FMDB Transactions on Sustainable Finance and Data Science
2026 Vol.1 No.3

eISSN: 3143-1054


Editor: Karthikeyan Chinnusamy

Pages Title and author(s)
117-130 Job Trend Analyser and Skill Gap Predictor: An AI-Driven Framework for Real-Time Market Analysis R. Vinoth, Adapa Brunda Mani, Som Satyesh Behera, S. Nahul Rathinam, Azlin Abd Jamil, Melanie Elizabeth Lourens, Zhang Min, Liu Yan Keywords: Job Market Analysis; Skill Gap Prediction; Large Language Models (LLM); Predictive Analytics; Web Scraping; Career Development; Named Entity Recognition (NER). DOI: 10.69888/FTSFDS.2026.000739
131-144 Multimodal Deep Learning for Enhancing Intangible Asset Valuation through Integration of Unstructured Data Sources and Market Sentiment Analysis: A Bibliometric Analysis Hannan Afzal, Muhammad Qasim Ali, Kafait Ullah, Muhammad Zubair Qasim Keywords: Intangible Asset Valuation; Unstructured Data; Sentiment Analysis; Deep Learning (DL); Financial Modeling; Scientometric Evaluation; Global Scientific Competition. DOI: 10.69888/FTSFDS.2026.000740
145-161 FAITH-AML: A Failure-Aware Temporal Graph Learning Framework for Robust Bitcoin Fraud Detection Tanaka Kenta, Sagarika Mishra, Y. Anantha Vishwa Priya, Aditya Nawle, Noe Hernández Hernández, Syamsu Rijal Keywords: Anti-Money Laundering (AML); Concept Drift; Population Stability Index; Elliptic Dataset; Adversarial Machine Learning; Failure-Aware Systems; Hybrid Meta-Learning. DOI: 10.69888/FTSFDS.2026.000741
162-171 The Role of Data Analytics in Improving Business Information Systems for Decision-Making Thin Zar Aung, Hlaing Htake Khaung Tin, Femmy Effendy, Pirnazarov Nurnazar, Azlin Abd Jamil, Anurag Hazarika Keywords: Business Information Systems (BIS); Data Analytics; Decision-Making Process; Predictive Analytics; Reporting Accuracy; Technological Advancement; Data Management. DOI: 10.69888/FTSFDS.2026.000742
172-186 Hybrid NLP and Machine Learning Model for Intelligent Procurement Risk Analysis K. Pradeep, S. Sindhu Keywords: Procurement Risk; Scalable Structure; Operational Insights; Logistic Regression; Fuzzy Logic; Textual Inputs; Financial Risk Modelling; Self-Learning System. DOI: 10.69888/FTSFDS.2026.000743