Report NEP-BIG-2025-05-26

This is the archive for NEP-BIG, a report on new working papers in the area of Big Data. Tom Coupé issued this report. It is usually issued weekly.

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Other reports in NEP-BIG

The following items were announced in this report:

• Magaletti, Nicola & Notarnicola, Valeria & Di Molfetta, Mauro & Mariani, Stefano & Leogrande, Angelo, 2025. "Data-Driven Welding Quality Assessment: Leveraging IoT and Machine Learning in Industrial Practice," MPRA Paper 124548, University Library of Munich, Germany.
• Jacob Carlson & Melissa Dell, 2025. "A Unifying Framework for Robust and Efficient Inference with Unstructured Data," Papers 2505.00282, arXiv.org.
• Giovanni Ballarin & Jacopo Capra & Petros Dellaportas, 2025. "Multi-Horizon Echo State Network Prediction of Intraday Stock Returns," Papers 2504.19623, arXiv.org.
• Nicolas de Roux & Laurent Ferrara, 2025. "Capturing international influences in U.S. monetary policy through a NLP approach," EconomiX Working Papers 2025-23, University of Paris Nanterre, EconomiX.
• Marco Zanotti, 2025. "Do global forecasting models require frequent retraining?," Working Papers 551, University of Milano-Bicocca, Department of Economics.
• Giovanni Compiani & Ilya Morozov & Stephan Seiler, 2025. "Demand Estimation with Text and Image Data," Papers 2503.20711, arXiv.org, revised Mar 2025.
• Ziqi Li, 2025. "Explainable AI in Spatial Analysis," Papers 2505.00591, arXiv.org.
• Tiantian Tu, 2025. "Bridging Short- and Long-Term Dependencies: A CNN-Transformer Hybrid for Financial Time Series Forecasting," Papers 2504.19309, arXiv.org.
• Alina Landowska & Robert A. K{l}opotek & Dariusz Filip & Konrad Raczkowski, 2025. "GDP-GFCF Dynamics Across Global Economies: A Comparative Study of Panel Regressions and Random Forest," Papers 2504.20993, arXiv.org.
• Amelie BARBIER-GAUCHARD & Emmanouil SOFIANOS, 2024. "Forecasting Public Debt in the Euro Area Using Machine Learning: Decision Tools for Financial Markets," Working Papers of BETA 2024-47, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
• Castro-Iragorri, Carlos & Parra-Diaz, Manuel, 2025. "Stability focused end to end frameworks for risk budgeting portfolios," Documentos de Trabajo 21367, Universidad del Rosario.
• Manuel Parra-Diaz & Carlos Castro-Iragorri, 2025. "Deep Declarative Risk Budgeting Portfolios," Papers 2504.19980, arXiv.org.
• Prashant Garg & Thiemo Fetzer, 2025. "Artificial Intelligence health advice accuracy varies across languages and contexts," Papers 2504.18310, arXiv.org.
• Hirmer, Christine & Metzger, Lina-Jeanette, 2025. "Text Mining mit der "Temi-Box"," IAB-Forschungsbericht 202513, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
• Joao Felipe Gueiros & Hemanth Chandravamsi & Steven H. Frankel, 2025. "Deep Learning vs. Black-Scholes: Option Pricing Performance on Brazilian Petrobras Stocks," Papers 2504.20088, arXiv.org.
• Kyungsu Kim, 2025. "Forecasting Labor Demand: Predicting JOLT Job Openings using Deep Learning Model," Papers 2503.19048, arXiv.org.
• Venkat Ram Reddy Ganuthula & Krishna Kumar Balaraman, 2025. "Artificial Intelligence Quotient (AIQ): A Novel Framework for Measuring Human-AI Collaborative Intelligence," Papers 2503.16438, arXiv.org.
• Sugat Chaturvedi & Rochana Chaturvedi, 2025. "Who Gets the Callback? Generative AI and Gender Bias," Papers 2504.21400, arXiv.org.
• Lars Hornuf & David J. Streich & Niklas Töllich, 2025. "Making GenAI Smarter: Evidence from a Portfolio Allocation Experiment," CESifo Working Paper Series 11862, CESifo.
• Jennifer Priefer Author-1-Name-First: Jennifer Author-1-Name-Last: Priefer & Jan-Peter Kucklick Author-2-Name-First: Jan-Peter Author-2-Name-Last: Kucklick & Daniel Beverungen Author-3-Name-First: Dan, 2025. "Elucidating the Predictive Power of Search and Experience Qualities for Pricing of Complex Goods: A Machine Learning-based Study on Real Estate Appraisal," Working Papers Dissertations 138, Paderborn University, Faculty of Business Administration and Economics.
• Michaela Kecskésová & Štěpán Mikula, 2025. "The Effects of Air Pollution on Mood: Evidence from Twitter," MUNI ECON Working Papers 2025-05, Masaryk University.