Dost Muhammad

Background

About Dost Muhammad

Passionate Computing Tech Learner | AI Researcher | PhD Scholar I am Dost Muhammad, a dedicated professional with a robust academic background and a relentless passion for advancing the frontiers of technology. Armed with a BS (Hons) in Computer Science and an MS in Artificial Intelligence, I am currently pursuing a PhD at the School of Computer Science, University of Galway, Ireland, affiliated with CRT-AI and ADAPT research centres. Research Focus: My academic pursuits centre around Explainable Artificial Intelligence, eXplainable Deep Learning, Evaluation metrics for XAI, Multi-models and knowledge graphs. As a young researcher, I am committed to pushing the boundaries of knowledge in these exciting domains. Research work / Projects that Define My Expertise: Stock Market Trends Prediction using DL and XAI.(Heliyon, Q1) Seismic (Earthquake) Prediction with In-sample and Out-sample testing.(Applied Science, Q1) Financial Time Series Analysis Using ML for regression and classification.(Computer in Industry, Q1) Human Emotion Detection from textual data, augmented with eXplainable AI.(Complexity, Q1) Genito-Urinary Cancer Prediction through a novel framework and XAI using Time series data.(IMVIP, C) 🩺 Randomized Explainable Machine Learning Models for Efficient Medical Diagnosis JBHI, Q1) 🧠 Unveiling the black box: A systematic review of Explainable Artificial Intelligence in medical image analysis (CSBJ, Q1) Explainable Deep Learning in Oncology (ECAI 2024, A) ALL diagnosis: can efficiency and transparency coexist? An explainble deep learning approach (Scientific Reports, Nature, Q1) and some interesting research works are under review in Transactions on Service Computing, Transactions on Medical Imaging, Scientific Report, ACM Computer Survey, Information Fusion and other Q1 journals.