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.

Sonraí bibleagrafaíochta
Príomhchruthaitheoir:	Mahmud, Mahmudul Hasan
Rannpháirtithe:	Arif, Hossain
Formáid:	Tráchtas
Teanga:	en_US
Foilsithe / Cruthaithe:	Brac University 2021
Ábhair:	Diabetes prediction Naïve Bayes Decision tree Random forest Logistic regression SVC Linear SVC KNN LassoCV GridsearchCV KFold StratifiedKFold
Rochtain ar líne:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14450

Míreanna comhchosúla

A feature selection approach to determine obesity using machine learning method
de réir: Antor, Shahidul Alam, et al.
Foilsithe / Cruthaithe: (2021)

Flood prediction using machine learning models
de réir: Syeed, Miah Mohammad Asif, et al.
Foilsithe / Cruthaithe: (2022)

Identification of fake news using machine learning in distributed system
de réir: Saif, Mehruz, et al.
Foilsithe / Cruthaithe: (2021)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
de réir: Farabe, Abdullah Al, et al.
Foilsithe / Cruthaithe: (2021)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
de réir: Alam, Auninda, et al.
Foilsithe / Cruthaithe: (2021)

Heart disease prediction using techniques of classification in machine learning
de réir: Afrose, Sadia, et al.
Foilsithe / Cruthaithe: (2021)

Machine learning In breast cancer prognosis and prediction
de réir: Chowdhury, Shah Abul Hasnat, et al.
Foilsithe / Cruthaithe: (2023)

A voice signal based gender prediction model using random forest classifier
de réir: Ahmed, Saif, et al.
Foilsithe / Cruthaithe: (2018)

Stock market prediction using ensemble learning
de réir: Rabbani, Rakin Bin, et al.
Foilsithe / Cruthaithe: (2021)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
de réir: Rabbi, Md. Nafis
Foilsithe / Cruthaithe: (2024)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
de réir: Bhattacharjee, Ruposri, et al.
Foilsithe / Cruthaithe: (2024)

Parking data analysis
de réir: Ahamed, Kasfi, et al.
Foilsithe / Cruthaithe: (2023)

Prediction of diabetes induced complications using different machine learning algorithms
de réir: Rahman, Tahsinur, et al.
Foilsithe / Cruthaithe: (2018)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
de réir: Alim, Sakib Bin, et al.
Foilsithe / Cruthaithe: (2021)

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

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

A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
de réir: Mahmud, Shakib Izaz, et al.
Foilsithe / Cruthaithe: (2022)

Early grade prediction using profile data
de réir: Iqbal, Sumaiya, et al.
Foilsithe / Cruthaithe: (2021)

Best feature selection and data visualization for breast cancer prediction
de réir: Hemel, Tanjim Ahmed, et al.
Foilsithe / Cruthaithe: (2020)

Cardiovascular disease prediction model using Machine Learning Algorithm
de réir: Arefin Mirdha, MD Shamsul
Foilsithe / Cruthaithe: (2023)

Analysis on the effects of wallstreetbets on the stock market
de réir: Hossain, Abir, et al.
Foilsithe / Cruthaithe: (2022)

A machine learning approach to predict young voter enthusiasm based on non-political factors
de réir: Rahman, Md. Nowroz Junaed, et al.
Foilsithe / Cruthaithe: (2021)

Detecting online recruitment fraud by using machine learning
de réir: Ghosh, Gitanjali, et al.
Foilsithe / Cruthaithe: (2021)

A counseling system to predict the study path for freshmen
de réir: Usha, Rowshni Tasneem, et al.
Foilsithe / Cruthaithe: (2019)

Machine learning for stress prediction
de réir: Salehin, Sherajus, et al.
Foilsithe / Cruthaithe: (2023)

Automated fabric color prediction
de réir: Muhtashima, Fawzia, et al.
Foilsithe / Cruthaithe: (2024)

Prediction of bipolar disorder from mental episodes using machine learning approach
de réir: Tasmeem, Sumaiya, et al.
Foilsithe / Cruthaithe: (2023)

Predicting subject area interest of a student using naive bayes
de réir: Hossain, Shakib
Foilsithe / Cruthaithe: (2016)

Performance analysis of machine learning algorithms for Malware classification
de réir: Bushra, Raisa Hasan, et al.
Foilsithe / Cruthaithe: (2023)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
de réir: Rahee, Arnob, et al.
Foilsithe / Cruthaithe: (2021)

Football offside tracking
de réir: Mitu, Ishrat Jahan, et al.
Foilsithe / Cruthaithe: (2023)

Fighting depression: psychological approaches among Bangladeshi university students
de réir: Sen, Sanjib Kumar, et al.
Foilsithe / Cruthaithe: (2022)

A novel approach to reduce air pollution through machine learning based PM2.5 prediction
de réir: Alif, Omar Farhad, et al.
Foilsithe / Cruthaithe: (2023)

Prediction on large scale data using extreme gradient boosting
de réir: Sawon, Md.Tariq Hasan, et al.
Foilsithe / Cruthaithe: (2016)

Forecasting stock market prices using advanced tools of machine learning
de réir: Anwar, Md. Tawhid, et al.
Foilsithe / Cruthaithe: (2019)

Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
de réir: Imam, Saif
Foilsithe / Cruthaithe: (2021)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
de réir: Mahmud, Booshra Nazifa, et al.
Foilsithe / Cruthaithe: (2019)

Data analysis on the Bangladesh share market using Machine-Learning
de réir: Sadman, Syed Hassan, et al.
Foilsithe / Cruthaithe: (2021)

Analyzing CV/resume using natural language processing and machine learning
de réir: Reza, Md. Tanzim, et al.
Foilsithe / Cruthaithe: (2018)

An approach to detect epileptic seizure using XAI and machine learning
de réir: Bijoy, Emam Hasan, et al.
Foilsithe / Cruthaithe: (2022)