Browsing by Subject "Data mining."
Now showing items 1-20 of 22
-
Advancing sentiment classification in Bangla text: an enhanced BERT approach on the SentNoB dataset
(BRAC University, 2024-10)Since social media has entered into our lives, it has set the scene for unmatched online communication and information sharing for a significant amount of time. These platforms enable people to share their thoughts, ... -
AUNET (Attention-based unified network): leveraging attention based N-BEATS for enhanced univariate time series forecasting
(BRAC University, 2024-11)This study presents AUNET, an enhanced version of the N-BEATS model specifically designed for univariate time series forecasting by incorporating a multi-head self-attention mechanism. The motivation behind AUNET is to ... -
Automated selection of optimal cricket team using machine learning
(BRAC University, 2024)The process of selecting the best 11 players for a cricket team is a complex and critical task that requires considering various factors such as individual player performance, team dynamics, and match conditions. Traditional ... -
Bangla natural language inference
(Brac University, 2024-06)Natural Language Inference (NLI) plays a vital role in our interpretation of textual data. Understanding texts is often difficult due to the logical and contextual motivations behind them. However, with the help of a ... -
Building an AI assistance application: full-stack development internship at Planet X Inc..
(2024-10)This report is a documentation of a six-month internship I undertook at Planet X Inc. as a full-stack development intern with full responsibility for various projects centered on web application development. My main ... -
Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
(Brac University, 2024-05)Plant diseases, particularly those affecting crop plants, pose a significant danger to world food security by compromising the quality and yield of agricultural produce. Mango leaf disease is one such example. Mango leaf ... -
Determining intensity of mental state of an unsound individual through text using ML
(BRAC University, 2024-10)This research investigates the application of machine learning to detect and classify the intensity of various mental health conditions through text analysis. By analyzing user-generated statements, the study aims to ... -
Enhancing Bangla text summarization in a monolingual setting
(BRAC University, 2024-01)Text summarization entails the automated generation of a short overview of a long text, such as an article, paper or collection of documents, while maintaining its main details. It aims to compress the size of the original ... -
An exploratory analysis of the industrial machine's data for predictive maintenance operations
(Brac University, 2021-01)Modern industries nowadays heavily rely on hefty machineries which have lots of moving parts and contain sensor data. These sensor data are indexed in time order which are referred to as time series data. Industrial ... -
A graph mining-based approach to analyze the dynamics of the Twitter community of COVID-19 misinformation disseminators
(Brac University, 2024-04)The abundant dissemination of misinformation on social networks has emerged as a worldwide threat, exerting an implicit influence on public opinion and endangering the progress of social, political, and public health ... -
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 ... -
Impact of machine learning and deep learning on biomedical applications and healthcare industry
(BRAC University Research For Development Club (BURED), 2024-07-03)A new era of innovation and change in healthcare and medical diagnostics has started as a result of the advancements in Machine Learning (ML) and Deep Learning (DL). Machine learning and deep learning are not just ... -
Integration of data clustering to intelligent email classifier
(Brac University, 2017)In recent years there are more than billion of email users .People are dependent on electronic mails. ft has become an urgent and crucial component of communication .One of the cheapest and fastest communication mean. ... -
A machine learning approach to credit default prediction and Individual credit scoring
(BRAC University, 2018)In our country the credit scoring system is not in practice yet so as for our undergrad thesis, we have taken upon the challenge of delivering a model well equipped with machine learning techniques to predict loan defaults. ... -
A machine learning approach to detect depression and anxiety using supervised learning
(BRAC University, 2019-04)Depression, a major depressive disorder and anxiety are common medical illness which cause several symptoms that a ect the way a person feels, thinks, and the way he/she acts. These disorders are not only hard to endure, ... -
Mango leaf disease detection using image processing
(Brac University, 2024)Bangladesh is an agricultural country and mango cultivation plays a significant role in the economy of Bangladesh. Mango trees are at risk of different kinds of leaf disease. As a result, it can be the reason for hindering ... -
Movie recommendation using link prediction
(Brac University, 2021-09)Link prediction is an important task for analyzing movie recommendation which also has applications in other domain like, information retrieval and bioinformatics. Proximity measure quantify the closeness or similarity ... -
Parkinson’s disease freezing of gait (FOG) symptom detection using machine learning from wearable sensor data
(BRAC University, 2024-11)Freezing of gait (FoG) is a special symptom found in patients with Parkinson’s disease (PD). Patients who have FoG abruptly lose the capacity to walk as they normally would. Accelerometers worn by patients can record ... -
Predictive models for customer retention in Bangladesh: enabling proactive strategies
(Brac University, 2024-10)Ever since artificial intelligence was discovered, numerous research endeavours have concentrated on comprehending its significance inside the corporate environment [13]. These days customers are more into the quality ... -
Sales forecasting using machine learning
(BRAC University, 2024-10)In today’s aggressive and fast-paced economy, the ability to forecast sales accurately and effectively denotes a proper utilization of the available resources in planning. Typical sales forecasting methods fail quite ...
