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Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
(Brac University, 2021-01)
The rate of population growth of southern Asia is rising dramatically. As a part of
this area, Bangladesh is no different. Moreover, the cultivable lands are declining at
a huge rate. So to maintain the balance between ...
Voice recognition using machine learning and central database to enhance security system
(Brac University, 2022-01)
Voice recognition refers to the purpose of interpreting voice or identifying any individual
voice. In modern days of technological advancement voice recognition has
been playing an integral part behind many machine ...
Using machine learning on a diverse class of problems : from rainfall to criminal actions
(BRAC University, 2015-12)
We intend to compare and analyze certain machine learning algorithms by taking two
different datasets tackling separate real world issues. The first one relates to agriculture.
Bangladesh, being an agrarian country, is ...
An efficient deep learning approach to detect skin Cancer
(Brac University, 2021-09)
Each year, millions of people around the world are affected by cancer. Research
shows that the early and accurate diagnosis of cancerous growths can have a major
effect on improving mortality rates from cancer. As human ...
A Comparative study on Bengali handwritten character recognition and prediction using CNN
(Brac University, 2021-01)
The transcription Bengali text to digital text is neither very efficient nor accurate. This proves to be a problem because most official work in Bangladesh is traditionally done in Bengali, on pen and paper hardcopy documents, ...
Alumni opportunities using machine learning
(BRAC University, 2018-12)
Improved optimum dynamic time slicing CPU scheduling algorithm based on round robin approach
(BARC University, 4/12/2017)
CPU. In this paper, the static use of dynamic time quantum as CPU Time Slice is reviewed and a
new algorithm for CPU scheduling named Improved Optimum Dynamic Time Slicing Round
Robin Algorithm (IODTSRR) is proposed for ...
Detection of fake identities on twitter using supervised machine learning
(BRAC University, 2019-05)
Social media has changed the way people get their news. Once people used to
buy newspapers to get their news but now everything is online. It has changed
the dimension of how we receive news altogether. With a growing e ...
Preliminary design concept for startups: minimum viable user experience
(Brac University, 2023-05)
Small startups often develop websites or mobile applications without fully understanding what the users really want. However, obtaining trustworthy early feedback
from customers can be challenging because they tend to ...
Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
(Brac University, 2022-01)
Due to our unhealthy diets and the consumption of enhanced cholesterol in our
daily lives, our health has become vulnerable and at risk of different types of cardiac
diseases. The most common of them is Myocardial ...