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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	Rahman, Anika
Άλλοι συγγραφείς:	Alam, Md. Golam Rabiul
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2024
Θέματα:	Explainable AI XOPSIS LIME SHAP Maternal health Interpretability Transparency Artificial intelligence
Διαθέσιμο Online:	http://hdl.handle.net/10361/22640

Παρόμοια τεκμήρια

Demystifying machine learning models for IOT attack detection with explainable AI
ανά: Muna, Rabeya Khatun, κ.ά.
Έκδοση: (2021)

Personalization in federated recommendation system using SVD++ with explainability
ανά: Patwary, Kabbya Kantam, κ.ά.
Έκδοση: (2022)

Voice impersonation detection using LSTM based RNN and explainable AI
ανά: Barua, Kawshik, κ.ά.
Έκδοση: (2022)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
ανά: Hossain, Mainul, κ.ά.
Έκδοση: (2022)

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

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

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

Exploring Alzheimer's disease prediction with XAI in various neural network models
ανά: Rahman, Quazi Ashikur, κ.ά.
Έκδοση: (2022)

Mobile sensors based human activity recognition using machine learning with explainable ML
ανά: Rahman, Raihan, κ.ά.
Έκδοση: (2021)

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

Demystifying black-box learning models of rumor detection from social media posts
ανά: Tafannum, Faiza, κ.ά.
Έκδοση: (2021)

Advanced artificial intelligence self balanced robot for home security
ανά: Shourove, MD. Niaz Sharif, κ.ά.
Έκδοση: (2018)

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

PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework
ανά: Rahman, Tahsinur, κ.ά.
Έκδοση: (2023)

Good governance and human development
ανά: Yadav, S.N
Έκδοση: (2009)

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

Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
ανά: Rahman, Masroor, κ.ά.
Έκδοση: (2023)

Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection
ανά: Niaz, H.M, κ.ά.
Έκδοση: (2024)

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

Will AI technology reduce job opportunities in future?
ανά: Kabir, Tasnim, κ.ά.
Έκδοση: (2024)

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

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

Investigation on the strategy and impact of artificial insemination programme and performance of Crossbred Cattle in Bangladesh
ανά: Majid, M.A., κ.ά.
Έκδοση: (2019)

Comparative analysis of machine learning models for stock price analysis across different dataset sizes
ανά: Srabon, Abir Alam, κ.ά.
Έκδοση: (2023)

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

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

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

Making AI intelligible :
ανά: 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
ανά: Taki, S.M. Abrar Mustakim, κ.ά.
Έκδοση: (2024)

Introduction to AI robotics /
ανά: Murphy, Robin, 1957-
Έκδοση: (2000)

To Afghanistan concerning data transparency among government agencies
ανά: Quraishi, Haseebullah
Έκδοση: (2019)

Yoga posture recognition using the deep learning process
ανά: Islam, Abidul, κ.ά.
Έκδοση: (2023)

Predicting obesity: a comparative analysis of machine learning models incorporating different features
ανά: Rahman, Md.Sakibur, κ.ά.
Έκδοση: (2023)

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

Slides /
ανά: Kueter, Roger A.
Έκδοση: (1981)

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

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

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
ανά: Farhan, Rafid, κ.ά.
Έκδοση: (2024)

Implementation of reinforcement learning architecture to augment an AI that can self-learn to play video games
ανά: Mahmud, Aqil, κ.ά.
Έκδοση: (2023)

Women’s preferences for maternal healthcare services in Bangladesh: Evidence from a discrete choice experiment.
ανά: Mahumud, Rashidul Alam, κ.ά.
Έκδοση: (2022)