreak using machine learning
(Brac University, 2021-06)
Since pandemic disease outbreaks are causing a major financial crisis by affecting the worldwide economy of a nation, machine learning techniques are urgently required to forecast and analyze the economy for early economic ...
A framework for sentiment analysis: a data-driven approach
(Brac University, 2021-06)
Internet is free and straightforward access to an immense measure of crude content information that can be mined for sentiment analysis. For a long time, this is being used for market research, user opinion mining, ...
Novel approach to detect hate speech and profanity on online platforms
(Brac University, 2021-09)
Hate speech is becoming more prominent and dominant in the virtual world, with
the popularity of social media increasing day by day. People nowadays have various
online platforms where they can express their hatred and ...
ShielDroid: a hybrid ML and DL approach for real-time malware detection system in Android
(Brac University, 2021-09)
Due to the rapid development of the advanced world of technology, there is a high
increase in devices such as smartphones and tablets, which increase the number of
applications used. Though an application has to pass the ...
Voice impersonation detection using LSTM based RNN and explainable AI
(Brac University, 2021-10)
The advancing eld of arti cial synthetic media introduced deepfakes which made
it easier to synthesize a person's voice, identical to their original voice mechanically
to use it for negative means. People's voices are ...
Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
(Brac University, 2021-09)
Agriculture has been the driving force of the Bangladesh economy. In the agricultural sector,
farmers are largely incapable of using scientific technology to maximize crop yield and identify
which crops can be grown in ...
Detecting online recruitment fraud by using machine learning
(Brac University, 2021-01)
Online Recruitment fraud (ORF) is becoming an important issue in the cyber-crime
region. Companies find it easier to hire people with the help of the internet rather
than the old traditional way. But it has greatly ...
Automatic brain tumor segmentation using U-ResUNet chain model approach
(Brac University, 2021-09)
Identifying brain tumors precisely within the early stage is still a challenging problem
for the medical sector consistent with recent research. In a previous research
approved by Cancer. Net Editorial Board, it was ...
Performance analysis of intrusion detection systems using the PyCaret machine learning library on the UNSW-NB15 dataset
(Brac University, 2021-06)
As one of the fastest growing technologies on earth, the Internet of Things (IoT)
is being embraced almost everywhere. From smart home technology to industrial
automation, IoT is revolutionizing almost everything around ...