Browsing by Subject "Data mining"
Now showing items 1-20 of 25
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Bangla text classification using machine learning and deep learning techniques
(Brac University, 2021-09)At present, we have seen everything is getting digitized where technology almost takes full control over our life. As a result, a massive number of textual documents are generated on online platforms and news articles ... -
Blockchain based Secured Multipurpose Identity (SMID) management system for smart cities
(Brac University, 2021-09)Blockchain, the decentralized architecture and distributed public ledger technology that enables Bitcoin, has recently drawn a strong interest from governments, nancial institutions, and high-tech companies. In modern ... -
Customer segmentation using K-means
(Brac University, 2022-05)Sales Maximization is a critical aspect of operating any business. Our thesis aims to help businesses to probe deep into their market reach as we group customers us ing the customer segmentation approach. Our dataset is ... -
Detecting Adverse Drug Reaction (ADR) with data mining and predicting its intensity with machine learning
(BRAC University, 2018-07)Adverse Drug Reaction (ADR) is one of the many uncertainties which are considered as a fatal threat in the field of pharmacy and medical diagnosis. Utmost care is taken to test a new drug thoroughly before it is introduced ... -
Detection of fake identities on twitter using supervised machine learning
(BRAC University, 2019-05)Social media has changed the way people get their news. Once people used to buy newspapers to get their news but now everything is online. It has changed the dimension of how we receive news altogether. With a growing e ... -
Early detection of lung cancer risk using data mining
(© 2013 Asian Pacific Journal of Cancer Prevention, 2013)Background: Lung cancer is the leading cause of cancer death worldwide Therefore, identification of genetic as well as environmental factors is very important in developing novel methods of lung cancer prevention. However, ... -
Emotion recognition from facial expression of autism spectrum disordered children using image processing and machine learning algorithms
(BRAC University, 2018-12)Emotion recognition from facial expression is one of the most popular research sectors in Computer Science for last several years. As face recognition of different people is already established and become very common in ... -
Evaluating user influence in Twitter based on hashtags using data mining
(BRAC University, 2017-08)As more and more data is being processed and generated every day, it has become a tremendous challenge to process and analyze. Big data analysis is a process of collecting, organizing and analyzing large sets of data to ... -
Exploring the applications of deep reinforcement learning and quantum variational circuit In quantum machine learning
(Brac University, 2021-09)In recent years, quantum computing has outperformed classical computing in many aspects, including the advancement of approaches in Reinforcement Learning prob- lems. Particularly, it has the power to utilize the quantum ... -
Forecasting market movement in Dhaka Stock Exchange: LSTM vs. ARIMA
(Brac University, 2019-04)This paper creates and examines the performance of LSTM models against ARIMA models, using Dhaka Stock Exchange data from beginning of 2000 to the beginning of 2019. An algorithm has been designed to simultaneously train ... -
Gene classification and pattern analysis using data mining and machine learning techniques
(Brac University, 2021-06)Gene classification and pattern extraction from gene sequence data is essential in understanding different gene sequence features. The field of gene expression data analysis has grown in the past few years from being ... -
Graph data mining-based community clustering for gender-biased community detection of social media
(Brac University, 2023-05)One of the alarming and uprising issues of the world is gender inequality in recent decades. It is a widespread problem that affects people all around the world, albeit its manifestations and severity vary depending on ... -
Handwritten Bangla character recognition to braille pattern conversion using image processing and machine learning
(BRAC University, 2018-12)There has been significant development in the recent Education System with the rapid development of technology however there are very few facilities that can help those people with disabilities such people without sight. ... -
Heart failure risk prediction and medicine recommendation system using exploratory analysis and big data analytics
(BRAC University, 2018-12)With the ever increasing population of the world, diseases and their possibilities are also increasing at an alarming rate. As time passes by, diagnosing diseases and providing appropriate treatment at the right time has ... -
Identification and comparison of factors behind mental turbulence of public and private university students
(Brac University, 2021-06)Among the young generation of Bangladesh, especially university students, mental health is a challenging but ignored topic. The primary goal of this paper is to analyze mental states found in university students all while ... -
Importance of educational data mining for optimized operations in Brac University
(Brac University, 2021-05)This report is a highlight of my Internship experience at the Office of the Registrar at Brac University and is aimed towards the portraying overview of the organization and my research project – “Importance of Educational ... -
Intelligent assisted living in pregnancy
(Brac University, 2022-01)Pregnancy period has always been the most sensitive and tenacious phase for the mothers to go through. Despite living in this modern world, it is still difficult to fight with the distress and complications of pregnancy, ... -
Market basket analysis for improving the effectiveness of marketing and sales using Apriori, FP Growth and Eclat Algorithm
(BRAC Univeristy, 8/21/2017)Data mining approach with the help of best frequent pattern extracting algorithm can have a big impact in the field of marketing and sales. Frequent pattern mining is a widely researched field in data mining because of its ... -
Predicting a T20 cricket match result while the match is in progress
(BRAC University, 8/23/2015)Data Mining and Machine learning in Sports Analytics, is a brand new research field in Computer Science with a lot of challenge. In this research the goal is to design a result prediction system for a T20 cricket match ... -
Predicting depression in Bangladeshi undergraduates using machine learning
(BRAC University, 2018-12)Depression is a major disorder and a growing problem that impacts a person’s way of living, disrupting natural functioning and impeding thought processes while they might remain oblivious to the fact that they are suffering ...