Report NEP-BIG-2024-12-02

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:

• Saber Talazadeh & Dragan Perakovic, 2024. "SARF: Enhancing Stock Market Prediction with Sentiment-Augmented Random Forest," Papers 2410.07143, arXiv.org.
• Arya Chakraborty & Auhona Basu, 2024. "A Hierarchical conv-LSTM and LLM Integrated Model for Holistic Stock Forecasting," Papers 2410.12807, arXiv.org.
• Caterina Giannetti & Maria Saveria Mavillonio, 2024. "Crowdfunding Success: Human Insights vs Algorithmic Textual Extraction," Discussion Papers 2024/315, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
• Yi Zheng & Zehao Li & Peng Jiang & Yijie Peng, 2024. "Dual-Agent Deep Reinforcement Learning for Dynamic Pricing and Replenishment," Papers 2410.21109, arXiv.org.
• Sotiris Tsolacos & Tatiana Franus, 2024. "Assessing the forecast performance of machine learning algorithms and econometric models in real estate," ERES eres2024-251, European Real Estate Society (ERES).
• Jesús Fernández-Villaverde & Galo Nuño & Jesse Perla, 2024. "Taming the Curse of Dimensionality: Quantitative Economics with Deep Learning," NBER Working Papers 33117, National Bureau of Economic Research, Inc.
• Kei Nakagawa & Masanori Hirano & Yugo Fujimoto, 2024. "Evaluating Company-specific Biases in Financial Sentiment Analysis using Large Language Models," Papers 2411.00420, arXiv.org.
• Miguel Camacho-Ruiz & Ram'on Alberto Carrasco & Gema Fern'andez-Avil'es & Antonio LaTorre, 2024. "Tourism destination events classifier based on artificial intelligence techniques," Papers 2410.19741, arXiv.org.
• Midha, Joshua, 2024. "Assessing Emerging Markets through Transactional Dynamics: A New Multi-Dimensional Valuation Framework," SocArXiv d8jkt, Center for Open Science.
• Mahdi Goldani, 2024. "Safety and Security Dynamics in Gulf Cooperation Council (GCC) Countries: A Machine Learning Approach to Forecasting Security Trends," Papers 2410.21511, arXiv.org, revised Nov 2024.
• Krantz, Sebastian, 2024. "Mapping Africa's infrastructure potential with geospatial big data and causal ML," Kiel Working Papers 2276, Kiel Institute for the World Economy (IfW Kiel).
• Item repec:ocp:rpaeco:pb_11_23 is not listed on IDEAS anymore

• Zhiyuan Pei & Jianqi Yan & Jin Yan & Bailing Yang & Ziyuan Li & Lin Zhang & Xin Liu & Yang Zhang, 2024. "A Stock Price Prediction Approach Based on Time Series Decomposition and Multi-Scale CNN using OHLCT Images," Papers 2410.19291, arXiv.org, revised Oct 2024.
• Dragos Gorduza & Yaxuan Kong & Xiaowen Dong & Stefan Zohren, 2024. "Extracting Alpha from Financial Analyst Networks," Papers 2410.20597, arXiv.org.
• Facundo Arga~naraz & Juan Carlos Escanciano, 2024. "Machine Learning Debiasing with Conditional Moment Restrictions: An Application to LATE," Papers 2410.23785, arXiv.org.
• Maria Saveria Mavillonio, 2024. "Natural Language Processing Techniques for Long Financial Document," Discussion Papers 2024/317, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
• Ruyi Tao & Kaiwei Liu & Xu Jing & Jiang Zhang, 2024. "Predicting Company Growth by Econophysics informed Machine Learning," Papers 2410.17587, arXiv.org.
• Sonnleitner, Benedikt & Stapf, Jelena & Wulff, Kai, 2024. "Benchmarking short term forecasts of regional banknote lodgements and withdrawals," Discussion Papers 39/2024, Deutsche Bundesbank.
• Christoph Koenig, 2024. "With a Little Help From the Crowd: Estimating Election Fraud with Forensic Methods," CEIS Research Paper 584, Tor Vergata University, CEIS, revised 28 Oct 2024.
• Michel F. C. Haddad & Martin Huber & Lucas Z. Zhang, 2024. "Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning," Papers 2410.21105, arXiv.org.
• Mahdi Goldani, 2024. "Forecasting Political Stability in GCC Countries," Papers 2410.21516, arXiv.org, revised Nov 2024.
• Mukashov, Askar & Robinson, Sherman & Thurlow, James & Arndt, Channing & Thomas, Timothy S., 2024. "Systematic risk profiling: A novel approach with applications to Kenya, Rwanda, and Malawi," IFPRI discussion papers 2286, International Food Policy Research Institute (IFPRI).
• Rotem Zelingher, 2024. "Democratising Agricultural Commodity Price Forecasting: The AGRICAF Approach," Papers 2410.20363, arXiv.org, revised Nov 2024.
• Yakymovych, Yaroslav, 2024. "Medical certificates and sickness absence: who stays away from work if monitoring is relaxed?," Working Paper Series 2024:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.
• Joel R. Bock, 2024. "Generating long-horizon stock "buy" signals with a neural language model," Papers 2410.18988, arXiv.org.
• Yuan Gao & Dokyun Lee & Gordon Burtch & Sina Fazelpour, 2024. "Take Caution in Using LLMs as Human Surrogates: Scylla Ex Machina," Papers 2410.19599, arXiv.org, revised Nov 2024.
• Alicia Vidler & Toby Walsh, 2024. "TraderTalk: An LLM Behavioural ABM applied to Simulating Human Bilateral Trading Interactions," Papers 2410.21280, arXiv.org.
• Ji Ma, 2024. "Can Machines Think Like Humans? A Behavioral Evaluation of LLM-Agents in Dictator Games," Papers 2410.21359, arXiv.org, revised Dec 2024.