Intelligent Analytics for Massive Data

Page 5 of 7.

1. Robert Schwarzenberg; Leonhard Hennig; Holmer Hemsen

   In-Memory Distributed Training of Linear-Chain Conditional Random Fields, with an Application to Fine-Grained Named Entity Recognition

   In: Springer Lecture Notes in Artificial Intelligence. Conference of the German Society for Computational Linguistics and Language Technology …

2. Tobias Behrens; Viktor Rosenfeld; Jonas Traub; Sebastian Breß; Volker Markl

   Efficient SIMD Vectorization for Hashing in OpenCL

   In: Michael Böhlen; Reinhard Pichler; Norman May; Erhard Rahm; Shan-Hung Wu; Katja Hose (Hrsg.). Advances in Database Technology — EDBT 2018. …

3. Jonas Traub; Philipp Grulich; Alejandro Rodriguez Cuéllar; Sebastian Breß; Asterios Katsifodimos; Tilmann Rabl; Volker Markl

   Scotty: Efficient Window Aggregation for out-of-order Stream Processing

   In: Proceedings of the 34th IEEE International Conference on Data Engineering. IEEE International Conference on Data Engineering (ICDE-2018), April …

4. Philipp Grulich; René Saitenmacher; Jonas Traub; Sebastian Breß; Tilmann Rabl; Volker Markl

   Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing

   In: Advances in Database Technology; EDBT 2018. International Conference on Extending Database Technology (EDBT-2018), 21th, March 26-29, Vienna, …

5. Clemens Lutz; Sebastian Breß; Tilmann Rabl; Steffen Zeuch; Volker Markl

   Efficient k-Means on GPUs

   In: Proceedings of the 14th International Workshop on Data Management on New Hardware. International Workshop on Data Management on New Hardware …

6. Clemens Lutz; Sebastian Breß; Tilmann Rabl; Steffen Zeuch; Volker Markl

   Efficient and Scalable k-Means on GPUs

   In: Theo Härder; Ralf Schenkel (Hrsg.). Datenbank-Spektrum, Vol. Schwerpunktbeitrag, No. 13222, Pages 1-13, Springer, 2018.

7. Jeyhun Karimov; Tilmann Rabl; Volker Markl

   PolyBench: The First Benchmark for Polystores

   In: Performance Evaluation and Benchmarking for the Era of Artificial Intelligence - 10th TPC Technology Conference. Technology Conference on …

8. Philippe Thomas; Johannes Kirschnick; Leonhard Hennig; Renlong Ai; Sven Schmeier; Holmer Hemsen; Feiyu Xu; Hans Uszkoreit

   Streaming Text Analytics for Real-time Event Recognition

   In: Proceedings of the International Conference Recent Advances in Natural Language Processing. International Conference on Recent Advances in Natural …

9. Johannes Kirschnick; Philippe Thomas

   SIA: Scalable Interoperable Annotation Server

   In: Proceedings of the BioCreative V.5 Challenge Evaluation Workshop. BioCreative Workshop, Barcelona, Spain, Pages 138-145, ISBN 978-84-933255-9-6, …

10. Bonaventura Del Monte; Jeyhun Karimov; Alireza Rezaei Mahdiraji; Tilmann Rabl; Volker Markl

    PROTEUS: Scalable Online Machine Learning for Predictive Analytics and Real-Time Interactive Visualization

    In: Proceedings of the Workshops of the EDBT/ICDT 2017 Joint Conference (EDBT/ICDT 2017). International Workshop on Big Data Management in European …

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