Learning the Limit Order Book: a comprehensive mix between stochastic and machine learning models for generation and prediction

The field of finance is an interesting field in which much research takes place. In particular, its sub-field of modeling the dynamics of order books is an interesting field, since it translates into modeling the behaviour of traders on the market. Most of the models proposed in this field can be divided into stochastic models or machine...

Generation of multivariate time series using neural networks

Energy-Optimized Toed Walking on Flexible Soles for Humanoids

In this research the role of thick flexible soles in energy-efficient humanoid walking is analyzed. It is<br/>hypothesized that, the addition of underactuated degrees of freedom under the foot gives the robot<br/>the potential to execute a pseudo-passive walking motion 1, which yields a decrease in ankle torque<br/>and energy expenditure....

Infra-gravity wave transformation across macro-tidal rocky shore platforms.

This thesis investigates the governing generating mechanisms, shoaling and reflection behaviour of infra-gravity waves on a mild-sloping, macro-tidal, rocky shore platform. The methods comprise among others, field data analysis of the Lilstock platform, numerical modelling using a calibrated XBeach model and a cross-correlation analysis to...

A Generative Approach for Data Synchronization between Web and Mobile Applications

Mobile developement is a relatively new and popular domain for applications. An increasing amount of web applications are releasing a mobile variant of their application, which requires sharing of data. Currently, the creation of a mobile version can be done in two ways: a specialized web UI for mobile devices, which lacks good abstractions for...

Automatic generation of CityGML LoD3 building models from IFC models

CityGML is a standardized data format used to store the semantic information and geometries of buildings and other object classes of 3D city models. The Level of Detail of current state of the art city models (LoD2) is not sufficient for accurate environmental simulations like noise, the solar potential of windows and other types of analyses. An...