Vectorization Techniques for Protein Data Analysis: A Position Paper

With the increasing amount of data about the 3D structure of proteins, there is a growing need for computational techniques to analyse these structure data. In our work, we pursue a commonly technique used in On-line Analytical Processing (OLAP) domains – namely the multi-dimensional data model and vectorization of data elements onto multi-dimensional vector spaces. This paper presents preliminary work carried out in this direction and provides a vision for future work.