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.

Detaylı Bibliyografya
Yazar:	Hellen, Nakayiza
Diğer Yazarlar:	Alam, Dr. Md. Ashraful
Materyal Türü:	Tez
Dil:	en_US
Baskı/Yayın Bilgisi:	BRAC University 2022
Konular:	Explainable Artificial Intelligence (XAI) Machine Learning (ML) Ensemble Learning Water Quality Public Health Model Calibration Machine learning Water quality > Congresses.
Online Erişim:	http://hdl.handle.net/10361/17501

Benzer Materyaller

Quantum lattice learning and explainable artificial intelligence for maternal and child healthcare
Yazar:: Marvin, Ggaliwango
Baskı/Yayın Bilgisi: (2022)

Bank loan prediction using machine learning
Yazar:: Mahottam, Parthosarothi, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
Yazar:: Rahman, Masroor, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
Yazar:: Khan, Labib Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Water quality monitoring using machine learning and Internet Of Things (IoT)
Yazar:: Rahman, Naveed, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Heart attack prediction using machine learning and XAI
Yazar:: Ahsan, Mumtahina
Baskı/Yayın Bilgisi: (2023)

A deep learning approach for prediction of ADHD using brain structure
Yazar:: Siam, Shafin Ahad, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
Yazar:: Shakil, Mahmudul Hasan
Baskı/Yayın Bilgisi: (2023)

Mobile sensors based human activity recognition using machine learning with explainable ML
Yazar:: Rahman, Raihan, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Predicting climate induced floods using machine learning
Yazar:: Saleh, Chowdhury Nafis, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
Yazar:: Rafat, Md. Tasbi, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Alumni opportunities using machine learning
Yazar:: Siaum, Arshif Sharlimin, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Personalization in federated recommendation system using SVD++ with explainability
Yazar:: Patwary, Kabbya Kantam, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
Yazar:: Shawan, Naveed Rahman, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Machine learning approach for improving decision support in ICU
Yazar:: Siddiquee, Mohib Billah, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Application of machine learning in credit risk assessment: a prelude to smart banking
Yazar:: Dhruba, Mir Ishrak Maheer, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Medical image reader powered by artificial intelligence
Yazar:: Palok, Tanvir Ahmed, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Machine learning approach for ECG analysis and predicting different heart diseases
Yazar:: Tithi, Sushmita Roy, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Valuation of the benefits of improving drinking water quality for households in Dhaka
Yazar:: Khushboo, Tazia Rahman
Baskı/Yayın Bilgisi: (2023)

Demystifying machine learning models for IOT attack detection with explainable AI
Yazar:: Muna, Rabeya Khatun, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Comparison of machine learning techniques to predict cardiovascular disease
Yazar:: Jaber, Mir Mohammad, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
Yazar:: Radiah, Faiza, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Crop prediction based on geographical and climatic data using machine learning and deep learning
Yazar:: Alif, Al Amin, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

A machine learning approach to credit default prediction and Individual credit scoring
Yazar:: Rahman, Md. Jaber, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
Yazar:: Mubin, Kazi Ehsanul, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
Yazar:: Ifty, Md. Hasin Sarwar, ve diğerleri
Baskı/Yayın Bilgisi: (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
Yazar:: Hossain, Md. Mehedi, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Real time performance analysis on DDoS attack detection using machine learning
Yazar:: Suvra, Debashis Kar, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Heart disease prediction using machine learning algorithms
Yazar:: Ali, Musfiq, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
Yazar:: Boateng, Albert, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

RetinalNet-500: a newly developed CNN model for eye disease detection
Yazar:: Toki, Sadikul Alim, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Voice impersonation detection using LSTM based RNN and explainable AI
Yazar:: Barua, Kawshik, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Predicting depression in Bangladeshi undergraduates using machine learning
Yazar:: Choudhury, Ahnaf Atef, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Yoga posture recognition using the deep learning process
Yazar:: Islam, Abidul, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
Yazar:: Mim, Ankhi Akter, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Sensor based water quality monitoring system
Yazar:: Paul, Bishwajit
Baskı/Yayın Bilgisi: (2018)

Investigation assistant with suspect anticipating intelligence
Yazar:: Abdullah, Saqueeb, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Implementation of diffusion model in realistic face generation
Yazar:: Rahman, Abidur, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Start up business solution using machine learning
Yazar:: Sohan, Saad Ahmed, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Machine learning as an indicator for breast cancer prediction
Yazar:: Shadman, Tahsin Mohammed, ve diğerleri
Baskı/Yayın Bilgisi: (2019)