1. Intelligent manufacturing and manufacturing intelligence -- 2. Knowledge-based system -- 3. Intelligent agents and multi-agent systems -- 4. Data mining and knowledge discovery -- 5. Computational intelligence -- 6. Business process modeling and information systems modeling -- 7. Sensor...

Over the past 15 years,there have been a number of studies using text mining for predicting stock market data. Two recent publications employed support vector machines and second-order Factorization Machines, respectively, to this end. However, these approaches either completely neglect...

This paper presents different deep neural network architectures designed to forecast the distribution of returns on a portfolio of U.S. Treasury securities. A long short-term memory model and a convolutional neural network are tested as the main building blocks of each architecture. The models...