Stefan Decker - Publications, H-index & Citations

Stefan Decker

fraunhofer gesellschaft

62H指数

555论文数

1.7W被引数

收录论文 29

发表时间

PASTA-4-PHT: a pipeline for automated security and technical audits for the personal health train PASTA-4-PHT：用于个人健康列车自动化安全和技术审计的流水线

BMC Medical Informatics and Decision Making

IF3.8

2026-04-16

OAAI

Sascha Welten; Karl Kindermann; Ahmet Polat; Martin Görz; Maximilian Jugl; Laurenz Neumann; Alexander Neumann; Johannes Lohmöller; Jan Pennekamp; Stefan Decker

Semantic Intelligence: Graph RAG-Driven Agents for Time Series Analytics 语义智能：图RAG驱动的代理用于时间序列分析

INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING-IDEAL 2025, PT I

IF0

2026-01-01

PREAI

Grass, Alexander; Pack, Christopher I.; Collarana, Diego; Decker, Stefan; Beecks, Christian

CRAFT: A Course Recommendation Advisor for Future Talent CRAFT：面向未来人才的课程推荐顾问

TWO DECADES OF TEL. FROM LESSONS LEARNT TO CHALLENGES AHEAD, EC-TEL 2025, PT I

IF0

2026-01-01

PREAI

Fathi, Fatemeh; Wu, Tao; Decker, Stefan

Improved Gradient Inversion Attacks and Defenses in Federated Learning

IEEE TRANSACTIONS ON BIG DATA

IF5.7

2024-12-01

PREAI

Geng, Jiahui; Mou, Yongli; Li, Qing; Li, Feifei; Beyan, Oya; Decker, Stefan; Rong, Chunming

A review and classification of manufacturing ontologies

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2024-06-18

OAAI

Sapel, Patrick; Comet, Lina Molinas; Dimitriadis, Iraklis; Hopmann, Christian; Decker, Stefan

Will it run?-A proof of concept for smoke testing decentralized data analytics experiments 它会运行吗？-烟雾测试分散数据分析实验的概念证明

FRONTIERS IN MEDICINE

IF3

2024-01-08

OAAI

Welten, Sascha; Weber, Sven; Holt, Adrian; Beyan, Oya; Decker, Stefan

Explainable AI for Bioinformatics: Methods, Tools and Applications 可解释的人工智能生物信息学: 方法、工具和应用

BRIEFINGS IN BIOINFORMATICS

IF7.7

2023-07-20

OAAI

Karim, Md Rezaul; Islam, Tanhim; Shajalal, Md; Beyan, Oya; Lange, Christoph; Cochez, Michael; Rebholz-Schuhmann, Dietrich; Decker, Stefan

Synthetic rainfall data generator development through decentralised model training

JOURNAL OF HYDROLOGY

IF6.3

2022-09-01

OAAI

Welten, Sascha; Holt, Adrian; Hofmann, Julian; Schelter, Lennart; Klopries, Elena-Maria; Wintgens, Thomas; Decker, Stefan

Adversary-Aware Multimodal Neural Networks for Cancer Susceptibility Prediction From Multiomics Data

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Karim, Md Rezaul; Islam, Tanhim; Lange, Christoph; Rebholz-Schuhmann, Dietrich; Decker, Stefan

Convolutional Embedded Networks for Population Scale Clustering and Bio-Ancestry Inferencing

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2022-01-01

OAAI

Karim, Md Rezaul; Cochez, Michael; Zappa, Achille; Sahay, Ratnesh; Rebholz-Schuhmann, Dietrich; Beyan, Oya; Decker, Stefan

DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging DeepKneeExplainer: 从x光片和磁共振成像可解释的膝关节骨关节炎诊断

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Karim, Md. Rezaul; Jiao, Jiao; Doehmen, Till; Cochez, Michael; Beyan, Oya; Rebholz-Schuhmann, Dietrich; Decker, Stefan

FactDAG: Formalizing Data Interoperability in an Internet of Production FactDAG: 在生产互联网中形式化数据互操作性

IEEE INTERNET OF THINGS JOURNAL

IF8.9

2020-04-01

PREAI

Gleim, Lars; Pennekamp, Jan; Liebenberg, Martin; Buchsbaum, Melanie; Niemietz, Philipp; Knape, Simon; Epple, Alexander; Storms, Simon; Trauth, Daniel; Bergs, Thomas; Brecher, Christian; Decker, Stefan; Lakemeyer, Gerhard; Wehrle, Klaus

Deep learning-based clustering approaches for bioinformatics

BRIEFINGS IN BIOINFORMATICS

IF7.7

2020-02-01

156

OAAI

Karim, Md Rezaul; Beyan, Oya; Zappa, Achille; Costa, Ivan G.; Rebholz-Schuhmann, Dietrich; Cochez, Michael; Decker, Stefan

Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data 基于多模态基因组学数据的乳腺癌预后相关亚型及生存预测

IEEE ACCESS

IF3.6

2019-01-01

OAAI