Mining Data for Financial Applications

Trade Selection with Supervised Learning and Optimal Coordinate Ascent (OCA).- How much does Stock Prediction improve with Sentiment Analysis?.- Applying Machine Learning to Predict Closing Prices in Stock Market: a case study.- Financial Fraud Detection with Improved Neural Arithmetic Logic Units.- Information Extraction from the GDELT Database to Analyse EU Sovereign Bond Markets.- Multi-Objective Particle Swarm Optimization for Feature Selection in Credit Scoring.- A comparative analysis of Temporal Long Text Similarity: Application to Financial Documents.- Ranking Cryptocurrencies by Brand Importance: a Social Media Analysis in ENEAGRID.- Towards the Prediction of Electricity Prices at the Intraday Market Using Shallow and Deep-Learning Methods.- Neither in the Programs Nor in the Data: Mining the Hidden Financial Knowledge with Knowledge Graphs and Reasoning.- Exploring the Predictive Power of News and Neural Machine Learning Models for Economic Forecasting.