@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} } @incollection{SchmalzelSpringerSchoeler, author = {Schmalzel, Felix and Springer, Martin and Sch{\"o}ler, Thorsten}, title = {Multi-Agent Reinforcement- Learning for Solving Flexible Job Shop Scheduling Problems}, series = {Collective Intelligence}, booktitle = {Collective Intelligence}, editor = {Seebacher, Uwe G. and Legat, Christoph}, publisher = {CRC Press}, address = {Boca Raton}, isbn = {978-104027156-8}, doi = {10.1201/9781032690711-5}, pages = {106 -- 122}, language = {en} } @inproceedings{KottreSchoelerLegat2025, author = {Kottre, Andreas and Sch{\"o}ler, Thorsten and Legat, Christoph}, title = {Improving Reactive Maintenance Through Root Cause Analysis and Operator-Aided Decision Making}, series = {Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future: Proceedings of SOHOMA 2024}, booktitle = {Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future: Proceedings of SOHOMA 2024}, number = {(Studies in Computational Intelligence;1197)}, editor = {Borangiu, Theodor and Trentesaux, Damien and Leit{\~a}o, Paulo and Legat, Christoph}, publisher = {Springer Nature Switzerland}, address = {Cham}, isbn = {9783031853159}, issn = {1860-949X}, doi = {10.1007/978-3-031-85316-6_19}, pages = {259 -- 272}, year = {2025}, language = {en} } @inproceedings{vonRussdorfSchoelerGoller, author = {von Rußdorf, Philipp and Sch{\"o}ler, Thorsten and Goller, Ralf}, title = {A Concept for a Data Operating Platform for a Process Technology Research Environment as Step Towards a Universal Platform}, series = {Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future: Proceedings of SOHOMA 2024}, booktitle = {Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future: Proceedings of SOHOMA 2024}, number = {(Studies in Computational Intelligence;1197)}, editor = {Borangiu, Theodor and Trentesaux, Damien and Leit{\~a}o, Paulo and Legat, Christoph}, publisher = {Springer Nature Switzerland}, address = {Cham}, isbn = {9783031853159}, issn = {1860-949X}, doi = {10.1007/978-3-031-85316-6_13}, pages = {175 -- 186}, language = {en} }