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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	Mahmud, Mahmudul Hasan
Άλλοι συγγραφείς:	Arif, Hossain
Μορφή:	Thesis
Γλώσσα:	en_US
Έκδοση:	Brac University 2021
Θέματα:	Diabetes prediction Naïve Bayes Decision tree Random forest Logistic regression SVC Linear SVC KNN LassoCV GridsearchCV KFold StratifiedKFold
Διαθέσιμο Online:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14450

Παρόμοια τεκμήρια

A feature selection approach to determine obesity using machine learning method
ανά: Antor, Shahidul Alam, κ.ά.
Έκδοση: (2021)

Flood prediction using machine learning models
ανά: Syeed, Miah Mohammad Asif, κ.ά.
Έκδοση: (2022)

Identification of fake news using machine learning in distributed system
ανά: Saif, Mehruz, κ.ά.
Έκδοση: (2021)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
ανά: Farabe, Abdullah Al, κ.ά.
Έκδοση: (2021)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
ανά: Alam, Auninda, κ.ά.
Έκδοση: (2021)

Heart disease prediction using techniques of classification in machine learning
ανά: Afrose, Sadia, κ.ά.
Έκδοση: (2021)

Machine learning In breast cancer prognosis and prediction
ανά: Chowdhury, Shah Abul Hasnat, κ.ά.
Έκδοση: (2023)

A voice signal based gender prediction model using random forest classifier
ανά: Ahmed, Saif, κ.ά.
Έκδοση: (2018)

Stock market prediction using ensemble learning
ανά: Rabbani, Rakin Bin, κ.ά.
Έκδοση: (2021)

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

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
ανά: Bhattacharjee, Ruposri, κ.ά.
Έκδοση: (2024)

Parking data analysis
ανά: Ahamed, Kasfi, κ.ά.
Έκδοση: (2023)

Prediction of diabetes induced complications using different machine learning algorithms
ανά: Rahman, Tahsinur, κ.ά.
Έκδοση: (2018)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
ανά: Alim, Sakib Bin, κ.ά.
Έκδοση: (2021)

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

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
ανά: Sarkar, Ripa, κ.ά.
Έκδοση: (2024)

A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
ανά: Mahmud, Shakib Izaz, κ.ά.
Έκδοση: (2022)

Early grade prediction using profile data
ανά: Iqbal, Sumaiya, κ.ά.
Έκδοση: (2021)

Best feature selection and data visualization for breast cancer prediction
ανά: Hemel, Tanjim Ahmed, κ.ά.
Έκδοση: (2020)

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

Analysis on the effects of wallstreetbets on the stock market
ανά: Hossain, Abir, κ.ά.
Έκδοση: (2022)

A machine learning approach to predict young voter enthusiasm based on non-political factors
ανά: Rahman, Md. Nowroz Junaed, κ.ά.
Έκδοση: (2021)

Detecting online recruitment fraud by using machine learning
ανά: Ghosh, Gitanjali, κ.ά.
Έκδοση: (2021)

A counseling system to predict the study path for freshmen
ανά: Usha, Rowshni Tasneem, κ.ά.
Έκδοση: (2019)

Machine learning for stress prediction
ανά: Salehin, Sherajus, κ.ά.
Έκδοση: (2023)

Automated fabric color prediction
ανά: Muhtashima, Fawzia, κ.ά.
Έκδοση: (2024)

Prediction of bipolar disorder from mental episodes using machine learning approach
ανά: Tasmeem, Sumaiya, κ.ά.
Έκδοση: (2023)

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

Performance analysis of machine learning algorithms for Malware classification
ανά: Bushra, Raisa Hasan, κ.ά.
Έκδοση: (2023)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
ανά: Rahee, Arnob, κ.ά.
Έκδοση: (2021)

Football offside tracking
ανά: Mitu, Ishrat Jahan, κ.ά.
Έκδοση: (2023)

Fighting depression: psychological approaches among Bangladeshi university students
ανά: Sen, Sanjib Kumar, κ.ά.
Έκδοση: (2022)

A novel approach to reduce air pollution through machine learning based PM2.5 prediction
ανά: Alif, Omar Farhad, κ.ά.
Έκδοση: (2023)

Prediction on large scale data using extreme gradient boosting
ανά: Sawon, Md.Tariq Hasan, κ.ά.
Έκδοση: (2016)

Forecasting stock market prices using advanced tools of machine learning
ανά: Anwar, Md. Tawhid, κ.ά.
Έκδοση: (2019)

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

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
ανά: Mahmud, Booshra Nazifa, κ.ά.
Έκδοση: (2019)

Data analysis on the Bangladesh share market using Machine-Learning
ανά: Sadman, Syed Hassan, κ.ά.
Έκδοση: (2021)

Analyzing CV/resume using natural language processing and machine learning
ανά: Reza, Md. Tanzim, κ.ά.
Έκδοση: (2018)

An approach to detect epileptic seizure using XAI and machine learning
ανά: Bijoy, Emam Hasan, κ.ά.
Έκδοση: (2022)