001 Financial news sentiment meets market data: A large language model-based approach to stock price prediction Semantic Scholar Paper Giovanni Officioso, Giancarlo Sperlí et al. Oct 1 002 Joint optimization of order batching, batch assignment-sequencing, and picker routing problem under time-window due dates Semantic Scholar Paper Ali Jahed, Á. García-Sánchez et al. Oct 1 003 Adaptive talent aligner: A large language model with dynamic hierarchical analysis and bias-corrective memory pool for personalized human resource management Semantic Scholar Paper Yuhua Xu, Jiajing Shi et al. Sep 1 004 An integrated decision-making framework to assess the lean logistics performance of suppliers under complex uncertain environment Semantic Scholar Paper Ali Görener, E. B. Tirkolaee Sep 1 005 Credit risk assessment using bayesian networks and machine learning approaches Semantic Scholar Paper Mohammad Gramifar, Golam Kabir et al. Sep 1 006 Deep time-series methods to enhance company earnings prediction performance Semantic Scholar Paper Deniz Ozbakir, A. Erdoğan et al. Sep 1 007 Detection and prediction of transactional anomalies in blockchain based accounting using mining behavior with Autoencoder-LSTM Semantic Scholar Paper Pengcheng Song Sep 1 008 Integrating managerial and investor textual data for financial distress prediction: A framework combining multi-source financial information fusion network with LLM Semantic Scholar Paper Jing Qiu, Shaoze Cui et al. Sep 1 009 Revised differential evolution algorithms for budget allocation decision under stochastic joint replenishment and consumer credit Semantic Scholar Paper Ligang Cui, Haili Ren et al. Sep 1 010 Sustainability and corporate valuation: A machine learning approach Semantic Scholar Paper V. Carvajal, Werner D. Kristjanpoller et al. Sep 1 011 The application of machine learning and deep learning on demand forecasting across time-critical industries: A systematic review Semantic Scholar Paper Asmaa Seyam, S. Mathew et al. Sep 1 012 Chat2Trade: Automating Financial RFQ Parsing with Fine-Tuned LLMs Semantic Scholar Paper Yixuan Cao, Chunhao Yang et al. Aug 9 013 Data-Centric Dual-Layer Adversarial Learning for Fraud Detection under Label Delay and Concept Drift Semantic Scholar Paper Mingxuan Shen, Liang Hong et al. Aug 9 014 IMPACTNet: Unifying Auto-bidding in End-to-End Merged Auctions Semantic Scholar Paper Yuhan Wang, Yuchao Ma et al. Aug 9 015 MTGenRec: An Efficient Distributed Training System for Generative Recommendation Models in Meituan Semantic Scholar Paper Yuxiang Wang, Chi Ma et al. Aug 9 016 Merchant Category Identification in Weixin Pay Semantic Scholar Paper Aochuan Chen, Haihong Zhao et al. Aug 9 017 TREASURE: A Transformer-Based Foundation Model for High-Volume Transaction Understanding Semantic Scholar Paper Chin-Chia Michael Yeh, Uday Singh Saini et al. Aug 9 018 Activity recommendation in business process modeling with dynamic graph neural network Semantic Scholar Paper Ziyou Gong, Xianwen Fang Today 019 Evaluation and simulation of congestion effects of digital production factors in industrial virtual agglomeration: Based on DEA and swarm intelligence-driven neural networks Semantic Scholar Paper Teng Ren, Jie Chen et al. Today 020 Reinforcement learning-driven resilient smart Warehousing: A holistic approach for replenishment and picking Semantic Scholar Paper Wing Ho Chow Elle, C. H. Li et al. Today 021 Graph-augmented transformer networks and explainable AI for economic impact forecasting in disrupted supply chains OpenAlex Paper Zhe Zhao Jul 19 022 A Human-Centric Evaluation of a Retrieval-Augmented Generation System for Explaining Quebec Insurance Contracts OpenAlex Paper David Beauchemin, Richard Khoury Jul 17 023 A Predict-then-Correct Loop Based on Few-Shot Continuous Contextual Bandit for Demand Forecasting arXiv Paper Zhiwei Lei, B. Ma et al. Jul 17 024 A quantitative study on user interaction and brand perception of visual elements in social media advertising driven by deep learning. Semantic Scholar Paper Peiye Wang, Xiaopeng Niu et al. Jul 17 025 AHRL-PM: Asynchronous Hierarchical Reinforcement Learning Framework for Enhanced Portfolio Management. Semantic Scholar Paper Shuyu Liu, Tianxiang Cui et al. Jul 17 026 In the Driver's Seat: A Multi-Company Study on the Reality of Autonomous Driving System Testing OpenAlex Paper Qunying Song, Gao Y et al. Jul 17 027 LLM Latent Edge Measurement: Point-in-Time Economic Graphs for Quantitative Investing from Corporate Disclosures OpenAlex Paper Fan Yang, Lin Zhang Jul 17 028 An intelligent expert system for logistics disruption prediction and mitigation in global supply chains: Integrating graph-based risk inference with ensemble forecasting. Semantic Scholar Paper Tianwen Zhao, Guoqing Chen et al. Jul 16 029 Beyond Generalist LLMs: Specialist Agentic Systems for Structured Code Workflow Execution arXiv Paper Harris Borman, Herman Wandabwa et al. Jul 16 030 LLM-Based Re-Ranking for Real Estate Search arXiv Paper Nkateko Ntimane, Rafel Guedes et al. Jul 16 031 A Comparative Analysis of Machine Learning Models for Long and Short-Term Forecasting of the Egyptian Stock Market: A Focus on EGX30 arXiv Paper Muhammed Walid, Ahmed El-Naeimy et al. Jul 15 032 CausalGraphX: A Counterfactual Graph Neural Network Framework for Explainable Systemic Risk Assessment arXiv Paper Rabimba Karanjai, H. Madhavarao et al. Jul 15 033 Explainable Artificial Intelligence for Anomaly Detection in Banking Transactions: An Internal Audit Perspective arXiv Paper Anupa Lodhi Jul 15 034 From Forecasts to Auditable Reports: Evidence Contracts for LLM-Assisted Housing-Guarantee Risk Monitoring arXiv Paper H. Kim, Yoontae Hwang Jul 15 035 Interpretable reinforcement learning with structured policies for prescriptive supply chain analytics OpenAlex Paper Yixuan Huang, Wei Li Jul 15 036 Advanced fraud detection in financial systems: a comparative study of machine learning models on imbalanced data OpenAlex Paper Xiangting Shi, Yakang Zhang et al. Jul 14 037 Cheaper is Better: A Discount-Aware Network for Conversion Rate Prediction in E-commerce Recommendation System arXiv Paper Ruocong Tang, Yang Huang et al. Jul 14 038 Deep-learning Causal Retrieval Optimization for Efficient e-commerce Distribution in Pinterest arXiv Paper Junpeng Hou, Xianxing Zhang et al. Jul 14 039 Fin-Analyst at FinMMEval 2026 Task 3: A Live Hybrid Trading Agent with LLM Specialists and Rule-Based Signals arXiv Paper Mohotarema Rashid, Lingzi Hong et al. Jul 14 040 Tabular Foundation Models for Discrete Choice Estimation arXiv Paper Liu Liu, Danlu Zhang Jul 14 041 Win by Silence: Deletion Non-Monotonicity, Autonomous Exploitation, and Typed-State Gating in LLM Plan Evaluation arXiv Paper Aleh Manchuliantsau Jul 14 042 A dual-stream deep learning architecture for business impact scoring and alert escalation Semantic Scholar Paper Mohammed Saad Javeed, Mst. Moushumi Khatun et al. Jul 13 043 Cost-Governed RAG: Unified Per-Tenant Cost Attribution Across Retrieval and Generation in Multi-Tenant LLM Systems arXiv Paper Navnit Shukla Jul 13 044 MMRM: A Multiplex Multimodal Representation Model for Product Ranking in E-commerce Search arXiv Paper Zhenlin Chen, Maosen Sheng et al. Jul 13 045 ManiScope: LLM-Assisted Visual Analytics of Cryptocurrency Manipulation Risk arXiv Paper Xiaolin Wen, Feng Liang et al. Jul 13 046 LLM-Enhanced Dynamic Financial Knowledge Graphs for Cross-Entity Signal Propagation and alpha discovery arXiv Paper Lin Zhang Jul 12 047 Data-Driven Telecom Marketing Optimization: A Machine Learning-Based Churn Prediction and Customer Segmentation Framework arXiv Paper N. Ali, Lina Ahmed et al. Jul 11 048 From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs arXiv Paper Tiancheng Ma, Nasir U. Eisty Jul 11 049 A Foundation Model for Multimodal Event Sequences in Financial Applications arXiv Paper N. Rusakov, Vladislav D. Meshkov et al. Jul 10 050 An artificial intelligence-driven holistic multi-criteria framework for data asset valuation. Semantic Scholar Paper Yan Gong, Zhinan Li et al. Jul 10 051 Augmenting Fundamental Analysis with Large Language Models: A RAG-Based System for Generating Investor Briefs arXiv Paper B. Ziółko, Kacper Dobrzeniewski Jul 10 052 Dynamic pricing optimization in logistics based on reinforcement learning algorithms Semantic Scholar Paper Yidan Wu, Yunshan Tang et al. Jul 10 053 Federated generative adversarial network with hybrid transformer-GRU and explainable AI for financial fraud detection OpenAlex Paper Praveen Kumar Juyal, Johnson Kolluri et al. Jul 10 054 Global Merger-Arbitrage Forecasting with Language Models arXiv Paper Hinal Jajal, Michał Mucha et al. Jul 10 055 Intelligent early warning model for financial risks of new energy vehicle enterprises based on deep learning. Semantic Scholar Paper Ling Zou, Ranshi Wang Jul 10 056 Large-Scale Portfolio Optimization Problem Under Cardinality Constraint With Enhanced Multi-Objective Evolutionary Algorithms arXiv Paper Danial Ramezani, M. A. Ardakan Jul 10 057 The application of machine learning algorithms in data mining of social platforms Semantic Scholar Paper Meihui He Jul 10 058 A Multitask Learning framework for E‐commerce time series analytics: Operational risk, demand forecasting, and anomaly detection Semantic Scholar Paper Jun He, Xiaorui An Jul 9 059 A multi-objective portfolio optimization model incorporating sentiment analysis of quarterly reports and LSTM-based price prediction Semantic Scholar Paper Esmaeil Taheripour, Seyed Jafar Sadjadi et al. Jul 9 060 Agentic AI and Retrieval-Augmented Models in Straight-Through Underwriting arXiv Paper R. Richardson, Josh Meyers et al. Jul 8