Printed from https://ideas.repec.org/n/nep-big/2025-07-28.html
Report NEP-BIG-2025-07-28
This is the archive for NEP-BIG, a report on new working papers in the area of Big Data. Tom Coupé (Tom Coupe) issued this report. It is usually issued weekly.Subscribe to this report: email, RSS, or Mastodon, or Bluesky.
Other reports in NEP-BIG
The following items were announced in this report:
- Alexandre d'Aspremont & Simon Ben Arous & Jean-Charles Bricongne & Benjamin Lietti & Baptiste Meunier, 2024, "Satellites turn “concrete”: Tracking cement with satellite data and neural networks," Post-Print, HAL, number hal-05104995, DOI: 10.1016/j.jeconom.2024.105923.
- Yuke Zhang, 2025, "Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study," Papers, arXiv.org, number 2505.16136, May.
- Altug Aydemir & Cem Cebi, 2025, "Forecasting Budgetary Items in Türkiye Using Deep Learning," Working Papers, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, number 2509.
- Altug Aydemir & Mert Gokcu, 2025, "Does Deep Learning Improve Forecast Accuracy of Crude Oil Prices? Evidence from a Neural Network Approach," CBT Research Notes in Economics, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, number 2511.
- Giorgio Alfredo Spedicato & Christophe Dutang & Quentin Guibert, 2025, "Adjusting Manual Rates to Own Experience: Comparing the Credibility Approach to Machine Learning," Post-Print, HAL, number hal-04821310, Jun.
- Duane, Jackson & Morgan, Ashley & Carter, Emily, 2025, "A Review of Financial Data Analysis Techniques for Unstructured Data in the Deep Learning Era: Methods, Challenges, and Applications," OSF Preprints, Center for Open Science, number gdvbj_v1, Jun, DOI: 10.31219/osf.io/gdvbj_v1.
- Qingyu Li & Chiranjib Mukhopadhyay & Abolfazl Bayat & Ali Habibnia, 2025, "Quantum Reservoir Computing for Realized Volatility Forecasting," Papers, arXiv.org, number 2505.13933, May, revised Apr 2026.
- Kubra Bolukbas & Ertan Tok, 2025, "Machine Learning Applications in Credit Risk Prediction," Working Papers, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, number 2508.
- Millend Roy & Vladimir Pyltsov & Yinbo Hu, 2025, "IISE PG&E Energy Analytics Challenge 2025: Hourly-Binned Regression Models Beat Transformers in Load Forecasting," Papers, arXiv.org, number 2505.11390, May.
- Item repec:ehl:lserod:128852 is not listed on IDEAS anymore
- Mahdi Kohan Sefidi, 2025, "Predicting Financial Market Crises using Multilayer Network Analysis and LSTM-based Forecasting of Spillover Effects," Papers, arXiv.org, number 2505.11019, May.
- Junzhe Jiang & Chang Yang & Aixin Cui & Sihan Jin & Ruiyu Wang & Bo Li & Xiao Huang & Dongning Sun & Xinrun Wang, 2025, "FinMaster: A Holistic Benchmark for Mastering Full-Pipeline Financial Workflows with LLMs," Papers, arXiv.org, number 2505.13533, May.
- Yingjie Kuang & Tianchen Zhang & Zhen-Wei Huang & Zhongjie Zeng & Zhe-Yuan Li & Ling Huang & Yuefang Gao, 2025, "CATS: Clustering-Aggregated and Time Series for Business Customer Purchase Intention Prediction," Papers, arXiv.org, number 2505.13558, May.
- Dumas, Christelle & Gautrain, Elsa & Gosselin-Pali, Adrien, 2025, "Nutritional Benefits of Fostering: Evidence from Longitudinal Data in South Africa," FSES Working Papers, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland, number 542, Jul.
- Sander de Vries, 2025, "Measuring Family (Dis)Advantage: Lessons from Detailed Parental Information," Tinbergen Institute Discussion Papers, Tinbergen Institute, number 25-010/V, Feb.
- Capistrano, Daniel & Creighton, Mathew & Fernández-Reino, Mariña, 2025, "Ethnic and gender bias in Large Language Models across contexts," SocArXiv, Center for Open Science, number 9zusq_v1, Jul, DOI: 10.31219/osf.io/9zusq_v1.
- Gianluca De Nard & Damjan Kostovic, 2025, "Learning the shrinkage intensity: a data-driven approach for risk-optimized portfolios," ECON - Working Papers, Department of Economics - University of Zurich, number 470, May, revised Nov 2025.
- Item repec:pra:mprapa:125307 is not listed on IDEAS anymore