@incollection{Schoeler, author = {Sch{\"o}ler, Thorsten}, title = {KI auf Heimcomputern?}, series = {K{\"u}nstliche Intelligenz und menschliche Gesellschaft}, booktitle = {K{\"u}nstliche Intelligenz und menschliche Gesellschaft}, editor = {Kov{\´a}cs, L{\´a}szl{\´o}}, publisher = {De Gruyter Oldenbourg}, address = {Berlin; M{\"u}nchen; Boston}, isbn = {9783111034492}, doi = {10.1515/9783111034706-005}, pages = {57 -- 73}, language = {de} } @article{UzunLobachevKharchenkoetal., author = {Uzun, Illia and Lobachev, Mykhaylo and Kharchenko, Vyacheslav and Sch{\"o}ler, Thorsten and Lobachev, Ivan}, title = {Candlestick Pattern Recognition in Cryptocurrency Price Time-Series Data Using Rule-Based Data Analysis Methods}, series = {Computation}, volume = {12}, journal = {Computation}, number = {2024,7}, issn = {2079-3197}, doi = {10.3390/computation12070132}, pages = {22}, language = {en} } @article{SchoelerMatzke, author = {Sch{\"o}ler, Thorsten and Matzke, Gertraud}, title = {Best Practice in Deutsch-Ukrainischen Projektarbeiten}, series = {Praci Odesʹkoho Politechničnoho Universytetu}, journal = {Praci Odesʹkoho Politechničnoho Universytetu}, number = {2013,1}, issn = {2223-3814}, pages = {188 -- 195}, language = {de} } @incollection{SchoelerEgoLeimeretal., author = {Sch{\"o}ler, Thorsten and Ego, Christian and Leimer, Johannes and Lieback, Rico}, title = {Von Softwareagenten zu Cyber-Physical Systems: Technologien und Anwendungen}, series = {Agentensysteme in der Automatisierungstechnik}, booktitle = {Agentensysteme in der Automatisierungstechnik}, editor = {G{\"o}hner, Peter}, publisher = {Springer}, address = {Berlin, Heidelberg}, isbn = {978-3-642-31767-5}, doi = {10.1007/978-3-642-31768-2_8}, pages = {129 -- 149}, language = {de} } @article{SchoelerKoegelProell, author = {Sch{\"o}ler, Thorsten and K{\"o}gel, Lucas and Pr{\"o}ll, Sebastian}, title = {CPS/Data Science Approach for Smart Factory and Building Automation}, series = {Electrotechnic and Computer Systems}, journal = {Electrotechnic and Computer Systems}, number = {2016,23(99)}, issn = {2221-3937}, pages = {46 -- 52}, language = {en} } @article{VogelHeuserSchuetzSchoeleretal., author = {Vogel-Heuser, Birgit and Sch{\"u}tz, Daniel and Sch{\"o}ler, Thorsten and Pr{\"o}ll, Sebastian and Jeschke, Sabina and Ewert, Daniel and Niggemann, Oliver and Windmann, Stefan and Berger, Ulrich and Lehmann, Christian}, title = {Agentenbasierte cyber-physische Produktionssysteme}, series = {Atp-Edition}, volume = {57}, journal = {Atp-Edition}, number = {2015,9}, issn = {2190-4111}, pages = {36 -- 45}, language = {de} } @article{GeorganopoulosFarnhamBurgessetal., author = {Georganopoulos, Nikos and Farnham, Tim and Burgess, R. and Sch{\"o}ler, Thorsten and Sessler, J. and Golubicic, Zoran T. and Buljore, Soodesh}, title = {Terminal-centric View of Software. Reconfigurable System Architecture and Enabling Components and Technologies}, series = {IEEE Communications Magazine}, volume = {42}, journal = {IEEE Communications Magazine}, number = {2004,5}, issn = {0163-6804}, doi = {10.1109/MCOM.2004.1299350}, pages = {100 -- 110}, language = {en} } @phdthesis{Schoeler, author = {Sch{\"o}ler, Thorsten}, title = {A Framework for Organic, Reconfigurable Protocol Stack Software in Mobile Terminals}, publisher = {Shaker}, address = {Aachen}, isbn = {978-3-8322-4949-6}, subject = {Mobiles Endger{\"a}t}, language = {en} } @article{PurishSchoeler, author = {Purish, Sergiy and Sch{\"o}ler, Thorsten}, title = {Models and Methods for Gait-Based Person Identification while Wearing Different Outfit}, series = {Electrotechnic and Computer Systems}, volume = {38}, journal = {Electrotechnic and Computer Systems}, number = {2023,4}, issn = {2221-3937}, doi = {10.15276/eltecs.38.114.2023.1}, pages = {6 -- 14}, language = {en} } @inproceedings{LegatSchoelerKottre, author = {Legat, Christoph and Sch{\"o}ler, Thorsten and Kottre, Andreas}, title = {Challenges and Requirements for Improving Overall Equipment Effectiveness with Intelligent Manufacturing Technology in Special Machinery Engineering}, series = {Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future : Proceedings of SOHOMA 2023}, booktitle = {Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future : Proceedings of SOHOMA 2023}, editor = {Borangiu, Theodor}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-53444-7}, doi = {10.1007/978-3-031-53445-4_27}, pages = {321 -- 332}, language = {en} } @inproceedings{GisiSchoelerLegat, author = {Gisi, Markus and Sch{\"o}ler, Thorsten and Legat, Christoph}, title = {Automatic Identification of Requirements from Specification in Special Machinery Engineering: A Human-in-the-Loop Classification Approach}, series = {2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA)}, booktitle = {2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher = {IEEE}, isbn = {979-8-3503-3991-8}, issn = {1946-0759}, doi = {10.1109/ETFA54631.2023.10275687}, language = {en} } @inproceedings{HodovychenkoAntoshchukLobachevetal., author = {Hodovychenko, Mykola and Antoshchuk, Svitlana and Lobachev, Ivan and Sch{\"o}ler, Thorsten and Lobachev, Mykhaylo}, title = {Approaches and Techniques to Improve Machine Learning Performance in Distributed Transducer Networks}, series = {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)}, booktitle = {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)}, editor = {Babichev, Sergii and Lytvynenko, Volodymyr}, publisher = {Springer}, address = {Cham}, isbn = {978-3-031-16202-2}, issn = {2367-4512}, doi = {10.1007/978-3-031-16203-9_29}, pages = {511 -- 524}, language = {en} } @inproceedings{SchoelerProellBritvinetal., author = {Sch{\"o}ler, Thorsten and Pr{\"o}ll, Sebastian and Britvin, M. and Walkiw, H. L.}, title = {Towards an Agent-Based Condition Monitoring System for Rolling Stock}, series = {Proceedings of the Sixth International Scientific and Practical Conference "Contribution of transport to the national economic security development"}, booktitle = {Proceedings of the Sixth International Scientific and Practical Conference "Contribution of transport to the national economic security development"}, pages = {217 -- 223}, language = {en} } @inproceedings{MittelProellKerberetal., author = {Mittel, Dominik and Pr{\"o}ll, Sebastian and Kerber, Florian and Sch{\"o}ler, Thorsten}, title = {Mel Spectrogram Analysis for Punching Machine Operating State Classification with CNNs}, series = {26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021)}, booktitle = {26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021)}, isbn = {978-1-7281-2989-1}, doi = {10.1109/ETFA45728.2021.9613330}, language = {en} } @inproceedings{KoegelSchoeler, author = {K{\"o}gel, Lucas and Sch{\"o}ler, Thorsten}, title = {Cyber-Physical Systems for Smart Buildings}, series = {Applied Research Conference 2016}, booktitle = {Applied Research Conference 2016}, editor = {Mottok, J{\"u}rgen and Reichenberger, Marcus and Stolle, Reinhard}, publisher = {Pro BUSINESS GmbH}, address = {Berlin}, isbn = {9783864604942}, pages = {611 -- 618}, language = {en} } @inproceedings{BauerSchoelerKoegeletal., author = {Bauer, Martin and Sch{\"o}ler, Thorsten and K{\"o}gel, Lucas and Schweinfest, Mario}, title = {Agentenbasierte Steuerung von thermischer Simulation in Echtzeit}, series = {Proceedings of BauSim Conference 2016: 6th Conference of IBPSA-Germany and Austria / Conference Proceedings of Central European Symposium on Building Physics CESBP 2016}, booktitle = {Proceedings of BauSim Conference 2016: 6th Conference of IBPSA-Germany and Austria / Conference Proceedings of Central European Symposium on Building Physics CESBP 2016}, publisher = {Fraunhofer IRB}, isbn = {978-3-8167-9798-2}, pages = {513 -- 520}, language = {de} } @inproceedings{FalkHippScholzeetal., author = {Falk, Alexander and Hipp, Thomas and Scholze, Tobias and Wagner, Felix and Sch{\"o}ler, Thorsten and Krupp, Michael}, title = {Das dynamische Mindesthaltbarkeitsdatum - Auf dem Weg zu einer Echtzeitereignisverarbeitung in der Lebensmittellogistik}, series = {P216 - BTW2013 - Datenbanksysteme f{\"u}r Business, Technologie und Web - Workshopband}, booktitle = {P216 - BTW2013 - Datenbanksysteme f{\"u}r Business, Technologie und Web - Workshopband}, pages = {43 -- 52}, language = {de} } @inproceedings{EgoSchoelerZochetal., author = {Ego, Christian and Sch{\"o}ler, Thorsten and Zoch, Aaron and Weichenmacher, Florian}, title = {An agent-based prototype for Cyber-Physical traffic contrpl}, series = {Applied Research Conference 2013, ARC 2013}, booktitle = {Applied Research Conference 2013, ARC 2013}, publisher = {Shaker}, address = {Aachen}, isbn = {9783844022742}, pages = {113 -- 113}, language = {en} } @inproceedings{SeitzLamparterSchoeleretal., author = {Seitz, Christian and Lamparter, Steffen and Sch{\"o}ler, Thorsten and Pirker, Michael}, title = {Embedded Rule-based Reasoning for Digital Product Memories}, pages = {98 -- 103}, language = {en} } @inproceedings{SchoelerSeitzNeidig, author = {Sch{\"o}ler, Thorsten and Seitz, Christian and Neidig, J{\"o}rg}, title = {An Agent-based Sensor Middleware for generating and interpreting Digital Product Memories}, series = {Proceedings of the Eight International Conference on Autonomous Agents and Multiagent Systems}, booktitle = {Proceedings of the Eight International Conference on Autonomous Agents and Multiagent Systems}, pages = {61 -- 68}, language = {en} } @inproceedings{AnantavrasilpSchoeler, author = {Anantavrasilp, Isara and Sch{\"o}ler, Thorsten}, title = {Providing Quality-of-Service Support to Legacy Applications Using Machine Learning}, series = {Proceedings of the IADIS International Telecommunications, Networks and Systems 2007}, booktitle = {Proceedings of the IADIS International Telecommunications, Networks and Systems 2007}, isbn = {978-972-8924-40-9}, pages = {75 -- 83}, language = {en} } @inproceedings{AnantavrasilpSchoeler, author = {Anantavrasilp, Isara and Sch{\"o}ler, Thorsten}, title = {Automatic flow classification using machine learning}, series = {Proceediengs of the 15th International Conference on Software, Telecommunications and Computer Networks}, booktitle = {Proceediengs of the 15th International Conference on Software, Telecommunications and Computer Networks}, doi = {10.1109/SOFTCOM.2007.4446129}, pages = {6}, language = {en} } @inproceedings{SchoelerMuellerSchloer, author = {Sch{\"o}ler, Thorsten and M{\"u}ller-Schloer, Christian}, title = {An Observer/Controller Architecture for Adaptive Reconfigurable Stacks}, series = {Systems Aspects in Organic and Pervasive Computing - ARCS 2005}, booktitle = {Systems Aspects in Organic and Pervasive Computing - ARCS 2005}, editor = {Beigl, Michael}, publisher = {Springer}, address = {Berlin, Heidelberg}, isbn = {978-3-540-25273-3}, doi = {10.1007/978-3-540-31967-2_10}, pages = {139 -- 153}, language = {en} } @inproceedings{SchoelerMuellerSchloer, author = {Sch{\"o}ler, Thorsten and M{\"u}ller-Schloer, Christian}, title = {First Steps towards Organic Computing Systems - Monitoring an Adaptive Protocol Stack with a Fuzzy Classifier System}, series = {CF '05: Proceedings of the 2nd conference on Computing frontiers}, booktitle = {CF '05: Proceedings of the 2nd conference on Computing frontiers}, isbn = {978-1-59593-019-4}, doi = {10.1145/1062261.1062265}, pages = {10 -- 20}, language = {en} } @inproceedings{SchoelerMnifKossovoietal., author = {Sch{\"o}ler, Thorsten and Mnif, Moez and Kossovoi, Vladimir and M{\"u}ller-Schloer, Christian}, title = {Towards an Organic Mobile Terminal by Utilising Agent-based Monitoring in a Reconfigurable Protocol Stack}, series = {Informatik verbindet}, booktitle = {Informatik verbindet}, number = {Bd. 2}, isbn = {978-3-88579-380-9}, issn = {1617-5468}, pages = {651 -- 655}, language = {en} } @inproceedings{SchoelerMuellerSchloer, author = {Sch{\"o}ler, Thorsten and M{\"u}ller-Schloer, Christian}, title = {Design, Implementation and Validation of a Generic and Reconfigurable Protocol Stack Framework for Mobile Terminals}, series = {Proceedings of the 24th International Conference on Distributed Computing Systems Workshops (ICDCSW'04)}, booktitle = {Proceedings of the 24th International Conference on Distributed Computing Systems Workshops (ICDCSW'04)}, isbn = {0-7695-2087-1}, doi = {10.1109/ICDCSW.2004.1284055}, pages = {6}, language = {en} } @article{HolzapfelSchoelerNaumannetal., author = {Holzapfel, Korbinian and Sch{\"o}ler, Thorsten and Naumann, Markus and De Rijke, Lisa}, title = {Maschinelles Lernen zur Detektion pathologischer Spontanaktivit{\"a}t in der Elektromyografie anhand von Audiosignalen}, series = {Klinische Neurophysiologie}, volume = {56}, journal = {Klinische Neurophysiologie}, number = {2025,2}, publisher = {Georg Thieme Verlag KG}, address = {Stuttgart}, issn = {1434-0275}, doi = {10.1055/a-2549-6216}, pages = {72 -- 79}, language = {de} } @inproceedings{MeitzHeiderSchoeleretal.2024, author = {Meitz, Lukas and Heider, Michael and Sch{\"o}ler, Thorsten and H{\"a}hner, J{\"o}rg}, title = {A Taxonomy for Complexity Estimation of Machine Data in Machine Health Applications}, series = {Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics}, volume = {1}, booktitle = {Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics}, publisher = {SCITEPRESS - Science and Technology Publications}, isbn = {978-989-758-717-7}, issn = {2184-2809}, doi = {10.5220/0012994900003822}, pages = {341 -- 350}, year = {2024}, language = {en} } @inproceedings{KottreSchoelerLegat, author = {Kottre, Andreas and Sch{\"o}ler, Thorsten and Legat, Christoph}, title = {Leveraging Semantic-based Root Cause Analysis with Alarm Flood Reduction}, series = {IFAC-PapersOnLine}, volume = {56}, booktitle = {IFAC-PapersOnLine}, number = {2023,2}, issn = {2405-8963}, doi = {10.1016/j.ifacol.2023.10.031}, pages = {8585 -- 8590}, language = {en} } @inproceedings{FarnhamSchoeler, author = {Farnham, Tim and Sch{\"o}ler, Thorsten}, title = {Flexible Protocol Stack Framework: Design, Validation and Performance}, series = {Proceedings of 2003 Software Defined Radio Technical Conference and Product Exposition}, booktitle = {Proceedings of 2003 Software Defined Radio Technical Conference and Product Exposition}, pages = {7}, language = {en} } @article{HolzapfelSchoelerDechentetal., author = {Holzapfel, Korbinian and Sch{\"o}ler, Thorsten and Dechent, Raphael and Naumann, Markus and Allweyer, Martin and Eisenacher, Tobias}, title = {Automatisierte Lokalisation von Armnerven im Ultraschall durch K{\"u}nstliche Intelligenz mit tiefen neuronalen Netzwerken}, series = {Klinische Neurophysiologie}, volume = {56}, journal = {Klinische Neurophysiologie}, number = {2025,2}, publisher = {Georg Thieme Verlag KG}, issn = {1434-0275}, doi = {10.1055/a-2573-0858}, pages = {63 -- 71}, language = {de} } @article{BannoutHolzapfelSchoeleretal., author = {Bannout, Angelo Valentino and Holzapfel, Korbinian and Sch{\"o}ler, Thorsten and Bayas, Antonios and Naumann, Markus and Joachim, Daniel}, title = {Affekterkennung auf Basis von EEG-Signalen unter Verwendung k{\"u}nstlicher neuronaler Netze}, series = {Klinische Neurophysiologie}, volume = {56}, journal = {Klinische Neurophysiologie}, number = {2025,2}, publisher = {Georg Thieme Verlag KG}, address = {Stuttgart}, issn = {1434-0275}, doi = {10.1055/a-2517-1205}, pages = {80 -- 86}, language = {de} } @article{ScholzSchoelerSokolovetal., author = {Scholz, J{\"u}rgen and Sch{\"o}ler, Thorsten and Sokolov, Yuri I. and Kotsoeva, V. S. and Elkina, Anna A.}, title = {Technologija Blockchain. Principy raboty i perspektivy primenenija // Технология Blockchain. Принципы работы и перспективы применения}, series = {ЭТАП: Экономическая Теория, Анализ, Практика // ETAP: Ekonomicheskaya Teoriya, Analiz, Praktika // [Economic Theory, Analysis and Practice]}, journal = {ЭТАП: Экономическая Теория, Анализ, Практика // ETAP: Ekonomicheskaya Teoriya, Analiz, Praktika // [Economic Theory, Analysis and Practice]}, number = {2017,6}, publisher = {Institut Ėffektivnych Technologij}, address = {Moskau}, issn = {2071-6435}, pages = {67 -- 76}, language = {mul} } @techreport{GoldenbergLobachevSchoeler, author = {Goldenberg, Vladimir and Lobachev, Mykhaylo and Sch{\"o}ler, Thorsten}, title = {Actual Aspects of Implementation and of AI in University Research and Teaching Process}, doi = {10.60524/opus-1976}, pages = {8}, language = {de} } @inproceedings{MeitzHeiderSchoeleretal., author = {Meitz, Lukas and Heider, Michael and Sch{\"o}ler, Thorsten and H{\"a}hner, J{\"o}rg}, title = {On Data-Preprocessing for Effective Predictive Maintenance on Multi-Purpose Machines}, series = {Proceedings of the 12th International Conference on Data Science, Technology and Applications (DATA 2023)}, booktitle = {Proceedings of the 12th International Conference on Data Science, Technology and Applications (DATA 2023)}, editor = {Gusikhin, Oleg and Hammoudi, Slimane and Cuzzocrea, Alfredo}, publisher = {SciTePress}, isbn = {978-989-758-664-4}, issn = {2184-285X}, doi = {10.5220/0012146700003541}, pages = {606 -- 612}, abstract = {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.}, language = {en} } @article{OğuzAlkanSchoeler, author = {Oğuz, Faruk Enes and Alkan, Ahmet and Sch{\"o}ler, Thorsten}, title = {Emotion Detection from ECG Signals with Different Learning Algorithms and Automated Feature Engineering}, series = {Signal, Image and Video Processing}, journal = {Signal, Image and Video Processing}, issn = {1863-1711}, doi = {10.1007/s11760-023-02606-y}, pages = {9}, language = {en} } @article{OstgatheZaehGrimmertetal., author = {Ostgathe, Martin and Z{\"a}h, Michael F. and Grimmert, Philipp and Sch{\"o}ler, Thorsten}, title = {Wissensbasiertes St{\"o}rungsmanagement in Produktionsabl{\"a}ufen}, series = {Zeitschrift f{\"u}r wirtschaftlichen Fabrikbetrieb (ZWF)}, volume = {106}, journal = {Zeitschrift f{\"u}r wirtschaftlichen Fabrikbetrieb (ZWF)}, number = {11}, doi = {10.3139/104.110660}, pages = {838 -- 843}, language = {de} } @inproceedings{SchoelerProell, author = {Sch{\"o}ler, Thorsten and Pr{\"o}ll, Sebastian}, title = {Transparency in Industrial Processes}, series = {Proceedings of the 4th International Scientific and Practical Conference "Contribution of Transport to the National Economic Security Development"}, booktitle = {Proceedings of the 4th International Scientific and Practical Conference "Contribution of Transport to the National Economic Security Development"}, isbn = {978-5-7876-0372-9}, pages = {45 -- 50}, language = {en} } @techreport{FayGehlhoffSeitzetal., author = {Fay, Alexander and Gehlhoff, Felix and Seitz, Matthias and Vogel-Heuser, Birgit and Baumg{\"a}rtel, Hartwick and Diedrich, Christian and L{\"u}der, Arndt and Sch{\"o}ler, Thorsten and Sutschet, Gerhard and Verbeet, Gerhard}, title = {Agenten zur Realisierung von Industrie 4.0 (VDI Statusreport Juli 2019)}, editor = {VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik,}, language = {de} } @inproceedings{SchoelerBehrensPupeteretal., author = {Sch{\"o}ler, Thorsten and Behrens, Leonie and Pupeter, Jan and Staber, Marcel}, title = {Beyond Blockchain - The Next Generation Blockchains}, series = {Proceedings of the Third International Scientific and Practical Conference "Contribution of Transport to the National Economic Security Development"}, booktitle = {Proceedings of the Third International Scientific and Practical Conference "Contribution of Transport to the National Economic Security Development"}, pages = {25 -- 29}, language = {en} } @inproceedings{Schoeler, author = {Sch{\"o}ler, Thorsten}, title = {Integrated Approach For Autonomously Driving Model Cars}, series = {Proceedings of the Eighth International Scientific Conference "Modern Information Technology" (MIT 2018)}, booktitle = {Proceedings of the Eighth International Scientific Conference "Modern Information Technology" (MIT 2018)}, isbn = {978-617-7046-50-8}, pages = {214 -- 215}, language = {en} } @incollection{SchoelerProellKoegeletal., author = {Sch{\"o}ler, Thorsten and Pr{\"o}ll, Sebastian and K{\"o}gel, Lucas and Hanka, Thomas}, title = {Software-Agenten zur Integration von Prozessen in der Fertigungs- und Geb{\"a}udeautomatisierung}, series = {Softwareagenten in der Industrie 4.0}, booktitle = {Softwareagenten in der Industrie 4.0}, editor = {Vogel-Heuser, Birgit}, publisher = {De Gruyter}, address = {Oldenbourg}, isbn = {9783110524451}, doi = {10.1515/9783110527056}, pages = {67 -- 88}, subject = {Automatisierungssystem}, language = {de} } @incollection{Schoeler, author = {Sch{\"o}ler, Thorsten}, title = {Teil I: Informatik}, series = {Medientechnisches Wissen, Band 2: Informatik, Programmieren, Kybernetik}, booktitle = {Medientechnisches Wissen, Band 2: Informatik, Programmieren, Kybernetik}, editor = {H{\"o}ltgen, Stefan}, publisher = {De Gruyter Oldenbourg}, address = {Berlin}, isbn = {978-3-11-049624-6}, doi = {10.1515/9783110496253}, pages = {7 -- 130}, subject = {Medienwissenschaft}, language = {de} } @inproceedings{KadatskyiSchoeler, author = {Kadatskyi, M. and Sch{\"o}ler, Thorsten}, title = {Using Gaussian Naive Bayes for Prediction of Car Directions in Autonomous Driving}, series = {VI. International Scientific and Technical Conference "Information Culture Technology" (ICT 2018)}, booktitle = {VI. International Scientific and Technical Conference "Information Culture Technology" (ICT 2018)}, language = {en} } @inproceedings{Schoeler, author = {Sch{\"o}ler, Thorsten}, title = {Selecting Artificial Neural Networks for Autonomous Driving}, series = {VI. International Scientific and Technical Conference "Information Culture Technology" (ICT 2018)}, booktitle = {VI. International Scientific and Technical Conference "Information Culture Technology" (ICT 2018)}, language = {en} } @article{BaranovSchoelerGoldenbergetal., author = {Baranov, Leonid and Sch{\"o}ler, Thorsten and Goldenberg, Vladimir and Maximov, Vladislav}, title = {Automatische und energieoptimale Zugsteuerung}, series = {EI - Der Eisenbahningenieur: Internationale Fachzeitschrift f{\"u}r Schienenverkehr \& Technik}, volume = {2018}, journal = {EI - Der Eisenbahningenieur: Internationale Fachzeitschrift f{\"u}r Schienenverkehr \& Technik}, number = {2018,11}, issn = {0013-2810}, pages = {20 -- 25}, subject = {F{\"o}rdertechnik}, language = {de} } @article{MeitzSengeWagenhalsetal., author = {Meitz, Lukas and Senge, Julia and Wagenhals, Tim and Sch{\"o}ler, Thorsten and H{\"a}hner, J{\"o}rg and Edinger, Janick and Krupitzer, Christian}, title = {A Literature Review Framework and Open Research Challenges for Predictive Maintenance in Industry 4.0}, series = {Computers \& Industrial Engineering}, volume = {206}, journal = {Computers \& Industrial Engineering}, publisher = {Elsevier BV}, issn = {0360-8352}, doi = {10.1016/j.cie.2025.111193}, pages = {19}, language = {en} } @article{GisiSchoelerLegat, author = {Gisi, Markus and Sch{\"o}ler, Thorsten and Legat, Christoph}, title = {Comparative Analysis of Traditional and Transformer-Based Models in Multi-label Classification of Industrial Requirements}, series = {IFAC-PapersOnLine}, volume = {59}, journal = {IFAC-PapersOnLine}, number = {2025,24}, publisher = {Elsevier BV}, issn = {2405-8963}, doi = {10.1016/j.ifacol.2025.11.872}, pages = {245 -- 250}, language = {en} } @unpublished{LegatSchoelerKottre, author = {Legat, Christoph and Sch{\"o}ler, Thorsten and Kottre, Andreas}, title = {Impediments and Requirements for ICT Technology Adoption in Special Machinery Engineering and Its Impact on Sustainability}, doi = {10.20944/preprints202312.2229.v1}, language = {en} } @inproceedings{KottreSchoelerLegat, author = {Kottre, Andreas and Sch{\"o}ler, Thorsten and Legat, Christoph}, title = {Applying Engineering Knowledge in Alarm Flood Reduction to Reduce Machine Downtime}, series = {IFAC-PapersOnLine}, volume = {55}, booktitle = {IFAC-PapersOnLine}, number = {2022,2}, issn = {2405-8963}, doi = {10.1016/j.ifacol.2022.04.169}, pages = {54 -- 59}, language = {en} }