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.

Detaylı Bibliyografya
Yazar:	Mahmud, Mahmudul Hasan
Diğer Yazarlar:	Arif, Hossain
Materyal Türü:	Tez
Dil:	en_US
Baskı/Yayın Bilgisi:	Brac University 2021
Konular:	Diabetes prediction Naïve Bayes Decision tree Random forest Logistic regression SVC Linear SVC KNN LassoCV GridsearchCV KFold StratifiedKFold
Online Erişim:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14450

Benzer Materyaller

A feature selection approach to determine obesity using machine learning method
Yazar:: Antor, Shahidul Alam, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Flood prediction using machine learning models
Yazar:: Syeed, Miah Mohammad Asif, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Identification of fake news using machine learning in distributed system
Yazar:: Saif, Mehruz, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
Yazar:: Farabe, Abdullah Al, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
Yazar:: Alam, Auninda, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Heart disease prediction using techniques of classification in machine learning
Yazar:: Afrose, Sadia, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Machine learning In breast cancer prognosis and prediction
Yazar:: Chowdhury, Shah Abul Hasnat, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

A voice signal based gender prediction model using random forest classifier
Yazar:: Ahmed, Saif, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Stock market prediction using ensemble learning
Yazar:: Rabbani, Rakin Bin, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
Yazar:: Rabbi, Md. Nafis
Baskı/Yayın Bilgisi: (2024)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
Yazar:: Bhattacharjee, Ruposri, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Parking data analysis
Yazar:: Ahamed, Kasfi, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Prediction of diabetes induced complications using different machine learning algorithms
Yazar:: Rahman, Tahsinur, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
Yazar:: Alim, Sakib Bin, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

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

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
Yazar:: Sarkar, Ripa, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
Yazar:: Mahmud, Shakib Izaz, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Early grade prediction using profile data
Yazar:: Iqbal, Sumaiya, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Best feature selection and data visualization for breast cancer prediction
Yazar:: Hemel, Tanjim Ahmed, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Cardiovascular disease prediction model using Machine Learning Algorithm
Yazar:: Arefin Mirdha, MD Shamsul
Baskı/Yayın Bilgisi: (2023)

Analysis on the effects of wallstreetbets on the stock market
Yazar:: Hossain, Abir, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

A machine learning approach to predict young voter enthusiasm based on non-political factors
Yazar:: Rahman, Md. Nowroz Junaed, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Detecting online recruitment fraud by using machine learning
Yazar:: Ghosh, Gitanjali, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

A counseling system to predict the study path for freshmen
Yazar:: Usha, Rowshni Tasneem, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Machine learning for stress prediction
Yazar:: Salehin, Sherajus, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Automated fabric color prediction
Yazar:: Muhtashima, Fawzia, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Prediction of bipolar disorder from mental episodes using machine learning approach
Yazar:: Tasmeem, Sumaiya, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Predicting subject area interest of a student using naive bayes
Yazar:: Hossain, Shakib
Baskı/Yayın Bilgisi: (2016)

Performance analysis of machine learning algorithms for Malware classification
Yazar:: Bushra, Raisa Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
Yazar:: Rahee, Arnob, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Football offside tracking
Yazar:: Mitu, Ishrat Jahan, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Fighting depression: psychological approaches among Bangladeshi university students
Yazar:: Sen, Sanjib Kumar, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

A novel approach to reduce air pollution through machine learning based PM2.5 prediction
Yazar:: Alif, Omar Farhad, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Prediction on large scale data using extreme gradient boosting
Yazar:: Sawon, Md.Tariq Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Forecasting stock market prices using advanced tools of machine learning
Yazar:: Anwar, Md. Tawhid, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
Yazar:: Imam, Saif
Baskı/Yayın Bilgisi: (2021)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
Yazar:: Mahmud, Booshra Nazifa, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Data analysis on the Bangladesh share market using Machine-Learning
Yazar:: Sadman, Syed Hassan, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Analyzing CV/resume using natural language processing and machine learning
Yazar:: Reza, Md. Tanzim, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

An approach to detect epileptic seizure using XAI and machine learning
Yazar:: Bijoy, Emam Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2022)