The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Manylion Llyfryddiaeth
Prif Awdur:	Mahmud, Mahmudul Hasan
Awduron Eraill:	Arif, Hossain
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2021
Pynciau:	Diabetes prediction Naïve Bayes Decision tree Random forest Logistic regression SVC Linear SVC KNN LassoCV GridsearchCV KFold StratifiedKFold
Mynediad Ar-lein:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14450

Eitemau Tebyg

A feature selection approach to determine obesity using machine learning method
gan: Antor, Shahidul Alam, et al.
Cyhoeddwyd: (2021)

Flood prediction using machine learning models
gan: Syeed, Miah Mohammad Asif, et al.
Cyhoeddwyd: (2022)

Identification of fake news using machine learning in distributed system
gan: Saif, Mehruz, et al.
Cyhoeddwyd: (2021)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
gan: Farabe, Abdullah Al, et al.
Cyhoeddwyd: (2021)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
gan: Alam, Auninda, et al.
Cyhoeddwyd: (2021)

Heart disease prediction using techniques of classification in machine learning
gan: Afrose, Sadia, et al.
Cyhoeddwyd: (2021)

Machine learning In breast cancer prognosis and prediction
gan: Chowdhury, Shah Abul Hasnat, et al.
Cyhoeddwyd: (2023)

A voice signal based gender prediction model using random forest classifier
gan: Ahmed, Saif, et al.
Cyhoeddwyd: (2018)

Stock market prediction using ensemble learning
gan: Rabbani, Rakin Bin, et al.
Cyhoeddwyd: (2021)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
gan: Rabbi, Md. Nafis
Cyhoeddwyd: (2024)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
gan: Bhattacharjee, Ruposri, et al.
Cyhoeddwyd: (2024)

Parking data analysis
gan: Ahamed, Kasfi, et al.
Cyhoeddwyd: (2023)

Prediction of diabetes induced complications using different machine learning algorithms
gan: Rahman, Tahsinur, et al.
Cyhoeddwyd: (2018)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
gan: Alim, Sakib Bin, et al.
Cyhoeddwyd: (2021)

OpenCV 2 computer vision application programming cookbook : over 50 recipes to master this library of programming functions for real-time computer vision /
gan: Laganière,R
Cyhoeddwyd: (2011)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
gan: Sarkar, Ripa, et al.
Cyhoeddwyd: (2024)

A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
gan: Mahmud, Shakib Izaz, et al.
Cyhoeddwyd: (2022)

Early grade prediction using profile data
gan: Iqbal, Sumaiya, et al.
Cyhoeddwyd: (2021)

Best feature selection and data visualization for breast cancer prediction
gan: Hemel, Tanjim Ahmed, et al.
Cyhoeddwyd: (2020)

Cardiovascular disease prediction model using Machine Learning Algorithm
gan: Arefin Mirdha, MD Shamsul
Cyhoeddwyd: (2023)

Analysis on the effects of wallstreetbets on the stock market
gan: Hossain, Abir, et al.
Cyhoeddwyd: (2022)

A machine learning approach to predict young voter enthusiasm based on non-political factors
gan: Rahman, Md. Nowroz Junaed, et al.
Cyhoeddwyd: (2021)

Detecting online recruitment fraud by using machine learning
gan: Ghosh, Gitanjali, et al.
Cyhoeddwyd: (2021)

A counseling system to predict the study path for freshmen
gan: Usha, Rowshni Tasneem, et al.
Cyhoeddwyd: (2019)

Machine learning for stress prediction
gan: Salehin, Sherajus, et al.
Cyhoeddwyd: (2023)

Automated fabric color prediction
gan: Muhtashima, Fawzia, et al.
Cyhoeddwyd: (2024)

Prediction of bipolar disorder from mental episodes using machine learning approach
gan: Tasmeem, Sumaiya, et al.
Cyhoeddwyd: (2023)

Predicting subject area interest of a student using naive bayes
gan: Hossain, Shakib
Cyhoeddwyd: (2016)

Performance analysis of machine learning algorithms for Malware classification
gan: Bushra, Raisa Hasan, et al.
Cyhoeddwyd: (2023)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
gan: Rahee, Arnob, et al.
Cyhoeddwyd: (2021)

Football offside tracking
gan: Mitu, Ishrat Jahan, et al.
Cyhoeddwyd: (2023)

Fighting depression: psychological approaches among Bangladeshi university students
gan: Sen, Sanjib Kumar, et al.
Cyhoeddwyd: (2022)

A novel approach to reduce air pollution through machine learning based PM2.5 prediction
gan: Alif, Omar Farhad, et al.
Cyhoeddwyd: (2023)

Prediction on large scale data using extreme gradient boosting
gan: Sawon, Md.Tariq Hasan, et al.
Cyhoeddwyd: (2016)

Forecasting stock market prices using advanced tools of machine learning
gan: Anwar, Md. Tawhid, et al.
Cyhoeddwyd: (2019)

Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
gan: Imam, Saif
Cyhoeddwyd: (2021)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
gan: Mahmud, Booshra Nazifa, et al.
Cyhoeddwyd: (2019)

Data analysis on the Bangladesh share market using Machine-Learning
gan: Sadman, Syed Hassan, et al.
Cyhoeddwyd: (2021)

Analyzing CV/resume using natural language processing and machine learning
gan: Reza, Md. Tanzim, et al.
Cyhoeddwyd: (2018)

An approach to detect epileptic seizure using XAI and machine learning
gan: Bijoy, Emam Hasan, et al.
Cyhoeddwyd: (2022)