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foto.jpg Email: marco.stolpe tu-dortmund.de
Phone: 0231/755-5106
Fax: 0231/755-5105
Room-No.: OH12 R4.022

Projects

Research Topics

Publications

Stolpe/etal/2016a Stolpe, Marco and Blom, Hendrik and Morik, Katharina. Sustainable Industrial Processes by Embedded Real-Time Quality Prediction. In Computational Sustainability, pages 201--243, Springer, 2016.
Stolpe/etal/2015a Marco Stolpe and Thomas Liebig and Katharina Morik. Communication-efficient learning of traffic flow in a network of wireless presence sensors. In Proceedings of the Workshop on Parallel and Distributed Computing for Knowledge Discovery in Data Bases (PDCKDD 2015), pages (to appear), CEUR-WS, 2015.
Bhaduri/Stolpe/2013a Bhaduri, Kanishka and Stolpe, Marco. Distributed Data Mining in Sensor Networks. In Aggarwal, Charu C. (editors), Managing and Mining Sensor Data, Berlin, Heidelberg, Springer, 2013.
Bohnen/etal/2013a Bohnen, Fabian and Stolpe, Marco and Deuse, Jochen and Morik, Katharina. Using a Clustering Approach with Evolutionary Optimized Attribute Weights to Form Product Families for Production Leveling. In Windt, Katja (editors), Robust Manufacturing Control, pages 189--202, Berlin, Heidelberg, Springer, 2013.
Lieber/etal/2013a Lieber, Daniel and Stolpe, Marco and Konrad, Benedikt and Deuse, Jochen and Morik, Katharina. Quality Prediction in Interlinked Manufacturing Processes based on Supervised & Unsupervised Machine Learning. In Procedia CIRP - 46th CIRP Conf. on Manufacturing Systems, Vol. 7, pages 193-198, Elsevier, 2013.
Lieber/etal/2012a Lieber, Daniel and Konrad, Benedikt and Deuse, Jochen and Stolpe, Marco and Morik, Katharina. Sustainable Interlinked Manufacturing Processes through Real-Time Quality Prediction. In Dornfeld, David A. and Linke, Barbara S. (editors), Leveraging Technology for a Sustainable World, pages 393-398, CIRP, Berlin, Heidelberg, Springer, 2012.
Fricke/etal/2011a Fricke, Peter and Jungermann, Felix and Morik, Katharina and Piatkowski, Nico and Spinczyk, Olaf and Stolpe, Marco and Streicher, Jochen. Towards Adjusting Mobile Devices To User's Behaviour. In Atzmueller, Martin and Hotho, Andreas and Strohmaier, Markus and Chin, Alvin (editors), Analysis of Social Media and Ubiquitous Data, Vol. 6904, pages 99--118, Berlin, Heidelberg, Springer, 2011.
Stolpe/etal/2011a Stolpe, Marco and Morik, Katharina and Konrad, Benedikt and Lieber, Daniel and Deuse, Jochen. Challenges for Data Mining on Sensor Data of Interlinked Processes. In Proceedings of the Next Generation Data Mining Summit (NGDM) 2011, 2011.
Fricke/etal/2010a Fricke, Peter and Jungermann, Felix and Morik, Katharina and Piatkowski, Nico and Spinczyk, Olaf and Stolpe, Marco. Towards Adjusting Mobile Devices to User's Behaviour. In Proceedings of the International Workshop at ECML PKDD on Mining Ubiquitous and Social Environments (MUSE 2010), pages 7 -- 22, 2010.
Fricke/etal/2010b Fricke, Peter and Jungermann, Felix and Morik, Katharina and Piatkowski, Nico and Spinczyk, Olaf and Stolpe, Marco. Towards Adjusting Mobile Devices to User's Behaviour. In Atzmueller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd (editors), Lernen, Wissen & Adaptivität (LWA 2010) -- Workshop Proceedings, pages 51--58, 2010.
Fricke/etal/2010c Fricke, Peter and Stolpe, Marco. Implementing Hierarchical Heavy Hitters in RapidMiner: Solutions and Open Questions. In Proceedings of the RapidMiner Community Meeting And Conference (RCOMM 2010), 2010.
Lokuciejewski/etal/2010a Lokuciejewski, Paul and Stolpe, Marco and Morik, Katharina and Marwedel, Peter. Automatic Selection of Machine Learning Models for WCET-aware Compiler Heuristic Generation. In Proceedings of the 4th Workshop on Statistical and Machine Learning Approaches to ARchitecture and compilaTion (SMART), 2010.
Morik/etal/2010a Morik, Katharina and Stolpe, Marco and Deuse, Jochen and Bohnen, Fabian and Reichel, Ulrich. Prognosemodelle zur Ermittlung der Produkteigenschaften -- Einsatz von Data-Mining-Verfahren im Walzwerk. In stahl und eisen, No. 10, pages 80--82, 2010.
Stolpe/2003a Stolpe, Marco. Ein Algorithmus zur Losung des Farthest-Pair-Problems. Universitat Dortmund, 2003.

Software

Thesis Proposals

Supervised Theses