Search Results for author: Nghia Duong-Trung

Found 4 papers, 2 papers with code

Bank Card Usage Prediction Exploiting Geolocation Information

no code implementations13 Oct 2016 Martin Wistuba, Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme

We describe the solution of team ISMLL for the ECML-PKDD 2016 Discovery Challenge on Bank Card Usage for both tasks.

General Classification Position +1

When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development

no code implementations2 Sep 2022 Nghia Duong-Trung, Stefan Born, Jong Woo Kim, Marie-Therese Schermeyer, Katharina Paulick, Maxim Borisyak, Mariano Nicolas Cruz-Bournazou, Thorben Werner, Randolf Scholz, Lars Schmidt-Thieme, Peter Neubauer, Ernesto Martinez

ML can be seen as a set of tools that contribute to the automation of the whole experimental cycle, including model building and practical planning, thus allowing human experts to focus on the more demanding and overarching cognitive tasks.

Model Selection Probabilistic Programming

Temporal Saliency Detection Towards Explainable Transformer-based Timeseries Forecasting

1 code implementation15 Dec 2022 Nghia Duong-Trung, Duc-Manh Nguyen, Danh Le-Phuoc

Despite the notable advancements in numerous Transformer-based models, the task of long multi-horizon time series forecasting remains a persistent challenge, especially towards explainability.

Saliency Detection Time Series +2

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