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O
Oliver Niggemann
University of the Federal Armed Forces Hamburg
22
H指数
305
论文数
2.1K
被引数
0
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13
发表时间
发表时间
IF
被引数
Unsupervised state-learning for multivariate time series data: a survey and practical guidelines
无监督状态学习用于多变量时间序列数据:综述与实践指南
Artificial Intelligence Review
IF
13.9
2026-09-18
0
OA
AI
Phillip Johann Overlöper; Cecília Coelho; Oliver Niggemann
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Evaluating Large Language Models for Real-World Engineering Tasks
评估大型语言模型在真实工程任务中的应用
AI 2025: ADVANCES IN ARTIFICIAL INTELLIGENCE, PT I
IF
0
2026-01-01
0
PRE
AI
Heesch, Rene; Eilermann, Sebastian; Windmann, Alexander; Diedrich, Alexander; Niggemann, Oliver
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Data-Driven Temperature Modeling of Machine Tools by Neural Networks: A Benchmark
基于神经网络的机床数据驱动温度建模:一个基准
IEEE Access
IF
3.6
2026-01-01
0
PRE
AI
Coelho, Cecilia; Hohmann, Michael; Fernandez, Dario; Penter, Lars; Ihlenfeldt, Steffen; Niggemann, Oliver
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On validating propositional logic system descriptions for fault diagnosis
验证用于故障诊断的命题逻辑系统描述
Engineering Applications of Artificial Intelligence
IF
8
2025-12-01
0
OA
AI
Alexander Diedrich; Lukas Moddemann; Oliver Niggemann
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Kinetic-model identification in metal-hydride reactions using neural network autoencoder surrogate models
利用神经网络自编码器代理模型进行金属氢化物反应的动力学模型识别
Energy and AI
IF
9.6
2025-11-29
0
OA
AI
André Martins Neves; Willi Großmann; Julián Atílio Puskiel; Jan Warfsmann; Vahid Reza Hosseini; Maximilian Passing; Thomas Carraro; Thomas Klassen; Oliver Niggemann; Julian Jepsen
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Methodologies for Improved Optimisation of the Derivative Order and Neural Network Parameters in Neural FDE Models
神经网络分数阶微分方程模型中改进导数阶次和神经网络参数优化的方法学
fractal and fractional
IF
0
2025-08-04
0
OA
AI
Cecília Coelho; M. Fernanda P. Costa; Oliver Niggemann; Luís L. Ferrás
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Solving industrial fault diagnosis problems with quantum computers
QUANTUM MACHINE INTELLIGENCE
IF
4.4
2024-10-08
0
OA
AI
Diedrich, Alexander; Windmann, Stefan; Niggemann, Oliver
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High accuracy uncertainty-aware interatomic force modeling with equivariant Bayesian neural networks
基于等变贝叶斯神经网络的高精度不确定性感知原子间力建模
DIGITAL DISCOVERY
IF
5.6
2024-01-01
0
OA
AI
Rensmeyer, Tim; Craig, Ben; Kramer, Denis; Niggemann, Oliver
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AutoConf: New Algorithm for Reconfiguration of Cyber-Physical Production Systems
AutoConf: 网络物理生产系统重构的新算法
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF
9.9
2023-01-01
8
OA
AI
Balzereit, Kaja; Niggemann, Oliver
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Improving remote material classification ability with thermal imagery
SCIENTIFIC REPORTS
IF
3.9
2022-10-14
7
OA
AI
Grossmann, Willi; Horn, Helena; Niggemann, Oliver
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A Nonconvex Archetypal Analysis for One-Class Classification Based Anomaly Detection in Cyber-Physical Systems
网络物理系统中基于一类分类的异常检测的非凸原型分析
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF
9.9
2021-09-01
6
PRE
AI
Li, Peng; Niggemann, Oliver
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Generating Artificial Sensor Data for the Comparison of Unsupervised Machine Learning Methods
生成用于比较无监督机器学习方法的人工传感器数据
SENSORS
IF
3.5
2021-03-30
4
OA
AI
Zimmering, Bernd; Niggemann, Oliver; Hasterok, Constanze; Pfannstiel, Erik; Ramming, Dario; Pfrommer, Julius
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Automatic Parameter Estimation for Reusable Software Components of Modular and Reconfigurable Cyber-Physical Production Systems in the Domain of Discrete Manufacturing
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF
9.9
2018-01-01
49
PRE
AI
Otto, Jens; Vogel-Heuser, Birgit; Niggemann, Oliver
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研究方向
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合作学者
合作期刊
T
Thomas Klassen
H 指数: 58 · 论文数: 429
B
Birgit Vogel‐Heuser
H 指数: 44 · 论文数: 908
D
Denis Kramer
H 指数: 31 · 论文数: 142
S
Steffen Ihlenfeldt
H 指数: 25 · 论文数: 396
L
L. L. Ferrás
H 指数: 21 · 论文数: 131
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