| 2014 | SENSYS | The ECO data set and the performance of non-intrusive load monitoring algorithms. | Christian Beckel, Wilhelm Kleiminger, Romano Cicchetti, Thorsten Staake, Silvia Santini |
| 2013 | IECON | Are domestic load profiles stable over time? An attempt to identify target households for demand side management campaigns. | Hng-n Cao, Christian Beckel, Thorsten Staake |
| 2013 | SENSYS | Using unlabeled Wi-Fi scan data to discover occupancy patterns of private households. | Wilhelm Kleiminger, Christian Beckel, Anind K. Dey, Silvia Santini |
| 2013 | SENSYS | Occupancy Detection from Electricity Consumption Data. | Wilhelm Kleiminger, Christian Beckel, Thorsten Staake, Silvia Santini |
| 2012 | MUM | Demo: uncovering device whispers in smart homes. | Simon Mayer, Christian Beckel, Bram Scheidegger, Claude Barthels, Gbor Srs |
| 2012 | SENSYS | Towards automatic classification of private households using electricity consumption data. | Christian Beckel, Leyna Sadamori, Silvia Santini |
| 2011 | ETFA | Requirements for smart home applications and realization with WS4D-PipesBox. | Christian Beckel, Heinz Serfas, Elmar Zeeb, Guido Moritz, Frank Golatowski, Dirk Timmermann |