@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{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} } @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{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{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} } @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} } @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} } @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} } @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} } @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} } @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{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} } @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{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} } @article{BaranovSchoelerGoldenbergetal., author = {Baranov, Leonid and Sch{\"o}ler, Thorsten and Goldenberg, Vladimir and Maximov, Vladislav}, title = {Automatische und energieoptimale Zugsteuerung}, series = {Der Eisenbahningenieur}, volume = {2018}, journal = {Der Eisenbahningenieur}, number = {2018,11}, issn = {0013-2810}, pages = {20 -- 25}, subject = {F{\"o}rdertechnik}, 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} } @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} } @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} }