Publications

Kareem Amin; Stelios Kapetanakis; Klaus-Dieter Althoff; Andreas Dengel; Miltos Petridis

Dynamic process workflow routing using Deep Learning

In: Artificial Intelligence XXXV. SGAI International Conference on Artificial Intelligence (AI-2018), December 11-13, Cambridge, United Kingdom, …

Shoaib Ahmed Siddiqui; Dominique Mercier; Mohsin Munir; Andreas Dengel; Sheraz Ahmed

TSViz: Demystification of Deep Learning Models for Time-Series Analysis

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1802.02952, Pages 1-13, ArXiv, 2018.

Lukas Ruff; Robert Vandermeulen; Nico Goernitz; Lucas Deecke; Shoaib Ahmed Siddiqui; Alexander Binder; Emmanuel Müller; Marius Kloft

Deep One-Class Classification

In: International Conference on Machine Learning (ICML-2018). International Conference on Machine Learning (ICML-2018), Proceedings of Machine …

David Harbecke; Robert Schwarzenberg; Christoph Alt

Learning Explanations From Language Data

In: The 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP - Proceedings of the First Workshop. Analyzing and …

Jameel Malik; Ahmed Elhayek; Fabrizio Nunnari; Kiran Varanasi; Kiarash Tamaddon; Alexis Heloir; Didier Stricker

DeepHPS: End-to-end Estimation of 3D Hand Pose and Shape by Learning from Synthetic Depth

In: Proceeding of International Conference on 3DVision |. International Conference on 3D Vision (3DVision-2018), September 5-8, Verona, Italy, IEEE …

Jyothish K. James; Georg Puhlfürst; Vladislav Golyanik; Didier Stricker

Classification of LIDAR Sensor Contaminations with Deep Neural Networks

In: Proceedings of Computer Science in Cars Symposium (CSCS) 2018 |. ACM Chapters Computer Science in Cars Symposium (CSCS-2018), ACM, 9/2018.

Nijat Mehdiyev; Joerg Evermann; Peter Fettke

A Novel Business Process Prediction Model Using a Deep Learning Method

In: Springer Fachmedien Wiesbaden (Hrsg.). Business & Information Systems Engineering (BISE), Vol. 5/2018, Pages 1-15, Springer Fachmedien, Wiesbaden, …

Kareem Mokhtar; Syed Saqib Bukhari; Andreas Dengel

OCR Error Correction: State-of-the-art vs An NMT Based Approach

In: DAS. IAPR International Workshop on Document Analysis Systems (DAS-2018), April 24-27, Vienna, Austria, IEEE, 2018.

Cannannore Nidhi Narayana Kamath; Syed Saqib Bukhari; Andreas Dengel

Comparative Study between Traditional Machine Learning and Deep Learning Approaches for Text Classification

In: DocEng. ACM Symposium on Document Engineering (DocEng-2018), August 28-31, Halifax, Nova Scotia, Canada, ACM, 2018.