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Dekobild im Seitenkopf ISMLL
 
People: Nghia Duong-Trung, Dr. (Original name: Dương Trung Nghĩa)
Graduation: July 2017
Phone, Fax, Email:
Phone:
Fax:
e-mail:

Postal address:
Information Systems and Machine Learning Lab
Universitätsplatz 1
University of Hildesheim
31141 Hildesheim
Germany

Visitor address:
Information Systems and Machine Learning Lab
Samelsonplatz 1
University of Hildesheim
31141 Hildesheim
Germany

Publications during PhD:
Books:

  • Nghia Duong-Trung (2017):
    Social Media Learning: Novel Text Analytics for Geolocation and Topic Modeling, PhD thesis, University of Hildesheim, Cuvillier Verlag Göttingen (Available in https://cuvillier.de) .
Articles:
  • Nghia Duong-Trung, Lars Schmidt-Thieme (2017):
    On Discovering the Number of Document Topics via Conceptual Latent Space, in Proceedings of ACM International Conference on Information and Knowledge Management (CIKM 2017), Singapore.
  • Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme (2017):
    Finding Hierarchy of Topics from Twitter Data, in Proceedings of Knowledge Discovery, Data Mining and Machine Learning (KDML 2017), Rostock, Germany.
  • Martin Wistuba, Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme (2016):
    Bank Card Usage Prediction Exploiting Geolocation Information, in , Riva del Garda, Italy. ECML-PKDD 2016 Discovery Challenge Award: Best System of the Bank Card Usage Analysis Challenge. PDF
  • Nghia Duong-Trung, Nicolas Schilling, Lucas Rego Drumond, Lars Schmidt-Thieme (2016):
    Matrix Factorization for Near Real-time Geolocation Prediction in Twitter Stream, in Proceedings of Knowledge Discovery, Data Mining and Machine Learning (KDML 2016), Potsdam, Germany.
  • Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme (2016):
    Near Real-time Geolocation Prediction in Twitter Streams via Matrix Factorization Based Regression, in Proceedings of ACM International Conference on Information and Knowledge Management (CIKM 2016), Indianapolis, USA.
  • Nghia Duong-Trung, Nicolas Schilling, Lucas Rego Drumond, Lars Schmidt-Thieme (2015):
    An Effective Approach for Geolocation Prediction in Twitter Streams Using Clustering Based Discretization, in Proceedings of the 39th European Conference on Data Analysis, KIT Scientific Publishing, Colchester, United Kingdom.
  • Nghia Duong-Trung, Martin Wistuba, Lucas Rego Drumond, Lars Schmidt-Thieme (2015):
    Geo_ML@MediaEval Placing Task 2015, in Proceedings of the MediaEval 2015 Multimedia Benchmark Workshop, Wurzen, Germany.