selfie1.jpg Email: sebastian.buschjaeger tu-dortmund.de
Phone: 0231/755-8499
Fax: 0231/755-5105
Room-No.: OH12 R4.017


Research topics

  • Machine Learning: Ensemble learning, Model application, Gaussian processes, submodular functions
  • Computerarchitecture: Architecture-dependent optimizations and code generation, custom architectures/FPGAs, embedded devices


Talks & presentations

  • Gaussian Model Trees for Traffic Imputation at ICPRAM 2019 slides
  • Realization of Random Forest for Real-Time Evaluation through Tree Framing at ICDM 2018 poster,slides
  • Deep Learning for small devices and FPGAs at 4th International Summerschool for Big Data and Machine Learning 2018: Slides are available here
  • Decision Tree and Random Forest Implementations for Fast Filtering of Sensor Data (ECRTS 2018 Journal2Conference) poster,slides
  • Data Summarization on Embedded Systems at IoT-Streaming Workshop (ECML 2017) slides
  • Introduction to Deep Learning at SFB 876 Summerschool 2017: Slides are available here
  • Deep Learning on FPGAs at SFB 876 Summerschool 2017:Slides are available here


Buschjaeger/etal/2019a Buschjäger, Sebastian and Liebig, Thomas and Morik, Katharina. Gaussian Model Trees for Traffic Imputation. In Proceedings of the International Conference on Pattern Recognition Applications and Methods (ICPRAM), pages 243 - 254, SciTePress, 2019.
Buschjaeger/2018a Buschjäger, Sebastian and Chen, Kuan-Hsun and Chen, Jian-Jia, Morik, Katharina. Realization of Random Forest for Real-Time Evaluation through Tree Framing. In The IEEE International Conference on Data Mining series (ICDM), 2018.
Buschjaeger/Morik/2017b Buschjäger, Sebastian and Morik, Katharina. Decision Tree and Random Forest Implementations for Fast Filtering of Sensor Data. In IEEE Transactions on Circuits and Systems I: Regular Papers, Vol. 65-I, No. 1, pages 209--222, 2018.
Buschjaeger/Morik/2017a Buschjäger, Sebastian and Morik, Katharina and Schmidt, Maik. Summary Extraction on Data Streams in Embedded Systems. In Proceedings of the ECML Workshop on IoT Large Scale Learning From Data Streams, ceur-ws.org, 2017.
Morik/etal/2017a Morik, Katharina and Bockermann, Christian and Buschjäger, Sebastian. Big Data Science. In German journal on Artificial Intelligence (KI 2017), Vol. 32, No. 1, pages 27--36, 2017.
Buschjaeger/2016a Buschjäger, Sebastian. Online Gauß-Prozesse zur Regression auf FPGAs. TU Dortmund, 2016.
Buschjaeger/etal/2015a Buschjäger, Sebastian and Pfahler, Lukas and Morik, Katharina. Discovering Subtle Word Relation in Large German Corpora. In Proceedings of the 3rd Workshop on the Challenges in the Management of Large Corpora, 2015.
Morik/etal/2015a Morik, Katharina and Jung, Alexander and Weckwerth, Jan and Rötner, Stefan and Hess, Sibylle and Buschjäger, Sebastian and Pfahler, Lukas. Untersuchungen zur Analyse von deutschsprachigen Textdaten. No. 2, Technische Universität Dortmund, 2015.


Thesis Proposals

Supervised Theses