XOPSIS: an explainable AI method based on the order of preference by similarity to ideal solution

XOPSIS: an explainable AI method based on the order of preference by similarity to ideal solution

This thesis is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2023.

Manylion Llyfryddiaeth
Prif Awdur:	Rahman, Anika
Awduron Eraill:	Alam, Md. Golam Rabiul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Explainable AI XOPSIS LIME SHAP Maternal health Interpretability Transparency Artificial intelligence
Mynediad Ar-lein:	http://hdl.handle.net/10361/22640

Eitemau Tebyg

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

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

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

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
gan: Hossain, Mainul, et al.
Cyhoeddwyd: (2022)

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

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

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

Exploring Alzheimer's disease prediction with XAI in various neural network models
gan: Rahman, Quazi Ashikur, et al.
Cyhoeddwyd: (2022)

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

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

Demystifying black-box learning models of rumor detection from social media posts
gan: Tafannum, Faiza, et al.
Cyhoeddwyd: (2021)

Advanced artificial intelligence self balanced robot for home security
gan: Shourove, MD. Niaz Sharif, et al.
Cyhoeddwyd: (2018)

The role of Artificial Intelligence (AI) in the detection and diagnosis of chronic diseases – a review
gan: Zaman, Mumtahina
Cyhoeddwyd: (2022)

PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework
gan: Rahman, Tahsinur, et al.
Cyhoeddwyd: (2023)

Good governance and human development
gan: Yadav, S.N
Cyhoeddwyd: (2009)

Explainable artificial intelligence and model calibration for water quality prediction
gan: Hellen, Nakayiza
Cyhoeddwyd: (2022)

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)

Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection
gan: Niaz, H.M, et al.
Cyhoeddwyd: (2024)

Transparency, efficiency, competitiveness and compliance of PPA 2006 &PPR 2008: a case study on BCIC based on KPIs
gan: Biswas, Samir
Cyhoeddwyd: (2017)

Will AI technology reduce job opportunities in future?
gan: Kabir, Tasnim, et al.
Cyhoeddwyd: (2024)

Impact of artificial intelligence in closing the gender gap among women-led industries: a developing country perspective
gan: Basir, S M
Cyhoeddwyd: (2024)

Implementing A.I based solutions to understand & predict consumer sentiment
gan: Bin Ahmed, Omar
Cyhoeddwyd: (2023)

Investigation on the strategy and impact of artificial insemination programme and performance of Crossbred Cattle in Bangladesh
gan: Majid, M.A., et al.
Cyhoeddwyd: (2019)

Comparative analysis of machine learning models for stock price analysis across different dataset sizes
gan: Srabon, Abir Alam, et al.
Cyhoeddwyd: (2023)

Artificial intelligence: Essential to Successful Consumer Acquisition for the Consumer Electronics Goods Industry in Bangladesh. A study on Walton Hi Tech Industries Ltd.
gan: Islam, MD. Wasib
Cyhoeddwyd: (2023)

Demystify the blackbox model of automated detection of lung and kidney diseases from X-ray and CT radiographs
gan: Islam, Md. Nazmul
Cyhoeddwyd: (2023)

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
gan: Barua, Debalina
Cyhoeddwyd: (2023)

Making AI intelligible :
gan: Cappelen, Herman

Mitigation of hallucination and interpretations of self attention of Mistral 7B AI to analyze and visualize context understanding ability of large language models
gan: Taki, S.M. Abrar Mustakim, et al.
Cyhoeddwyd: (2024)

Introduction to AI robotics /
gan: Murphy, Robin, 1957-
Cyhoeddwyd: (2000)

To Afghanistan concerning data transparency among government agencies
gan: Quraishi, Haseebullah
Cyhoeddwyd: (2019)

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

Predicting obesity: a comparative analysis of machine learning models incorporating different features
gan: Rahman, Md.Sakibur, et al.
Cyhoeddwyd: (2023)

The impact of artificial intelligence on the financial sector
gan: Siddiqui, Ria
Cyhoeddwyd: (2024)

Slides /
gan: Kueter, Roger A.
Cyhoeddwyd: (1981)

Maternity leave: (A study of its impact on female employees in organisations in Dhaka Bangladesh)
gan: Chowdhury, Shaan Ahmed
Cyhoeddwyd: (2023)

Ideal solution of college linear algebra : theory of matrices /
gan: Rahman, Md. Abdur
Cyhoeddwyd: (1986)

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
gan: Farhan, Rafid, et al.
Cyhoeddwyd: (2024)

Implementation of reinforcement learning architecture to augment an AI that can self-learn to play video games
gan: Mahmud, Aqil, et al.
Cyhoeddwyd: (2023)

Women’s preferences for maternal healthcare services in Bangladesh: Evidence from a discrete choice experiment.
gan: Mahumud, Rashidul Alam, et al.
Cyhoeddwyd: (2022)