Publications

Viktor Eisenstadt; Christoph Langenhan; Klaus-Dieter Althoff

FLEA-CBR - A Flexible Alternative to the Classic 4R Cycle of Case-Based Reasoning

In: Kerstin Bach; Cindy Marling (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR-2019), September 8-12, Otzenhausen, Germany, Pages 49-63, Springer, 2019.

Julius Hülsmann; Jonas Traub; Volker Markl

Demand-based sensor data gathering with multi-query optimization

In: Proceedings of the VLDB Endowment (PVLDB), Vol. 13, No. 12, Pages 2801-2804, VLDB Endowment, 2020.

Jakob M. Schönborn; Klaus-Dieter Althoff

Recent Trends in XAI: A Broad Overview on current Approaches, Methodologies and Interactions

In: Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning: Explainable Knowledge in Computational Design, Media, and Teaching workshop. Workshop on Explainable Knowledge in Computational Design, Media, and Teaching (EK-CDMT-2019), located at Twenty-seventh International Conference on Case-Based Reasoning, September 8-12, Otzenhausen, Germany, CEUR-WS, 2019.

Merton Lansley; Nikolaos Polatidis; Stelios Kapetanakis; Kareem Amin; George Samakovitis; Miltos Petridis

Seen the villains: Detecting Social Engineering Attacks using Case-based Reasoning and Deep Learning

In: Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning: Case-based reasoning and deep learning workshop. Case-Based Reasoning and Deep Learning Workshop (CBDRL-2019), located at Twenty-seventh International Conference on Case-Based Reasoning, September 9, Otzenhausen, Germany, ICCBR, 2019.

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

Cases without borders: Automating Knowledge Acquisition Approach using Deep Autoencoders and Siamese Networks in Case-based Reasoning

In: 2019 IEEE 31st International Conference on Tools with Artificial Intelligence. International Conference on Tools with Artificial Intelligence (AAAI SSS-2019), November 4-6, Portland, OR, USA, Pages 133-140, ISBN 978-1-7281-3798-8, IEEE Digital Library, 11/2019.

Rajarshi Biswas; Michael Barz; Daniel Sonntag

Towards Explanatory Interactive Image Captioning Using Top-Down and Bottom-Up Features, Beam Search and Re-ranking

In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Vol. 36, Pages 1-14, Springer, 7/2020.

Kareem Amin; Stelios Kapetanakis; Nikolaos Polatidis; Klaus-Dieter Althoff; Andreas Dengel

DeepKAF: A Heterogeneous CBR Deep Learning Approach for NLP Prototyping

In: IEEE (Hrsg.). 2020 International Conference on INnovations in Intelligent SysTems and Applications (INISTA). INISTA (INISTA-2020), located at INnovations in Intelligent SysTems and Applications, August 24-26, Novi Sad, Serbia, Pages 1-7, No. 19951570, IEEE, New York, 9/2020.

Dominic Neu; Johannes Lahann; Peter Fettke

A systematic literature review on state-of-the-art deep learning methods for process prediction

In: Artificial Intelligence Review, Vol. Online, Springer Nature, 3/2021.

Saadullah Amin; Günter Neumann

T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition

In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations. Conference of the European Chapter of the Association for Computational Linguistics (EACL-2021), System Demonstrations, April 19-23, Kyiv/Virtual, Ukraine, Pages 212-220, Association for Computational Linguistics (ACL), 4/2021.

Ahmet Firintepe; Carolin Vey; Stylianos Asteriadis; Alain Pagani; Didier Stricker

From IR Images to Point Clouds to Pose: Point Cloud-Based AR Glasses Pose Estimation

In: Nadia Magnenat Thalmann (Hrsg.). Journal of Imaging, Vol. 7, No. 80, Pages 1-18, MDPI, 4/2021.