The COMPASS project (Complex Patterns in Streams), a
NWO funded research project, is a cooperation between the Data Mining groups of
LIACS (Leiden University) and
Databases and Hypermedia (DH) at
TU Eindhoven.
The goal of the project is the development of stream mining techniques for complex patterns
such as graphs. We will try to extend the existing state-of-the-art techniques into two, orthogonal directions:
on the one hand, the mining of more complex patterns in streams, such as sequential patterns and evolving graph patterns (for example social networks),
and on the other hand, more natural stream support measures taking into account the temporal nature of most data streams.
In order to test our methods, we will have access to the data streams generated by a sensor network mounted on the "Hollandse Brug" in The Netherlands.
Full project proposal (pdf)
This project ran from 2009 to 2014.
| Name | Affilation | Role | |
|---|---|---|---|
| dr. T.G.K. (Toon) Calders | TU Eindhoven | Project leader | t.calders@tue.nl |
| dr. W.A. (Walter) Kosters | Leiden University | Project co-leader | kosters@liacs.nl |
| prof.dr. P.M.E. (Paul) de Bra | TU Eindhoven | Collaborator / Thesis advisor | debra@win.tue.nl |
| prof. dr. J.N. (Joost) Kok | Leiden University | Collaborator / Thesis advisor | joost@liacs.nl |
| dr. H. (Hendrik) Blockeel | Leiden University | Collaborator | hendrik.blockeel@cs.kuleuven.be |
| dr. A.J. (Arno) Knobbe | Leiden University | Collaborator | knobbe@liacs.nl |
| dr. M. (Mykola) Pechenizkiy | TU Eindhoven | Collaborator | m.pechenizkiy@tue.nl |
| T.L. (Lam) Hoang MSc | TU Eindhoven | PhD student | t.l.hoang@tue.nl |
| F.W. (Frank) Takes MSc | Leiden University | PhD student | ftakes@liacs.nl |
| B. (Bas) Obladen | Strukton | Expert Hollandse Brug |
A list of publications and resources can be found through the webpages of Hoang Thanh Lam and Frank Takes.