TY - CHAP A1 - Schöler, Thorsten ED - Kovács, László T1 - KI auf Heimcomputern? T2 - Künstliche Intelligenz und menschliche Gesellschaft Y1 - 2023 SN - 9783111034492 U6 - https://doi.org/10.1515/9783111034706-005 N1 - Sammelband zur KI-Ringvorlesung 2022 an der Hochschule Augsburg SP - 57 EP - 73 PB - De Gruyter Oldenbourg CY - Berlin; München; Boston ER - TY - JOUR A1 - Uzun, Illia A1 - Lobachev, Mykhaylo A1 - Kharchenko, Vyacheslav A1 - Schöler, Thorsten A1 - Lobachev, Ivan T1 - Candlestick Pattern Recognition in Cryptocurrency Price Time-Series Data Using Rule-Based Data Analysis Methods JF - Computation KW - cryptocurrencies KW - candlesticks KW - recognition KW - data analysis KW - rule-based method Y1 - 2024 U6 - https://doi.org/10.3390/computation12070132 SN - 2079-3197 VL - 12 IS - 2024,7 ER - TY - JOUR A1 - Schöler, Thorsten A1 - Matzke, Gertraud T1 - Best Practice in Deutsch-Ukrainischen Projektarbeiten JF - Praci Odesʹkoho Politechničnoho Universytetu KW - Zusammenarbeit KW - Projekt Y1 - 2013 UR - http://irbis-nbuv.gov.ua/cgi-bin/irbis_nbuv/cgiirbis_64.exe?C21COM=2&I21DBN=UJRN&P21DBN=UJRN&IMAGE_FILE_DOWNLOAD=1&Image_file_name=PDF/Popu_2013_1_31.pdf SN - 2223-3814 IS - 2013,1 SP - 188 EP - 195 ER - TY - CHAP A1 - Schöler, Thorsten A1 - Ego, Christian A1 - Leimer, Johannes A1 - Lieback, Rico ED - Göhner, Peter T1 - Von Softwareagenten zu Cyber-Physical Systems: Technologien und Anwendungen T2 - Agentensysteme in der Automatisierungstechnik Y1 - 2013 SN - 978-3-642-31767-5 U6 - https://doi.org/10.1007/978-3-642-31768-2_8 SP - 129 EP - 149 PB - Springer CY - Berlin, Heidelberg ER - TY - JOUR A1 - Schöler, Thorsten A1 - Kögel, Lucas A1 - Pröll, Sebastian T1 - CPS/Data Science Approach for Smart Factory and Building Automation JF - Electrotechnic and Computer Systems KW - cyber-physical system KW - software agent system KW - production system Y1 - 2016 UR - https://eltecs.op.edu.ua/index.php/journal/article/view/738 SN - 2221-3937 IS - 2016,23(99) SP - 46 EP - 52 ER - TY - JOUR A1 - Vogel-Heuser, Birgit A1 - Schütz, Daniel A1 - Schöler, Thorsten A1 - Pröll, Sebastian A1 - Jeschke, Sabina A1 - Ewert, Daniel A1 - Niggemann, Oliver A1 - Windmann, Stefan A1 - Berger, Ulrich A1 - Lehmann, Christian T1 - Agentenbasierte cyber-physische Produktionssysteme BT - Anwendungen für die Industrie 4.0 JF - Atp-Edition KW - Industrie 4.0 KW - Vernetzung KW - Flexibilität Y1 - 2015 SN - 2190-4111 VL - 57 IS - 2015,9 SP - 36 EP - 45 ER - TY - JOUR A1 - Georganopoulos, Nikos A1 - Farnham, Tim A1 - Burgess, R. A1 - Schöler, Thorsten A1 - Sessler, J. A1 - Golubicic, Zoran T. A1 - Buljore, Soodesh T1 - Terminal-centric View of Software. Reconfigurable System Architecture and Enabling Components and Technologies JF - IEEE Communications Magazine Y1 - 2004 U6 - https://doi.org/10.1109/MCOM.2004.1299350 SN - 0163-6804 VL - 42 IS - 2004,5 SP - 100 EP - 110 ER - TY - THES A1 - Schöler, Thorsten T1 - A Framework for Organic, Reconfigurable Protocol Stack Software in Mobile Terminals KW - Mobiles Endgerät KW - organic computing KW - Protokollstapel KW - requirements engineering KW - Softwarearchitektur Y1 - 2006 SN - 978-3-8322-4949-6 PB - Shaker CY - Aachen ER - TY - JOUR A1 - Purish, Sergiy A1 - Schöler, Thorsten T1 - Models and Methods for Gait-Based Person Identification while Wearing Different Outfit JF - Electrotechnic and Computer Systems T2 - МОДЕЛІ ТА МЕТОДИ ІДЕНТИФІКАЦІЇ ЛЮДИНИ ЗА ХОДОЮ В РІЗНОМУ ОДЯЗ KW - surveillance systems KW - human identification KW - silhouette extraction KW - gait energy image KW - classification KW - local binary pattern KW - gait recognition Y1 - 2023 U6 - https://doi.org/10.15276/eltecs.38.114.2023.1 SN - 2221-3937 VL - 38 IS - 2023,4 SP - 6 EP - 14 ER - TY - CHAP A1 - Legat, Christoph A1 - Schöler, Thorsten A1 - Kottre, Andreas ED - Borangiu, Theodor T1 - Challenges and Requirements for Improving Overall Equipment Effectiveness with Intelligent Manufacturing Technology in Special Machinery Engineering T2 - Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future : Proceedings of SOHOMA 2023 KW - availability KW - failure cause identification KW - intelligent manufacturing KW - modularity KW - OEE KW - special machinery Y1 - 2024 SN - 978-3-031-53444-7 U6 - https://doi.org/10.1007/978-3-031-53445-4_27 SP - 321 EP - 332 PB - Springer CY - Cham ER - TY - CHAP A1 - Gisi, Markus A1 - Schöler, Thorsten A1 - Legat, Christoph T1 - Automatic Identification of Requirements from Specification in Special Machinery Engineering: A Human-in-the-Loop Classification Approach T2 - 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA) KW - requirement engineering KW - machine learning KW - natural language processing Y1 - 2023 SN - 979-8-3503-3991-8 U6 - https://doi.org/10.1109/ETFA54631.2023.10275687 SN - 1946-0759 PB - IEEE ER - TY - CHAP A1 - Hodovychenko, Mykola A1 - Antoshchuk, Svitlana A1 - Lobachev, Ivan A1 - Schöler, Thorsten A1 - Lobachev, Mykhaylo ED - Babichev, Sergii ED - Lytvynenko, Volodymyr T1 - Approaches and Techniques to Improve Machine Learning Performance in Distributed Transducer Networks T2 - Lecture Notes in Data Engineering, Computational Intelligence, and Decision Making : International Scientific Conference "Intellectual Systems of Decision-Making and Problems of Computational Intelligence" (ISDMCI 2022) KW - transducer networks KW - Internet of Things KW - machine learning KW - neural network compression KW - multisensory data Y1 - 2022 SN - 978-3-031-16202-2 U6 - https://doi.org/10.1007/978-3-031-16203-9_29 SN - 2367-4512 SP - 511 EP - 524 PB - Springer CY - Cham ER - TY - CHAP A1 - Schöler, Thorsten A1 - Pröll, Sebastian A1 - Britvin, M. A1 - Walkiw, H. L. T1 - Towards an Agent-Based Condition Monitoring System for Rolling Stock T2 - Proceedings of the Sixth International Scientific and Practical Conference "Contribution of transport to the national economic security development" T2 - ВКЛАД ТРАНСПОРТА В НАЦИОНАЛЬНУЮ ЭКОНОМИЧЕСКУЮ БЕЗОПАСНОСТЬ Труды VI Международной научно-практической конференции KW - digital twin KW - internet of things KW - predictive maintenance Y1 - 2021 UR - https://elibrary.ru/item.asp?id=47634669 SP - 217 EP - 223 ER - TY - CHAP A1 - Mittel, Dominik A1 - Pröll, Sebastian A1 - Kerber, Florian A1 - Schöler, Thorsten T1 - Mel Spectrogram Analysis for Punching Machine Operating State Classification with CNNs T2 - 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021) KW - schedules KW - sensitivity KW - punching KW - transfer learning KW - sensor systems KW - real-time systems Y1 - 2021 SN - 978-1-7281-2989-1 U6 - https://doi.org/10.1109/ETFA45728.2021.9613330 ER - TY - CHAP A1 - Kögel, Lucas A1 - Schöler, Thorsten ED - Mottok, Jürgen ED - Reichenberger, Marcus ED - Stolle, Reinhard T1 - Cyber-Physical Systems for Smart Buildings T2 - Applied Research Conference 2016 KW - Complex Event Processing (CEP) KW - Cyber-Physical System (CPS) KW - smart building KW - software agent Y1 - 2016 SN - 9783864604942 SP - 611 EP - 618 PB - Pro BUSINESS GmbH CY - Berlin ER - TY - CHAP A1 - Bauer, Martin A1 - Schöler, Thorsten A1 - Kögel, Lucas A1 - Schweinfest, Mario T1 - Agentenbasierte Steuerung von thermischer Simulation in Echtzeit T2 - Proceedings of BauSim Conference 2016: 6th Conference of IBPSA-Germany and Austria / Conference Proceedings of Central European Symposium on Building Physics CESBP 2016 KW - thermische Simulation KW - NextCyPhREE Y1 - 2016 UR - https://publications.ibpsa.org/conference/paper/?id=bausim2016_D-07-3 SN - 978-3-8167-9798-2 SP - 513 EP - 520 PB - Fraunhofer IRB ER - TY - CHAP A1 - Falk, Alexander A1 - Hipp, Thomas A1 - Scholze, Tobias A1 - Wagner, Felix A1 - Schöler, Thorsten A1 - Krupp, Michael T1 - Das dynamische Mindesthaltbarkeitsdatum - Auf dem Weg zu einer Echtzeitereignisverarbeitung in der Lebensmittellogistik T2 - P216 - BTW2013 - Datenbanksysteme für Business, Technologie und Web – Workshopband Y1 - 2013 UR - https://dl.gi.de/items/66bf935f-ae02-4e94-ac07-d7b1a52768ee SP - 43 EP - 52 ER - TY - CHAP A1 - Ego, Christian A1 - Schöler, Thorsten A1 - Zoch, Aaron A1 - Weichenmacher, Florian T1 - An agent-based prototype for Cyber-Physical traffic contrpl T2 - Applied Research Conference 2013, ARC 2013 Y1 - 2013 SN - 9783844022742 SP - 113 EP - 113 PB - Shaker CY - Aachen ER - TY - CHAP A1 - Seitz, Christian A1 - Lamparter, Steffen A1 - Schöler, Thorsten A1 - Pirker, Michael T1 - Embedded Rule-based Reasoning for Digital Product Memories Y1 - 2010 UR - https://cdn.aaai.org/ocs/1118/1118-5932-1-PB.pdf SP - 98 EP - 103 ER - TY - CHAP A1 - Schöler, Thorsten A1 - Seitz, Christian A1 - Neidig, Jörg T1 - An Agent-based Sensor Middleware for generating and interpreting Digital Product Memories T2 - Proceedings of the Eight International Conference on Autonomous Agents and Multiagent Systems Y1 - 2009 UR - https://www.ifaamas.org/Proceedings/aamas2009/pdf/03_Industrial_Track/13_74_it.pdf SP - 61 EP - 68 ER - TY - CHAP A1 - Anantavrasilp, Isara A1 - Schöler, Thorsten T1 - Providing Quality-of-Service Support to Legacy Applications Using Machine Learning T2 - Proceedings of the IADIS International Telecommunications, Networks and Systems 2007 KW - quality-of-service KW - legacy applications KW - network KW - data mining KW - machine learning Y1 - 2007 UR - https://www.iadisportal.org/digital-library/providing-quality-of-service-support-to-legacy-applications-using-machine-learning SN - 978-972-8924-40-9 SP - 75 EP - 83 ER - 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 - TY - CHAP A1 - Schöler, Thorsten A1 - Pröll, Sebastian A1 - Kögel, Lucas A1 - Hanka, Thomas ED - Vogel-Heuser, Birgit T1 - Software-Agenten zur Integration von Prozessen in der Fertigungs- und Gebäudeautomatisierung T2 - Softwareagenten in der Industrie 4.0 KW - Automatisierungssystem KW - Industrie 4.0 KW - Mehragentensystem KW - Anwendungssoftware KW - Softwareplattform Y1 - 2018 SN - 9783110524451 SN - 9783110527056 U6 - https://doi.org/10.1515/9783110527056 SP - 67 EP - 88 PB - De Gruyter CY - Oldenbourg ER - TY - CHAP A1 - Schöler, Thorsten ED - Höltgen, Stefan T1 - Teil I: Informatik T2 - Medientechnisches Wissen, Band 2: Informatik, Programmieren, Kybernetik KW - Medienwissenschaft KW - Theoretische Informatik KW - Medieninformatik KW - Programmiersprache KW - Kybernetik zweiter Ordnung Y1 - 2018 SN - 978-3-11-049624-6 U6 - https://doi.org/10.1515/9783110496253 SP - 7 EP - 130 PB - De Gruyter Oldenbourg CY - Berlin ER - TY - CHAP A1 - Kadatskyi, M. A1 - Schöler, Thorsten T1 - Using Gaussian Naive Bayes for Prediction of Car Directions in Autonomous Driving T2 - VI. International Scientific and Technical Conference "Information Culture Technology" (ICT 2018) Y1 - 2018 ER - TY - CHAP A1 - Schöler, Thorsten T1 - Selecting Artificial Neural Networks for Autonomous Driving T2 - VI. International Scientific and Technical Conference "Information Culture Technology" (ICT 2018) KW - autonomous driving Y1 - 2018 ER - TY - JOUR A1 - Baranov, Leonid A1 - Schöler, Thorsten A1 - Goldenberg, Vladimir A1 - Maximov, Vladislav T1 - Automatische und energieoptimale Zugsteuerung BT - Optimierung des Traktionsenergieverbrauches insbesondere für die Schienenfahrzeuge der U-Bahn JF - EI - Der Eisenbahningenieur: Internationale Fachzeitschrift für Schienenverkehr & Technik KW - Traktion KW - Schiene KW - U-Bahn KW - Optimierung KW - Fördertechnik KW - Verkehr Y1 - 2018 UR - https://www.wiso-net.de/document/EI__a76758b6703c9cbc268ebc6a634040c88f1f889e SN - 0013-2810 VL - 2018 IS - 2018,11 SP - 20 EP - 25 ER - TY - JOUR A1 - Meitz, Lukas A1 - Senge, Julia A1 - Wagenhals, Tim A1 - Schöler, Thorsten A1 - Hähner, Jörg A1 - Edinger, Janick A1 - Krupitzer, Christian T1 - A Literature Review Framework and Open Research Challenges for Predictive Maintenance in Industry 4.0 JF - Computers & Industrial Engineering KW - machine learning KW - predictive maintenance KW - Industry 4.0 KW - Industrial IoT KW - forecasting KW - anomaly detection Y1 - 2025 U6 - https://doi.org/10.1016/j.cie.2025.111193 SN - 0360-8352 VL - 206 PB - Elsevier BV ER - TY - JOUR A1 - Gisi, Markus A1 - Schöler, Thorsten A1 - Legat, Christoph T1 - Comparative Analysis of Traditional and Transformer-Based Models in Multi-label Classification of Industrial Requirements JF - IFAC-PapersOnLine KW - machine learning KW - information systems KW - computational intelligence Y1 - 2025 U6 - https://doi.org/10.1016/j.ifacol.2025.11.872 SN - 2405-8963 VL - 59 IS - 2025,24 SP - 245 EP - 250 PB - Elsevier BV ER - TY - INPR A1 - Legat, Christoph A1 - Schöler, Thorsten A1 - Kottre, Andreas T1 - Impediments and Requirements for ICT Technology Adoption in Special Machinery Engineering and Its Impact on Sustainability KW - study KW - technology adoption KW - special machinery KW - sustainability KW - ICT KW - OEE Y1 - 2023 U6 - https://doi.org/10.20944/preprints202312.2229.v1 ER - TY - CHAP A1 - Kottre, Andreas A1 - Schöler, Thorsten A1 - Legat, Christoph T1 - Applying Engineering Knowledge in Alarm Flood Reduction to Reduce Machine Downtime T2 - IFAC-PapersOnLine KW - smart maintenance KW - pattern analysis KW - decision making KW - computational intelligence KW - intelligent manufacturing KW - smart factory Y1 - 2022 U6 - https://doi.org/10.1016/j.ifacol.2022.04.169 SN - 2405-8963 VL - 55 IS - 2022,2 SP - 54 EP - 59 ER -