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.

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Rahman, Anika
مؤلفون آخرون:	Alam, Md. Golam Rabiul
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2024
الموضوعات:	Explainable AI XOPSIS LIME SHAP Maternal health Interpretability Transparency Artificial intelligence
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/22640

مواد مشابهة

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

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

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

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
بواسطة: Hossain, Mainul, وآخرون
منشور في: (2022)

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

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

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

Exploring Alzheimer's disease prediction with XAI in various neural network models
بواسطة: Rahman, Quazi Ashikur, وآخرون
منشور في: (2022)

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

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

Demystifying black-box learning models of rumor detection from social media posts
بواسطة: Tafannum, Faiza, وآخرون
منشور في: (2021)

Advanced artificial intelligence self balanced robot for home security
بواسطة: Shourove, MD. Niaz Sharif, وآخرون
منشور في: (2018)

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

PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework
بواسطة: Rahman, Tahsinur, وآخرون
منشور في: (2023)

Good governance and human development
بواسطة: Yadav, S.N
منشور في: (2009)

Explainable artificial intelligence and model calibration for water quality prediction
بواسطة: Hellen, Nakayiza
منشور في: (2022)

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)

Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection
بواسطة: Niaz, H.M, وآخرون
منشور في: (2024)

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

Will AI technology reduce job opportunities in future?
بواسطة: Kabir, Tasnim, وآخرون
منشور في: (2024)

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

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

Investigation on the strategy and impact of artificial insemination programme and performance of Crossbred Cattle in Bangladesh
بواسطة: Majid, M.A., وآخرون
منشور في: (2019)

Comparative analysis of machine learning models for stock price analysis across different dataset sizes
بواسطة: Srabon, Abir Alam, وآخرون
منشور في: (2023)

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

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

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
بواسطة: Barua, Debalina
منشور في: (2023)

Making AI intelligible :
بواسطة: 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
بواسطة: Taki, S.M. Abrar Mustakim, وآخرون
منشور في: (2024)

Introduction to AI robotics /
بواسطة: Murphy, Robin, 1957-
منشور في: (2000)

To Afghanistan concerning data transparency among government agencies
بواسطة: Quraishi, Haseebullah
منشور في: (2019)

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

Predicting obesity: a comparative analysis of machine learning models incorporating different features
بواسطة: Rahman, Md.Sakibur, وآخرون
منشور في: (2023)

The impact of artificial intelligence on the financial sector
بواسطة: Siddiqui, Ria
منشور في: (2024)

Slides /
بواسطة: Kueter, Roger A.
منشور في: (1981)

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

Ideal solution of college linear algebra : theory of matrices /
بواسطة: Rahman, Md. Abdur
منشور في: (1986)

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
بواسطة: Farhan, Rafid, وآخرون
منشور في: (2024)

Implementation of reinforcement learning architecture to augment an AI that can self-learn to play video games
بواسطة: Mahmud, Aqil, وآخرون
منشور في: (2023)

Women’s preferences for maternal healthcare services in Bangladesh: Evidence from a discrete choice experiment.
بواسطة: Mahumud, Rashidul Alam, وآخرون
منشور في: (2022)