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.

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Hellen, Nakayiza
مؤلفون آخرون:	Alam, Dr. Md. Ashraful
التنسيق:	أطروحة
اللغة:	en_US
منشور في:	BRAC University 2022
الموضوعات:	Explainable Artificial Intelligence (XAI) Machine Learning (ML) Ensemble Learning Water Quality Public Health Model Calibration Machine learning Water quality > Congresses.
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/17501

مواد مشابهة

Quantum lattice learning and explainable artificial intelligence for maternal and child healthcare
بواسطة: Marvin, Ggaliwango
منشور في: (2022)

Bank loan prediction using machine learning
بواسطة: Mahottam, Parthosarothi, وآخرون
منشور في: (2023)

Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
بواسطة: Rahman, Masroor, وآخرون
منشور في: (2023)

Interpretable MOOC dropout prediction using different Ensemble Methods and XAI
بواسطة: Khan, Labib Hasan, وآخرون
منشور في: (2023)

Water quality monitoring using machine learning and Internet Of Things (IoT)
بواسطة: Rahman, Naveed, وآخرون
منشور في: (2021)

Heart attack prediction using machine learning and XAI
بواسطة: Ahsan, Mumtahina
منشور في: (2023)

A deep learning approach for prediction of ADHD using brain structure
بواسطة: Siam, Shafin Ahad, وآخرون
منشور في: (2024)

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

Mobile sensors based human activity recognition using machine learning with explainable ML
بواسطة: Rahman, Raihan, وآخرون
منشور في: (2021)

Predicting climate induced floods using machine learning
بواسطة: Saleh, Chowdhury Nafis, وآخرون
منشور في: (2022)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
بواسطة: Rafat, Md. Tasbi, وآخرون
منشور في: (2023)

Alumni opportunities using machine learning
بواسطة: Siaum, Arshif Sharlimin, وآخرون
منشور في: (2019)

Personalization in federated recommendation system using SVD++ with explainability
بواسطة: Patwary, Kabbya Kantam, وآخرون
منشور في: (2022)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
بواسطة: Shawan, Naveed Rahman, وآخرون
منشور في: (2019)

Machine learning approach for improving decision support in ICU
بواسطة: Siddiquee, Mohib Billah, وآخرون
منشور في: (2019)

Application of machine learning in credit risk assessment: a prelude to smart banking
بواسطة: Dhruba, Mir Ishrak Maheer, وآخرون
منشور في: (2019)

Medical image reader powered by artificial intelligence
بواسطة: Palok, Tanvir Ahmed, وآخرون
منشور في: (2024)

Machine learning approach for ECG analysis and predicting different heart diseases
بواسطة: Tithi, Sushmita Roy, وآخرون
منشور في: (2019)

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

Demystifying machine learning models for IOT attack detection with explainable AI
بواسطة: Muna, Rabeya Khatun, وآخرون
منشور في: (2021)

Comparison of machine learning techniques to predict cardiovascular disease
بواسطة: Jaber, Mir Mohammad, وآخرون
منشور في: (2019)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
بواسطة: Radiah, Faiza, وآخرون
منشور في: (2024)

Crop prediction based on geographical and climatic data using machine learning and deep learning
بواسطة: Alif, Al Amin, وآخرون
منشور في: (2019)

A machine learning approach to credit default prediction and Individual credit scoring
بواسطة: Rahman, Md. Jaber, وآخرون
منشور في: (2018)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
بواسطة: Mubin, Kazi Ehsanul, وآخرون
منشور في: (2022)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
بواسطة: Ifty, Md. Hasin Sarwar, وآخرون
منشور في: (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
بواسطة: Hossain, Md. Mehedi, وآخرون
منشور في: (2021)

Real time performance analysis on DDoS attack detection using machine learning
بواسطة: Suvra, Debashis Kar, وآخرون
منشور في: (2021)

Heart disease prediction using machine learning algorithms
بواسطة: Ali, Musfiq, وآخرون
منشور في: (2019)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
بواسطة: Boateng, Albert, وآخرون
منشور في: (2024)

RetinalNet-500: a newly developed CNN model for eye disease detection
بواسطة: Toki, Sadikul Alim, وآخرون
منشور في: (2023)

Voice impersonation detection using LSTM based RNN and explainable AI
بواسطة: Barua, Kawshik, وآخرون
منشور في: (2022)

Predicting depression in Bangladeshi undergraduates using machine learning
بواسطة: Choudhury, Ahnaf Atef, وآخرون
منشور في: (2019)

Yoga posture recognition using the deep learning process
بواسطة: Islam, Abidul, وآخرون
منشور في: (2023)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
بواسطة: Mim, Ankhi Akter, وآخرون
منشور في: (2024)

Sensor based water quality monitoring system
بواسطة: Paul, Bishwajit
منشور في: (2018)

Investigation assistant with suspect anticipating intelligence
بواسطة: Abdullah, Saqueeb, وآخرون
منشور في: (2019)

Implementation of diffusion model in realistic face generation
بواسطة: Rahman, Abidur, وآخرون
منشور في: (2024)

Start up business solution using machine learning
بواسطة: Sohan, Saad Ahmed, وآخرون
منشور في: (2018)

Machine learning as an indicator for breast cancer prediction
بواسطة: Shadman, Tahsin Mohammed, وآخرون
منشور في: (2019)