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
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
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) .
- Kiran Madhusudhanan, Johannes Burchert, Nghia Duong-Trung, Stefan Born, Lars Schmidt-Thieme (2021):
Yformer: U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting, in arXiv. - Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme (2017):
Finding Hierarchy of Topics from Twitter Data, in LWDA - Lernen. Wissen. Daten. Analysen. , pp. 39. - 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. - 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.