PUBLIKATIONSSERVER

Martin Kohlhase

https://orcid.org/0009-0002-9374-0720

28 Publikationen

Alle markieren

[28]
2024 | Konferenzbeitrag | FH-PUB-ID: 5789
@inproceedings{Dockhorn_Kohlhase_2024, title={An Application-oriented Review of Standard and Integral Sparse Identification of Nonlinear Dynamics}, DOI={10.5445/KSP/1000174544}, booktitle={Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024}, publisher={KIT Scientific Publishing}, author={Dockhorn, Frederick-Mortimer and Kohlhase, Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, Ralf Editors}, year={2024}, pages={53–76} }
HSBI-PUB | DOI
 
[27]
2024 | Artikel | FH-PUB-ID: 5497
@article{Weller_Migenda_Enzberg_Kohlhase_Schenck_Dumitrescu_2024, title={Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories}, volume={128}, DOI={10.1016/j.procir.2024.03.022}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Weller, Julian and Migenda, Nico and Enzberg, Sebastian von and Kohlhase, Martin and Schenck, Wolfram and Dumitrescu, Roman}, year={2024}, pages={424–429} }
HSBI-PUB | DOI
 
[26]
2024 | Konferenzbeitrag | FH-PUB-ID: 4699
@inproceedings{Niederhaus_Migenda_Weller_Schenck_Kohlhase_2024, title={Technical Readiness of Prescriptive Analytics Platforms: A Survey}, DOI={10.23919/FRUCT61870.2024.10516367}, booktitle={2024 35th Conference of Open Innovations Association (FRUCT)}, publisher={IEEE}, author={Niederhaus, Marvin and Migenda, Nico and Weller, Julian and Schenck, Wolfram and Kohlhase, Martin}, editor={IEEEEditor}, year={2024}, pages={509–519} }
HSBI-PUB | DOI
 
[25]
2024 | Buchbeitrag | FH-PUB-ID: 4915
@inbook{Weller_Migenda_Liu_Wegel_von Enzberg_Kohlhase_Schenck_Dumitrescu_2024, place={Cham}, series={Technologien für die intelligente Automation}, title={Towards a Systematic Approach for Prescriptive Analytics Use Cases in Smart Factories}, volume={18}, DOI={10.1007/978-3-031-47062-2_9}, booktitle={Machine Learning for Cyber-Physical Systems. Selected papers from the International Conference ML4CPS 2023}, publisher={Springer Nature Switzerland}, author={Weller, Julian and Migenda, Nico and Liu, Rui and Wegel, Arthur and von Enzberg, Sebastian and Kohlhase, Martin and Schenck, Wolfram and Dumitrescu, Roman}, editor={Niggemann, Oliver and Beyerer, Jürgen and Krantz, Maria and Kühnert, ChristianEditors}, year={2024}, pages={89–100}, collection={Technologien für die intelligente Automation} }
HSBI-PUB | DOI
 
[24]
2024 | Artikel | FH-PUB-ID: 4913
@article{Weller_Migenda_Naik_Heuwinkel_Kühn_Kohlhase_Schenck_Dumitrescu_2024, title={Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories}, volume={12}, DOI={10.3390/math12172663}, number={172663}, journal={Mathematics}, publisher={MDPI AG}, author={Weller, Julian and Migenda, Nico and Naik, Yash and Heuwinkel, Tim and Kühn, Arno and Kohlhase, Martin and Schenck, Wolfram and Dumitrescu, Roman}, year={2024} }
HSBI-PUB | DOI
 
[23]
2023 | Konferenzbeitrag | FH-PUB-ID: 4700
@inproceedings{Weller_Migenda_Wegel_Kohlhase_Schenck_Dumitrescu_2023, title={Conceptual Framework for Prescriptive Analytics Based on Decision Theory in Smart Factories}, DOI={10.1109/ADACIS59737.2023.10424368}, booktitle={2023 IEEE International Conference on Advances in Data-Driven Analytics And Intelligent Systems (ADACIS)}, publisher={IEEE}, author={Weller, Julian and Migenda, Nico and Wegel, Arthur and Kohlhase, Martin and Schenck, Wolfram and Dumitrescu, Roman}, editor={IEEEEditor}, year={2023}, pages={1–7} }
HSBI-PUB | DOI
 
[22]
2023 | Diskussionspapier | FH-PUB-ID: 3729 | OA
@book{Kösters_Schöne_Kohlhase, title={Benchmarking of Machine Learning Models for Tabular Scarce Data}, author={Kösters, Justus and Schöne, Marvin and Kohlhase, Martin} }
HSBI-PUB | Dateien verfügbar | Download (ext.)
 
[21]
2023 | Konferenzbeitrag | FH-PUB-ID: 3713 | OA
@inproceedings{Jaster_Kohlhase_2023, title={Active Learning for Regression Problems with Ensemble Methods}, DOI={10.5445/KSP/1000162754}, booktitle={Proceedings - 33. Workshop Computational Intelligence}, publisher={Karlsruher Institut für Technologie (KIT)}, author={Jaster, Bjarne and Kohlhase, Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, RalfEditors}, year={2023}, pages={9–29} }
HSBI-PUB | DOI | Download (ext.)
 
[20]
2023 | Artikel | FH-PUB-ID: 2855 | OA
@article{Vollenkemper_Mönikes_Wortmann_Rudolph-Puls_Kohlhase_Röchter_Ewering_2023, title={HUMANZENTRIERTE PRODUKTIONSPLANUNG MIT KI - Entwicklung eines Assistenzsystems}, DOI={10.55594/UXIT4205}, journal={Arbeitswelt.Plus Working Paper}, publisher={it’s OWL Clustermanagement GmbH}, author={Vollenkemper, Lukas and Mönikes, Marvin and Wortmann, Florian and Rudolph-Puls, Melanie and Kohlhase, Martin and Röchter, Angelika and Ewering, Christian}, year={2023} }
HSBI-PUB | DOI | Download (ext.)
 
[19]
2023 | Artikel | FH-PUB-ID: 2849 | OA
@article{Vollenkemper_Grumbach_Kohlhase_Reusch_2023, title={Humanzentrierte Ablaufplanung von Montagelinien/Human-centered scheduling in assembly lines - Plug and play: Efficient algorithms minimize stress in flow shops}, volume={113}, DOI={10.37544/1436-4980-2023-04-58}, number={04}, journal={wt Werkstattstechnik online}, publisher={VDI Fachmedien GmbH and Co. KG}, author={Vollenkemper, Lukas and Grumbach, Felix and Kohlhase, Martin and Reusch, Pascal}, year={2023}, pages={158–163} }
HSBI-PUB | DOI | Download (ext.)
 
[18]
2022 | Artikel | FH-PUB-ID: 1799 | OA
@article{Vandevoorde_Vollenkemper_Schwan_Kohlhase_Schenck_2022, title={Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks}, volume={22}, DOI={10.3390/s22072481}, number={72481}, journal={Sensors}, publisher={MDPI AG}, author={Vandevoorde, Koenraad and Vollenkemper, Lukas and Schwan, Constanze and Kohlhase, Martin and Schenck, Wolfram}, year={2022} }
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.)
 
[17]
2022 | Konferenzbeitrag | FH-PUB-ID: 2232
@inproceedings{Voigt_Schöne_Kohlhase_Nelles_Kuhn_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes}, DOI={10.1007/978-3-031-21753-1_37}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings}, publisher={Springer International Publishing}, author={Voigt, Tim and Schöne, Marvin and Kohlhase, Martin and Nelles, Oliver and Kuhn, Martin}, editor={Yin, Hujun and Camacho, David and Tino, PeterEditors}, year={2022}, pages={379–390}, collection={Lecture Notes in Computer Science} }
HSBI-PUB | DOI
 
[16]
2022 | Buchbeitrag | FH-PUB-ID: 2291 | OA
@inbook{Hanitz_Schöne_Voigt_Kohlhase_2022, place={Leipzig}, title={Analysis of the Behavior of Online Decision Trees Under Concept Drift at the Example of FIMT-DD}, booktitle={Machine Learning and Data Mining in Pattern Recognition, MLDM 2022}, publisher={ibai-publishing}, author={Hanitz, Marcel and Schöne, Marvin and Voigt, Tim and Kohlhase, Martin}, editor={Perner, PetraEditor}, year={2022}, pages={121–135} }
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[15]
2022 | Konferenzbeitrag | FH-PUB-ID: 2277 | OA
@inproceedings{Vollenkemper_Kohlhase_2022, place={Karlsruhe}, series={WORKSHOP COMPUTATIONAL INTELLIGENCE}, title={Spatial Temporal Transformer Networks for Sparse Motion Capture Applications}, volume={32}, DOI={10.5445/KSP/1000151141}, booktitle={PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE}, publisher={KIT Scientific Publishing}, author={Vollenkemper, Lukas and Kohlhase, Martin}, editor={Schulte, Horst and Hoffman, Frank and Mikut, Ralf and Karlsruhier Institut für Technologie (KIT)Editors}, year={2022}, collection={WORKSHOP COMPUTATIONAL INTELLIGENCE} }
HSBI-PUB | DOI | Download (ext.)
 
[14]
2021 | Konferenzbeitrag | FH-PUB-ID: 1912
@inproceedings{Schöne_Kohlhase_2021, title={Curvature-Oriented Splitting for Multivariate Model Trees}, DOI={10.1109/SSCI50451.2021.9659858}, booktitle={2021 IEEE Symposium Series on Computational Intelligence (SSCI)}, publisher={IEEE}, author={Schöne, Marvin and Kohlhase, Martin}, year={2021}, pages={01–09} }
HSBI-PUB | DOI | Download (ext.)
 
[13]
2021 | Konferenzbeitrag | FH-PUB-ID: 1560 | OA
@inproceedings{Ewerszumrode_Schöne_Godt_Kohlhase_2021, title={Assistenzsystem zur Qualitätssicherung von IoT-Geräten basierend auf AutoML und SHAP}, DOI={10.5445/KSP/1000138532}, booktitle={Proceedings - 31. Workshop Computational Intelligence }, publisher={KIT Scientific Publishing}, author={Ewerszumrode, Jan and Schöne, Marvin and Godt, Stephan and Kohlhase, Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, Ralf Editors}, year={2021}, pages={285–305} }
HSBI-PUB | DOI | Download (ext.)
 
[12]
2021 | Konferenzbeitrag | FH-PUB-ID: 3718
@inproceedings{Voigt_Schöne_Kohlhase_Nelles_Kuhn_2021, place={New York, NY, USA}, title={Space-Filling Designs for Experiments with Assembled Products}, DOI={10.1145/3460824.3460854}, booktitle={2021 3rd International Conference on Management Science and Industrial Engineering}, publisher={ACM}, author={Voigt, Tim and Schöne, Marvin and Kohlhase, Martin and Nelles, Oliver and Kuhn, Martin}, year={2021}, pages={192–199} }
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[11]
2021 | Artikel | FH-PUB-ID: 3717 | OA
@article{Voigt_Kohlhase_Nelles_2021, title={Incremental DoE and Modeling Methodology with Gaussian Process Regression: An Industrially Applicable Approach to Incorporate Expert Knowledge}, volume={9}, DOI={10.3390/math9192479}, number={192479}, journal={Mathematics}, publisher={MDPI AG}, author={Voigt, Tim and Kohlhase, Martin and Nelles, Oliver}, year={2021} }
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[10]
2021 | Konferenzbeitrag | FH-PUB-ID: 2571
@inproceedings{Voigt_Migenda_Schöne_Pelkmann_Fricke_Schenck_Kohlhase_2021, title={Advanced Data Analytics Platform for Manufacturing Companies}, DOI={10.1109/ETFA45728.2021.9613499}, booktitle={2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )}, publisher={IEEE}, author={Voigt, Tim and Migenda, Nico and Schöne, Marvin and Pelkmann, David and Fricke, Matthias and Schenck, Wolfram and Kohlhase, Martin}, year={2021}, pages={01–08} }
HSBI-PUB | DOI
 
[9]
2021 | Konferenzbeitrag | FH-PUB-ID: 2572
@inproceedings{Steinmann_Migenda_Voigt_Kohlhase_Schenck_2021, place={New York, NY, USA}, title={Variational Autoencoder based Novelty Detection for Real-World Time Series}, DOI={10.1145/3460824.3460825}, booktitle={2021 3rd International Conference on Management Science and Industrial Engineering}, publisher={ACM}, author={Steinmann, Luca and Migenda, Nico and Voigt, Tim and Kohlhase, Martin and Schenck, Wolfram}, year={2021}, pages={1–7} }
HSBI-PUB | DOI
 
[8]
2020 | Konferenzbeitrag | FH-PUB-ID: 1916
@inproceedings{Schöne_Kohlhase_2020, place={Cham}, series={Lecture Notes in Computer Science}, title={Least Squares Approach for Multivariate Split Selection in Regression Trees}, DOI={10.1007/978-3-030-62362-3_5}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I}, publisher={Springer International Publishing}, author={Schöne, Marvin and Kohlhase, Martin}, editor={Analide, Cesar and Novais, Paulo and Camacho, David and Yin, HujunEditors}, year={2020}, pages={41–50}, collection={Lecture Notes in Computer Science} }
HSBI-PUB | DOI | Download (ext.)
 
[7]
2020 | Buchbeitrag | FH-PUB-ID: 1915 | OA
@inbook{Schöne_Kohlhase_2020, place={Karlsruhe}, title={Least-Squares-Based Construction Algorithm for Oblique and Mixed Regression Trees}, DOI={10.5445/KSP/1000124139}, booktitle={Proceedings - 30. Workshop Computational Intelligence}, publisher={KIT Scientific Publishing}, author={Schöne, Marvin and Kohlhase, Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, RalfEditors}, year={2020} }
HSBI-PUB | DOI | Download (ext.)
 
[6]
2020 | Konferenzbeitrag | FH-PUB-ID: 1557
@inproceedings{Godt_Kohlhase_2020, place={Karlsruhe}, title={Identifikation eines nichtlinearen dynamischen Mehrgrößensystems mit rekurrenten neuronalen Netzen im Vergleich zu lokal-affinen Zustandsraummodellen}, DOI={10.5445/KSP/1000124139}, booktitle={Proceedings - 30. Workshop Computational Intelligence}, publisher={KIT Scientific Publishing}, author={Godt, Stephan and Kohlhase, Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, RalfEditors}, year={2020}, pages={159–180} }
HSBI-PUB | DOI
 
[5]
2020 | Konferenzbeitrag | FH-PUB-ID: 1367
@inproceedings{Voigt_Kohlhase_Nelles_2020, title={Incremental Latin Hypercube Additive Design for LOLIMOT}, DOI={10.1109/ETFA46521.2020.9212173}, booktitle={2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher={IEEE}, author={Voigt, Tim and Kohlhase, Martin and Nelles, Oliver}, editor={Institute of Electrical and Electronics Engineers (IEEE)Editor}, year={2020}, pages={1602–1609} }
HSBI-PUB | DOI
 
[4]
2020 | Artikel | FH-PUB-ID: 1368
@article{Voigt_Kohlhase_Peter_2020, title={Bestandsanlagen in der smarten Produktion, Integrationsstrategien anhand eines Praxisbeispiels}, volume={62}, number={04}, journal={atp magazin}, author={Voigt, Tim and Kohlhase, Martin and Peter, Armin}, year={2020}, pages={62–69} }
HSBI-PUB
 
[3]
2019 | Konferenzbeitrag | FH-PUB-ID: 1371 | OA
@inproceedings{Voigt_Kohlhase_Nelles_2019, title={Inkrementelle Modellbildung von statischen Prozessen auf Basis von Latin Hypercube Designs}, DOI={10.5445/KSP/1000098736}, booktitle={Proceedings - 29. Workshop Computational Intelligence}, publisher={KIT Scientific Publishing, Karlsruhe}, author={Voigt, Tim and Kohlhase, Martin and Nelles, Oliver}, year={2019}, pages={267–288} }
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[2]
2019 | Konferenzbeitrag | FH-PUB-ID: 1559 | OA
@inproceedings{Godt_Kohlhase_2019, place={Karlsruhe}, title={Data Mining im geschlossenen Regelkreis basierend auf adaptiven Kennfeldern mit integriertem Anti-Windup-Mechanismus}, DOI={10.5445/KSP/1000098736}, booktitle={Proceedings - 29. Workshop Computational Intelligence}, publisher={KIT Scientific Publishing}, author={Godt, Stephan and Kohlhase, Martin}, editor={Hoffmann, Frank and Hüllermeier, Eyke and Mikut, Ralf Editors}, year={2019}, pages={51–72} }
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[1]
2018 | Konferenzbeitrag | FH-PUB-ID: 1369 | OA
@inproceedings{Voigt_Kohlhase_2018, title={Schätzung von datenbasierten lokal-linearen Modellen auf der Grundlage von LOLIMOT für den systematischen Entwurf von lokal-linearen Zustandsreglern}, booktitle={Proceedings - 28. Workshop Computational Intelligence}, publisher={KIT Scientific Publishing, Karlsruhe}, author={Voigt, Tim and Kohlhase, Martin}, year={2018}, pages={93–111} }
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28 Publikationen

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[28]
2024 | Konferenzbeitrag | FH-PUB-ID: 5789
@inproceedings{Dockhorn_Kohlhase_2024, title={An Application-oriented Review of Standard and Integral Sparse Identification of Nonlinear Dynamics}, DOI={10.5445/KSP/1000174544}, booktitle={Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024}, publisher={KIT Scientific Publishing}, author={Dockhorn, Frederick-Mortimer and Kohlhase, Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, Ralf Editors}, year={2024}, pages={53–76} }
HSBI-PUB | DOI
 
[27]
2024 | Artikel | FH-PUB-ID: 5497
@article{Weller_Migenda_Enzberg_Kohlhase_Schenck_Dumitrescu_2024, title={Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories}, volume={128}, DOI={10.1016/j.procir.2024.03.022}, journal={Procedia CIRP}, publisher={Elsevier BV}, author={Weller, Julian and Migenda, Nico and Enzberg, Sebastian von and Kohlhase, Martin and Schenck, Wolfram and Dumitrescu, Roman}, year={2024}, pages={424–429} }
HSBI-PUB | DOI
 
[26]
2024 | Konferenzbeitrag | FH-PUB-ID: 4699
@inproceedings{Niederhaus_Migenda_Weller_Schenck_Kohlhase_2024, title={Technical Readiness of Prescriptive Analytics Platforms: A Survey}, DOI={10.23919/FRUCT61870.2024.10516367}, booktitle={2024 35th Conference of Open Innovations Association (FRUCT)}, publisher={IEEE}, author={Niederhaus, Marvin and Migenda, Nico and Weller, Julian and Schenck, Wolfram and Kohlhase, Martin}, editor={IEEEEditor}, year={2024}, pages={509–519} }
HSBI-PUB | DOI
 
[25]
2024 | Buchbeitrag | FH-PUB-ID: 4915
@inbook{Weller_Migenda_Liu_Wegel_von Enzberg_Kohlhase_Schenck_Dumitrescu_2024, place={Cham}, series={Technologien für die intelligente Automation}, title={Towards a Systematic Approach for Prescriptive Analytics Use Cases in Smart Factories}, volume={18}, DOI={10.1007/978-3-031-47062-2_9}, booktitle={Machine Learning for Cyber-Physical Systems. Selected papers from the International Conference ML4CPS 2023}, publisher={Springer Nature Switzerland}, author={Weller, Julian and Migenda, Nico and Liu, Rui and Wegel, Arthur and von Enzberg, Sebastian and Kohlhase, Martin and Schenck, Wolfram and Dumitrescu, Roman}, editor={Niggemann, Oliver and Beyerer, Jürgen and Krantz, Maria and Kühnert, ChristianEditors}, year={2024}, pages={89–100}, collection={Technologien für die intelligente Automation} }
HSBI-PUB | DOI
 
[24]
2024 | Artikel | FH-PUB-ID: 4913
@article{Weller_Migenda_Naik_Heuwinkel_Kühn_Kohlhase_Schenck_Dumitrescu_2024, title={Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories}, volume={12}, DOI={10.3390/math12172663}, number={172663}, journal={Mathematics}, publisher={MDPI AG}, author={Weller, Julian and Migenda, Nico and Naik, Yash and Heuwinkel, Tim and Kühn, Arno and Kohlhase, Martin and Schenck, Wolfram and Dumitrescu, Roman}, year={2024} }
HSBI-PUB | DOI
 
[23]
2023 | Konferenzbeitrag | FH-PUB-ID: 4700
@inproceedings{Weller_Migenda_Wegel_Kohlhase_Schenck_Dumitrescu_2023, title={Conceptual Framework for Prescriptive Analytics Based on Decision Theory in Smart Factories}, DOI={10.1109/ADACIS59737.2023.10424368}, booktitle={2023 IEEE International Conference on Advances in Data-Driven Analytics And Intelligent Systems (ADACIS)}, publisher={IEEE}, author={Weller, Julian and Migenda, Nico and Wegel, Arthur and Kohlhase, Martin and Schenck, Wolfram and Dumitrescu, Roman}, editor={IEEEEditor}, year={2023}, pages={1–7} }
HSBI-PUB | DOI
 
[22]
2023 | Diskussionspapier | FH-PUB-ID: 3729 | OA
@book{Kösters_Schöne_Kohlhase, title={Benchmarking of Machine Learning Models for Tabular Scarce Data}, author={Kösters, Justus and Schöne, Marvin and Kohlhase, Martin} }
HSBI-PUB | Dateien verfügbar | Download (ext.)
 
[21]
2023 | Konferenzbeitrag | FH-PUB-ID: 3713 | OA
@inproceedings{Jaster_Kohlhase_2023, title={Active Learning for Regression Problems with Ensemble Methods}, DOI={10.5445/KSP/1000162754}, booktitle={Proceedings - 33. Workshop Computational Intelligence}, publisher={Karlsruher Institut für Technologie (KIT)}, author={Jaster, Bjarne and Kohlhase, Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, RalfEditors}, year={2023}, pages={9–29} }
HSBI-PUB | DOI | Download (ext.)
 
[20]
2023 | Artikel | FH-PUB-ID: 2855 | OA
@article{Vollenkemper_Mönikes_Wortmann_Rudolph-Puls_Kohlhase_Röchter_Ewering_2023, title={HUMANZENTRIERTE PRODUKTIONSPLANUNG MIT KI - Entwicklung eines Assistenzsystems}, DOI={10.55594/UXIT4205}, journal={Arbeitswelt.Plus Working Paper}, publisher={it’s OWL Clustermanagement GmbH}, author={Vollenkemper, Lukas and Mönikes, Marvin and Wortmann, Florian and Rudolph-Puls, Melanie and Kohlhase, Martin and Röchter, Angelika and Ewering, Christian}, year={2023} }
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[19]
2023 | Artikel | FH-PUB-ID: 2849 | OA
@article{Vollenkemper_Grumbach_Kohlhase_Reusch_2023, title={Humanzentrierte Ablaufplanung von Montagelinien/Human-centered scheduling in assembly lines - Plug and play: Efficient algorithms minimize stress in flow shops}, volume={113}, DOI={10.37544/1436-4980-2023-04-58}, number={04}, journal={wt Werkstattstechnik online}, publisher={VDI Fachmedien GmbH and Co. KG}, author={Vollenkemper, Lukas and Grumbach, Felix and Kohlhase, Martin and Reusch, Pascal}, year={2023}, pages={158–163} }
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[18]
2022 | Artikel | FH-PUB-ID: 1799 | OA
@article{Vandevoorde_Vollenkemper_Schwan_Kohlhase_Schenck_2022, title={Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks}, volume={22}, DOI={10.3390/s22072481}, number={72481}, journal={Sensors}, publisher={MDPI AG}, author={Vandevoorde, Koenraad and Vollenkemper, Lukas and Schwan, Constanze and Kohlhase, Martin and Schenck, Wolfram}, year={2022} }
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.)
 
[17]
2022 | Konferenzbeitrag | FH-PUB-ID: 2232
@inproceedings{Voigt_Schöne_Kohlhase_Nelles_Kuhn_2022, place={Cham}, series={Lecture Notes in Computer Science}, title={Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes}, DOI={10.1007/978-3-031-21753-1_37}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings}, publisher={Springer International Publishing}, author={Voigt, Tim and Schöne, Marvin and Kohlhase, Martin and Nelles, Oliver and Kuhn, Martin}, editor={Yin, Hujun and Camacho, David and Tino, PeterEditors}, year={2022}, pages={379–390}, collection={Lecture Notes in Computer Science} }
HSBI-PUB | DOI
 
[16]
2022 | Buchbeitrag | FH-PUB-ID: 2291 | OA
@inbook{Hanitz_Schöne_Voigt_Kohlhase_2022, place={Leipzig}, title={Analysis of the Behavior of Online Decision Trees Under Concept Drift at the Example of FIMT-DD}, booktitle={Machine Learning and Data Mining in Pattern Recognition, MLDM 2022}, publisher={ibai-publishing}, author={Hanitz, Marcel and Schöne, Marvin and Voigt, Tim and Kohlhase, Martin}, editor={Perner, PetraEditor}, year={2022}, pages={121–135} }
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[15]
2022 | Konferenzbeitrag | FH-PUB-ID: 2277 | OA
@inproceedings{Vollenkemper_Kohlhase_2022, place={Karlsruhe}, series={WORKSHOP COMPUTATIONAL INTELLIGENCE}, title={Spatial Temporal Transformer Networks for Sparse Motion Capture Applications}, volume={32}, DOI={10.5445/KSP/1000151141}, booktitle={PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE}, publisher={KIT Scientific Publishing}, author={Vollenkemper, Lukas and Kohlhase, Martin}, editor={Schulte, Horst and Hoffman, Frank and Mikut, Ralf and Karlsruhier Institut für Technologie (KIT)Editors}, year={2022}, collection={WORKSHOP COMPUTATIONAL INTELLIGENCE} }
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[14]
2021 | Konferenzbeitrag | FH-PUB-ID: 1912
@inproceedings{Schöne_Kohlhase_2021, title={Curvature-Oriented Splitting for Multivariate Model Trees}, DOI={10.1109/SSCI50451.2021.9659858}, booktitle={2021 IEEE Symposium Series on Computational Intelligence (SSCI)}, publisher={IEEE}, author={Schöne, Marvin and Kohlhase, Martin}, year={2021}, pages={01–09} }
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[13]
2021 | Konferenzbeitrag | FH-PUB-ID: 1560 | OA
@inproceedings{Ewerszumrode_Schöne_Godt_Kohlhase_2021, title={Assistenzsystem zur Qualitätssicherung von IoT-Geräten basierend auf AutoML und SHAP}, DOI={10.5445/KSP/1000138532}, booktitle={Proceedings - 31. Workshop Computational Intelligence }, publisher={KIT Scientific Publishing}, author={Ewerszumrode, Jan and Schöne, Marvin and Godt, Stephan and Kohlhase, Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, Ralf Editors}, year={2021}, pages={285–305} }
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[12]
2021 | Konferenzbeitrag | FH-PUB-ID: 3718
@inproceedings{Voigt_Schöne_Kohlhase_Nelles_Kuhn_2021, place={New York, NY, USA}, title={Space-Filling Designs for Experiments with Assembled Products}, DOI={10.1145/3460824.3460854}, booktitle={2021 3rd International Conference on Management Science and Industrial Engineering}, publisher={ACM}, author={Voigt, Tim and Schöne, Marvin and Kohlhase, Martin and Nelles, Oliver and Kuhn, Martin}, year={2021}, pages={192–199} }
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[11]
2021 | Artikel | FH-PUB-ID: 3717 | OA
@article{Voigt_Kohlhase_Nelles_2021, title={Incremental DoE and Modeling Methodology with Gaussian Process Regression: An Industrially Applicable Approach to Incorporate Expert Knowledge}, volume={9}, DOI={10.3390/math9192479}, number={192479}, journal={Mathematics}, publisher={MDPI AG}, author={Voigt, Tim and Kohlhase, Martin and Nelles, Oliver}, year={2021} }
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[10]
2021 | Konferenzbeitrag | FH-PUB-ID: 2571
@inproceedings{Voigt_Migenda_Schöne_Pelkmann_Fricke_Schenck_Kohlhase_2021, title={Advanced Data Analytics Platform for Manufacturing Companies}, DOI={10.1109/ETFA45728.2021.9613499}, booktitle={2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA )}, publisher={IEEE}, author={Voigt, Tim and Migenda, Nico and Schöne, Marvin and Pelkmann, David and Fricke, Matthias and Schenck, Wolfram and Kohlhase, Martin}, year={2021}, pages={01–08} }
HSBI-PUB | DOI
 
[9]
2021 | Konferenzbeitrag | FH-PUB-ID: 2572
@inproceedings{Steinmann_Migenda_Voigt_Kohlhase_Schenck_2021, place={New York, NY, USA}, title={Variational Autoencoder based Novelty Detection for Real-World Time Series}, DOI={10.1145/3460824.3460825}, booktitle={2021 3rd International Conference on Management Science and Industrial Engineering}, publisher={ACM}, author={Steinmann, Luca and Migenda, Nico and Voigt, Tim and Kohlhase, Martin and Schenck, Wolfram}, year={2021}, pages={1–7} }
HSBI-PUB | DOI
 
[8]
2020 | Konferenzbeitrag | FH-PUB-ID: 1916
@inproceedings{Schöne_Kohlhase_2020, place={Cham}, series={Lecture Notes in Computer Science}, title={Least Squares Approach for Multivariate Split Selection in Regression Trees}, DOI={10.1007/978-3-030-62362-3_5}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I}, publisher={Springer International Publishing}, author={Schöne, Marvin and Kohlhase, Martin}, editor={Analide, Cesar and Novais, Paulo and Camacho, David and Yin, HujunEditors}, year={2020}, pages={41–50}, collection={Lecture Notes in Computer Science} }
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[7]
2020 | Buchbeitrag | FH-PUB-ID: 1915 | OA
@inbook{Schöne_Kohlhase_2020, place={Karlsruhe}, title={Least-Squares-Based Construction Algorithm for Oblique and Mixed Regression Trees}, DOI={10.5445/KSP/1000124139}, booktitle={Proceedings - 30. Workshop Computational Intelligence}, publisher={KIT Scientific Publishing}, author={Schöne, Marvin and Kohlhase, Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, RalfEditors}, year={2020} }
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[6]
2020 | Konferenzbeitrag | FH-PUB-ID: 1557
@inproceedings{Godt_Kohlhase_2020, place={Karlsruhe}, title={Identifikation eines nichtlinearen dynamischen Mehrgrößensystems mit rekurrenten neuronalen Netzen im Vergleich zu lokal-affinen Zustandsraummodellen}, DOI={10.5445/KSP/1000124139}, booktitle={Proceedings - 30. Workshop Computational Intelligence}, publisher={KIT Scientific Publishing}, author={Godt, Stephan and Kohlhase, Martin}, editor={Schulte, Horst and Hoffmann, Frank and Mikut, RalfEditors}, year={2020}, pages={159–180} }
HSBI-PUB | DOI
 
[5]
2020 | Konferenzbeitrag | FH-PUB-ID: 1367
@inproceedings{Voigt_Kohlhase_Nelles_2020, title={Incremental Latin Hypercube Additive Design for LOLIMOT}, DOI={10.1109/ETFA46521.2020.9212173}, booktitle={2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher={IEEE}, author={Voigt, Tim and Kohlhase, Martin and Nelles, Oliver}, editor={Institute of Electrical and Electronics Engineers (IEEE)Editor}, year={2020}, pages={1602–1609} }
HSBI-PUB | DOI
 
[4]
2020 | Artikel | FH-PUB-ID: 1368
@article{Voigt_Kohlhase_Peter_2020, title={Bestandsanlagen in der smarten Produktion, Integrationsstrategien anhand eines Praxisbeispiels}, volume={62}, number={04}, journal={atp magazin}, author={Voigt, Tim and Kohlhase, Martin and Peter, Armin}, year={2020}, pages={62–69} }
HSBI-PUB
 
[3]
2019 | Konferenzbeitrag | FH-PUB-ID: 1371 | OA
@inproceedings{Voigt_Kohlhase_Nelles_2019, title={Inkrementelle Modellbildung von statischen Prozessen auf Basis von Latin Hypercube Designs}, DOI={10.5445/KSP/1000098736}, booktitle={Proceedings - 29. Workshop Computational Intelligence}, publisher={KIT Scientific Publishing, Karlsruhe}, author={Voigt, Tim and Kohlhase, Martin and Nelles, Oliver}, year={2019}, pages={267–288} }
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[2]
2019 | Konferenzbeitrag | FH-PUB-ID: 1559 | OA
@inproceedings{Godt_Kohlhase_2019, place={Karlsruhe}, title={Data Mining im geschlossenen Regelkreis basierend auf adaptiven Kennfeldern mit integriertem Anti-Windup-Mechanismus}, DOI={10.5445/KSP/1000098736}, booktitle={Proceedings - 29. Workshop Computational Intelligence}, publisher={KIT Scientific Publishing}, author={Godt, Stephan and Kohlhase, Martin}, editor={Hoffmann, Frank and Hüllermeier, Eyke and Mikut, Ralf Editors}, year={2019}, pages={51–72} }
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[1]
2018 | Konferenzbeitrag | FH-PUB-ID: 1369 | OA
@inproceedings{Voigt_Kohlhase_2018, title={Schätzung von datenbasierten lokal-linearen Modellen auf der Grundlage von LOLIMOT für den systematischen Entwurf von lokal-linearen Zustandsreglern}, booktitle={Proceedings - 28. Workshop Computational Intelligence}, publisher={KIT Scientific Publishing, Karlsruhe}, author={Voigt, Tim and Kohlhase, Martin}, year={2018}, pages={93–111} }
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