Publications

Tae Yeob Kang; Haebom Lee; Sungho Suh

An Empirical Study on Fault Detection and Root Cause Analysis of Indium Tin Oxide Electrodes by Processing S-Parameter Patterns

In: IEEE Transactions on Device and Materials Reliability, Vol. 24, No. 3, Pages 380-389, IEEE, 6/2024.

Hyungmin Kim; Sungho Suh; Sunghyun Baek; Daehwan Kim; Daun Jeong; Hansang Cho; Junmo Kim

AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation

In: Knowledge-Based Systems (KBS), Vol. 293, Page 111692, Elsevier, 2024.

Parham Zolfaghari; Vitor Fortes Rey; Lala Ray; Hyun Kim; Sungho Suh; Paul Lukowicz

Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition

In: 2024 International Conference on Activity and Behavior Computing (ABC). International Conference on Activity and Behavior Computing (ABC-2024), Pages 1-8, IEEE, 2024.

Hyungmin Kim; Donghun Kim; Pyunghwan Ahn; Sungho Suh; Hansang Cho; Junmo Kim

ContextMix: A context-aware data augmentation method for industrial visual inspection systems

In: International Journal Engineering Applications of Artificial Intelligence (EAAI), Vol. 131, Page 107842, Elsevier, 2024.

Davinder Pal Singh; Lala Ray; Bo Zhou; Sungho Suh; Paul Lukowicz

A Novel Local-Global Feature Fusion Framework for Body-Weight Exercise Recognition with Pressure Mapping Sensors

In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). International Conference on Acoustics, Speech and Signal Processing (ICASSP-2024), Pages 6375-6379, IEEE, 2024.

Sungho Suh; Dhruv Aditya Mittal; Hymalai Bello; Bo Zhou; Mayank Shekhar Jha; Paul Lukowicz

Remaining useful life prediction of Lithium-ion batteries using spatio-temporal multimodal attention networks

In: Heliyon, Vol. 10, No. 16, Page e36236, CellPress, 2024.

Hassan Soliman; Milos Kravcik; Alexander Tobias Neumann; Yue Yin; Norbert Pengel; Maike Haag

Scalable Mentoring Support with a Large Language Model Chatbot

In: Rafael Ferreira Mello; Nikol Rummel; Ioana Jivet; Gerti Pishtari; José A. Ruipérez Valiente (Hrsg.). Technology Enhanced Learning for Inclusive and Equitable Quality Education. European Conference on Technology Enhanced Learning (EC-TEL-2024), 19th European Conference on Technology Enhanced Learning, EC-TEL 2024, September 16-20, Krems, Austria, Pages 260-266, Lecture Notes in Computer Science (LNCS), Vol. 15160, ISBN 978-3-031-72311-7, Springer, Cham, 9/2024.

William Motsch; Achim Wagner; Martin Ruskowski

Autonomous Agent-Based Adaptation of Energy-Optimized Production Schedules Using Extensive-Form Games

In: Sustainability, Vol. 16, No. 9, Pages 1-30, MDPI, 2024.

Hannah Friederike Fischer; Anke Königschulte; Jana Koch; Serge Autexier; Gesche Joost

Co-designing a Tangible Communication Device to Enrich Communication over Distance

In: Companion Proceedings of the 2024 Conference on Interactive Surfaces and Spaces. ACM International Conference on Interactive Surfaces and Spaces (ISS-2024), November 27-31, Vancouver BC Canada, Canada, Pages 58-62, ISBN 9798400712784, ACM, 10/2024.

Hannes Kath; Ilira Troshani; Bengt Lüers; Thiago Gouvea; Daniel Sonntag

Enhancing Biodiversity Monitoring: An Interactive Tool for Efficient Identification of Species in Large Bioacoustics Datasets

In: ICMI Companion '24: Companion Proceedings of the 26th International Conference on Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2024), 26th International Conference on Multimodal Interaction, November 4-8, Costa Rica, Pages 91-93, ICMI, Association for Computing Machinery, 2024.