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ORCIDMarco Stolpe
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2020 – today
- 2022
[p3]Marco Stolpe, Katharina Morik:
Label Proportion Learning. Mach. Learn. under Resour. Constraints Vol. 3 (3) 2022: 136-156
2010 – 2019
- 2017
- [b1]Marco Stolpe:
Distributed analysis of vertically partitioned sensor measurements under communication constraints. Technical University of Dortmund, Germany, 2017 - 2016
- [j2]Mario Wiegand, Marco Stolpe, Jochen Deuse
, Katharina Morik:
Prädiktive Prozessüberwachung auf Basis verteilt erfasster Sensordaten. Autom. 64(7): 521-533 (2016) - [j1]Marco Stolpe:
The Internet of Things: Opportunities and Challenges for Distributed Data Analysis. SIGKDD Explor. 18(1): 15-34 (2016) - [c7]Marco Stolpe, Kanishka Bhaduri, Kamalika Das:
Distributed Support Vector Machines: An Overview. Solving Large Scale Learning Tasks 2016: 109-138 - [p2]Marco Stolpe, Hendrik Blom, Katharina Morik:
Sustainable Industrial Processes by Embedded Real-Time Quality Prediction. Computational Sustainability 2016: 201-243 - [e1]Stefan Michaelis, Nico Piatkowski, Marco Stolpe:
Solving Large Scale Learning Tasks. Challenges and Algorithms - Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday. Lecture Notes in Computer Science 9580, Springer 2016, ISBN 978-3-319-41705-9 [contents] - 2015
- [c6]Thomas Liebig, Marco Stolpe, Katharina Morik:
Distributed Traffic Flow Prediction with Label Proportions: From in-Network towards High Performance Computation with MPI. MUD@ICML 2015: 36-43 - 2013
- [c5]Marco Stolpe, Kanishka Bhaduri, Kamalika Das, Katharina Morik:
Anomaly Detection in Vertically Partitioned Data by Distributed Core Vector Machines. ECML/PKDD (3) 2013: 321-336 - [p1]Kanishka Bhaduri, Marco Stolpe:
Distributed Data Mining in Sensor Networks. Managing and Mining Sensor Data 2013: 211-236 - 2012
- [c4]Sangkyun Lee, Marco Stolpe, Katharina Morik:
Separable Approximate Optimization of Support Vector Machines for Distributed Sensing. ECML/PKDD (2) 2012: 387-402 - 2011
- [c3]Marco Stolpe, Katharina Morik:
Learning from Label Proportions by Optimizing Cluster Model Selection. ECML/PKDD (3) 2011: 349-364 - 2010
- [c2]Peter Fricke, Felix Jungermann, Katharina Morik, Nico Piatkowski, Olaf Spinczyk, Marco Stolpe, Jochen Streicher:
Towards Adjusting Mobile Devices to User's Behaviour. MSM/MUSE 2010: 99-118 - [c1]Peter Fricke, Felix Jungermann, Katharina Morik, Nico Piatkowski, Olaf Spinczyk, Marco Stolpe:
Towards Adjusting Mobile Devices to User's Behaviour. LWA 2010: 51-58
Coauthor Index
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