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Publications

Displaying results 21 to 30 of 540.
  1. Shuo Yang; Kristian Kersting; Greg Terry; Jefferey Carr; Sriraam Natarajan

    Modeling Coronary Artery Calcification Levels from Behavioral Data in a Clinical Study

    In: John H. Holmes; Riccardo Bellazzi; Lucia Sacchi; Niels Peek (Hrsg.). Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine. Conference on Artificial Intelligence in Medicine (AIME-2015), June 17-20, Pavia, Italy, Pages 182-187, Lecture Notes in Computer Science, Vol. 9105, Springer, 2015.

  2. Rafet Sifa; Fabian Hadiji; Julian Runge; Anders Drachen; Kristian Kersting; Christian Bauckhage

    Predicting Purchase Decisions in Mobile Free-to-Play Games

    In: Arnav Jhala; Nathan R. Sturtevant (Hrsg.). Proceedings of the Eleventh AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. AAAI Conference on Artificial Intelligence (AAAI-2015), November 14-18, Santa Cruz, CA, USA, Pages 79-85, AAAI Press, 2015.

  3. 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.

  4. 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.

  5. 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.

  6. 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. ACM SIGMOD International Conference on Management of Data (SIGMOD-2015), May 31 - June 4, Melbourne, Victoria, Australia, Pages 285-297, ACM, 2015.

  7. 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. ACM SIGMOD International Conference on Management of Data (SIGMOD-2015), May 31 - June 4, Melbourne, Victoria, Australia, Pages 17-30, ACM, 2015.

  8. 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, Seoul, Korea, Democratic People's Republic of, Pages 14-21, IEEE Computer Society, 2015.

  9. 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.

  10. 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.