PUBLIKATIONSSERVER

Martin Kohlhase

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

29 Publikationen

Alle markieren

[29]
2024 | Konferenzbeitrag | FH-PUB-ID: 5882 | OA
Bültemeier, Julian, Dichte-skaliertes Optimierungskriterium für Sliced Latin Hypercube Designs. Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024 (). , 2024
HSBI-PUB | DOI | Download (ext.)
 
[28]
2024 | Konferenzbeitrag | FH-PUB-ID: 5789
Dockhorn, Frederick-Mortimer, An Application-oriented Review of Standard and Integral Sparse Identification of Nonlinear Dynamics. Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024 (). , 2024
HSBI-PUB | DOI
 
[27]
2024 | Artikel | FH-PUB-ID: 5497
Weller, Julian, Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories. Procedia CIRP 128 (). , 2024
HSBI-PUB | DOI
 
[26]
2024 | Konferenzbeitrag | FH-PUB-ID: 4699
Niederhaus, Marvin, Technical Readiness of Prescriptive Analytics Platforms: A Survey. 2024 35th Conference of Open Innovations Association (FRUCT) (). , 2024
HSBI-PUB | DOI
 
[25]
2024 | Buchbeitrag | FH-PUB-ID: 4915
Weller, Julian, Towards a Systematic Approach for Prescriptive Analytics Use Cases in Smart Factories. Machine Learning for Cyber-Physical Systems. Selected papers from the International Conference ML4CPS 2023 18 (). Cham, 2024
HSBI-PUB | DOI
 
[24]
2024 | Artikel | FH-PUB-ID: 4913
Weller, Julian, Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories. Mathematics 12 (17). , 2024
HSBI-PUB | DOI
 
[23]
2023 | Artikel | FH-PUB-ID: 2849 | OA
Vollenkemper, Lukas, Humanzentrierte Ablaufplanung von Montagelinien/Human-centered scheduling in assembly lines - Plug and play: Efficient algorithms minimize stress in flow shops. wt Werkstattstechnik online 113 (04). , 2023
HSBI-PUB | DOI | Download (ext.)
 
[22]
2023 | Konferenzbeitrag | FH-PUB-ID: 4700
Weller, Julian, Conceptual Framework for Prescriptive Analytics Based on Decision Theory in Smart Factories. 2023 IEEE International Conference on Advances in Data-Driven Analytics And Intelligent Systems (ADACIS) (). , 2023
HSBI-PUB | DOI
 
[21]
2023 | Diskussionspapier | FH-PUB-ID: 3729 | OA
Kösters, Justus, Benchmarking of Machine Learning Models for Tabular Scarce Data. (). , 2023
HSBI-PUB | Dateien verfügbar | Download (ext.)
 
[20]
2023 | Konferenzbeitrag | FH-PUB-ID: 3713 | OA
Jaster, Bjarne, Active Learning for Regression Problems with Ensemble Methods. Proceedings - 33. Workshop Computational Intelligence (). , 2023
HSBI-PUB | DOI | Download (ext.)
 
[19]
2023 | Artikel | FH-PUB-ID: 2855 | OA
Vollenkemper, Lukas, HUMANZENTRIERTE PRODUKTIONSPLANUNG MIT KI - Entwicklung eines Assistenzsystems. Arbeitswelt.Plus Working Paper (). , 2023
HSBI-PUB | DOI | Download (ext.)
 
[18]
2022 | Artikel | FH-PUB-ID: 1799 | OA
Vandevoorde, Koenraad, Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks. Sensors 22 (7). , 2022
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.)
 
[17]
2022 | Konferenzbeitrag | FH-PUB-ID: 2232
Voigt, Tim, Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes. Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings (). Cham, 2022
HSBI-PUB | DOI
 
[16]
2022 | Buchbeitrag | FH-PUB-ID: 2291 | OA
Hanitz, Marcel, Analysis of the Behavior of Online Decision Trees Under Concept Drift at the Example of FIMT-DD. Machine Learning and Data Mining in Pattern Recognition, MLDM 2022 (). Leipzig, 2022
HSBI-PUB | Download (ext.)
 
[15]
2022 | Konferenzbeitrag | FH-PUB-ID: 2277 | OA
Vollenkemper, Lukas, Spatial Temporal Transformer Networks for Sparse Motion Capture Applications. PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE 32 (). Karlsruhe, 2022
HSBI-PUB | DOI | Download (ext.)
 
[14]
2021 | Konferenzbeitrag | FH-PUB-ID: 1912
Schöne, Marvin, Curvature-Oriented Splitting for Multivariate Model Trees. 2021 IEEE Symposium Series on Computational Intelligence (SSCI) (). , 2021
HSBI-PUB | DOI | Download (ext.)
 
[13]
2021 | Konferenzbeitrag | FH-PUB-ID: 1560 | OA
Ewerszumrode, Jan, Assistenzsystem zur Qualitätssicherung von IoT-Geräten basierend auf AutoML und SHAP. Proceedings - 31. Workshop Computational Intelligence (). , 2021
HSBI-PUB | DOI | Download (ext.)
 
[12]
2021 | Konferenzbeitrag | FH-PUB-ID: 3718
Voigt, Tim, Space-Filling Designs for Experiments with Assembled Products. 2021 3rd International Conference on Management Science and Industrial Engineering (). New York, NY, USA, 2021
HSBI-PUB | DOI | Download (ext.)
 
[11]
2021 | Artikel | FH-PUB-ID: 3717 | OA
Voigt, Tim, Incremental DoE and Modeling Methodology with Gaussian Process Regression: An Industrially Applicable Approach to Incorporate Expert Knowledge. Mathematics 9 (19). , 2021
HSBI-PUB | DOI | Download (ext.)
 
[10]
2021 | Konferenzbeitrag | FH-PUB-ID: 2571
Voigt, Tim, Advanced Data Analytics Platform for Manufacturing Companies. 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA ) (). , 2021
HSBI-PUB | DOI
 
[9]
2021 | Konferenzbeitrag | FH-PUB-ID: 2572
Steinmann, Luca, Variational Autoencoder based Novelty Detection for Real-World Time Series. 2021 3rd International Conference on Management Science and Industrial Engineering (). New York, NY, USA, 2021
HSBI-PUB | DOI
 
[8]
2020 | Konferenzbeitrag | FH-PUB-ID: 1916
Schöne, Marvin, Least Squares Approach for Multivariate Split Selection in Regression Trees. Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I (). Cham, 2020
HSBI-PUB | DOI | Download (ext.)
 
[7]
2020 | Buchbeitrag | FH-PUB-ID: 1915 | OA
Schöne, Marvin, Least-Squares-Based Construction Algorithm for Oblique and Mixed Regression Trees. Proceedings - 30. Workshop Computational Intelligence (). Karlsruhe, 2020
HSBI-PUB | DOI | Download (ext.)
 
[6]
2020 | Konferenzbeitrag | FH-PUB-ID: 1557
Godt, Stephan, Identifikation eines nichtlinearen dynamischen Mehrgrößensystems mit rekurrenten neuronalen Netzen im Vergleich zu lokal-affinen Zustandsraummodellen. Proceedings - 30. Workshop Computational Intelligence (). Karlsruhe, 2020
HSBI-PUB | DOI
 
[5]
2020 | Konferenzbeitrag | FH-PUB-ID: 1367
Voigt, Tim, Incremental Latin Hypercube Additive Design for LOLIMOT. 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) (). , 2020
HSBI-PUB | DOI
 
[4]
2020 | Artikel | FH-PUB-ID: 1368
Voigt, Tim, Bestandsanlagen in der smarten Produktion, Integrationsstrategien anhand eines Praxisbeispiels. atp magazin 62 (04). , 2020
HSBI-PUB
 
[3]
2019 | Konferenzbeitrag | FH-PUB-ID: 1371 | OA
Voigt, Tim, Inkrementelle Modellbildung von statischen Prozessen auf Basis von Latin Hypercube Designs. Proceedings - 29. Workshop Computational Intelligence (). , 2019
HSBI-PUB | DOI | Download (ext.)
 
[2]
2019 | Konferenzbeitrag | FH-PUB-ID: 1559 | OA
Godt, Stephan, Data Mining im geschlossenen Regelkreis basierend auf adaptiven Kennfeldern mit integriertem Anti-Windup-Mechanismus. Proceedings - 29. Workshop Computational Intelligence (). Karlsruhe, 2019
HSBI-PUB | DOI | Download (ext.)
 
[1]
2018 | Konferenzbeitrag | FH-PUB-ID: 1369 | OA
Voigt, Tim, Schätzung von datenbasierten lokal-linearen Modellen auf der Grundlage von LOLIMOT für den systematischen Entwurf von lokal-linearen Zustandsreglern. Proceedings - 28. Workshop Computational Intelligence (). , 2018
HSBI-PUB | Download (ext.)
 
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29 Publikationen

Alle markieren

[29]
2024 | Konferenzbeitrag | FH-PUB-ID: 5882 | OA
Bültemeier, Julian, Dichte-skaliertes Optimierungskriterium für Sliced Latin Hypercube Designs. Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024 (). , 2024
HSBI-PUB | DOI | Download (ext.)
 
[28]
2024 | Konferenzbeitrag | FH-PUB-ID: 5789
Dockhorn, Frederick-Mortimer, An Application-oriented Review of Standard and Integral Sparse Identification of Nonlinear Dynamics. Proceedings - 34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024 (). , 2024
HSBI-PUB | DOI
 
[27]
2024 | Artikel | FH-PUB-ID: 5497
Weller, Julian, Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories. Procedia CIRP 128 (). , 2024
HSBI-PUB | DOI
 
[26]
2024 | Konferenzbeitrag | FH-PUB-ID: 4699
Niederhaus, Marvin, Technical Readiness of Prescriptive Analytics Platforms: A Survey. 2024 35th Conference of Open Innovations Association (FRUCT) (). , 2024
HSBI-PUB | DOI
 
[25]
2024 | Buchbeitrag | FH-PUB-ID: 4915
Weller, Julian, Towards a Systematic Approach for Prescriptive Analytics Use Cases in Smart Factories. Machine Learning for Cyber-Physical Systems. Selected papers from the International Conference ML4CPS 2023 18 (). Cham, 2024
HSBI-PUB | DOI
 
[24]
2024 | Artikel | FH-PUB-ID: 4913
Weller, Julian, Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories. Mathematics 12 (17). , 2024
HSBI-PUB | DOI
 
[23]
2023 | Artikel | FH-PUB-ID: 2849 | OA
Vollenkemper, Lukas, Humanzentrierte Ablaufplanung von Montagelinien/Human-centered scheduling in assembly lines - Plug and play: Efficient algorithms minimize stress in flow shops. wt Werkstattstechnik online 113 (04). , 2023
HSBI-PUB | DOI | Download (ext.)
 
[22]
2023 | Konferenzbeitrag | FH-PUB-ID: 4700
Weller, Julian, Conceptual Framework for Prescriptive Analytics Based on Decision Theory in Smart Factories. 2023 IEEE International Conference on Advances in Data-Driven Analytics And Intelligent Systems (ADACIS) (). , 2023
HSBI-PUB | DOI
 
[21]
2023 | Diskussionspapier | FH-PUB-ID: 3729 | OA
Kösters, Justus, Benchmarking of Machine Learning Models for Tabular Scarce Data. (). , 2023
HSBI-PUB | Dateien verfügbar | Download (ext.)
 
[20]
2023 | Konferenzbeitrag | FH-PUB-ID: 3713 | OA
Jaster, Bjarne, Active Learning for Regression Problems with Ensemble Methods. Proceedings - 33. Workshop Computational Intelligence (). , 2023
HSBI-PUB | DOI | Download (ext.)
 
[19]
2023 | Artikel | FH-PUB-ID: 2855 | OA
Vollenkemper, Lukas, HUMANZENTRIERTE PRODUKTIONSPLANUNG MIT KI - Entwicklung eines Assistenzsystems. Arbeitswelt.Plus Working Paper (). , 2023
HSBI-PUB | DOI | Download (ext.)
 
[18]
2022 | Artikel | FH-PUB-ID: 1799 | OA
Vandevoorde, Koenraad, Using Artificial Intelligence for Assistance Systems to Bring Motor Learning Principles into Real World Motor Tasks. Sensors 22 (7). , 2022
HSBI-PUB | Dateien verfügbar | DOI | Download (ext.)
 
[17]
2022 | Konferenzbeitrag | FH-PUB-ID: 2232
Voigt, Tim, Using Design of Experiments to Support the Commissioning of Industrial Assembly Processes. Intelligent Data Engineering and Automated Learning – IDEAL 2022. 23rd International Conference, IDEAL 2022, Manchester, UK, November 24–26, 2022, Proceedings (). Cham, 2022
HSBI-PUB | DOI
 
[16]
2022 | Buchbeitrag | FH-PUB-ID: 2291 | OA
Hanitz, Marcel, Analysis of the Behavior of Online Decision Trees Under Concept Drift at the Example of FIMT-DD. Machine Learning and Data Mining in Pattern Recognition, MLDM 2022 (). Leipzig, 2022
HSBI-PUB | Download (ext.)
 
[15]
2022 | Konferenzbeitrag | FH-PUB-ID: 2277 | OA
Vollenkemper, Lukas, Spatial Temporal Transformer Networks for Sparse Motion Capture Applications. PROCEEDINGS 32. WORKSHOP COMPUTATIONAL INTELLIGENCE 32 (). Karlsruhe, 2022
HSBI-PUB | DOI | Download (ext.)
 
[14]
2021 | Konferenzbeitrag | FH-PUB-ID: 1912
Schöne, Marvin, Curvature-Oriented Splitting for Multivariate Model Trees. 2021 IEEE Symposium Series on Computational Intelligence (SSCI) (). , 2021
HSBI-PUB | DOI | Download (ext.)
 
[13]
2021 | Konferenzbeitrag | FH-PUB-ID: 1560 | OA
Ewerszumrode, Jan, Assistenzsystem zur Qualitätssicherung von IoT-Geräten basierend auf AutoML und SHAP. Proceedings - 31. Workshop Computational Intelligence (). , 2021
HSBI-PUB | DOI | Download (ext.)
 
[12]
2021 | Konferenzbeitrag | FH-PUB-ID: 3718
Voigt, Tim, Space-Filling Designs for Experiments with Assembled Products. 2021 3rd International Conference on Management Science and Industrial Engineering (). New York, NY, USA, 2021
HSBI-PUB | DOI | Download (ext.)
 
[11]
2021 | Artikel | FH-PUB-ID: 3717 | OA
Voigt, Tim, Incremental DoE and Modeling Methodology with Gaussian Process Regression: An Industrially Applicable Approach to Incorporate Expert Knowledge. Mathematics 9 (19). , 2021
HSBI-PUB | DOI | Download (ext.)
 
[10]
2021 | Konferenzbeitrag | FH-PUB-ID: 2571
Voigt, Tim, Advanced Data Analytics Platform for Manufacturing Companies. 2021 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA ) (). , 2021
HSBI-PUB | DOI
 
[9]
2021 | Konferenzbeitrag | FH-PUB-ID: 2572
Steinmann, Luca, Variational Autoencoder based Novelty Detection for Real-World Time Series. 2021 3rd International Conference on Management Science and Industrial Engineering (). New York, NY, USA, 2021
HSBI-PUB | DOI
 
[8]
2020 | Konferenzbeitrag | FH-PUB-ID: 1916
Schöne, Marvin, Least Squares Approach for Multivariate Split Selection in Regression Trees. Intelligent Data Engineering and Automated Learning – IDEAL 2020. 21st International Conference, Guimaraes, Portugal, November 4–6, 2020, Proceedings, Part I (). Cham, 2020
HSBI-PUB | DOI | Download (ext.)
 
[7]
2020 | Buchbeitrag | FH-PUB-ID: 1915 | OA
Schöne, Marvin, Least-Squares-Based Construction Algorithm for Oblique and Mixed Regression Trees. Proceedings - 30. Workshop Computational Intelligence (). Karlsruhe, 2020
HSBI-PUB | DOI | Download (ext.)
 
[6]
2020 | Konferenzbeitrag | FH-PUB-ID: 1557
Godt, Stephan, Identifikation eines nichtlinearen dynamischen Mehrgrößensystems mit rekurrenten neuronalen Netzen im Vergleich zu lokal-affinen Zustandsraummodellen. Proceedings - 30. Workshop Computational Intelligence (). Karlsruhe, 2020
HSBI-PUB | DOI
 
[5]
2020 | Konferenzbeitrag | FH-PUB-ID: 1367
Voigt, Tim, Incremental Latin Hypercube Additive Design for LOLIMOT. 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) (). , 2020
HSBI-PUB | DOI
 
[4]
2020 | Artikel | FH-PUB-ID: 1368
Voigt, Tim, Bestandsanlagen in der smarten Produktion, Integrationsstrategien anhand eines Praxisbeispiels. atp magazin 62 (04). , 2020
HSBI-PUB
 
[3]
2019 | Konferenzbeitrag | FH-PUB-ID: 1371 | OA
Voigt, Tim, Inkrementelle Modellbildung von statischen Prozessen auf Basis von Latin Hypercube Designs. Proceedings - 29. Workshop Computational Intelligence (). , 2019
HSBI-PUB | DOI | Download (ext.)
 
[2]
2019 | Konferenzbeitrag | FH-PUB-ID: 1559 | OA
Godt, Stephan, Data Mining im geschlossenen Regelkreis basierend auf adaptiven Kennfeldern mit integriertem Anti-Windup-Mechanismus. Proceedings - 29. Workshop Computational Intelligence (). Karlsruhe, 2019
HSBI-PUB | DOI | Download (ext.)
 
[1]
2018 | Konferenzbeitrag | FH-PUB-ID: 1369 | OA
Voigt, Tim, Schätzung von datenbasierten lokal-linearen Modellen auf der Grundlage von LOLIMOT für den systematischen Entwurf von lokal-linearen Zustandsreglern. Proceedings - 28. Workshop Computational Intelligence (). , 2018
HSBI-PUB | Download (ext.)
 
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