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Publikationen

Zeige Ergebnisse 11 bis 20 von 65
  1. Fabian Hadiji; Alejandro Molina; Sriraam Natarajan; Kristian Kersting

    Poisson Dependency Networks: Gradient Boosted Models for Multivariate Count Data

    In: Machine Learning, Vol. 100, No. 2-3, Pages 477-507, Springer, 2015.

  2. Marion Neumann; Shan Huang; Daniel E. Marthaler; Kristian Kersting

    pyGPs: a Python library for Gaussian process regression and classification

    In: Journal of Machine Learning Research, Vol. 16, Pages 2611-2616, JMLR, 2015.

  3. Mirwaes Wahabzada; Stefan Paulus; Kristian Kersting; Anne-Katrin Mahlein

    Automated interpretation of 3D laserscanned point clouds for plant organ segmentation

    In: BMC Bioinformatics, Vol. 16, Pages 248:1-248:11, BioMed Central, 2015.

  4. Abdallah Salama; Carsten Binnig; Tim Kraska; Erfan Zamanian

    Cost-based Fault-tolerance for Parallel Data Processing

    In: Timos K. Sellis; Susan B. Davidson; Zachary G. Ives (Hrsg.). Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data. …

  5. Erfan Zamanian; Carsten Binnig; Abdallah Salama

    Locality-aware Partitioning in Parallel Database Systems

    In: Timos K. Sellis; Susan B. Davidson; Zachary G. Ives (Hrsg.). Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data. …

  6. Carsten Binnig; Abdallah Salama; Erfan Zamanian; Muhammad El-Hindi; Sebastian Feil; Tobias Ziegler

    Spotgres - parallel data analytics on Spot Instances

    In: 31st IEEE International Conference on Data Engineering Workshops. IEEE International Conference on Data Engineering (ICDE-2015), April 13-17, …

  7. Andrew Crotty; Alex Galakatos; Emanuel Zgraggen; Carsten Binnig; Tim Kraska

    Vizdom: Interactive Analytics through Pen and Touch

    In: Proceedings of the VLDB Endowment (PVLDB), Vol. 8, No. 12, Pages 2024-2027, Association for Computing Machinery (ACM), 2015.

  8. Andrew Crotty; Alex Galakatos; Kayhan Dursun; Tim Kraska; Carsten Binnig; Ugur Çetintemel; Stan Zdonik

    An Architecture for Compiling UDF-centric Workflows

    In: Proceedings of the VLDB Endowment (PVLDB), Vol. 8, No. 12, Pages 1466-1477, Association for Computing Machinery (ACM), 2015.

  9. Christian Bauckhage; Kristian Kersting; Fabian Hadiji

    Maximum Entropy Models of Shortest Path and Outbreak Distributions in Networks

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1501.04232, Pages 0-10, arXiv, 2015.

  10. Elmar Rueckert; Rudolf Lioutikov; Roberto Calandra; Marius Schmidt; Philipp Beckerle; Jan Peters

    Low-cost Sensor Glove with Force Feedback for Learning from Demonstrations using Probabilistic Trajectory Representations

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1510.03253, Pages 0-10, arXiv, 2015.