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Jahr: 2015
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  1. Raksha Kumaraswamy; Phillip Odom; Kristian Kersting; David Leake; Sriraam Natarajan

    Transfer Learning via Relational Type Matching

    In: Charu C. Aggarwal; Zhi-Hua Zhou; Alexander Tuzhilin; Hui Xiong; Xindong Wu (Hrsg.). 2015 IEEE International Conference on Data Mining. IEEE International Conference on Data Mining (ICDM-2015), November 14-17, Atlantic City, NJ, USA, Pages 811-816, IEEE Computer Society, 2015.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. Arun Chandrasekharan; Kenneth Schmitz; Ulrich Kühne; Rolf Drechsler

    Ensuring Safety and Reliability of IP-based System Design – A Container Approach

    In: IEEE International Symposium on Rapid System Protoyping (RSP). International Symposium on Rapid System Protoyping (RSP-2015), October 8-9, Amsterdam, Germany, 2015.

  8. Md Abdul Kadir; Md Belayet Chowdhury; Jaber AL Rashid; Shifur Rahman Shakil; Md Khalilur Rhaman

    An autonomous industrial robot for loading and unloading goods

    In: 2015 International Conference on Informatics, Electronics & Vision (ICIEV). International Conference on Informatics, Electronics & Vision (ICIEV-2015), 4th International Conference, June 15-18, Fukuoka, Japan, Pages 1-6, IEEE, 2015.

  9. 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.

  10. 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.

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