16 Publikationen
2025 | Artikel | FH-PUB-ID: 6244 | 
@article{Niederhaus_Migenda_Weller_Kohlhase_Schenck_2025, title={Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems}, volume={9}, DOI={10.3390/bdcc9100261}, number={10261}, journal={Big Data and Cognitive Computing}, publisher={MDPI AG}, author={Niederhaus, Marvin and Migenda, Nico and Weller, Julian and Kohlhase, Martin and Schenck, Wolfram}, year={2025} }
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2024 | Konferenzbeitrag | FH-PUB-ID: 4916
@inproceedings{Weller_Migenda_Kühn_Dumitrescu_2024, title={Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories}, DOI={10.15488/17721}, publisher={Hannover : publish-Ing.}, author={Weller, Julian and Migenda, Nico and Kühn, Arno and Dumitrescu, Roman}, year={2024} }
HSBI-PUB
| DOI
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
2024 | Artikel | FH-PUB-ID: 4050
@article{Migenda_Möller_Schenck_2024, title={Adaptive local Principal Component Analysis improves the clustering of high-dimensional data}, volume={146}, DOI={10.1016/j.patcog.2023.110030}, number={110030}, journal={Pattern Recognition}, publisher={Elsevier BV}, author={Migenda, Nico and Möller, Ralf and Schenck, Wolfram}, year={2024} }
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 4698
@article{Migenda_Möller_Schenck_2024, title={NGPCA: Clustering of high-dimensional and non-stationary data streams}, volume={20}, DOI={10.1016/j.simpa.2024.100635}, number={100635}, journal={Software Impacts}, publisher={Elsevier BV}, author={Migenda, Nico and Möller, Ralf and Schenck, Wolfram}, year={2024} }
HSBI-PUB
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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
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
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
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
2022 | Konferenzbeitrag | FH-PUB-ID: 2569
@inproceedings{Hoppe_Migenda_Pelkmann_Hötte_Schenck_2022, place={Cham}, series={IFIP Advances in Information and Communication Technology}, title={Collaborative System for Question Answering in German Case Law Documents}, DOI={10.1007/978-3-031-14844-6_24}, booktitle={Collaborative Networks in Digitalization and Society 5.0}, publisher={Springer International Publishing}, author={Hoppe, Christoph and Migenda, Nico and Pelkmann, David and Hötte, Daniel Antonius and Schenck, Wolfram}, editor={Camarinha-Matos, Luis M. and Ortiz, Angel and Boucher, Xavier and Osório, A. LuísEditors}, year={2022}, pages={303–312}, collection={IFIP Advances in Information and Communication Technology} }
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 2570
@inproceedings{Hoppe_Pelkmann_Migenda_Hotte_Schenck_2021, title={Towards Intelligent Legal Advisors for Document Retrieval and Question-Answering in German Legal Documents}, DOI={10.1109/AIKE52691.2021.00011}, booktitle={2021 IEEE Fourth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)}, publisher={IEEE}, author={Hoppe, Christoph and Pelkmann, David and Migenda, Nico and Hotte, Daniel Antonius and Schenck, Wolfram}, year={2021}, pages={29–32} }
HSBI-PUB
| DOI
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
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
2021 | Artikel | FH-PUB-ID: 1203
@article{Migenda_Möller_Schenck_2021, title={Adaptive dimensionality reduction for neural network-based online principal component analysis}, volume={16}, DOI={10.1371/journal.pone.0248896}, number={3e0248896}, journal={PLOS ONE}, publisher={Public Library of Science (PLoS)}, author={Migenda, Nico and Möller, Ralf and Schenck, Wolfram}, year={2021} }
HSBI-PUB
| DOI
2020 | Konferenzbeitrag | FH-PUB-ID: 2574
@inproceedings{Migenda_Schenck_2020, title={Adaptive Dimensionality Reduction for Local Principal Component Analysis}, DOI={10.1109/ETFA46521.2020.9212129}, booktitle={2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher={IEEE}, author={Migenda, Nico and Schenck, Wolfram}, year={2020}, pages={1579–1586} }
HSBI-PUB
| DOI
2019 | Buchbeitrag | FH-PUB-ID: 1208
@inbook{Migenda_Möller_Schenck_2019, place={Cham}, series={Lecture Notes in Computer Science}, title={Adaptive Dimensionality Adjustment for Online “Principal Component Analysis”}, DOI={10.1007/978-3-030-33607-3_9}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2019. 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I}, publisher={Springer International Publishing}, author={Migenda, Nico and Möller, Ralf and Schenck, Wolfram}, editor={Yin, Hujun and Camacho, David and Tino, Peter and Tallón-Ballesteros, Antonio J. and Menezes, Ronaldo and Allmendinger, RichardEditors}, year={2019}, pages={76–84}, collection={Lecture Notes in Computer Science} }
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16 Publikationen
2025 | Artikel | FH-PUB-ID: 6244 |
@article{Niederhaus_Migenda_Weller_Kohlhase_Schenck_2025, title={Integrating Graph Retrieval-Augmented Generation into Prescriptive Recommender Systems}, volume={9}, DOI={10.3390/bdcc9100261}, number={10261}, journal={Big Data and Cognitive Computing}, publisher={MDPI AG}, author={Niederhaus, Marvin and Migenda, Nico and Weller, Julian and Kohlhase, Martin and Schenck, Wolfram}, year={2025} }
HSBI-PUB
| Dateien verfügbar
| DOI
| Download (ext.)
2024 | Konferenzbeitrag | FH-PUB-ID: 4916
@inproceedings{Weller_Migenda_Kühn_Dumitrescu_2024, title={Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories}, DOI={10.15488/17721}, publisher={Hannover : publish-Ing.}, author={Weller, Julian and Migenda, Nico and Kühn, Arno and Dumitrescu, Roman}, year={2024} }
HSBI-PUB
| DOI
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
2024 | Artikel | FH-PUB-ID: 4050
@article{Migenda_Möller_Schenck_2024, title={Adaptive local Principal Component Analysis improves the clustering of high-dimensional data}, volume={146}, DOI={10.1016/j.patcog.2023.110030}, number={110030}, journal={Pattern Recognition}, publisher={Elsevier BV}, author={Migenda, Nico and Möller, Ralf and Schenck, Wolfram}, year={2024} }
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 4698
@article{Migenda_Möller_Schenck_2024, title={NGPCA: Clustering of high-dimensional and non-stationary data streams}, volume={20}, DOI={10.1016/j.simpa.2024.100635}, number={100635}, journal={Software Impacts}, publisher={Elsevier BV}, author={Migenda, Nico and Möller, Ralf and Schenck, Wolfram}, year={2024} }
HSBI-PUB
| DOI
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
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
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
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
2022 | Konferenzbeitrag | FH-PUB-ID: 2569
@inproceedings{Hoppe_Migenda_Pelkmann_Hötte_Schenck_2022, place={Cham}, series={IFIP Advances in Information and Communication Technology}, title={Collaborative System for Question Answering in German Case Law Documents}, DOI={10.1007/978-3-031-14844-6_24}, booktitle={Collaborative Networks in Digitalization and Society 5.0}, publisher={Springer International Publishing}, author={Hoppe, Christoph and Migenda, Nico and Pelkmann, David and Hötte, Daniel Antonius and Schenck, Wolfram}, editor={Camarinha-Matos, Luis M. and Ortiz, Angel and Boucher, Xavier and Osório, A. LuísEditors}, year={2022}, pages={303–312}, collection={IFIP Advances in Information and Communication Technology} }
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 2570
@inproceedings{Hoppe_Pelkmann_Migenda_Hotte_Schenck_2021, title={Towards Intelligent Legal Advisors for Document Retrieval and Question-Answering in German Legal Documents}, DOI={10.1109/AIKE52691.2021.00011}, booktitle={2021 IEEE Fourth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)}, publisher={IEEE}, author={Hoppe, Christoph and Pelkmann, David and Migenda, Nico and Hotte, Daniel Antonius and Schenck, Wolfram}, year={2021}, pages={29–32} }
HSBI-PUB
| DOI
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
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
2021 | Artikel | FH-PUB-ID: 1203
@article{Migenda_Möller_Schenck_2021, title={Adaptive dimensionality reduction for neural network-based online principal component analysis}, volume={16}, DOI={10.1371/journal.pone.0248896}, number={3e0248896}, journal={PLOS ONE}, publisher={Public Library of Science (PLoS)}, author={Migenda, Nico and Möller, Ralf and Schenck, Wolfram}, year={2021} }
HSBI-PUB
| DOI
2020 | Konferenzbeitrag | FH-PUB-ID: 2574
@inproceedings{Migenda_Schenck_2020, title={Adaptive Dimensionality Reduction for Local Principal Component Analysis}, DOI={10.1109/ETFA46521.2020.9212129}, booktitle={2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, publisher={IEEE}, author={Migenda, Nico and Schenck, Wolfram}, year={2020}, pages={1579–1586} }
HSBI-PUB
| DOI
2019 | Buchbeitrag | FH-PUB-ID: 1208
@inbook{Migenda_Möller_Schenck_2019, place={Cham}, series={Lecture Notes in Computer Science}, title={Adaptive Dimensionality Adjustment for Online “Principal Component Analysis”}, DOI={10.1007/978-3-030-33607-3_9}, booktitle={Intelligent Data Engineering and Automated Learning – IDEAL 2019. 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I}, publisher={Springer International Publishing}, author={Migenda, Nico and Möller, Ralf and Schenck, Wolfram}, editor={Yin, Hujun and Camacho, David and Tino, Peter and Tallón-Ballesteros, Antonio J. and Menezes, Ronaldo and Allmendinger, RichardEditors}, year={2019}, pages={76–84}, collection={Lecture Notes in Computer Science} }
HSBI-PUB
| DOI