Browsing Thesis & Report, BSc (Computer Science and Engineering) by Title
Now showing items 1046-1065 of 1356
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Prediction of anxiety and depression among the transgender in Bangladesh
(Brac University, 2022-05)Today, mental health is as important as safety. It affects people directly and indirectly. Transgender people with mental health issues are often overlooked and in our nation, especially transgender women, suffer from ... -
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 ... -
Prediction of coronary heart diseases using supervised machine learning algorithms
(Brac University, 2022-05)Cardiovascular disease is a leading cause of death worldwide. According to the Centers for Disease Control and Prevention, one person dies from heart disease every 36 seconds in the United States. In 2019, an estimated ... -
Prediction of diabetes induced complications using different machine learning algorithms
(BRAC University, 2018-08)Machine Learning is an ever expanding field of Artificial Intelligence which uses huge amount of data to develop algorithms that can detect patterns and systems. One such application of Machine Learning is developing ... -
Prediction of earthquakes: a step towards predicting the unpredictable
(Brac University, 2023-01)One of the most catastrophic natural disasters is an earthquake, especially because they typically occur without warning. It has catastrophic effects on both the econ- omy of a nation and human life. Our paper is a step ... -
Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
(Brac University, 2020-04)Epileptic seizures happen due to sudden bursts of electrical activity in the brain. This uncontrolled outburst may produce physical problems, abnormal behavior. Before the beginning of the seizure, a prediction is very ... -
Prediction of Epileptic Seizures using digital signal processing and support vector machine
(Brac University, 2020-04)Epilepsy is a neurological disorder that causes abnormal behavior and recurrent seizures due to unusual brain activity. Our study has attempted to predict seizures in epileptic patients through the process of feature ... -
Prediction of genetic mutation from clinical data of sickle cell disease using few-shot siamese bidirectional LSTM and federated learning
(Brac University, 2023-05)Sickle Cell Disease is a monogenic genetic disorder which often leads to various repercussions affecting multiple vital organs simultaneously. However, the treat- ment for Sickle Cell is diverse and often varies from ... -
Prediction of human activity using machine learning
(Brac University, 2019-12)Involving machine learning in recognizing human activities is a widely discussed topic of this era. It has a noticeable growth of interest for implementing a wide range of applications such as health monitoring, indoor ... -
Prediction of production rate for cultivable land correlating soil quality parameters and weather condition
(Brac University, 2023-07)In the modern time due to increasing global warming, the change of weather patterns and increase in pollution, the amount of crop production has been adversely affected. While on the other hand farmers trying to prevent ... -
Prediction of rainfall using data mining techniques
(BRAC University, 2017)The research for this paper concentrates on finding inter-relations between various climatic indices and predict precipitation consequently. And since rainfall is the prominent reason behind flood, our study can aid immensely ... -
Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
(Brac University, 2021-06)In the highly advanced and competitive business world, today’s marketing strategy has become very difficult. To satisfy the needs and necessities of consumers, advanced marketing research methods are required to recognize ... -
Prediction of UTR5’, CDS AND UTR3’ Splice sites in an unknown DNA sequence
(BRAC UniversityBRAC University, 2014-01)The recent flood of data from genome sequences and functional genomics has given rise to a new field, bioinformatics, which combines elements of biology and computer science. In experimental molecular biology, bioinformatics ... -
Prediction on large scale data using extreme gradient boosting
(BRAC University, 2016-08)This paper presents a use case of data mining for sales forecasting in retail demand and sales prediction. In particular, the Extreme Gradient Boosting algorithm is used to design a prediction model to accurately estimate ... -
Predictive analysis on depression among university students in Bangladesh
(Brac University, 2024-01)The identification of depression is done by medical practitioners based on mental status questionnaires and the patient’s self-reporting. Apart from the methods being highly dependent on the patient’s current mood, people ... -
Predictive location generation using machine learning approach
(BRAC University, 8/21/2017)Predicting future locations by analyzing past data is not new. Giants like Google, Yahoo or Amazon all use their own machine learning algorithms to generate it but these companies use the data for business purposes as a ... -
Predictive maintenance of HVAC system using supervised machine learning algorithms
(Brac University, 2021-09)Technological advancements, especially rich data, being incorporated into the development of buildings is simultaneously elevating the importance of fault detection and diagnostics (FDD) of energy-e cient applications ... -
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 ... -
Preserving heritage sites of Dhaka City using 3D modeling and virtual reality technology
(BRAC University, 2018-07)This thesis presents a model that is aimed at preserving heritage sites of Dhaka by implementing 3D modeling and Virtual Reality technologies. The proposed model consists of reconstructed 3D models of historical establishments, ... -
Preventing national identity forgery in Bangladesh using IGA based security controls
(Brac University, 2022-09-28)The rapid diffusion of the internet coupled with the vision of ”Digital Bangladesh” has given rise to e-government services to improve the capability, accountability, and accessibility of different e-government services ...
