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Now showing items 121-130 of 132
Explainable artificial intelligence and model calibration for water quality prediction
(BRAC University, 2022-08)
Water is a key necessity for survival and sustenance of all living creatures. In the
past years, the quality of water has been adversely affected by pollutants and other
harmful wastes. This increased water pollution ...
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 ...
Demystifying black-box learning models of rumor detection from social media posts
(BRAC University, 2021-09)
Social media and its users are vulnerable to the spread of rumors, therefore, protect ing users from these rumors spread is extremely important. This research proposes a
novel approach for rumor detection in social media ...
Enhancing crops production based on environmental status using machine learning techniques
(Brac University, 2020-04)
Bangladesh is an agricultural country. As the economy is based on agriculture highly,
there should be progress in this sector. To make progress in agriculture the productivity
must be increased. These days, productivity ...
Reconstruction of images with RPCA and augmenting 3D model
(Brac University, 2022-01)
Crime scene photography is one of the most essential parts of documentation for all
physical crime scenes in the field of forensic science. It is an organized and structured
operation, having a goal of helping the ...
A deep learning based autonomous electric vehicle on unstructured road conditions
(Brac University, 2021-09)
Autonomous driving vehicles are too known as driver-less cars which is one of the
foremost astounding advances of the twenty-first century, anticipated to be driverless,
effective, and crash dodging ideal urban cars of ...
A federated learning approach for detecting Parkinson’s disease through privacy preserving by blockchain
(Brac University, 2022-05)
Parkinson’s disease is a degenerative ailment caused by the loss of nerve cells in
the brain region known as the Substantia Nigra, which governs movement. These
nerve cells die or deteriorate, rendering them unable to ...
Emotion analysis using machine learning model and deep learning model on DEAP dataset
(Brac University, 2021-10)
Emotion has a signi cant in
uence on how you think and interact with others. It
serves as a link between how you feel and the actions you take, or you could say it
in
uences your life decisions on occasion. Since the ...
A decision support system for symptom-based common diseases and image-based skin diseases detection
(Brac University, 2021-05)
Nowadays, it has become di cult to get in touch with a doctor for the current pandemic
situation. Patients need to wait several days to get an appointment from the
doctor and visiting the hospitals in recent times is ...
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 ...