Publications

Viktor Eisenstadt; Hardik Arora; Christoph Ziegler; Jessica Bielski; Christoph Langenhan; Klaus-Dieter Althoff; Andreas Dengel

Comparative Evaluation of Tensor-based Data Representations for Deep Learning Methods in Architecture

In: V. Stojakovic; B. Tepavcevic (Hrsg.). Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 1. Education and Research in Computer Aided Architectural Design in Europe (eCAADe-2021), September 8-10, Novi Sad, Serbia, Pages 45-54, CUMINCAD, 2021.

Hardik Arora; Jessica Bielski; Viktor Eisenstadt; Christoph Langenhan; Christoph Ziegler; Klaus-Dieter Althoff; Andreas Dengel

Consistency Checker – An automatic constraint-based evaluator for housing spatial configurations

In: V. Stojakovic; B. Tepavcevic (Hrsg.). Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 2. Education and Research in Computer Aided Architectural Design in Europe (eCAADe-2021), September 8-10, Novi Sad, Serbia, CUMINCAD, 2021.

Malte Ostendorff; Elliott Ash; Terry Ruas; Bela Gipp; Julian Moreno Schneider; Georg Rehm (Hrsg.)

Evaluating Document Representations for Content-based Legal Literature Recommendations

International Conference on Artificial Intelligence and Law (ICAIL-2021), ACM, 2021.

Sungho Suh; Paul Lukowicz; Yong Oh Lee

Fusion of Global-Local Features for Image Quality Inspection of Shipping Label

In: 2020 25th International Conference on Pattern Recognition (ICPR). International Conference on Pattern Recognition (ICPR-2020), January 10-15, Milan, Italy, IEEE, 2021.

Joel Jang; yoonjeon Kim; Kyoungho Choi; Sungho Suh

Sequential targeting: A continual learning approach for data imbalance in text classification

In: Expert Systems with Applications (ESWA), Vol. 179, Page 115067, Elsevier, 10/2021.

Hymalai Bello; Bo Zhou; Sungho Suh; Paul Lukowicz

MoCapaci: Posture and gesture detection in loose garments using textile cables as capacitive antennas

In: ACM International Symposium on Wearable Computers. ACM International Symposium on Wearable Computers (ISWC-2021), September 21-26, ACM, 2021.

Babu Ajish; Frank Kirchner

Terrain Adaption Controller for a Walking Excavator Robot using Deep Reinforcement Learning

In: 2021 20th International Conference on Advanced Robotics (ICAR). International Conference On Advanced Robotics (ICAR-2021), December 7-10, Ljubljana, Slovenia, Pages 64-70, IEEE Xplore, ieeexplore.ieee.org/document/9659399, 12/2021.

Jens Popper; Carsten Harms; Martin Ruskowski

Enabling reliable Visual Quality Control in Smart Factories through TSN

In: Roberto Teti; Doriana M. D'Addona (Hrsg.). Procedia CIRP, Vol. 88 - 13th CIRP Conference on Intelligent Computation in Manufacturing Engineering, 17-19 July 2019, Gulf of Naples, Italy, Pages 549-553, Elsevier B.V. 2020.

Jens Popper; Martin Ruskowski

Using Multi-Agent Deep Reinforcement Learning For Flexible Job Shop Scheduling Problems

In: Roberto Teti; Doriana M. D'Addona (Hrsg.). CIRP Proceedings. CIRP Conference on Intelligent Computation in Manufacturing Engineering (CIRP ICME), Pages 63-67, Vol. 112, Special Issue 15th CIRP Conference on Intelligent Computation in Manufacturing Engineering, 14-16 July 2019, Gulf of Naples, Italy, Elsevier B.V. 2021.

Jens Popper; Vassilios Yfantis; Martin Ruskowski (Hrsg.)

Simultaneous Production and AGV Scheduling using Multi-Agent Deep Reinforcement Learning

CIRP Conference on Manufactoring Systems (CIRP CMS-2021), 54th CIRP Conference on Manufacturing Systems, 2021, located at CIRP, September 22-24, Athens, Greece, ELSEVIER, 2021.