Flood prediction using ensemble machine learning models

Flood prediction using ensemble machine learning models

This thesis is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2023.

Detalles Bibliográficos
Autor principal:	Rahman, Tanvir
Otros Autores:	Alam,Golam Rabiul
Formato:	Tesis
Lenguaje:	English
Publicado:	2024
Materias:	Floods Machine learning Binary logistic regression Stacked generalization model Regression analysis > Data processing
Acceso en línea:	http://hdl.handle.net/10361/22984

Ejemplares similares

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

A thesis on utilizing machine learning models to predict material hardship
por: Das, Tirtha
Publicado: (2024)

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

Predicting climate induced floods using machine learning
por: Saleh, Chowdhury Nafis, et al.
Publicado: (2022)

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

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

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
por: Boateng, Albert, et al.
Publicado: (2024)

Performance analysis of machine learning algorithms in resume recommendation systems
por: Hasan, Ibteaz, et al.
Publicado: (2018)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
por: Boateng, Albert, et al.
Publicado: (2024)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
por: Karim, Shabab, et al.
Publicado: (2018)

Machine learning for stress prediction
por: Salehin, Sherajus, et al.
Publicado: (2023)

Where will you setup your business next?: a machine learning approach to suggest ideal geographical location for new restaurant establishment
por: Shihab, Ibne Farabi, et al.
Publicado: (2018)

Application of machine learning techniques on the context of livestock analysis
por: Islam, Md. Shajedul, et al.
Publicado: (2018)

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

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

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

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

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

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

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

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
por: Toufique, S.M, et al.
Publicado: (2024)

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

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

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

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

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

Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path
por: Saquib, Muhammad Sadman, et al.
Publicado: (2019)

Travel time prediction using machine learning and weather impact on traffic conditions
por: Deb, Bilash, et al.
Publicado: (2018)

Supershop management Models: An optimised way to manage the supershop using hyperautomation and machine learning
por: Ahmed, Shuvro, et al.
Publicado: (2023)

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

Heart disease prediction using machine learning algorithms
por: Ali, Musfiq, et al.
Publicado: (2019)

Performance analysis of different machine learning approaches for single modal facial expression detection
por: Zinia, Surovi, et al.
Publicado: (2018)

Machine learning based stream selection of secondary school students in Bangladesh
por: Ahmad, Shabbir
Publicado: (2024)

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

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

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

Predicting depression in Bangladeshi undergraduates using machine learning
por: Choudhury, Ahnaf Atef, et al.
Publicado: (2019)

Predicting depression in Bangladeshi undergraduates using machine learning
por: Choudhury, Ahnaf Atef, et al.
Publicado: (2019)

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

Analyzing the security of e-Health data based on a hybrid federated learning model
por: Shafin, Md. Mehtabul Islam, et al.
Publicado: (2023)