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TU Berlin

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Publications

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Schelter, Sebastian and Boden, Christoph and Markl, Volker (2012). Scalable similarity-based neighborhood methods with MapReduce. Proceedings of the sixth ACM conference on Recommender systems, 163–170.

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Sebastian Schelter and Stephan Ewen and Kostas Tzoumas and Volker Markl (2013). "All roads lead to Rome": optimistic recovery for distributed iterative data processing. CIKM, 1919-1928.


Sebastian Schelter and Christoph Boden and Martin Schenck and Alexander Alexandrov and Volker Markl (2013). Distributed matrix factorization with mapreduce using a series of broadcast-joins. RecSys, 281-284.


Sebastian Schelter and Venu Satuluri and Reza Zadeh (2014). Factorbird - a Parameter Server Approach to Distributed Matrix Factorization. CoRR

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Schelter, Sebastian (2014). Scaling Data Mining in Massively Parallel Dataflow Systems. Proceedings of the 2014 SIGMOD PhD Symposium. ACM, 11–15.

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Sebastian Schelter and Juan Soto and Volker Markl and Douglas Burdick and Berthold Reinwald and Alexandre V. Evfimievski (2015). Efficient sample generation for scalable meta learning. 31st IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 13-17, 2015, 1191–1202.

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Michael Schermann and Holmer Hemsen and Christoph Buchmüller and Till Bitter and Helmut Krcmar and Volker Markl and Thomas Hoeren (2014). Big Data - Eine interdisziplinäre Chance für die Wirtschaftsinformatik. Wirtschaftsinformatik, 281–287.

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Michael Schermann and Holmer Hemsen and Christoph Buchmüller and Till Bitter and Helmut Krcmar and Volker Markl and Thomas Hoeren (2014). Big Data - An Interdisciplinary Opportunity for Information Systems Research. Business & Information Systems Engineering, 261–266.

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Schubotz, Moritz; Grigorev, Alexey; Leich, Marcus; Cohl, Howard S.; Meuschke, Norman; Gipp, Bela; Youssef, Abdou S.; Markl, Volker (2016). Semantification of Identifiers in Mathematics for Better Math Information Retrieval. SIGIR '16 : Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 135-144.

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