Clemens Gühmann

39 papers A 1B 4C 4Journal 16Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Inconsistency to Unity: Benchmarking Deep Learning-Based Unsupervised Domain Adaptation for RUL. IEEE Trans Autom. Sci. Eng. Tilman Krokotsch, Mohamed Ragab, Min Wu, Xiaoli Li, Zhenghua Chen, Clemens Gühmann
2025	A	`conf`	An Optimized Parallel Physics-Informed Neural Network for Bearing Dynamics Modeling. ICCAD Jiangchao Liu, Shaoqin Ye, Diwang Ruan, Zhen Wu, Yiliang Qian, Jianping Yan, Clemens Gühmann
2025	J	`jnl`	Enhancing 3D point accuracy of laser scanner through multi-stage convolutional neural network for applications in construction. CoRR Qinyuan Fan, Clemens Gühmann
2025	—	`conf`	Mutually Complementary: Physics-informed GAN based on Simulated Model for Fault Diagnosis. ICPHM Zhaorong Li, Diwang Ruan, Xuran Chen, Yiliang Qian, Jianping Yan, Clemens Gühmann
2025	—	`conf`	Vehicle Occupant Age and Gender Estimation Using Convolutional Neural Networks on RGB and NIR Images. ITSC Patrick Laufer, Clemens Gühmann
2024	J	`jnl`	FranSys - A Fast Non-Autoregressive Recurrent Neural Network for Multi-Step Ahead Prediction. IEEE Access Daniel Weber, Clemens Gühmann, Thomas Seel
2024	J	`jnl`	Improvement by Monte Carlo for Trajectory Similarity-Based RUL Prediction. IEEE Trans. Instrum. Meas. Diwang Ruan, Lin Ma, Yiying Yang, Jianping Yan, Clemens Gühmann
2024	—	`conf`	Intrusion Detection of Accelerator Pedal Sensor Using a Scalable Data-Based Diagnostic Concept. IEEE SENSORS Andreas Schmitz, Felix Heimann, Marco Decker, Clemens Gühmann, Roland Serway
2023	J	`jnl`	Autoencoder-Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering Algorithm. IEEE Access Jonas Köhne, Lars Henning, Clemens Gühmann
2023	J	`jnl`	CNN parameter design based on fault signal analysis and its application in bearing fault diagnosis. Adv. Eng. Informatics Diwang Ruan, Jin Wang, Jianping Yan, Clemens Gühmann
2023	J	`jnl`	Fuzzy-Membership-Based Framework for Task Transfer Learning Between Fault Diagnosis and RUL Prediction. IEEE Trans. Reliab. Diwang Ruan, Yuheng Wu, Jianping Yan, Clemens Gühmann
2022	J	`jnl`	Autoencoder Based Iterative Modeling and Multivariate Time-Series Subsequence Clustering Algorithm. CoRR Jonas Köhne, Lars Henning, Clemens Gühmann
2021	—	`conf`	Exploration and Effect Analysis of Improvement in Convolution Neural Network for Bearing Fault Diagnosis. ICPHM Diwang Ruan, Feifan Zhang, Clemens Gühmann
2021	J	`jnl`	Improving Semi-Supervised Learning for Remaining Useful Lifetime Estimation Through Self-Supervision. CoRR Tilman Krokotsch, Mirko Knaak, Clemens Gühmann
2021	J	`jnl`	Non-Autoregressive vs Autoregressive Neural Networks for System Identification. CoRR Daniel Weber, Clemens Gühmann
2021	J	`jnl`	Robust Neural Networks Outperform Attitude Estimation Filters. CoRR Daniel Weber, Clemens Gühmann, Thomas Seel
2020	—	`conf`	A Novel Evaluation Framework for Unsupervised Domain Adaption on Remaining Useful Lifetime Estimation. ICPHM Tilman Krokotsch, Mirko Knaak, Clemens Gühmann
2020	C	`conf`	Neural Networks Versus Conventional Filters for Inertial-Sensor-based Attitude Estimation. FUSION Daniel Weber, Clemens Gühmann, Thomas Seel
2020	J	`jnl`	Neural Networks Versus Conventional Filters for Inertial-Sensor-based Attitude Estimation. CoRR Daniel Weber, Clemens Gühmann, Thomas Seel
2020	B	`conf`	Signal Generation using 1d Deep Convolutional Generative Adversarial Networks for Fault Diagnosis of Electrical Machines. ICPR Russell Sabir, Daniele Rosato, Sven Hartmann, Clemens Gühmann
2019	C	`conf`	Deep learning self-calibration from planes. ICMV Hauke Brunken, Clemens Gühmann
2019	—	`conf`	Differentiation of Journal Bearing Friction States under varying Oil Viscosities based on Acoustic Emission Signals. ICPHM Noushin Mokhtari, René Knoblich, Sebastian Nowoisky, José Luis Bote-Garcia, Clemens Gühmann
2019	—	`conf`	Incorporating Plane-Sweep in Convolutional Neural Network Stereo Imaging for Road Surface Reconstruction. VISIGRAPP (5: VISAPP) Hauke Brunken, Clemens Gühmann
2019	C	`conf`	LSTM Based Bearing Fault Diagnosis of Electrical Machines using Motor Current Signal. ICMLA Russell Sabir, Daniele Rosato, Sven Hartmann, Clemens Gühmann
2018	—	`conf`	Approach for the Degradation of Hydrodynamic Journal Bearings based on Acoustic Emission Feature Change. ICPHM Noushin Mokhtari, Clemens Gühmann, Sebastian Nowoisky
2018	B	`conf`	Improved Sliding-Mode On-line Adaptive Position Control for AMT Clutch Systems Based On Neural Networks. Intelligent Vehicles Symposium Jie Zou, Hua Huang, Clemens Gühmann
2015	J	`jnl`	Evaluation of the wavelet image two-line coder: A low complexity scheme for image compression. Signal Process. Image Commun. Stephan A. Rein, Frank H. P. Fitzek, Clemens Gühmann, Thomas Sikora
2015	J	`jnl`	Multi-domain modelling and simulation of an automated manual transmission system based on Modelica. Int. J. Simul. Process. Model. Hua Huang, Sebastian Nowoisky, René Knoblich, Clemens Gühmann
2014	—	`conf`	Adaptive control of a boost-buck converter for thermoelectric generators. ECC Jan Hendrik Carstens, Clemens Gühmann
2014	—	`conf`	Second-order sliding mode control of the engine speed for an automated manual transmission during gear shifting process. SSD Hua Huang, Clemens Gühmann, Yue Yu
2013	—	`conf`	Automated parameter identification for a dry clutch. SSD Sebastian Nowoisky, Clemens Gühmann
2012	C	`conf`	High-Precision, Robust Cascade Model for Closed-Loop Control of Ceramic Glow Plug Surface Temperature in a Diesel Engine. ECMS Ramita Suteekarn, Martin Sackmann, Bernd Last, Clemens Gühmann
2012	—	`conf`	Sliding mode position control for automotive dry clutch system: Nonlinear observer/sliding mode control design for an electro-hydraulic actuation system. SSD René Knoblich, Clemens Gühmann, Jörg Beilharz
2009	B	`conf`	Wavelet Image Two-Line Coder for Wireless Sensor Node with Extremely Little RAM. DCC Stephan Rein, Stephan Lehmann, Clemens Gühmann
2008	—	`conf`	External Flash Filesystem for Sensor Nodes with sparse Resources. MobiMedia Stephan Lehmann, Stephan Rein, Clemens Gühmann
2008	—	`conf`	Fractional Wavelet Filter for Camera Sensor Node with external Flash and extremely little RAM. MobiMedia Stephan Rein, Stephan Lehmann, Clemens Gühmann
2008	J	`jnl`	Modeling and Control with Local Linearizing Nadaraya Watson Regression CoRR Steffen Kühn, Clemens Gühmann
2006	J	`jnl`	Compression of Short Text on Embedded Systems. J. Comput. Stephan Rein, Clemens Gühmann, Frank H. P. Fitzek
2006	B	`conf`	Low-Complexity Compression of Short Messages. DCC Stephan Rein, Clemens Gühmann, Frank H. P. Fitzek