Browsing by Author "Rahman, Tanvir"
Now showing items 1-12 of 12
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Accurate analysis of mood detection using eye-images rather than facial expression recognition (FER)
(Brac University, 2022-06-05)There are several works on mood detection by machine learning from physical and neuro- physical data of people, along with works on emotion recognition using eye-tracking. We want to show that a person’s mood can be detected ... -
Analysis of real-time hostile activitiy detection from spatiotemporal features using time distributed deep convolutional neural networks, recurrent neural networks and attention-based mechanisms
(Brac University, 2022-05)Throughout time, there has been a surge of hostile activities in public places across the globe. With the advancement in technology, it has been possible to monitor public places through real time surveillance. Video ... -
Analysis on the effects of wallstreetbets on the stock market
(Brac University, 2022-01)In January of 2021, the stocks of various companies, i.e. Gamestop, AMC etc. had a huge surge in price. The incident was attributed to redditors of the subreddit called r/wallstreetbets making a massively coordinated ... -
Application of machine learning in identification of best teaching method for children with autism spectrum disorder
(Brac University, 2022-05)A good teaching method is incomprehensible for an autistic child. The autism spectrum disorder is a very diverse phenomenon. It is said that no two autistic children are the same. So, something that works for one child ... -
Data analysis on the Bangladesh share market using Machine-Learning
(Brac University, 2021-06)The stock market plays an important role in the growth of industries by supplying funding. Thousands of Bangladeshis use the stock market as a means of employment. The stock markets in Bangladesh have been declining ... -
Drone detection by neural network using SURF feature and GLCM method
(BRAC University, 2018-04)This presents a drone detection method using image processing. In the proposed model, a hybrid feature extraction method using SURF and GLCM is utilized. As a machine learning tool, we use a neural network for pattern ... -
Exploring the potentials and horizons of network block device (NBD) integration on the android ecosystem
(Brac University, 2023-09)The NBD (Network Block Device) protocol plays a pivotal role in enhancing the Android ecosystem, particularly in terms of storage management and optimizing power efficiency on ARM devices. By facilitating network block-level ... -
Flood prediction using ensemble machine learning models
(2023-07)Frequent and devastating floods in India pose a significant threat to people and property. Accurate and real-time forecasting of floods is essential to mitigate their impact. This thesis focuses on evaluating di↵erent ... -
Flood prediction using machine learning models
(Brac University, 2022-01)Floods are one of nature’s most catastrophic calamities which cause irreversible and immense damage to human life, agriculture, infrastructure and socio-economic system. Floods are one of Bangladesh’s most common natural ... -
Predicting peak performance of a cricket player using machine learning and data analytics
(Brac University, 2022-08-25)In the modern era, the game of cricket has evolved into a batting friendly lexicon more than ever. However, bowlers adapting to every suitable condition can also change the dynamics of the game. Prior studies were carried ... -
Prediction of bipolar disorder from mental episodes using machine learning approach
(Brac University, 2022-06-05)A precious gift to mankind is the ability to express their emotions or feelings and also to realize. Sometimes, an omnipresent sustained feeling or emotion can dominate a person’s behavior and affect his perception which ... -
Travel and Tourism Management System Bangladesh (Beriye Pori)
(Brac University, 2022-09)As tourism is becoming more and more popular, the requirements of the tourists are getting more complicated. Now, as the traditional travel websites with basic information or a pricing list of hotels, transportation ...
