A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2019.

Manylion Llyfryddiaeth
Prif Awduron:	Farabe, Abdullah Al, Sharika, Tarin Sultana, Raonak, Nahian, Ashraf, Ghalib
Awduron Eraill:	Chakrabarty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Linear Discriminant Analysis (LDA) Logistic regression Random forest Decision tree KNN and CNN Machine learning. Computer algorithms.
Mynediad Ar-lein:	http://hdl.handle.net/10361/14745

Eitemau Tebyg

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
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Cyhoeddwyd: (2021)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
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A feature selection approach to determine obesity using machine learning method
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Cyhoeddwyd: (2021)

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

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

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

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

Social media trend analysis to predict the success of products using deep learning technique
gan: Khan, Farden Ehsan, et al.
Cyhoeddwyd: (2023)

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

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

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

Amazon product reviews sentiment analysis using supervised learning algorithms
gan: Hawladar, Mohibullah, et al.
Cyhoeddwyd: (2021)

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

Estimating flood susceptibility of Bangladesh in the future year using machine learning
gan: Alim, Sakib Bin, 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)

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

Weather forecasting using Deep Learning
gan: Fahad, Sheikh Abdul, et al.
Cyhoeddwyd: (2023)

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

Prediction of coronary heart diseases using supervised machine learning algorithms
gan: Salam, Nazia Binte, et al.
Cyhoeddwyd: (2023)

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

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

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
gan: Tasnim, Anika, et al.
Cyhoeddwyd: (2022)

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

Finding ideal geographical location for businesses using machine learning technique
gan: Mahmud, Mir Ibtid, et al.
Cyhoeddwyd: (2022)

Predicting stock market movement using sentiment analysis of twitter feed
gan: Chakraborty, Pranjal, et al.
Cyhoeddwyd: (2017)

Finding suitable locations for live campaigns using different machine learning techniques
gan: Qudar, Mohiuddin Md. Abdul, et al.
Cyhoeddwyd: (2018)

Credit card fraud detection using machine learning techniques
gan: Kabir, Tasmia, et al.
Cyhoeddwyd: (2021)

Polycystic ovary syndrome detection using neural network.
gan: Istiyaq, Tahsin, et al.
Cyhoeddwyd: (2024)

A machine learning approach to detect depression and anxiety using supervised learning
gan: Ullas, Md Tahmidur Rahman, et al.
Cyhoeddwyd: (2019)

Machine learning-based approach on predicting online shopping addiction using EEG signals
gan: Nawer, Nafisa, et al.
Cyhoeddwyd: (2023)

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

Predicting COVID-19 disease outcome and post-recovery conditions using machine learning
gan: Sajid, Abul Kasem, et al.
Cyhoeddwyd: (2021)

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

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
gan: Turjo, Aquib Abtahi, et al.
Cyhoeddwyd: (2021)

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

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

A supervised machine learning approach to predict vulnerability to drug addiction
gan: Faisal, Fahim, et al.
Cyhoeddwyd: (2020)

Supervising vehicle using pattern recognition
gan: Lushan, Mihodi Hasan, et al.
Cyhoeddwyd: (2018)

Early detection of breast cancer using machine learning
gan: Fuad, Wasi Mohammad
Cyhoeddwyd: (2019)