P244 - DEC 2015 - Digital Enterprise Computing

Auflistung nach:

1 - 2 von 2

Konferenzbeitrag
Improving the understanding of business processes
(Digital Enterprise Computing (DEC 2015), 2015) Schiele, Felix; Laux, Fritz; Connolly, Thomas
Business processes are important knowledge resources of a company. The knowledge contained in business processes impart procedures used to create products and services. However, modelling and application of business processes are affected by problems connected to knowledge transfer. This paper presents and implements a layered model to improve the knowledge transfer. Thus modelling and understanding of business process models is supported. An evaluation of the approach is presented and results and other areas of application are discussed.
Konferenzbeitrag
Using feature construction for dimensionality reduction in big data scenarios to allow real time classification of sequence data
(Digital Enterprise Computing (DEC 2015), 2015) Schaidnagel, Michael; Laux, Fritz; Connolly, Thomas
A sequence of transactions represents a complex and multi-dimensional type of data. Feature construction can be used to reduce the dataś dimensionality to find behavioural patterns within such sequences. The patterns can be expressed using the blue prints of the constructed relevant features. These blue prints can then be used for real time classification on other sequences.