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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Saleh, Chowdhury Nafis, Alam, Farhan, Khan, Md. Jawad
Άλλοι συγγραφείς:	Shakil, Arif
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2022
Θέματα:	Flood prediction Climate change Machine learning Artificial intelligence
Διαθέσιμο Online:	http://hdl.handle.net/10361/17160

Παρόμοια τεκμήρια

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
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Έκδοση: (2024)

Flood prediction using machine learning models
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Έκδοση: (2022)

Alumni opportunities using machine learning
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Έκδοση: (2019)

Flood prediction using ensemble machine learning models
ανά: Rahman, Tanvir
Έκδοση: (2024)

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

Bank loan prediction using machine learning
ανά: Mahottam, Parthosarothi, κ.ά.
Έκδοση: (2023)

Machine learning as an indicator for breast cancer prediction
ανά: Shadman, Tahsin Mohammed, κ.ά.
Έκδοση: (2019)

Crop prediction based on geographical and climatic data using machine learning and deep learning
ανά: Alif, Al Amin, κ.ά.
Έκδοση: (2019)

Investigation assistant with suspect anticipating intelligence
ανά: Abdullah, Saqueeb, κ.ά.
Έκδοση: (2019)

Machine learning approach for improving decision support in ICU
ανά: Siddiquee, Mohib Billah, κ.ά.
Έκδοση: (2019)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
ανά: Hasan, Raad, κ.ά.
Έκδοση: (2021)

An effective real-time flood disaster management with automated GSM warning system
ανά: Faruk, Omar, κ.ά.
Έκδοση: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
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Έκδοση: (2023)

Predicting peak performance of a cricket player using machine learning and data analytics
ανά: Azam, Akif, κ.ά.
Έκδοση: (2023)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
ανά: Rafat, Md. Tasbi, κ.ά.
Έκδοση: (2023)

Application of machine learning in credit risk assessment: a prelude to smart banking
ανά: Dhruba, Mir Ishrak Maheer, κ.ά.
Έκδοση: (2019)

Machine learning approach for ECG analysis and predicting different heart diseases
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Έκδοση: (2019)

Comparison of machine learning techniques to predict cardiovascular disease
ανά: Jaber, Mir Mohammad, κ.ά.
Έκδοση: (2019)

Real time performance analysis on DDoS attack detection using machine learning
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Έκδοση: (2021)

Urban pattern recognition from multi-spectral satellite images and flood prediction using machine learning models
ανά: Tasnia, Rifah, κ.ά.
Έκδοση: (2024)

A machine learning approach to credit default prediction and Individual credit scoring
ανά: Rahman, Md. Jaber, κ.ά.
Έκδοση: (2018)

Start up business solution using machine learning
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Έκδοση: (2018)

Heart disease prediction using machine learning algorithms
ανά: Ali, Musfiq, κ.ά.
Έκδοση: (2019)

Comparative analysis of machine learning models for the prediction of asthma disease among the cardiovascular disease patients
ανά: Jahan, Asif
Έκδοση: (2024)

Predicting depression in Bangladeshi undergraduates using machine learning
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Έκδοση: (2019)

Machine learning for stress prediction
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Έκδοση: (2023)

Flight fare prediction using machine learning
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Έκδοση: (2024)

Weather Pattern Extraction using Statistical Methods & Machine Learning Techniques
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Έκδοση: (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
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Έκδοση: (2021)

RED-LSTM: Real time emotion detection using LSTM
ανά: Labiba, Mansura Rahman, κ.ά.
Έκδοση: (2023)

Predictive maintenance of HVAC system using supervised machine learning algorithms
ανά: Fahim, Md. Zubayer Ahmed, κ.ά.
Έκδοση: (2021)

Forecasting Dhaka stock exchange prices using machine learning models: a Performance analysis
ανά: Alam, Md. Iftekharul, κ.ά.
Έκδοση: (2024)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
ανά: Islam, Roman, κ.ά.
Έκδοση: (2024)

Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
ανά: Ahmed, Md. Sabbir, κ.ά.
Έκδοση: (2021)

A deep learning approach for prediction of ADHD using brain structure
ανά: Siam, Shafin Ahad, κ.ά.
Έκδοση: (2024)

Heart attack prediction using machine learning and XAI
ανά: Ahsan, Mumtahina
Έκδοση: (2023)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
ανά: Khan, Labib Hasan, κ.ά.
Έκδοση: (2023)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
ανά: Hasan, Anita, κ.ά.
Έκδοση: (2022)

Impact of machine learning and deep learning on biomedical applications and healthcare industry
ανά: Kabir, Md Saif, κ.ά.
Έκδοση: (2024)

Breast cancer prediction using different machine learning models
ανά: Khandker Al- Muhaimin, κ.ά.
Έκδοση: (2020)