Search Results for author: Jannis Schuecker

Found 4 papers, 1 papers with code

Combining expert knowledge and neural networks to model environmental stresses in agriculture

no code implementations26 Oct 2021 Kostadin Cvejoski, Jannis Schuecker, Anne-Katrin Mahlein, Bogdan Georgiev

In this work we combine representation learning capabilities of neural network with agricultural knowledge from experts to model environmental heat and drought stresses.

Clustering Representation Learning

Recurrent Point Processes for Dynamic Review Models

no code implementations9 Dec 2019 Kostadin Cvejoski, Ramses J. Sanchez, Bogdan Georgiev, Jannis Schuecker, Christian Bauckhage, Cesar Ojeda

Recent progress in recommender system research has shown the importance of including temporal representations to improve interpretability and performance.

Point Processes Recommendation Systems

Recurrent Adversarial Service Times

no code implementations24 Jun 2019 César Ojeda, Kostadin Cvejosky, Ramsés J. Sánchez, Jannis Schuecker, Bogdan Georgiev, Christian Bauckhage

Service system dynamics occur at the interplay between customer behaviour and a service provider's response.

Generative Adversarial Network

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