TY - CHAP A1 - Anantavrasilp, Isara A1 - Schöler, Thorsten T1 - Automatic flow classification using machine learning T2 - Proceediengs of the 15th International Conference on Software, Telecommunications and Computer Networks Y1 - 2007 U6 - https://doi.org/10.1109/SOFTCOM.2007.4446129 ER - TY - CHAP A1 - Schöler, Thorsten A1 - Müller-Schloer, Christian ED - Beigl, Michael T1 - An Observer/Controller Architecture for Adaptive Reconfigurable Stacks T2 - Systems Aspects in Organic and Pervasive Computing - ARCS 2005 Y1 - 2005 SN - 978-3-540-25273-3 U6 - https://doi.org/10.1007/978-3-540-31967-2_10 SP - 139 EP - 153 PB - Springer CY - Berlin, Heidelberg ER - TY - CHAP A1 - Schöler, Thorsten A1 - Müller-Schloer, Christian T1 - First Steps towards Organic Computing Systems – Monitoring an Adaptive Protocol Stack with a Fuzzy Classifier System T2 - CF '05: Proceedings of the 2nd conference on Computing frontiers KW - fuzzy learning classifier system KW - agents KW - protocol stack KW - monitoring Y1 - 2005 SN - 978-1-59593-019-4 U6 - https://doi.org/10.1145/1062261.1062265 SP - 10 EP - 20 ER - TY - CHAP A1 - Schöler, Thorsten A1 - Mnif, Moez A1 - Kossovoi, Vladimir A1 - Müller-Schloer, Christian T1 - Towards an Organic Mobile Terminal by Utilising Agent-based Monitoring in a Reconfigurable Protocol Stack T2 - Informatik verbindet T2 - GI-Edition : lecture notes in informatics. Proceedings Y1 - 2004 UR - https://dl.gi.de/items/b72aecad-419d-42c5-bc0d-06d6ad3eec57 SN - 978-3-88579-380-9 SN - 1617-5468 IS - Bd. 2 SP - 651 EP - 655 ER - TY - CHAP A1 - Schöler, Thorsten A1 - Müller-Schloer, Christian T1 - Design, Implementation and Validation of a Generic and Reconfigurable Protocol Stack Framework for Mobile Terminals T2 - Proceedings of the 24th International Conference on Distributed Computing Systems Workshops (ICDCSW’04) Y1 - 2004 SN - 0-7695-2087-1 U6 - https://doi.org/10.1109/ICDCSW.2004.1284055 ER - TY - JOUR A1 - Holzapfel, Korbinian A1 - Schöler, Thorsten A1 - Naumann, Markus A1 - De Rijke, Lisa T1 - Maschinelles Lernen zur Detektion pathologischer Spontanaktivität in der Elektromyografie anhand von Audiosignalen JF - Klinische Neurophysiologie T2 - Machine Learning for Detection of Pathological Spontaneous Activity in Electromyography based on Audio Signals KW - tiefes neuronales Netzwerk KW - Elektromyografie KW - positive scharfe Wellen KW - Fibrillationen Y1 - 2025 U6 - https://doi.org/10.1055/a-2549-6216 SN - 1434-0275 VL - 56 IS - 2025,2 SP - 72 EP - 79 PB - Georg Thieme Verlag KG CY - Stuttgart ER - TY - CHAP A1 - Meitz, Lukas A1 - Heider, Michael A1 - Schöler, Thorsten A1 - Hähner, Jörg T1 - A Taxonomy for Complexity Estimation of Machine Data in Machine Health Applications T2 - Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics KW - product automation systems KW - predictive maintenance KW - condition monitoring KW - complexity KW - taxonomy Y1 - 2024 UR - https://www.scitepress.org/publishedPapers/2024/129949/pdf/index.html SN - 978-989-758-717-7 U6 - https://doi.org/10.5220/0012994900003822 SN - 2184-2809 N1 - Beitrag: 21st International Conference on Informatics in Control, Automation and Robotics (ICINCO 2024), Porto, Portugal, 18.11.2024 - 20.11.2024 VL - 1 SP - 341 EP - 350 PB - SCITEPRESS - Science and Technology Publications ER - TY - CHAP A1 - Kottre, Andreas A1 - Schöler, Thorsten A1 - Legat, Christoph T1 - Leveraging Semantic-based Root Cause Analysis with Alarm Flood Reduction T2 - IFAC-PapersOnLine KW - cyber-physical production systems KW - intelligent maintenance systems KW - alarm analysis KW - knowledge-based control KW - Industry 4.0 KW - intelligent manufacturing systems Y1 - 2023 U6 - https://doi.org/10.1016/j.ifacol.2023.10.031 SN - 2405-8963 VL - 56 IS - 2023,2 SP - 8585 EP - 8590 ER - TY - CHAP A1 - Farnham, Tim A1 - Schöler, Thorsten T1 - Flexible Protocol Stack Framework: Design, Validation and Performance T2 - Proceedings of 2003 Software Defined Radio Technical Conference and Product Exposition Y1 - 2003 UR - https://www.wirelessinnovation.org/assets/Proceedings/2003/2003-sy3-001-farnham.pdf ER - TY - JOUR A1 - Holzapfel, Korbinian A1 - Schöler, Thorsten A1 - Dechent, Raphael A1 - Naumann, Markus A1 - Allweyer, Martin A1 - Eisenacher, Tobias T1 - Automatisierte Lokalisation von Armnerven im Ultraschall durch Künstliche Intelligenz mit tiefen neuronalen Netzwerken JF - Klinische Neurophysiologie KW - tiefes Neuronales Netzwerk KW - Nervensonografie KW - Künstliche Intelligenz Y1 - 2025 U6 - https://doi.org/10.1055/a-2573-0858 SN - 1434-0275 VL - 56 IS - 2025,2 SP - 63 EP - 71 PB - Georg Thieme Verlag KG ER - TY - JOUR A1 - Bannout, Angelo Valentino A1 - Holzapfel, Korbinian A1 - Schöler, Thorsten A1 - Bayas, Antonios A1 - Naumann, Markus A1 - Joachim, Daniel T1 - Affekterkennung auf Basis von EEG-Signalen unter Verwendung künstlicher neuronaler Netze JF - Klinische Neurophysiologie T2 - Affective Computing Based on EEG Signals Using Neural Network KW - EEG KW - Affekterkennung KW - Neuronale Netzwerke Y1 - 2025 U6 - https://doi.org/10.1055/a-2517-1205 SN - 1434-0275 VL - 56 IS - 2025,2 SP - 80 EP - 86 PB - Georg Thieme Verlag KG CY - Stuttgart ER - TY - JOUR A1 - Scholz, Jürgen A1 - Schöler, Thorsten A1 - Sokolov, Yuri I. A1 - Kotsoeva, V. S. A1 - Elkina, Anna A. T1 - Technologija Blockchain. Principy raboty i perspektivy primenenija // Технология Blockchain. Принципы работы и перспективы применения JF - ЭТАП: Экономическая Теория, Анализ, Практика // ETAP: Ekonomicheskaya Teoriya, Analiz, Praktika // [Economic Theory, Analysis and Practice] T2 - Blockchain Technology. Priciples of Operation and Application Prospects KW - technology KW - Blockchain KW - transactions KW - decentralization KW - liquidity KW - possible Blockchain applications KW - data exchange Y1 - 2017 UR - http://etap.instet.ru/images/etap/Etap_06_2017_A_EN.pdf SN - 2071-6435 IS - 2017,6 SP - 67 EP - 76 PB - Institut Ėffektivnych Technologij CY - Moskau ER - TY - RPRT A1 - Goldenberg, Vladimir A1 - Lobachev, Mykhaylo A1 - Schöler, Thorsten T1 - Actual Aspects of Implementation and of AI in University Research and Teaching Process BT - Experience of Odessa Polytechnic National University (OPNU) and Technische Hochschule Augsburg (THA) KW - Künstliche Intelligenz KW - Robotik KW - Universitäten KW - Internationalität KW - Kooperation Y1 - 2024 U6 - https://doi.org/10.60524/opus-1976 ER - TY - CHAP A1 - Meitz, Lukas A1 - Heider, Michael A1 - Schöler, Thorsten A1 - Hähner, Jörg ED - Gusikhin, Oleg ED - Hammoudi, Slimane ED - Cuzzocrea, Alfredo T1 - On Data-Preprocessing for Effective Predictive Maintenance on Multi-Purpose Machines T2 - Proceedings of the 12th International Conference on Data Science, Technology and Applications (DATA 2023) N2 - Maintenance of complex machinery is time and resource intensive. Therefore, decreasing maintenance cycles by employing Predictive Maintenance (PdM) is sought after by many manufacturers of machines and can be a valuable selling point. However, currently PdM is a hard to solve problem getting increasingly harder with the complexity of the maintained system. One challenge is to adequately prepare data for model training and analysis. In this paper, we propose the use of expert knowledge–based preprocessing techniques to extend the standard data science–workflow. We define complex multi-purpose machinery as an pplication domain and test our proposed techniques on real-world data generated by numerous achines deployed in the wild. We find that our techniques enable and enhance model training. KW - predictive maintenance KW - data preprocessing KW - multi-purpose machines Y1 - 2023 SN - 978-989-758-664-4 U6 - https://doi.org/10.5220/0012146700003541 SN - 2184-285X SP - 606 EP - 612 PB - SciTePress ER - TY - JOUR A1 - Oğuz, Faruk Enes A1 - Alkan, Ahmet A1 - Schöler, Thorsten T1 - Emotion Detection from ECG Signals with Different Learning Algorithms and Automated Feature Engineering JF - Signal, Image and Video Processing KW - emotion detection KW - machine learning KW - deep learning KW - ECG KW - BiLSTM Y1 - 2023 U6 - https://doi.org/10.1007/s11760-023-02606-y SN - 1863-1711 ER - TY - JOUR A1 - Ostgathe, Martin A1 - Zäh, Michael F. A1 - Grimmert, Philipp A1 - Schöler, Thorsten T1 - Wissensbasiertes Störungsmanagement in Produktionsabläufen JF - Zeitschrift für wirtschaftlichen Fabrikbetrieb (ZWF) Y1 - 2011 UR - https://www.wiso-net.de/document/ZWF__a7040ff5c576f80b2bc099ecfd844a834f47c543 U6 - https://doi.org/10.3139/104.110660 VL - 106 IS - 11 SP - 838 EP - 843 ER - TY - CHAP A1 - Schöler, Thorsten A1 - Pröll, Sebastian T1 - Transparency in Industrial Processes T2 - Proceedings of the 4th International Scientific and Practical Conference "Contribution of Transport to the National Economic Security Development" T2 - ВКЛАД ТРАНСПОРТА В НАЦИОНАЛЬНУЮ ЭКОНОМИЧЕСКУЮ БЕЗОПАСНОСТЬ KW - manufacturing KW - services KW - data monitoring KW - data analytics KW - data science Y1 - 2019 UR - https://elibrary.ru/item.asp?id=41881190 SN - 978-5-7876-0372-9 SP - 45 EP - 50 ER - TY - RPRT A1 - Fay, Alexander A1 - Gehlhoff, Felix A1 - Seitz, Matthias A1 - Vogel-Heuser, Birgit A1 - Baumgärtel, Hartwick A1 - Diedrich, Christian A1 - Lüder, Arndt A1 - Schöler, Thorsten A1 - Sutschet, Gerhard A1 - Verbeet, Gerhard ED - VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik, T1 - Agenten zur Realisierung von Industrie 4.0 (VDI Statusreport Juli 2019) T2 - Agents for the realisation of Industrie 4.0 KW - Industrie 4.0 KW - Digitalisierung KW - Digitale Transformation Y1 - 2019 UR - https://www.vdi.de/ueber-uns/presse/publikationen/details/agenten-zur-realisierung-von-industrie-40 ER - TY - CHAP A1 - Schöler, Thorsten A1 - Behrens, Leonie A1 - Pupeter, Jan A1 - Staber, Marcel T1 - Beyond Blockchain - The Next Generation Blockchains T2 - Proceedings of the Third International Scientific and Practical Conference "Contribution of Transport to the National Economic Security Development" T2 - ВКЛАД ТРАНСПОРТА В НАЦИОНАЛЬНУЮ ЭКОНОМИЧЕСКУЮ БЕЗОПАСНОСТЬ Труды III Международной научно-практической конференции KW - blockchain KW - digital identity KW - IOTA Y1 - 2018 UR - https://elibrary.ru/item.asp?id=37052707 SP - 25 EP - 29 ER - TY - CHAP A1 - Schöler, Thorsten T1 - Integrated Approach For Autonomously Driving Model Cars T2 - Proceedings of the Eighth International Scientific Conference "Modern Information Technology" (MIT 2018) Y1 - 2018 UR - https://drive.google.com/file/d/1M_Ycw93GuLZBA9-20iiUogLHKPDhkGm-/view SN - 978-617-7046-50-8 SP - 214 EP - 215 ER -