Publikationen

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Christiane Rudolph; Sebastian Germer; Alice Nennecke; Henrik Kusche; Louisa Labohm; Natalie Rath; Katharina Rausch; Bernd Holleczek; Heinz Handels; Alexander Katalinic

Künstliche Intelligenz (KI) in der Krebsregistrierung: Methoden, Herausforderungen und erste Ergebnisse des AI-Care-Datensatzes

Jahrestagung der Deutschen Gesellschaft für Epidemiologie (DGEpi) 2024, German Medical Science GMS Publishing House, 2024.
Sebastian Germer; Christiane Rudolph; Louisa Labohm; Alexander Katalinic; Natalie Rath; Katharina Rausch; Bernd Holleczek; AI-Care Working Group; Heinz Handels

Survival analysis for lung cancer patients: A comparison of Cox regression and machine learning models

In: International Journal of Medical Informatics (IJMEDI), Vol. 191, Pages 105607-105607, Elsevier, 8/2024.
Sungho Suh; Vitor Fortes Rey; Paul Lukowicz

Wearable Sensor-Based Human Activity Recognition for Worker Safety in Manufacturing Line

In: John Soldatos. Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI. Pages 303-317, …
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, 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), …
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, …
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 …

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