FMDB Transactions on Sustainable Finance and Data Science
2026 Vol.1 No.4

eISSN: 3143-1054


Editor: Karthikeyan Chinnusamy

Pages Title and author(s)
187-196 A Comparative Study of Multi-Factor Trading Architectures and Walk-Forward Machine Learning Filtering for Cryptocurrency Markets Vivek Gautam, Lekshmi Kalinathan, Aman Kumar Maurya, Ayush Yadav, Humara Ahmad, Mutaher Ahmed Keywords: Algorithmic Trading; Cryptocurrency Markets; Exponential Moving Averages; Bollinger Bands; Technical Indicators; Technical Indicator State Vector; Walk-Forward Optimization; High-Frequency Trading. DOI: 10.69888/FTSFDS.2026.000799
197–212 Data-Driven Reconstruction: Toward National Data Governance to Support Spatial and Service Planning Jouma Ali Al-Mohamad, Vishwajeet Vivek Kharote, Priyadarshini Balachandran, Mercedes Huerta-Soto, Orlando Carmelo Castellanos Polo, Mageshwari Manivannan Keywords: Data Governance; Post-Conflict Reconstruction; Spatial Planning; E-Government; National Data Center; Geospatial Data; Open Data; Service Delivery; Evidence-Based Policy. DOI: 10.69888/FTSFDS.2026.000800
213-222 A Retrieval-Augmented Generation Pipeline for Conversational Equity Research on Daily Company-Specific Financial News Liu Yuqiao, S. Rubin Bose, J. Angelin Jeba, Cao Yu, Kobayashi Shota, Takahashi Daiki Keywords: Retrieval-Augmented Generation; Financial NLP; Equity Research; Conversational AI; Vector Embeddings; Financial News Analysis; Large Language Models. DOI: 10.69888/FTSFDS.2026.000801
223-239 Toward Resilient Digital Economy: Challenges of Building the Tech-Startup Ecosystem in Post-Conflict Environment Alana Chiusano, Jouma Ali Al-Mohamad, Harold Abraham Joseph, Wu Zilong, Mageshwari Manivannan, Jawad Hyder Keywords: Post-Conflict Entrepreneurship; Digital Economy; Startup Ecosystem; Economic Resilience; Innovation Policy; Diaspora Engagement; Venture Capital; Regulatory Reform; Technology Startups. DOI: 10.69888/FTSFDS.2026.000802
240-267 Explainable Agentic AI for Automated Customer Insight Generation from Product Reviews Santosh Baral, Saroj Basyal, Shikha Jha, Shirsti Sharma, Mutaher Ahmed Keywords: Agentic AI; Sentiment Analysis; Customer Insight Generation; Five Product Categories; Latent Dirichlet Allocation; Explainable Agentic AI; Jupyter Notebook framework. DOI: 10.69888/FTSFDS.2026.000803