Browsing 2023 by Title
Now showing items 57-67 of 67
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A study of forecasting stocks price by using deep Reinforcement Learning
(Independent University, Bangladesh, 2023-06)Financial investors are so concerned now about the future of the stock market and how the market will behave next decade because the world economy is now in an alarming condition which leads to losses in the stock market. ... -
A Survey on Dimensionality Reduction Techniques for Time-series Data
(Independent University, Bangladesh, 2023-06)Data analysis in modern times involves working with large volumes of data, including timeseries data. This type of data is characterized by its high dimensionality, enormous volume, and the presence of both noise and ... -
A Sustainable Approach to Establish Industry-Academia Collaboration by Engaging the Rural Community for the Developing Countries
(Australasian Association for Engineering Education, 2023, Rank B, 2023-09)Skill and knowledge both play a vital role in sustainable career development. Universities were built to nurture knowledge thus the focus was on offering a knowledge-based curriculum. On the other hand, the industry's ... -
A Systematic Analysis for Machine Learning Based Cow Price Prediction
(Independent University, Bangladesh, 2023-07)Cow meets a significant number of demands for meats in South Asian countries, and a huge number of cows were sold in Bangladesh on the eve of Eid al-Adha. Cow prices depend on several factors, and determining the price of ... -
Time Series Analysis and Forecasting of Air Quality Index of Dhaka City of Bangladesh
(Independent University, Bangladesh, 2023-05)In Dhaka, the capital city of Bangladesh, various sources including vehicle emissions, industrial activities, brick kilns, building sites, and open rubbish burning contribute to the air pollution problem. To assess the air ... -
Tissue Artifact Segmentation and Severity Assessment for Automatic Analysis using WSI
(Independent University, Bangladesh, 2023-02)Traditionally, pathological analysis and diagnosis are performed by manually eyeballing glass-slide specimens under a microscope by an expert. The whole slide image (WSI) is the digital specimen produced from the glass ... -
Understanding the Dynamics of Dengue in Bangladesh: EDA, Climate Correlation & Predictive Modeling
(Independent University, Bangladesh (IUB), 2023-10-11)This thesis presents a comprehensive exploration of the intricate relationship between air quality, dengue transmission, and climate factors in Bangladesh. Comprising two interrelated projects, this research delves into ... -
Understanding the Dynamics of Dengue in Bangladesh: EDA, Climate Correlation, and Predictive Modeling
(Independent University, Bangladesh, 2023-07)Dengue, a mosquito-borne viral infection, poses a significant threat, especially in warm, tropical climate countries like Bangladesh, India, Thailand, Malaysia, Laos, etc. This study is solely focused on the dengue data ... -
University Student's Mental Stress Detection Using Machine Learning
(Independent University, Bangladesh, 2023-06)University students are especially susceptible to the negative effects of mental stress in today's environment, which is a serious issue overall. A great deal of pressure is now being placed on a period of life that was ... -
Using an Ensemble Machine Learning Model with Explainable AI (XAI) to Diagnose Gestational Diabetes Mellitus
(The International Diabetes Federation (IDF), 2023, 2023-10)The emergence of gestational diabetes mellitus (GDM) in pregnant women is a serious health concern and an alarming issue. According to the most recent data from the International Diabetes Federation (IDF), in 2021, 16.7 ... -
Wall Climbing Glass Cleaner Robot
(Independent University, Bangladesh, 2023-06)This project aims to develop a cost-effective and easy-to-manufacture wall-climbing cleaning robot for high-rise building maintenance, where human intervention can be hazardous. The propeller thrust method was used to ...
