Olga Fink - RankMe

185 papers A* 9B 2Misc 1Journal 164Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive Confidence Regularization for Multimodal Failure Detection. CoRR Moru Liu, Hao Dong, Olga Fink, Mario Trapp
2026	J	`jnl`	Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models. IEEE Trans. Pattern Anal. Mach. Intell. Hao Dong, Moru Liu, Kaiyang Zhou, Eleni N. Chatzi, Juho Kannala, Cyrill Stachniss, Olga Fink
2026	J	`jnl`	Algorithm-informed graph neural networks for leakage detection and localization in water distribution networks. Reliab. Eng. Syst. Saf. Zepeng Zhang, Olga Fink
2026	J	`jnl`	From physics to machine learning and back: Part I - Learning with inductive biases in prognostics and health management (PHM). Reliab. Eng. Syst. Saf. Olga Fink, Vinay Sharma, Ismail Nejjar, Leandro Von Krannichfeldt, Sergei Garmaev, Zepeng Zhang, Amaury Wei, Gaëtan Frusque, Florent Forest, Mengjie Zhao, Chi-Ching Hsu, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Raffael Theiler, Arthur Bizzi, Kevin Steiner
2026	J	`jnl`	From physics to machine learning and back: Part II - Learning and observational bias in prognostics and health management (PHM). Reliab. Eng. Syst. Saf. Olga Fink, Ismail Nejjar, Vinay Sharma, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Amaury Wei, Arthur Bizzi, Raffael Theiler, Yuan Tian, Leandro Von Krannichfeldt, Zhan Ma, Sergei Garmaev, Zepeng Zhang, Mengjie Zhao, Kevin Steiner, Yusuf Kesmen
2026	J	`jnl`	Guest Editorial:Beyond Classic Deep Learning: Algorithms for Dealing With Real-World Applications in Industrial Automation. IEEE Trans Autom. Sci. Eng. Gian Antonio Susto, Olga Fink, Seokho Kang, Lars Mönch, Davide Dalle Pezze
2026	J	`jnl`	Multimodal Learning for Arcing Detection in Pantograph-Catenary Systems. CoRR Hao Dong, Eleni N. Chatzi, Olga Fink
2026	J	`jnl`	SEAR: Simple and Efficient Adaptation of Visual Geometric Transformers for RGB+Thermal 3D Reconstruction. CoRR Vsevolod Skorokhodov, Chenghao Xu, Shuo Sun, Olga Fink, Malcolm Mielle
2026	J	`jnl`	TARD: Test-time domain adaptation for robust fault detection under evolving operating conditions. Reliab. Eng. Syst. Saf. Han Sun, Olga Fink
2026	J	`jnl`	Time-Vertex machine learning for optimal sensor placement in temporal graph signals: Applications in structural health monitoring. Reliab. Eng. Syst. Saf. Keivan Faghih Niresi, Jun Qing, Mengjie Zhao, Olga Fink
2026	J	`jnl`	Uncertainty-guided alignment for unsupervised domain adaptation in regression. Reliab. Eng. Syst. Saf. Ismail Nejjar, Gaëtan Frusque, Florent Forest, Olga Fink
2025	J	`jnl`	Adapting Vision-Language Models Without Labels: A Comprehensive Survey. CoRR Hao Dong, Lijun Sheng, Jian Liang, Ran He, Eleni N. Chatzi, Olga Fink
2025	J	`jnl`	Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models. CoRR Hao Dong, Moru Liu, Kaiyang Zhou, Eleni N. Chatzi, Juho Kannala, Cyrill Stachniss, Olga Fink
2025	J	`jnl`	Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large Infrastructures. CoRR Giovanni Floreale, Piero Baraldi, Enrico Zio, Olga Fink
2025	J	`jnl`	Automated processing of eXplainable Artificial Intelligence outputs in deep learning models for fault diagnostics of large infrastructures. Eng. Appl. Artif. Intell. Giovanni Floreale, Piero Baraldi, Enrico Zio, Olga Fink
2025	J	`jnl`	Classifier-free diffusion-based weakly-supervised approach for health indicator derivation in rotating machines: Advancing early fault detection and condition monitoring. Reliab. Eng. Syst. Saf. Wenyang Hu, Gaëtan Frusque, Tianyang Wang, Fulei Chu, Olga Fink
2025	J	`jnl`	Continuous Health State Monitoring of High-Voltage Circuit Breakers. IEEE Access Chi-Ching Hsu, Gaëtan Frusque, Olga Fink, Christian M. Franck
2025	J	`jnl`	Corrigendum to "Deep Koopman Operator-based degradation modelling" [Reliability Engineering and System Safety volume 251 (2024) 110351]. Reliab. Eng. Syst. Saf. Sergei Garmaev, Olga Fink
2025	J	`jnl`	Disentangling Slow and Fast Temporal Dynamics in Degradation Inference with Hierarchical Differential Models. CoRR Mengjie Zhao, Olga Fink
2025	A*	`conf`	Domain Adaptive Unfolded Graph Neural Networks. AAAI Zepeng Zhang, Olga Fink
2025	A*	`conf`	DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation. ICLR Han Sun, Rui Gong, Ismail Nejjar, Olga Fink
2025	J	`jnl`	DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation. CoRR Han Sun, Rui Gong, Ismail Nejjar, Olga Fink
2025	J	`jnl`	Dynami-CAL GraphNet: A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems. CoRR Vinay Sharma, Olga Fink
2025	J	`jnl`	Efficient Unsupervised Domain Adaptation Regression for Spatial-Temporal Sensor Fusion. IEEE Internet Things J. Keivan Faghih Niresi, Ismail Nejjar, Olga Fink
2025	J	`jnl`	Equi-Euler GraphNet: An Equivariant, Temporal-Dynamics Informed Graph Neural Network for Dual Force and Trajectory Prediction in Multi-Body Systems. CoRR Vinay Sharma, Rémi Tanguy Oddon, Pietro Tesini, Jens Ravesloot, Cees Taal, Olga Fink
2025	J	`jnl`	Explainable AI guided unsupervised fault diagnostics for high-voltage circuit breakers. CoRR Chi-Ching Hsu, Gaëtan Frusque, Florent Forest, Felipe Macedo, Christian M. Franck, Olga Fink
2025	J	`jnl`	Explainable AI guided unsupervised fault diagnostics for high-voltage circuit breakers. Reliab. Eng. Syst. Saf. Chi-Ching Hsu, Gaëtan Frusque, Florent Forest, Felipe Macedo, Christian M. Franck, Olga Fink
2025	J	`jnl`	Extremely Simple Multimodal Outlier Synthesis for Out-of-Distribution Detection and Segmentation. CoRR Moru Liu, Hao Dong, Jessica Kelly, Olga Fink, Mario Trapp
2025	J	`jnl`	From Physics to Machine Learning and Back: Part II - Learning and Observational Bias in PHM. CoRR Olga Fink, Ismail Nejjar, Vinay Sharma, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Amaury Wei, Arthur Bizzi, Raffael Theiler, Yuan Tian, Leandro Von Krannichfeldt, Zhan Ma, Sergei Garmaev, Zepeng Zhang, Mengjie Zhao
2025	J	`jnl`	Heterogeneous Graph Neural Networks for Short-term State Forecasting in Power Systems across Domains and Time Scales: A Hydroelectric Power Plant Case Study. CoRR Raffael Theiler, Olga Fink
2025	J	`jnl`	Integrating Physics-Based and Data-Driven Approaches for Probabilistic Building Energy Modeling. CoRR Leandro Von Krannichfeldt, Kristina Orehounig, Olga Fink
2025	J	`jnl`	Interpretable prognostics with concept bottleneck models. Inf. Fusion Florent Forest, Katharina Rombach, Olga Fink
2025	J	`jnl`	Learning Informative Health Indicators Through Unsupervised Contrastive Learning. IEEE Trans. Reliab. Katharina Rombach, Gabriel Michau, Wilfried Bürzle, Stefan Koller, Olga Fink
2025	J	`jnl`	NNG-Mix: Improving Semi-Supervised Anomaly Detection With Pseudo-Anomaly Generation. IEEE Trans. Neural Networks Learn. Syst. Hao Dong, Gaëtan Frusque, Yue Zhao, Eleni N. Chatzi, Olga Fink
2025	J	`jnl`	NOMTO: Neural Operator-based symbolic Model approximaTion and discOvery. CoRR Sergei Garmaev, Siddhartha Mishra, Olga Fink
2025	J	`jnl`	Prescribing optimal health-aware operation for urban air mobility with deep reinforcement learning. Reliab. Eng. Syst. Saf. Mina Montazeri, Chetan S. Kulkarni, Olga Fink
2025	J	`jnl`	RINS-T: Robust Implicit Neural Solvers for Time Series Linear Inverse Problems. CoRR Keivan Faghih Niresi, Zepeng Zhang, Olga Fink
2025	J	`jnl`	Recall and Refine: A Simple but Effective Source-free Open- set Domain Adaptation Framework. Trans. Mach. Learn. Res. Ismail Nejjar, Hao Dong, Olga Fink
2025	J	`jnl`	Semisupervised Health Index Monitoring With Feature Generation and Fusion. IEEE Trans. Reliab. Gaëtan Frusque, Ismail Nejjar, Majid Nabavi, Olga Fink
2025	J	`jnl`	ThermoNeRF: A multimodal Neural Radiance Field for joint RGB-thermal novel view synthesis of building facades. Adv. Eng. Informatics Mariam Hassan, Florent Forest, Olga Fink, Malcolm Mielle
2025	J	`jnl`	Thermoxels: a voxel-based method to generate simulation-ready 3D thermal models. CoRR Etienne Chassaing, Florent Forest, Olga Fink, Malcolm Mielle
2025	J	`jnl`	Time-Vertex Machine Learning for Optimal Sensor Placement in Temporal Graph Signals: Applications in Structural Health Monitoring. CoRR Keivan Faghih Niresi, Jun Qing, Mengjie Zhao, Olga Fink
2025	J	`jnl`	To Trust Or Not To Trust Your Vision-Language Model's Prediction. CoRR Hao Dong, Moru Liu, Jian Liang, Eleni N. Chatzi, Olga Fink
2025	A*	`conf`	Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization. ICLR Hao Dong, Eleni N. Chatzi, Olga Fink
2025	J	`jnl`	Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization. CoRR Hao Dong, Eleni N. Chatzi, Olga Fink
2025	A*	`conf`	Unseen Visual Anomaly Generation. CVPR Han Sun, Yunkang Cao, Hao Dong, Olga Fink
2025	J	`jnl`	When, How Long and How Much? Interpretable Neural Networks for Time Series Regression by Learning to Mask and Aggregate. CoRR Florent Forest, Amaury Wei, Olga Fink
2024	J	`jnl`	Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks. CoRR Zepeng Zhang, Olga Fink
2024	J	`jnl`	CUT: A Controllable, Universal, and Training-Free Visual Anomaly Generation Framework. CoRR Han Sun, Yunkang Cao, Olga Fink
2024	J	`jnl`	Classifier-Free Diffusion-Based Weakly-Supervised Approach for Health Indicator Derivation in Rotating Machines: Advancing Early Fault Detection and Condition Monitoring. CoRR Wenyang Hu, Gaëtan Frusque, Tianyang Wang, Fulei Chu, Olga Fink
2024	J	`jnl`	Combining Physics-based and Data-driven Modeling for Building Energy Systems. CoRR Leandro Von Krannichfeldt, Kristina Orehounig, Olga Fink
2024	J	`jnl`	Continuous Test-time Domain Adaptation for Efficient Fault Detection under Evolving Operating Conditions. CoRR Han Sun, Kevin Ammann, Stylianos Giannoulakis, Olga Fink
2024	J	`jnl`	Cut-and-Paste with Precision: a Content and Perspective-aware Data Augmentation for Road Damage Detection. CoRR Punnawat Siripathitti, Florent Forest, Olga Fink
2024	J	`jnl`	Deep Koopman Operator-based degradation modelling. Reliab. Eng. Syst. Saf. Sergei Garmaev, Olga Fink
2024	J	`jnl`	Domain Adaptive Unfolded Graph Neural Networks. CoRR Zepeng Zhang, Olga Fink
2024	J	`jnl`	Domain adaptation via alignment of operation profile for Remaining Useful Lifetime prediction. Reliab. Eng. Syst. Saf. Ismail Nejjar, Fabian Geissmann, Mengjie Zhao, Cees Taal, Olga Fink
2024	J	`jnl`	DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems. IEEE Internet Things J. Mengjie Zhao, Olga Fink
2024	J	`jnl`	Efficient Unsupervised Domain Adaptation Regression for Spatial-Temporal Air Quality Sensor Fusion. CoRR Keivan Faghih Niresi, Ismail Nejjar, Olga Fink
2024	J	`jnl`	Exploiting Semantic Scene Reconstruction for Estimating Building Envelope Characteristics. CoRR Chenghao Xu, Malcolm Mielle, Antoine Laborde, Ali Waseem, Florent Forest, Olga Fink
2024	J	`jnl`	Filter-Informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis. IEEE Trans. Cybern. Tianfu Li, Chuang Sun, Olga Fink, Yuangui Yang, Xuefeng Chen, Ruqiang Yan
2024	J	`jnl`	Graph Neural Networks for Electric and Hydraulic Data Fusion to Enhance Short-term Forecasting of Pumped-storage Hydroelectricity. CoRR Raffael Theiler, Olga Fink
2024	J	`jnl`	Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics. CoRR Mengjie Zhao, Cees Taal, Stephan Baggerohr, Olga Fink
2024	J	`jnl`	IM-Context: In-Context Learning for Imbalanced Regression Tasks. CoRR Ismail Nejjar, Faez Ahmed, Olga Fink
2024	J	`jnl`	IM-Context: In-Context Learning for Imbalanced Regression Tasks. Trans. Mach. Learn. Res. Ismail Nejjar, Faez Ahmed, Olga Fink
2024	J	`jnl`	Incentive Mechanism in the Sponsored Content Market With Network Effects. IEEE Trans. Comput. Soc. Syst. Mina Montazeri, Pegah Rokhforoz, Hamed Kebriaei, Olga Fink
2024	—	`conf`	Informed Graph Learning By Domain Knowledge Injection and Smooth Graph Signal Representation. EUSIPCO Keivan Faghih Niresi, Lucas Kuhn, Gaëtan Frusque, Olga Fink
2024	J	`jnl`	Integrating the Expected Future: Schedule Based Energy Forecasting. CoRR Raffael Theiler, Olga Fink
2024	J	`jnl`	Interpretable Prognostics with Concept Bottleneck Models. CoRR Florent Forest, Katharina Rombach, Olga Fink
2024	J	`jnl`	Learning Physics-Consistent Material Behavior Without Prior Knowledge. CoRR Zhichao Han, Mohit Pundir, Olga Fink, David S. Kammer
2024	A*	`conf`	MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities. NeurIPS Hao Dong, Yue Zhao, Eleni N. Chatzi, Olga Fink
2024	J	`jnl`	MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities. CoRR Hao Dong, Yue Zhao, Eleni N. Chatzi, Olga Fink
2024	J	`jnl`	Physics meets Topology: Physics-informed topological neural networks for learning rigid body dynamics. CoRR Amaury Wei, Olga Fink
2024	J	`jnl`	Physics-Enhanced Graph Neural Networks For Soft Sensing in Industrial Internet of Things. CoRR Keivan Faghih Niresi, Hugo Bissig, Henri Baumann, Olga Fink
2024	J	`jnl`	Physics-Enhanced Graph Neural Networks for Soft Sensing in Industrial Internet of Things. IEEE Internet Things J. Keivan Faghih Niresi, Hugo Bissig, Henri Baumann, Olga Fink
2024	J	`jnl`	Prescribing Optimal Health-Aware Operation for Urban Air Mobility with Deep Reinforcement Learning. CoRR Mina Montazeri, Chetan S. Kulkarni, Olga Fink
2024	—	`ed.`	Proceedings of Workshop on Embracing Human-Aware AI in Industry 5.0 (HAII5.0 2024) co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, 19 October 2024. HAII5.0@ECAI Slawomir Nowaczyk, Myra Spiliopoulou, Marco Ragni, Olga Fink
2024	J	`jnl`	Recall and Refine: A Simple but Effective Source-free Open-set Domain Adaptation Framework. CoRR Ismail Nejjar, Hao Dong, Olga Fink
2024	J	`jnl`	Robust time series denoising with learnable wavelet packet transform. Adv. Eng. Informatics Gaëtan Frusque, Olga Fink
2024	J	`jnl`	Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights. CoRR Yan Hao, Florent Forest, Olga Fink
2024	—	`conf`	Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-training Strategies and Performance Insights. ECCV (54) Yan Hao, Florent Forest, Olga Fink
2024	J	`jnl`	Sym-Q: Adaptive Symbolic Regression via Sequential Decision-Making. CoRR Yuan Tian, Wenqi Zhou, Hao Dong, David S. Kammer, Olga Fink
2024	J	`jnl`	ThermoNeRF: Multimodal Neural Radiance Fields for Thermal Novel View Synthesis. CoRR Mariam Hassan, Florent Forest, Olga Fink, Malcolm Mielle
2024	—	`conf`	Towards Multimodal Open-Set Domain Generalization and Adaptation Through Self-supervision. ECCV (59) Hao Dong, Eleni N. Chatzi, Olga Fink
2024	J	`jnl`	Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision. CoRR Hao Dong, Eleni N. Chatzi, Olga Fink
2024	J	`jnl`	Uncertainty-Guided Alignment for Unsupervised Domain Adaptation in Regression. CoRR Ismail Nejjar, Gaëtan Frusque, Florent Forest, Olga Fink
2024	J	`jnl`	Virtual Sensor for Real-Time Bearing Load Prediction Using Heterogeneous Temporal Graph Neural Networks. CoRR Mengjie Zhao, Cees Taal, Stephan Baggerohr, Olga Fink
2023	J	`jnl`	A Comparison of Residual-based Methods on Fault Detection. CoRR Chi-Ching Hsu, Gaëtan Frusque, Olga Fink
2023	J	`jnl`	Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis. CoRR Florent Forest, Olga Fink
2023	J	`jnl`	Collective Relational Inference for learning physics-consistent heterogeneous particle interactions. CoRR Zhichao Han, Olga Fink, David S. Kammer
2023	J	`jnl`	Controlled generation of unseen faults for Reliab. Eng. Syst. Saf. Katharina Rombach, Gabriel Michau, Olga Fink
2023	J	`jnl`	Controlled physics-informed data generation for deep learning-based remaining useful life prediction under unseen operation conditions. CoRR Jiawei Xiong, Olga Fink, Jian Zhou, Yizhong Ma
2023	A*	`conf`	DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices. CVPR Ismail Nejjar, Qin Wang, Olga Fink
2023	J	`jnl`	DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices. CoRR Ismail Nejjar, Qin Wang, Olga Fink
2023	J	`jnl`	Deep Koopman Operator-based degradation modelling. CoRR Sergei Garmaev, Olga Fink
2023	J	`jnl`	Domain Adaptation via Alignment of Operation Profile for Remaining Useful Lifetime Prediction. CoRR Ismail Nejjar, Fabian Geissmann, Mengjie Zhao, Cees Taal, Olga Fink
2023	J	`jnl`	Domain knowledge-informed Synthetic fault sample generation with Health Data Map for cross-domain Planetary Gearbox Fault Diagnosis. CoRR Jong Moon Ha, Olga Fink
2023	J	`jnl`	Dynamic Graph Attention for Anomaly Detection in Heterogeneous Sensor Networks. CoRR Mengjie Zhao, Olga Fink
2023	J	`jnl`	Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault Diagnosis. CoRR Hao Lu, Adam Thelen, Olga Fink, Chao Hu, Simon Laflamme
2023	J	`jnl`	From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring. CoRR Florent Forest, Hugo Porta, Devis Tuia, Olga Fink
2023	J	`jnl`	Gemtelligence: Accelerating Gemstone classification with Deep Learning. CoRR Tommaso Bendinelli, Luca Biggio, Daniel Nyfeler, Abhigyan Ghosh, Peter Tollan, Moritz Alexander Kirschmann, Olga Fink
2023	J	`jnl`	Graph Neural Networks for Dynamic Modeling of Roller Bearing. CoRR Vinay Sharma, Jens Ravesloot, Cees Taal, Olga Fink
2023	J	`jnl`	Incentive Mechanism in the Sponsored Content Market with Network Effect. CoRR Mina Montazeri, Pegah Rokhforoz, Hamed Kebriaei, Olga Fink
2023	J	`jnl`	Multi-agent actor-critic with time dynamical opponent model. Neurocomputing Yuan Tian, Klaus-Rudolf Kladny, Qin Wang, Zhiwu Huang, Olga Fink
2023	J	`jnl`	Multi-agent reinforcement learning with graph convolutional neural networks for optimal bidding strategies of generation units in electricity markets. Expert Syst. Appl. Pegah Rokhforoz, Mina Montazeri, Olga Fink
2023	J	`jnl`	NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation. CoRR Hao Dong, Gaëtan Frusque, Yue Zhao, Eleni N. Chatzi, Olga Fink
2023	J	`jnl`	Non-contact Sensing for Anomaly Detection in Wind Turbine Blades: A focus-SVDD with Complex-Valued Auto-Encoder Approach. CoRR Gaëtan Frusque, Daniel Mitchell, Jamie Blanche, David Flynn, Olga Fink
2023	J	`jnl`	Safe multi-agent deep reinforcement learning for joint bidding and maintenance scheduling of generation units. Reliab. Eng. Syst. Saf. Pegah Rokhforoz, Mina Montazeri, Olga Fink
2023	J	`jnl`	Semi-Supervised Health Index Monitoring with Feature Generation and Fusion. CoRR Gaëtan Frusque, Ismail Nejjar, Majid Nabavi, Olga Fink
2023	A*	`conf`	SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization. NeurIPS Hao Dong, Ismail Nejjar, Han Sun, Eleni N. Chatzi, Olga Fink
2023	J	`jnl`	SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization. CoRR Hao Dong, Ismail Nejjar, Han Sun, Eleni N. Chatzi, Olga Fink
2023	J	`jnl`	Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios. Eng. Appl. Artif. Intell. Baorui Dai, Gaëtan Frusque, Tianfu Li, Qi Li, Olga Fink
2023	J	`jnl`	Smart filter aided domain adversarial neural network: An unsupervised domain adaptation method for fault diagnosis in noisy industrial scenarios. CoRR Baorui Dai, Gaëtan Frusque, Tianfu Li, Qi Li, Olga Fink
2023	—	`conf`	Spatial-Temporal Graph Attention Fuser for Calibration in IoT Air Pollution Monitoring Systems. SENSORS Keivan Faghih Niresi, Mengjie Zhao, Hugo Bissig, Henri Baumann, Olga Fink
2023	J	`jnl`	Spatial-Temporal Graph Attention Fuser for Calibration in IoT Air Pollution Monitoring Systems. CoRR Keivan Faghih Niresi, Mengjie Zhao, Hugo Bissig, Henri Baumann, Olga Fink
2023	J	`jnl`	Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A Tutorial. CoRR Venkat Nemani, Luca Biggio, Xun Huan, Zhen Hu, Olga Fink, Anh Tran, Yan Wang, Xiaoping Du, Xiaoge Zhang, Chao Hu
2022	J	`jnl`	A Comprehensive Review of Digital Twin - Part 1: Modeling and Twinning Enabling Technologies. CoRR Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu
2022	J	`jnl`	A Comprehensive Review of Digital Twin - Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives. CoRR Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu
2022	J	`jnl`	A Prescriptive Dirichlet Power Allocation Policy with Deep Reinforcement Learning. CoRR Yuan Tian, Minghao Han, Chetan S. Kulkarni, Olga Fink
2022	J	`jnl`	A prescriptive Dirichlet power allocation policy with deep reinforcement learning. Reliab. Eng. Syst. Saf. Yuan Tian, Minghao Han, Chetan S. Kulkarni, Olga Fink
2022	J	`jnl`	Artificial intelligence across company borders. Commun. ACM Olga Fink, Torbjørn H. Netland, Stefan Feuerriegel
2022	A*	`conf`	Continual Test-Time Domain Adaptation. CVPR Qin Wang, Olga Fink, Luc Van Gool, Dengxin Dai
2022	J	`jnl`	Continual Test-Time Domain Adaptation. CoRR Qin Wang, Olga Fink, Luc Van Gool, Dengxin Dai
2022	J	`jnl`	Contrastive Feature Learning for Fault Detection and Diagnostics in Railway Applications. CoRR Katharina Rombach, Gabriel Michau, Kajan Ratnasabapathy, Lucian-Stefan Ancu, Wilfried Bürzle, Stefan Koller, Olga Fink
2022	J	`jnl`	Controlled Generation of Unseen Faults for Partial and OpenSet&Partial Domain Adaptation. CoRR Katharina Rombach, Gabriel Michau, Olga Fink
2022	—	`conf`	DG-Mix: Domain Generalization for Anomalous Sound Detection Based on Self-Supervised Learning. DCASE Ismail Nejjar, Jean Meunier-Pion, Gaëtan Frusque, Olga Fink
2022	J	`jnl`	Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction. CoRR Luca Biggio, Tommaso Bendinelli, Chetan S. Kulkarni, Olga Fink
2022	J	`jnl`	Fusing physics-based and deep learning models for prognostics. Reliab. Eng. Syst. Saf. Manuel Arias Chao, Chetan S. Kulkarni, Kai Goebel, Olga Fink
2022	J	`jnl`	Integrating Expert Knowledge With Domain Adaptation for Unsupervised Fault Diagnosis. IEEE Trans. Instrum. Meas. Qin Wang, Cees Taal, Olga Fink
2022	Misc	`conf`	Learnable Wavelet Packet Transform for Data-Adapted Spectrograms. ICASSP Gaëtan Frusque, Olga Fink
2022	J	`jnl`	Learnable Wavelet Packet Transform for Data-Adapted Spectrograms. CoRR Gaëtan Frusque, Olga Fink
2022	J	`jnl`	Learning Physics-Consistent Particle Interactions. CoRR Zhichao Han, David S. Kammer, Olga Fink
2022	J	`jnl`	Maintenance scheduling of manufacturing systems based on optimal price of the network. Reliab. Eng. Syst. Saf. Pegah Rokhforoz, Olga Fink
2022	J	`jnl`	Multi-Agent Reinforcement Learning with Graph Convolutional Neural Networks for optimal Bidding Strategies of Generation Units in Electricity Markets. CoRR Pegah Rokhforoz, Olga Fink
2022	J	`jnl`	Multi-agent Actor-Critic with Time Dynamical Opponent Model. CoRR Yuan Tian, Klaus-Rudolf Kladny, Qin Wang, Zhiwu Huang, Olga Fink
2022	J	`jnl`	Robust Time Series Denoising with Learnable Wavelet Packet Transform. CoRR Gaëtan Frusque, Olga Fink
2022	B	`conf`	Vacuum Circuit Breaker Closing Time Key Moments Detection via Vibration Monitoring: A Run-to-Failure Study. SMC Chi-Ching Hsu, Gaëtan Frusque, Mahir Muratovic, Christian M. Franck, Olga Fink
2021	J	`jnl`	Aircraft Engine Run-to-Failure Dataset under Real Flight Conditions for Prognostics and Diagnostics. Data Manuel Arias Chao, Chetan S. Kulkarni, Kai Goebel, Olga Fink
2021	J	`jnl`	Artificial intelligence across company borders. CoRR Olga Fink, Torbjørn H. Netland, Stefan Feuerriegel
2021	J	`jnl`	Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection. CoRR Gaëtan Frusque, Gabriel Michau, Olga Fink
2021	J	`jnl`	Contrastive Learning for Fault Detection and Diagnostics in the Context of Changing Operating Conditions and Novel Fault Types. Sensors Katharina Rombach, Gabriel Michau, Olga Fink
2021	J	`jnl`	Decision Support System for an Intelligent Operator of Utility Tunnel Boring Machines. CoRR Gabriel Rodriguez Garcia, Gabriel Michau, Herbert H. Einstein, Olga Fink
2021	A*	`conf`	Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation. ICCV Qin Wang, Dengxin Dai, Lukas Hoyer, Luc Van Gool, Olga Fink
2021	J	`jnl`	Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation. CoRR Qin Wang, Dengxin Dai, Lukas Hoyer, Olga Fink, Luc Van Gool
2021	J	`jnl`	Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series. CoRR Gabriel Michau, Olga Fink
2021	J	`jnl`	Hierarchical multi-agent predictive maintenance scheduling for trains using price-based approach. Comput. Ind. Eng. Pegah Rokhforoz, Olga Fink
2021	J	`jnl`	Implicit supervision for fault detection and segmentation of emerging fault types with Deep Variational Autoencoders. Neurocomputing Manuel Arias Chao, Bryan T. Adey, Olga Fink
2021	J	`jnl`	Interpretable Detection of Partial Discharge in Power Lines with Deep Learning. Sensors Gabriel Michau, Chi-Ching Hsu, Olga Fink
2021	J	`jnl`	Maintenance scheduling of manufacturing systems based on optimal price of the network. CoRR Pegah Rokhforoz, Olga Fink
2021	J	`jnl`	Missing-Class-Robust Domain Adaptation by Unilateral Alignment. IEEE Trans. Ind. Electron. Qin Wang, Gabriel Michau, Olga Fink
2021	J	`jnl`	Multi-agent maintenance scheduling based on the coordination between central operator and decentralized producers in an electricity market. Reliab. Eng. Syst. Saf. Pegah Rokhforoz, Blazhe Gjorgiev, Giovanni Sansavini, Olga Fink
2021	J	`jnl`	Safe multi-agent deep reinforcement learning for joint bidding and maintenance scheduling of generation units. CoRR Pegah Rokhforoz, Olga Fink
2021	J	`jnl`	Uncertainty-Aware Prognosis via Deep Gaussian Process. IEEE Access Luca Biggio, Alexander Wieland, Manuel Arias Chao, Iason Kastanis, Olga Fink
2021	J	`jnl`	Uncertainty-aware Remaining Useful Life predictor. CoRR Luca Biggio, Alexander Wieland, Manuel Arias Chao, Iason Kastanis, Olga Fink
2021	J	`jnl`	Unsupervised transfer learning for anomaly detection: Application to complementary operating condition transfer. Knowl. Based Syst. Gabriel Michau, Olga Fink
2020	J	`jnl`	Anomaly Detection And Classification In Time Series With Kervolutional Neural Networks. CoRR Oliver Ammann, Gabriel Michau, Olga Fink
2020	J	`jnl`	Battery Model Calibration with Deep Reinforcement Learning. CoRR Ajaykumar Unagar, Yuan Tian, Manuel Arias Chao, Olga Fink
2020	J	`jnl`	Distributed joint dynamic maintenance and production scheduling in manufacturing systems: Framework based on model predictive control and Benders decomposition. CoRR Pegah Rokhforoz, Olga Fink
2020	J	`jnl`	Fusing Physics-based and Deep Learning Models for Prognostics. CoRR Manuel Arias Chao, Chetan S. Kulkarni, Kai Goebel, Olga Fink
2020	J	`jnl`	Improving Generalization of Deep Fault Detection Models in the Presence of Mislabeled Data. CoRR Katharina Rombach, Gabriel Michau, Olga Fink
2020	B	`conf`	Improving generalization of deep fault detection models in the presence of mislabeled data. SMC Katharina Rombach, Gabriel Michau, Olga Fink
2020	J	`jnl`	Interpretable Partial Discharge Detection with Temporal Convolution and Pulse Activation Maps: An application to Power Lines. CoRR Chi-Ching Hsu, Gabriel Michau, Olga Fink
2020	J	`jnl`	Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis. CoRR Qin Wang, Gabriel Michau, Olga Fink
2020	J	`jnl`	Multi-agent maintenance scheduling based on the coordination between central operator and decentralized producers in an electricity market. CoRR Pegah Rokhforoz, Blazhe Gjorgiev, Giovanni Sansavini, Olga Fink
2020	—	`conf`	Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search. ECCV (7) Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang, Olga Fink
2020	J	`jnl`	Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search. CoRR Yuan Tian, Qin Wang, Zhiwu Huang, Wen Li, Dengxin Dai, Minghao Yang, Jun Wang, Olga Fink
2020	J	`jnl`	Potential, challenges and future directions for deep learning in prognostics and health management applications. Eng. Appl. Artif. Intell. Olga Fink, Qin Wang, Markus Svensén, Pierre Dersin, Wan-Jui Lee, Melanie Ducoffe
2020	J	`jnl`	Real-Time Model Calibration with Deep Reinforcement Learning. CoRR Yuan Tian, Manuel Arias Chao, Chetan S. Kulkarni, Kai Goebel, Olga Fink
2020	J	`jnl`	Time Series to Images: Monitoring the Condition of Industrial Assets with Deep Learning Image Processing Algorithms. CoRR Gabriel Rodriguez Garcia, Gabriel Michau, Mélanie Ducoffe, Jayant Sen Gupta, Olga Fink
2020	J	`jnl`	Transferring Complementary Operating Conditions for Anomaly Detection. CoRR Gabriel Michau, Olga Fink
2019	J	`jnl`	Domain Adaptive Transfer Learning for Fault Diagnosis. CoRR Qin Wang, Gabriel Michau, Olga Fink
2019	J	`jnl`	Fully Unsupervised Feature Alignment for Critical System Health Monitoring with Varied Operating Conditions. CoRR Gabriel Michau, Olga Fink
2019	J	`jnl`	Hybrid deep fault detection and isolation: Combining deep neural networks and system performance models. CoRR Manuel Arias Chao, Chetan S. Kulkarni, Kai Goebel, Olga Fink
2019	J	`jnl`	Knowledge-Induced Learning with Adaptive Sampling Variational Autoencoders for Open Set Fault Diagnostics. CoRR Manuel Arias Chao, Bryan T. Adey, Olga Fink
2019	—	`conf`	Unsupervised Fault Detection in Varying Operating Conditions. ICPHM Gabriel Michau, Olga Fink
2019	J	`jnl`	Unsupervised Fault Detection in Varying Operating Conditions. CoRR Gabriel Michau, Olga Fink
2018	J	`jnl`	Combined Fault Location and Classification for Power Transmission Lines Fault Diagnosis With Integrated Feature Extraction. IEEE Trans. Ind. Electron. Yann Qi Chen, Olga Fink, Giovanni Sansavini
2018	J	`jnl`	Feature Learning for Fault Detection in High-Dimensional Condition-Monitoring Signals. CoRR Gabriel Michau, Yang Hu, Thomas Palmé, Olga Fink
2017	J	`jnl`	Fault detection based on signal reconstruction with Auto-Associative Extreme Learning Machines. Eng. Appl. Artif. Intell. Yang Hu, Thomas Palmé, Olga Fink
2016	—	`conf`	Online sequential extreme learning machines for fault detection. ICPHM Yang Hu, Olga Fink, Thomas Palmé
2016	J	`jnl`	Two Machine Learning Approaches for Short-Term Wind Speed Time-Series Prediction. IEEE Trans. Neural Networks Learn. Syst. Ronay Ak, Olga Fink, Enrico Zio
2015	J	`jnl`	A Classification Framework for Predicting Components' Remaining Useful Life Based on Discrete-Event Diagnostic Data. IEEE Trans. Reliab. Olga Fink, Enrico Zio, Ulrich Weidmann
2015	J	`jnl`	Fuzzy Classification With Restricted Boltzman Machines and Echo-State Networks for Predicting Potential Railway Door System Failures. IEEE Trans. Reliab. Olga Fink, Enrico Zio, Ulrich Weidmann
2014	J	`jnl`	Predicting component reliability and level of degradation with complex-valued neural networks. Reliab. Eng. Syst. Saf. Olga Fink, Enrico Zio, Ulrich Weidmann
2014	J	`jnl`	Quantifying the reliability of fault classifiers. Inf. Sci. Olga Fink, Enrico Zio, Ulrich Weidmann
2013	J	`jnl`	Predicting time series of railway speed restrictions with time-dependent machine learning techniques. Expert Syst. Appl. Olga Fink, Enrico Zio, Ulrich Weidmann