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Philipp Klein

Online model-based anomaly detection in multivariate time series: Taxonomy, survey, research challenges and future directions
2024 · Lucas Correia, Jan-Christoph Goos, et al. · Engineering Applications of Artificial Intelligence · 45
Smart Meter with non-intrusive load monitoring for use in Smart Homes
2010 · Dirk Benyoucef, Philipp Klein, et al. · IEEE International Energy Conference (ENERGYCON) · 26
Odor-Sensing System to Support Social Participation of People Suffering from Incontinence
2016 · Alvaro Ortiz Pérez, Vera Kallfaß-de Frenes, et al. · Sensors · 17
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Reuse of modules for mechatronic modeling and evaluation of manufacturing systems in the conceptual design and basic engineering phase
2014 · Michael Weyrich, Philipp Klein, et al. · IFAC Proceedings Volumes · 16
Smart meter systems measurements for the verification of the detection & classification algorithms
2013 · Thomas Bier, Dirk Benyoucef, et al. · Annual Conference of the IEEE Industrial Electronics Society (IECON) · 11
Engineering of automated manufacturing systems with mechatronic objects
2012 · Michael Weyrich, Philipp Klein · Annual Conference of the IEEE Industrial Electronics Society (IECON) · 10
MA-VAE: Multi-Head Attention-Based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-Series Applied to Automotive Endurance Powertrain Testing
2023 · Lucas Correia, Jan-Christoph Goos, et al. · International Joint Conference on Computational Intelligence · 9
Test bench and quality measures for non-intrusive load monitoring algorithms
2013 · Philipp Klein, Jean Merckle, et al. · Annual Conference of the IEEE Industrial Electronics Society (IECON) · 9
Optical 3D-Surface Reconstruction Of Weak Textured Objects Based On An Approach Of Disparity Stereo Inspection
2011 · Kerstein, Thomas, Laurowski, Martin, et al. · Zenodo (CERN European Organization for Nuclear Research) · 9
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Moving Sum Data Segmentation for Stochastic Processes Based on Invariance
2021 · Claudia Kirch, Philipp Klein · Statistica Sinica · 8
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Planning of energy production and management of energy resources with Smart Meters
2010 · Dirk Benyoucef, Thomas Bier, et al. · International Conference on Advances in Energy Engineering (ICAEE) · 8
Vision based defect detection on 3D objects and path planning for processing
2011 · Michael Weyrich, Philipp Klein, et al. · 7
Mechatronic engineering of novel manufacturing processes implemented by modular and sensor-guided machinery
2011 · Michael Weyrich, Philipp Klein, et al. · 6
Online Time-series Anomaly Detection: A Survey of Modern Model-based Approaches
2022 · Lucas Correia, Jan-Christoph Goos, et al. · Research Square · 5
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Methodology for Identification of Adaptive Reusable Modules in Automated Production Systems
2013 · Konstantin Kernschmidt, Philipp Klein, et al. · Lecture notes in production engineering · 5
Assisted engineering for mechatronic manufacturing systems based on a modularization concept
2012 · Michael Weyrich, Philipp Klein · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) · 5
Test System for Disaggregation Algorithms for use in Smart Meters
2012 · Dirk Benyoucef, Thomas Bier, et al. · Energy Procedia · 4
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A Function-oriented Approach for a Mechtronic Modularization of a Sensor-guided Manufacturing System
2011 · Michael Weyrich, Philipp Klein, et al. · Common Library Network (Der Gemeinsame Bibliotheksverbund) · 4
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Analysis of fingerprints of electric appliances as starting point for an appliance characteristics catalog
2014 · Philipp Klein, Dirk Benyoucef, et al. · Annual Conference of the IEEE Industrial Electronics Society (IECON) · 3
Use-appropriate Design of Automated Optical Inspection Systems for Rotationally Symmetric Parts
2011 · Martin Laurowski, Philipp Klein, et al. · Common Library Network (Der Gemeinsame Bibliotheksverbund) · 3
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TeVAE: A Variational Autoencoder Approach for Discrete Online Anomaly Detection in Variable-State Multivariate Time-Series Data
2025 · Lucas Correia, Jan-Christoph Goos, et al. · Studies in computational intelligence · 2
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Moving sum data segmentation for stochastics processes based on invariance
2021 · Kirch, Claudia, Klein, Philipp · arXiv (Cornell University) · 2
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SMART METER - Artificial Neural Network for Disaggregation of Electrical Appliances
2012 · Dirk Benyoucef, Thomas Bier, et al. · International Conference on Pattern Recognition Applications and Methods · 2
Modulbasiertes Engineering von Produktionsanlagen*
2012 · Michael Weyrich, Philipp Klein · wt Werkstattstechnik online · 2
One Shot Optical 3d Surface Reconstruction of Weak Textured Objects for an Agricultural Application
2011 · Martin Laurowski, Thomas Kerstein, et al. · Common Library Network (Der Gemeinsame Bibliotheksverbund) · 1
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Works count: 36
Citation count: 219
H-index: 9
I10-index: 6
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