Current Projects
Doctoral Candidate | Title of the doctoral research project | Cooperating Institutions |
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Philipp Koch | Befahrbarkeitsanalyse in unwegsamem Gelände unter Berücksichtigung der kinematischen Konzepte mobiler Roboter | TH Nürnberg, Uni Würzburg |
Andreas Schütz | Effiziente und zielgerichtete Sensibilisierung der Mitarbeiter von kleinen und mittelständischen Unternehmen für Informationssicherheit | THWS Würzburg-Schweinfurt, FAU Erlangen-Nürnberg |
Thomas Schulz | A Reference Architecture for Smart Mobility Platforms | HS Neu-Ulm, TU München |
Daniel Vögele | Kamerabasiertes System zur Ermittlung der realen Aufspannsituation auf Werkzeugmaschinen | OTH Regensburg, Uni Passau |
Florian Olbrich | Safety Systems for UAVs | OTH Regensburg, TU München |
Bettina Kriegl | Service Innovation at Healthcare`s Frontline | TH Ingolstadt, Uni Bayreuth |
Manuel Fritsche | Entwicklung eines kombinierten Auslegungsverfahrens für radiale Ventilatoren auf Basis eines mit theoretischen Ansätzen, digitalen CFD-Berechnungen und physischen Versuchen trainierten künstlichen neuronalen Netzes (Metamodell) | HS Coburg, FAU Erlangen-Nürnberg |
Stefan Kerscher | Robuste Prädiktion von Verkehrsteilnehmern in einer urbanen Umgebung | TH Deggendorf, Uni Regensburg, Continental |
Tobias Fertig | Messen der Information Security Awareness in KMUs | THWS Würzburg-Schweinfurt, FAU Erlangen-Nürnberg |
Helge Olberding | Thematische Kartographie und 3D-Geovisualisierung in interaktiven VR-Anwendungen | THWS Würzburg-Schweinfurt, Uni Würzburg |
Simon Seibt | Bildbasierte Medienproduktionskette | TH Nürnberg, Uni Würzburg |
Markus Miller | Auf künstliche Intelligenz basierende rekonstruktive Verfahren zur Umfeldmodellierung | HAW München TU München |
Theresa Meyer | Änderungsdetektion durch Analyse von Bildsequenzen und BIM-konformen Innenraummodellen | THWS Würzburg-Schweinfurt TU München |
Elisabeth Moser | Exploring the power of AI in spectral analysis particularly leveraging simulation via transfer learning | OTH Regensburg, TU München |
Stefan Böhm | Untersuchung verschiedener Ansätze der künstlichen Intelligenz zur Optimierung der Prozessaubläufe und Mensch-Maschinen-Kollaboration in der I4.0-Produktion | TH Rosenheim, TU München |
Peter Meier | Real-Time Signal Processing Algorithms for Interactive Music Analysis Applications | TH Deggendorf, FAU Erlangen-Nürnberg |
Markus Schmidtner | Konzeption und Realisierung eines adaptiven Referenzmodells für agile und hybride Vorgehensmodelle im Produktentstehungsprozess der Automobilindustrie | HAW Landshut, FAU Erlangen-Nürnberg
|
Sebastian Renner | Sichere leichtgewichtige authentifizierte Verschlüsselung für kritische Infrastrukturen im Internet der Dinge | OTH Regensburg, TU München |
Sina Zimmermann | Incentives for Sustainable Tranportation Behaviour Enabled by Digital Mobility Platforms | HS Neu-Ulm; TU München |
Nikolai Körber | Energy-Efficient Deep Learning-Based Image Compression for LPWANs on Resource-Constrainded AIoT | HAW Landshut; TU München |
Finn Reiche | Entwicklung eines Referenzmodells zur Plattformökonomie von Hochschulen | HAW Landshut, FAU Erlangen-Nürnberg |
Tobias Höfer | Vergleich unterschiedlicher Deep Learning Ansätze im Hinblick auf Genauigkeit, Stabilität, Effizienz und Interpretierbarkeit | HAW München, TU München |
Maximilian Hell | Synergetic use of Sentinel-1 and Sentinel-2 data for large-scale Land cover/Land use mapping | THWS Würzburg Schweinfurt, Uni Würzburg |
Dominik Stecher | Fault Detection and Monitoring of District Heating Systems using Machine Learning | TH Rosenheim, FAU, Erlangen-Nürnberg |
Maximilian Karthan
| Adaptive Feedback for mHealth-Applications with Gamification and Serious Games | HAW Neu-Ulm, Uni Würzburg |
Ulrich Ludolfinger | Reinforcement Learning for Energy Management Systems | HAW Landshut, Uni Würzburg |
Franz Okyere | Slum mapping- the relationship between geometry and urban poverty in Ghana- a remote sensing and geographical information systems approach | Uni Bayreuth, THWS Würzburg-Schweinfurt |
Tina Volkersdorfer | Modellierung von Security zum Testen von System-Modellen | TH Ingolstadt, Uni Passau
|
Lisa Keller | Society-Oriented Scientific and Engineering Discourse through Pop-Up Education | THWS Würzburg- Schweinfurt, Uni Regensburg |
Mehran Dizbadi | Pro Mobile: Efficient and precise optimal positioning of mobile mapping system
| THWS Würzburg-Schweinfurt; TU München |
Jens Gebele | Hybridization of Emotion Recognition Systems | HAW Neu-Ulm; Uni Würzburg |
Dong Wang | Infradar-SLAM: Light-Weight Indoor 3D SLAM Based on Infrared- and Radar-Fusion | TH Nürnberg; Uni Würzburg |
Rolf Schmidt | Development of Failsafe Perception Sensors Concept for Use in Clinical Settings for Autonomous Motions | TH Nürnberg; Uni Würzburg |
Marco Masannek | Development of Sensor- and Data Fusion Concepts and Algorithms for Safe Autonomous Robot Navigation and Manipulation in Clinical Environments | TH Nürnberg; Uni Würzburg |
Maximilian Rosilius | Evaluierung der Akzeptanz-und Leistungsmanipulation der Mensch-Maschine-Interaktion kognitiv-immersiver Assistenzsysteme durch Fehlereinflüsse und Informationskonfidenz | THWS Würzburg-Schweinfurt: Uni Regensburg |
Marco Michl | Decentralized Trust in Multi-Stakeholder Automotive Cyber-Systems | TH Ingolstadt; Uni Passau |
Daniel Hieber | Neural Network Assisted Pathology for Glioblastoma | HS Neu-Ulm, Uni Würzburg |
Alumni
Latest Publications
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Geometric {BIM} verification of indoor construction sites by photogrammetric point clouds and evidence theory in {ISPRS} Journal of Photogrammetry and Remote Sensing (2023). 195 432–445.
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Testing {AGV} mobility control method for {MANET} coverage optimization using procedural simulation in Computer Communications (2022). 194 189–201.
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Dense Feature Matching Based on Homographic Decomposition in IEEE Access (2022). 10 21236–21249.
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Project Management as a B2B Service in the automotive development process in 17th International Conference on Wirtschaftsinformatik, AIS Electronic Library (AISeL) (2022). (Vol. 9)
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Change detection for indoor construction progress monitoring based on {BIM}, point clouds and uncertainties in Automation in Construction (2022). 141 104442.
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Numerical and Theoretical Investigation of the Gap Flow in Centrifugal Fans for Design and Off-Design Conditions in Journal of Fluids Engineering (2022). 145(3)
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Simulation-Driven Blade Work Distribution Based Design Strategy and Optimization of a Low-Pressure Axial Fan in Volume 1: Fluid Applications and Systems ({FASTC})$\mathsemicolon$ Fluid Measurement and Instrumentation ({FMITC})$\mathsemicolon$ Fluid Mechanics ({FMTC}) (2022).
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The Impact of Scaling on the Gap Flow Rate of Radial Fans in Volume 1: Fluid Applications and Systems ({FASTC})$\mathsemicolon$ Fluid Measurement and Instrumentation ({FMITC})$\mathsemicolon$ Fluid Mechanics ({FMTC}) (2022).
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{DeepForest}: Novel Deep Learning Models for Land Use and Land Cover Classification Using Multi-Temporal and -Modal Sentinel Data of the Amazon Basin in Remote Sensing (2022). 14(19) 5000.
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{PeterPandemic}: A Serious Game for Pandemic Management in Studies in Health Technology and Informatics (2022).
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Enhancing {mHealth} data collection applications with sensing capabilities in Frontiers in Public Health (2022). 10
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An optimized Bitsliced Masked Adder for ARM Thumb-2 Controllers in 2022 International Conference on Applied Electronics (AE) (2022). 1–4.
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Collecting Data from Senior Citizens Using Serious Games in Studies in Health Technology and Informatics (2022).
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Study on Massive Open Online Courses in Universities in 2022 IEEE Global Engineering Education Conference (EDUCON) (2022). 379–385.
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What Do We Need to Collaborate? Transfer in Universities for Cross-organizational Collaboration in Proceedings of the 19th International Conference on Smart Business Technologies (2022).
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Light Direction Reconstruction Analysis and Improvement using {XAI} and {CG} in {CSRN} (2022).
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Modeling the Photoacoustic Spectrum of a Quantum Cascade Laser for Human Breath in Optical Sensors and Sensing Congress 2022 ({AIS}, {LACSEA}, Sensors, {ES}) (2022).
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A deep learning system to transform cross-section spectra to varying environmental conditions in Vibrational Spectroscopy (2022). 122 103410.
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Argo: Towards Small Vessel Detection for Humanitarian Purposes in Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (2022).
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Real-Time MIR Algorithms for Music-Reactive Game World Generation (2022).
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A Framework for the Construction and Tailoring of Engineering Development Process Models in IEEE Transactions on Engineering Management (2022). 1–22.
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{CARE} {REGIO} {\textendash} Digital Transformation and Technology in Nursing Care in Studies in Health Technology and Informatics (2022).
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Social Engineering Exploits in Automotive Software Security: Modeling Human-targeted Attacks with SAM in The 31st European Safety and Reliability Conference, Angers, France, B. Castanier, M. Cepin, D. Bigaud, C. Berenguer (eds.) (2021).
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Tiny Generative Image Compression for Bandwidth-Constrained Sensor Applications in IEEE International Conference on Machine Learning and Applications (2021).
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{Testing AGV Mobility Control Method for MANET Coverage Optimization using Procedural Generation} in Proceedings of the ACM Conference MSWiM: Modeling, Analysis and Simulation of Wireless and Mobile Systems (2021).
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Assessing the lack of context knowledge for a pedestrian predicting neural network in International Journal of Intelligent Robotics and Applications (2021).
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A Real-Time Beat Tracking System Based on Predominant Local Pulse Information in Demos and Late Breaking News of the InternationalSociety for Music Information Retrieval Conference (ISMIR) (2021). (Vol. 22nd, Conf. Online 2021)
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{Comparison of different Standards and Norms in Project Management} in Research Notes on Data and Process Science (2021). (2) 7.
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Tiny Generative Image Compression for Bandwidth-Constrained Sensor Applications in 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (2021). 564–569.
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Assessing the lack of context knowledge for a pedestrian predicting neural network in International Journal of Intelligent Robotics and Applications (2021). 6(3) 467–482.
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{ACCURACY} {INVESTIGATION} {ON} {IMAGE}-{BASED} {CHANGE} {DETECTION} {FOR} {BIM} {COMPLIANT} {INDOOR} {MODELS} in {ISPRS} Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (2021). V-4-2021 105–112.
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Immersive Storytelling for Information Security Awareness Training in Virtual Reality in Proceedings of the 54th Hawaii International Conference on System Sciences (2021).
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HyValue – Ein adaptives Referenzmodell für den hybriden Produktentstehungsprozess in der Automobilindustrie in Kompetenzen für die digitale Transformation 2020 Digitalisierung der Arbeit - Kompetenzen - Nachhaltigkeit 1. Digitalkompetenz-Tagung, E. D. {Lehmann L. (ed.) (2021). (Vol. 1) 37–48.
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Digital Nudging Toward Pro-Environmental Behavior: A Literature Review (2021). (Vol. Paper 73) Proceedings of the 25th Pacific Asia Conference on Information Systems (PACIS).
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Effects of ambient parameters and cross-sensitivities from O2, CO2 and H2O on the photoacoustic detection of acetone in the UV region in Sensors and Actuators B: Chemical (2021). 328(129001)
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A fractional 0–1 decision making approach for process variant management in 2021 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) (2021). 1–8.
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Collaboration for Innovation Between Universities and Smart Cities in 2021 IEEE European Technology and Engineering Management Summit (E-TEMS) (2021). 82–86.
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Task-Specific Trajectory Optimisation for Twin-Robotic X-Ray Tomography in IEEE Transactions on Computational Imaging (2021). 7 894–907.
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Value co-creation and co-destruction in service ecosystems: The case of the Reach Now app in Technological Forecasting and Social Change, (F. Philips, ed.) (2021). 170, issue C
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The Role of Utilitarian vs. Hedonic Factors for the Adoption of AI-based Smart Speakers in (Proceedings of the) 27th Americas Conference on Information Systems (AMCIS) "Digital Innovation and Entrepreneurship" (2021). (Vol. Paper 1236)
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Accuracy investigation on image-based change detection for BIM compliant indoor models in International Society for Photogrammetry and Remote Sensing (2021). V-4-2021 105–112.
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Agile Working During COVID-19 Pandemic in IEEE Engineering Management Review (2021). 49(2) 18–32.
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Deep Light Direction Reconstruction from single RGB images (2021). WSCG 2021: full papers proceedings: 29. International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision, p. 31-40.
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Automated Threat Evaluation of Automotive Diagnostic Protocols in 8th Embedded Security in Cars Conference (ESCAR USA) (2021).
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AI Approaches to Optimize Human-Machine Collaboration in Manufacturing Facilities with IoT-Ready Machinery. in IOT Companion, P. Davidsson, M. Langheinrich, P. Linde, S. Mayer, D. Casado-Mansilla, D. Spikol, F. A. Kraemer, N. L. Russo (eds.) (2020). 23:1–23:5.
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Agile working during COVID-19 pandemic in Research Notes on Data and Process Science (2020). issue 1
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HyValue – a Hybrid Reference Model for the Automotive Product Development Process in IEEE TEMS Technology & Engineering Management Society (2020).
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Physicians and Institutional Work: Unpacking the Black Box of Institutionalization at the Front Lines of Healthcare in Proceedings of the European Markting Academy (2020). (Vol. 49th)
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Efficient Black-Box Search for Adversarial Examples using Relevance Masks in In DYnamic and Novel Advances in Machine Learning and Intelligent Cyber Security (DYNAMICS) Workshop (2020).
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Smart mobility – an analysis of potential customers’ preference structures Electronic Markets in Electronic Markets (2020).
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Information Technology Choice in Mobility Service Ecosystems: A Qualitative Comparative Analysis in International Conference on Information Systems, ICIS 2020 Proceedings (2020). (Vol. DIGITIZATION IN CITIES AND THE PUBLIC SECTOR)
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Analytical and Numerical Investigation of the Fluid Structure Interaction of an Elastic Beam in a Water Channel in Volume 10: Fluids Engineering (2020).
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Towards an Information Security Awareness Maturity Model. in HCI (26), Lecture Notes in Computer Science, P. Zaphiris, A. Ioannou (eds.) (2020). (Vol. 12206) 587–599.
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Motor Imagery to Control Mobile Applications - An fNIRS Study. in PACIS, D. Vogel, K. N. Shen, P. S. Ling, C. Hsu, J. Y. L. Thong, M. D. Marco, M. Limayem, S. X. Xu (eds.) (2020). 56.
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Proactive Smart City Interactions. in HCI (26), Lecture Notes in Computer Science, P. Zaphiris, A. Ioannou (eds.) (2020). (Vol. 12206) 615–624.
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Financial Fraud Detection with Improved Neural Arithmetic Logic Units in Lecture Notes in Computer Science book series (LNCS, volume 12591) (2020). (Vol. Fifth Workshop on MIning DAta for financial applicationS) Springer.
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Towards an adaptive reference model for agile and hybrid frameworks in automotive development. in ICE/ITMC (2020). 1–10.
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Edge-preserving compression of CT scans using wavelets in Insight- Non-Destructive Testing and Condition Monitoring (2020). 62(6) 345–351 (7).
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Current Issues Of Metrics For Information Security Awareness. in ECIS, F. Rowe, R. E. Amrani, M. Limayem, S. Newell, N. Pouloudi, E. van Heck, A. E. Quammah (eds.) (2020).
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Transport Layer Scanning for Attack Surface Detection in Vehicular Networks in Transport Layer Scanning for Attack Surface Detection in Vehicular Networks (2020). 1–8.
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Scanning trajectory optimisation using a quantitative Tuybased local quality estimation for robot-based X-ray computed tomography in Nondestructive Testing and Evaluation (2020). 35(3) 287–303.
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Comparison of Different Spike Train Synchrony Measures Regarding Their Robustness to Erroneous Data From Bicuculline-Induced Epileptiform Activity. in Neural Comput. (2020). 32(5) 887–911.
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About the Measuring of Information Security Awareness: A Systematic Literature Review in 53rd Hawaii International Conference on System Sciences (2020).
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Analyze Before You Sensitize: Preparation of a Targeted ISA Training in 53rd Hawaii International Conference on System Sciences (2020).
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Analysis of Industrial Device Architectures for Real-Time Operations under Denial of Service Attacks. in CoRR (2020). abs/2007.08885
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Threshold Password-Hardened Encryption Services. in ACM Conference on Computer and Communications Security, J. Ligatti, X. Ou, J. Katz, G. Vigna (eds.) (2020). 409–424.
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iNALU: Improved Neural Arithmetic Logic Unit in Frontiers in Artificial Intelligence (2020). 3 71.
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Evaluation of Post-hoc XAI Approaches Through Synthetic Tabular Data. in ISMIS, Lecture Notes in Computer Science, D. Helic, G. Leitner, M. Stettinger, A. Felfernig, Z. W. Ras (eds.) (2020). (Vol. 12117) 422–430.
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Financial Fraud Detection with Improved Neural Arithmetic Logic Units (2020). (Vol. Fifth Workshop on MIning DAta for financial applicationS)
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Smart Mobility: Contradictions in Value Co-Creation in Information Systems Frontiers (2020). 22(4)
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Impact of Generative Adversarial Networks on NetFlow-Based Traffic Classification. in CISIS, Advances in Intelligent Systems and Computing, Álvaro Herrero, C. Cambra, D. Urda, J. Sedano, H. Quintián, E. Corchado (eds.) (2020). (Vol. 1267) 393–404.
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Comparison of System Call Representations for Intrusion Detection in Logic Journal of the IGPL (2020). jzaa058
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A Hardware in the Loop Benchmark Suite to Evaluate NIST LWC Ciphers on Microcontrollers in ICICS, Lecture Notes in Computer Science (2020). (Vol. 12282) 495–509.
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Using wavelet transform to evaluate single-shot phase measuring deflectometry data in SPIE Proceedings (2020). (Vol. 115101S)
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ADAMO - Echtzeit Kollaboration mit adaptiven Prozessmodellen (ADAMO - Real-Time Collaboration with Adaptive Process Models). in Modellierung (Companion), CEUR Workshop Proceedings, J. Michael, D. Bork, H.-G. Fill, P. Fettke, D. Karagiannis, J. Köpke, A. Koschmider, H. C. Mayr, J.-R. Rehse, U. Reimer, M. Striewe, M. Tropmann-Frick, M. Ullrich (eds.) (2020). (Vol. 2542) 193–197.
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Eine neue Methode zur Lösung des Höhenproblems in der Deflektometrie in Deutsche Gesellschaft für angewandte Optik e.V. (2019).
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Efficient Passive ICS Device Discovery and Identification by MAC Address Correlation. in Computing Research Repository CoRR (2019). abs/1904.04271
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How E-Learning can Faciliate Information Security Awareness. in Learning and Collaboration Technologies (2019).
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Signed Distance Based Reconstruction for Exploration and Change Detection in Underground Mining Disaster Prevention. in SSRR (2019). 1–2.
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Investigating the Added Value of Combining Regression Results from Different Window Lengths. in AIKE (2019). 128–135.
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Towards Human-readable Smart Contracts. in IEEE ICBC (2019). 38–42.
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Informationssicherheit und Datenschutz an Hochschulen organisieren in Angewandte Forschung in der Wirtschaftsinformatik (2019).
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Measuring the Impact of E-Learning Platforms on Information Security Awareness. in HCI (25), Lecture Notes in Computer Science, P. Zaphiris, A. Ioannou (eds.) (2019). (Vol. 11590) 26–37.
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Level Graph - Incremental Procedural Generation of Indoor Levels using Minimum Spanning Trees. in CoG (2019). 1–7.
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A survey of network-based intrusion detection data sets. In Computers and Security 86, 2019, 147-167, DOI: in Computers and Security (2019). (Vol. 86) 147–167.
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What Today’s Serious Cyber Attacks on Cars Tell Us: Consequences for Automotive Security and Dependability. in IMBSA, Lecture Notes in Computer Science, Y. Papadopoulos, K. Aslansefat, P. Katsaros, M. Bozzano (eds.) (2019). (Vol. 11842) 270–285.
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UnCle SAM : Modeling Cloud Attacks with the Automotive Security Abstraction Model. In CLOUD COMPUTING 2019 in CLOUD COMPUTING 2019, The Tenth International Conference on Cloud Computing, GRIDs, and Virtualization, At Venice, Italy (2019).
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LICSTER - A Low-cost ICS Security Testbed for Education and Research. in Computing Research Repository CoRR (2019). abs/1910.00303
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Network Scanning and Mapping for IIoT Edge Node Device Security. in Computing Research Repository CoRR (2019). abs/1910.07622
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{Signed Distance Based Reconstruction for Exploration and Change Detection in Underground Mining Disaster Prevention} in IEEE International Symposium on Safety, Security, and Rescue Robotics (SSRR ’19) (2019). 1–2.
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Testing, modeling and simulation of fans working with organic vapors in Proceedings of 13th European Conference on Turbomachinery Fluid dynamics & Thermodynamics, ETC2019-195 (2019).
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An Accurate Thermal Measurement Approach for Determining Fan Efficiencies Based on System Identification in ASME-JSME-KSME 2019 8th Joint Fluids Engineering Conference (2019).
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CFD-Simulation of Centrifugal Fan Performance Characteristics Using Ideal and Real Gas Models for Air and Organic Fluids in ASME-JSME-KSME 2019 8th Joint Fluids Engineering Conference (2019).
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Efficient Intrusion Detection on Low-Performance Industrial IoT Edge Node Devices. in Computing Research Repository CoRR (2019). abs/1908.03964
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Reduktion von Metallartefakten durch multipositionale Datenfusion in der industriellen Röntgen-Computertomographie in de Gruyter, tm-Technisches Messen (2019).
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Theoretical and Numerical Analysis of the Pressure Distribution and Discharge Velocity in Flows Under Inclined Sluice Gates in ASME-JSME_KSME 2019 8th Joint Fluids Engineering Conference (2019).
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A new method for solving the height problem in deflectometry in Proceedings Applied Optical Metrology III (2019). (Vol. 11102)
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A Secure Dual-MCU Architecture for Robust Communication of IIoT Devices in Mediterranean Conference on Embedded Computing (MECO); IEEE (2019).
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You Snooze, You Lose: Measuring PLC Cycle Times under Attacks. in WOOT @ USENIX Security Symposium, C. Rossow, Y. Younan (eds.) (2018).
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Vertrauen ist gut, Blockchain ist besser - Einsatzmöglichkeiten von Blockchain für Vertrauensprobleme im Crowdsourcing. in HMD Prax. der Wirtschaftsinformatik (2018). 55(6) 1155–1166.