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Now showing items 271-280 of 287
Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
(Brac University, 2022-09)
Internet-based applications like social media platforms and blogs have exploded in
popularity, and with them have come reviews and commentary on people’s daily
lives. Unfortunately, the vast majority of these evaluations ...
Stock Market Price movement prediction using RNN and Point-weight Sentiment
(Brac University, 2022-01)
Predicting the price of stocks has always been an exciting and challenging field for
academics and investors for a long time as it helps to gain high-profit margins for
investment companies, investors, and emerging ...
Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
(Brac University, 2024-01)
Flooding is a complex phenomenon that, due to its nonlinear and dynamic character,
is difficult to anticipate. As a result, the prediction of floods has emerged as a
critical area of study in the field of hydrology. ...
Fortifying federated learning: security against model poisoning attacks
(Brac University, 2024-01)
Distributed machine learning advancements have the potential to transform future
networking systems and communications. An effective framework for machine learning
has been made possible by the introduction of Federated ...
Citrus leaf disease detection by image processing
(Brac University, 2024-01)
Citrus leaf diseases bring a danger to the earnings of citrus estates. When it comes
to recovering from illness, early detection and accurate diagnosis are very necessary.
In the last several decades, there have been ...
Detecting tweet sentiment and sarcasm on online learning during covid-19
(Brac University, 2023-01)
COVID-19 pandemic has created a lot of challenges for student learning and educa tion across the globe. As a result of the global increase of the state of COVID-19,
numerous educational institutions in the whole world ...
Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
(Brac University, 2023-09)
Cancer, an enduring medical enigma with historical recognition dating back to ancient
civilizations, remains without a definitive cure. This research undertakes a
comprehensive investigation encompassing nine prevalent ...
Enhanced hate speech detection in social media using transformer-based models
(Brac University, 2024-01)
Hate speech on social media can escalate into ”cyber conflict,” detrimentally impacting
social life. With the exponential growth of Internet users and media content,
identifying abusive language in audio and video content ...
An efficient deep learning approach to classify white blood cells
(Brac University, 2023-09)
The human immune system’s white blood cells (WBCs) fight against infection and
prevent the body from potentially harmful substances. They consist of neutrophils,
eosinophils, basophils, monocytes, and lymphocytes, each ...
Automatic question & answer generation using generative Large Language Model (LLM)
(Brac University, 2024-01)
In the realm of education, student evaluation holds equal significance as imparting
knowledge. To be evaluated, students usually need to go through text-based academic
assessment methods. Instructors need to make diverse ...