Predicting climate induced floods using machine learning

Predicting climate induced floods using machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

書誌詳細
主要な著者:	Saleh, Chowdhury Nafis, Alam, Farhan, Khan, Md. Jawad
その他の著者:	Shakil, Arif
フォーマット:	学位論文
言語:	English
出版事項:	Brac University 2022
主題:	Flood prediction Climate change Machine learning Artificial intelligence
オンライン･アクセス:	http://hdl.handle.net/10361/17160

類似資料

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
著者:: Toufique, S.M, 等
出版事項: (2024)

Flood prediction using machine learning models
著者:: Syeed, Miah Mohammad Asif, 等
出版事項: (2022)

Alumni opportunities using machine learning
著者:: Siaum, Arshif Sharlimin, 等
出版事項: (2019)

Flood prediction using ensemble machine learning models
著者:: Rahman, Tanvir
出版事項: (2024)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
著者:: Alim, Sakib Bin, 等
出版事項: (2021)

Bank loan prediction using machine learning
著者:: Mahottam, Parthosarothi, 等
出版事項: (2023)

Machine learning as an indicator for breast cancer prediction
著者:: Shadman, Tahsin Mohammed, 等
出版事項: (2019)

Crop prediction based on geographical and climatic data using machine learning and deep learning
著者:: Alif, Al Amin, 等
出版事項: (2019)

Investigation assistant with suspect anticipating intelligence
著者:: Abdullah, Saqueeb, 等
出版事項: (2019)

Machine learning approach for improving decision support in ICU
著者:: Siddiquee, Mohib Billah, 等
出版事項: (2019)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
著者:: Hasan, Raad, 等
出版事項: (2021)

An effective real-time flood disaster management with automated GSM warning system
著者:: Faruk, Omar, 等
出版事項: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
著者:: Islam, Zahedul, 等
出版事項: (2023)

Predicting peak performance of a cricket player using machine learning and data analytics
著者:: Azam, Akif, 等
出版事項: (2023)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
著者:: Rafat, Md. Tasbi, 等
出版事項: (2023)

Application of machine learning in credit risk assessment: a prelude to smart banking
著者:: Dhruba, Mir Ishrak Maheer, 等
出版事項: (2019)

Machine learning approach for ECG analysis and predicting different heart diseases
著者:: Tithi, Sushmita Roy, 等
出版事項: (2019)

Comparison of machine learning techniques to predict cardiovascular disease
著者:: Jaber, Mir Mohammad, 等
出版事項: (2019)

Real time performance analysis on DDoS attack detection using machine learning
著者:: Suvra, Debashis Kar, 等
出版事項: (2021)

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models
著者:: Tasnia, Rifah, 等
出版事項: (2024)

A machine learning approach to credit default prediction and Individual credit scoring
著者:: Rahman, Md. Jaber, 等
出版事項: (2018)

Start up business solution using machine learning
著者:: Sohan, Saad Ahmed, 等
出版事項: (2018)

Heart disease prediction using machine learning algorithms
著者:: Ali, Musfiq, 等
出版事項: (2019)

Comparative analysis of machine learning models for the prediction of asthma disease among the cardiovascular disease patients
著者:: Jahan, Asif
出版事項: (2024)

Predicting depression in Bangladeshi undergraduates using machine learning
著者:: Choudhury, Ahnaf Atef, 等
出版事項: (2019)

Machine learning for stress prediction
著者:: Salehin, Sherajus, 等
出版事項: (2023)

Flight fare prediction using machine learning
著者:: Noyon, Md. Shaim Hosan, 等
出版事項: (2024)

Weather Pattern Extraction using Statistical Methods & Machine Learning Techniques
著者:: Habib, Adria Binte
出版事項: (2021)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
著者:: Amin, M.M. Shahriar, 等
出版事項: (2021)

RED-LSTM: Real time emotion detection using LSTM
著者:: Labiba, Mansura Rahman, 等
出版事項: (2023)

Predictive maintenance of HVAC system using supervised machine learning algorithms
著者:: Fahim, Md. Zubayer Ahmed, 等
出版事項: (2021)

Forecasting Dhaka stock exchange prices using machine learning models: a Performance analysis
著者:: Alam, Md. Iftekharul, 等
出版事項: (2024)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
著者:: Islam, Roman, 等
出版事項: (2024)

Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
著者:: Ahmed, Md. Sabbir, 等
出版事項: (2021)

A deep learning approach for prediction of ADHD using brain structure
著者:: Siam, Shafin Ahad, 等
出版事項: (2024)

Heart attack prediction using machine learning and XAI
著者:: Ahsan, Mumtahina
出版事項: (2023)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
著者:: Khan, Labib Hasan, 等
出版事項: (2023)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
著者:: Hasan, Anita, 等
出版事項: (2022)

Impact of machine learning and deep learning on biomedical applications and healthcare industry
著者:: Kabir, Md Saif, 等
出版事項: (2024)

Breast cancer prediction using different machine learning models
著者:: Khandker Al- Muhaimin, 等
出版事項: (2020)