Explainable artificial intelligence and model calibration for water quality prediction

Explainable artificial intelligence and model calibration for water quality prediction

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

Manylion Llyfryddiaeth
Prif Awdur:	Hellen, Nakayiza
Awduron Eraill:	Alam, Dr. Md. Ashraful
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	BRAC University 2022
Pynciau:	Explainable Artificial Intelligence (XAI) Machine Learning (ML) Ensemble Learning Water Quality Public Health Model Calibration Machine learning Water quality > Congresses.
Mynediad Ar-lein:	http://hdl.handle.net/10361/17501

Eitemau Tebyg

Quantum lattice learning and explainable artificial intelligence for maternal and child healthcare
gan: Marvin, Ggaliwango
Cyhoeddwyd: (2022)

Bank loan prediction using machine learning
gan: Mahottam, Parthosarothi, et al.
Cyhoeddwyd: (2023)

Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
gan: Rahman, Masroor, et al.
Cyhoeddwyd: (2023)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
gan: Khan, Labib Hasan, et al.
Cyhoeddwyd: (2023)

Water quality monitoring using machine learning and Internet Of Things (IoT)
gan: Rahman, Naveed, et al.
Cyhoeddwyd: (2021)

Heart attack prediction using machine learning and XAI
gan: Ahsan, Mumtahina
Cyhoeddwyd: (2023)

A deep learning approach for prediction of ADHD using brain structure
gan: Siam, Shafin Ahad, et al.
Cyhoeddwyd: (2024)

A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
gan: Shakil, Mahmudul Hasan
Cyhoeddwyd: (2023)

Mobile sensors based human activity recognition using machine learning with explainable ML
gan: Rahman, Raihan, et al.
Cyhoeddwyd: (2021)

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

Multimodal human detection in disaster situations using deep learning & artificial intelligence
gan: Rafat, Md. Tasbi, et al.
Cyhoeddwyd: (2023)

Alumni opportunities using machine learning
gan: Siaum, Arshif Sharlimin, et al.
Cyhoeddwyd: (2019)

Personalization in federated recommendation system using SVD++ with explainability
gan: Patwary, Kabbya Kantam, et al.
Cyhoeddwyd: (2022)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
gan: Shawan, Naveed Rahman, et al.
Cyhoeddwyd: (2019)

Machine learning approach for improving decision support in ICU
gan: Siddiquee, Mohib Billah, et al.
Cyhoeddwyd: (2019)

Application of machine learning in credit risk assessment: a prelude to smart banking
gan: Dhruba, Mir Ishrak Maheer, et al.
Cyhoeddwyd: (2019)

Medical image reader powered by artificial intelligence
gan: Palok, Tanvir Ahmed, et al.
Cyhoeddwyd: (2024)

Machine learning approach for ECG analysis and predicting different heart diseases
gan: Tithi, Sushmita Roy, et al.
Cyhoeddwyd: (2019)

Valuation of the benefits of improving drinking water quality for households in Dhaka
gan: Khushboo, Tazia Rahman
Cyhoeddwyd: (2023)

Demystifying machine learning models for IOT attack detection with explainable AI
gan: Muna, Rabeya Khatun, et al.
Cyhoeddwyd: (2021)

Comparison of machine learning techniques to predict cardiovascular disease
gan: Jaber, Mir Mohammad, et al.
Cyhoeddwyd: (2019)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
gan: Radiah, Faiza, et al.
Cyhoeddwyd: (2024)

Crop prediction based on geographical and climatic data using machine learning and deep learning
gan: Alif, Al Amin, et al.
Cyhoeddwyd: (2019)

A machine learning approach to credit default prediction and Individual credit scoring
gan: Rahman, Md. Jaber, et al.
Cyhoeddwyd: (2018)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
gan: Mubin, Kazi Ehsanul, et al.
Cyhoeddwyd: (2022)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
gan: Ifty, Md. Hasin Sarwar, et al.
Cyhoeddwyd: (2024)

A classification and prediction based approach for real-time ETP outlet monitoring through E-IoT and remote sensing using machine learning and deep learning
gan: Hossain, Md. Mehedi, et al.
Cyhoeddwyd: (2021)

Real time performance analysis on DDoS attack detection using machine learning
gan: Suvra, Debashis Kar, et al.
Cyhoeddwyd: (2021)

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

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

RetinalNet-500: a newly developed CNN model for eye disease detection
gan: Toki, Sadikul Alim, et al.
Cyhoeddwyd: (2023)

Voice impersonation detection using LSTM based RNN and explainable AI
gan: Barua, Kawshik, et al.
Cyhoeddwyd: (2022)

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

Yoga posture recognition using the deep learning process
gan: Islam, Abidul, et al.
Cyhoeddwyd: (2023)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
gan: Mim, Ankhi Akter, et al.
Cyhoeddwyd: (2024)

Sensor based water quality monitoring system
gan: Paul, Bishwajit
Cyhoeddwyd: (2018)

Investigation assistant with suspect anticipating intelligence
gan: Abdullah, Saqueeb, et al.
Cyhoeddwyd: (2019)

Implementation of diffusion model in realistic face generation
gan: Rahman, Abidur, et al.
Cyhoeddwyd: (2024)

Start up business solution using machine learning
gan: Sohan, Saad Ahmed, et al.
Cyhoeddwyd: (2018)

Machine learning as an indicator for breast cancer prediction
gan: Shadman, Tahsin Mohammed, et al.
Cyhoeddwyd: (2019)