Little by little, newspapers are revealing the bright future that Artificial Intelligence (AI) is building. Intelligent machines will help everywhere. However, this bright future has a dark side: a dramatic job market contraction before its unpredictable transformation. Hence, in a near future, large numbers of job seekers will need financial support while catching up with these novel unpredict...

Artificial intelligence is a relatively new scientific and technological field which studies the nature of intelligence by using computers to produce intelligent behaviour. Initially, the main goal was a purely scientific one, understanding human intelligence, and this remains the aim of cognitive scientists. Unfortunately, such an ambitious and fascinating goal is not only far from being achie...

Many agent-based models of financial markets have been able to reproduce certain stylized facts that are observed in actual empirical time series data by using “zero-intelligence” agents whose behaviour is largely random in order to ascertain whether certain phenomena arise from market microstructure as opposed to strategic behaviour. Although these models have been highly successful, it is not...

SAS Marketing Automation enables organizations to rapidly create, modify and execute marketing campaigns, getting them quickly out the door in an automated, traceable and repeatable manner. As such, the system running your SAS Marketing Automation can have a significant impact on getting the maximum value of your software investment, so the deployment strategy is a critical consideration. Getti...

A simple electronic market is implemented where low intelligence agents engage in trading according to characteristics reported concerning typical patterns and statistics. We manage to recover distinctive patterns such as the U-shape of traded volume and gamma distributed order book while introducing a price driving process forcing the price towards its fundamental value. Two such processes are...

Investing in financial market require the reliable predicting of expecting returns, assessment of risk and reliability. Principle of portfolio orthogonality was using to reduce the risk of the investment. An artificial intelligence system may reveal new opportunities for using this principle. Prediction of recurrent neural networks ensemble is stochastically informative distribution, which is h...

Many agent-based models of financial markets have been able to reproduce certain stylized facts that are observed in actual empirical time series data by using “zero-intelligence” agents whose behaviour is largely random in order to ascertain whether certain phenomena arise from market microstructure as opposed to strategic behaviour. Although these models have been highly successful, it is not...

Purpose The assessment of the Real Estate (RE) prices depends on multiple factors that traditional evaluation methods often struggle to fully understand. Housing prices, in particular, are foundations for a better knowledge Built Environment and its characteristics. Recently, Machine Learning (ML) techniques, which subset Artificial Intelligence, gaining momentum solving complex, non-linear pro...

Das Käuferverhalten für Standardsoftware hat sich in den letzten Jahren stark geändert. Die Wachstumsraten von mehr als 25% pro Jahr sind nicht mehr zu erreichen. Softwareanbieter müssen sich auf die geänderten Marktbedingungen einstellen und einen fokussierten Ansatz zur Marktbearbeitung finden. SAP erarbeitete eine Marktsegmentierung und hat für die unterschiedlichen Marktsegmente Goto Market...