63 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
@inproceedings{Jalil_Leuering_Ahmed_Schenck_Jungeblut_2025, place={Bielefeld}, title={NNXC: Neural Network Meets Approximate Computing}, publisher={ Institute for Data Science Solutions}, author={Jalil, Farjana and Leuering, Julien and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, year={2025} }
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
@inproceedings{Jalil_Leuering_Ahmed_Schenck_Jungeblut_2025, place={Bielefeld}, title={AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications}, DOI={10.60802/sidas.2025.2}, booktitle={Workshop on AI and its Applications}, publisher={Institute for Data Science Solutions}, author={Jalil, Farjana and Leuering, Julien and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, year={2025} }
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
@inproceedings{Leuering_Jalil_Ahmed_Schenck_Jungeblut, place={Bielefeld}, title={Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements}, publisher={Institute for Data Science Solutions}, author={Leuering, Julien and Jalil, Farjana and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten} }
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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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2025 | Artikel | FH-PUB-ID: 6133 |
@article{Herzig_Marschner_Ostrau_Held_Rickermann_Schenck_Uphaus_Amelung_2025, title={Softwaregestützte Analyse geriatrischer Entlassbriefe}, DOI={10.1007/s00391-025-02478-6}, journal={Zeitschrift für Gerontologie und Geriatrie}, publisher={Springer Science and Business Media LLC}, author={Herzig, Tim Christian and Marschner, C. and Ostrau, Christoph and Held, S. and Rickermann, J. and Schenck, Wolfram and Uphaus, Andreas and Amelung, R.}, year={2025} }
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2024 | Artikel | FH-PUB-ID: 5568
@article{Tharwat_Schenck_2024, title={Active Learning for Handling Missing Data}, volume={36}, DOI={10.1109/TNNLS.2024.3352279}, number={2}, journal={IEEE Transactions on Neural Networks and Learning Systems}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2024}, pages={3273–3287} }
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| DOI
2024 | Artikel | FH-PUB-ID: 5566
@article{Tharwat_Schenck_2024, title={Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget}, volume={36}, DOI={10.1109/TKDE.2024.3365189}, number={8}, journal={IEEE Transactions on Knowledge and Data Engineering}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2024}, pages={4317–4330} }
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| DOI
2024 | Artikel | FH-PUB-ID: 5495
@article{Tharwat_Schenck_2024, title={Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget}, volume={36}, DOI={10.1109/TKDE.2024.3365189}, number={8}, journal={IEEE Transactions on Knowledge and Data Engineering}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2024}, pages={4317–4330} }
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| DOI
2024 | Konferenzbeitrag | FH-PUB-ID: 5494
@inproceedings{Akay_Schenck_2024, place={Cham}, series={Lecture Notes in Computer Science}, title={Transferability of Non-contrastive Self-supervised Learning to Chronic Wound Image Recognition}, DOI={10.1007/978-3-031-72353-7_31}, booktitle={Artificial Neural Networks and Machine Learning – ICANN 2024. 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17–20, 2024, Proceedings, Part VIII}, publisher={Springer Nature Switzerland}, author={Akay, Julien Marteen and Schenck, Wolfram}, editor={Wand, Michael and Malinovská, Kristína and Schmidhuber, Jürgen and Tetko, Igor V.Editors}, year={2024}, pages={427–444}, collection={Lecture Notes in Computer Science} }
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| 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} }
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2024 | Diskussionspapier | FH-PUB-ID: 5498
@book{Hammer_Alaçam_Arlinghaus_Brinkmann_Dörksen_Hoeken_Jungeblut_Knaup_Leite_Lohweg_et al._2024, title={Sustainable Life-Cycle of Intelligent Socio-Technical Systems}, DOI={10.4119/UNIBI/2992602}, publisher={Bielefeld University}, author={Hammer, Barbara and Alaçam, Özge and Arlinghaus, Clarissa Sabrina and Brinkmann, Mona and Dörksen, Helene and Hoeken, Sanne and Jungeblut, Thorsten and Knaup, Julian and Leite, Daniel and Lohweg, Volker and et al.}, year={2024} }
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2024 | Artikel | FH-PUB-ID: 5500 |
@article{Shah_Müller_Hübner_Wang_Telman_Huser_Schenck_2024, title={Evaluation of Swin Transformer and knowledge transfer for denoising of super-resolution structured illumination microscopy data}, volume={13}, DOI={10.1093/gigascience/giad109}, journal={GigaScience}, publisher={Oxford University Press (OUP)}, author={Shah, Zafran Hussain and Müller, Marcel and Hübner, Wolfgang and Wang, Tung-Cheng and Telman, Daniel and Huser, Thomas and Schenck, Wolfram}, year={2024} }
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2024 | Artikel | FH-PUB-ID: 5499
@article{Shah_Müller_Hübner_Ortkrass_Hammer_Huser_Schenck_2024, title={Image restoration in frequency space using complex-valued CNNs}, volume={7}, DOI={10.3389/frai.2024.1353873}, journal={Frontiers in Artificial Intelligence}, publisher={Frontiers Media SA}, author={Shah, Zafran Hussain and Müller, Marcel and Hübner, Wolfgang and Ortkrass, Henning and Hammer, Barbara and Huser, Thomas and Schenck, Wolfram}, year={2024} }
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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} }
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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} }
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| 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} }
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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} }
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| 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} }
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| DOI
2024 | Konferenzbeitrag | FH-PUB-ID: 4644
@inproceedings{Klein_Ostrau_Thies_Schenck_Rückert_2024, place={Cham}, series={Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering}, title={Exploratory Analysis of Machine Learning Methods for the Prognosis of Falls in Elderly Care Based on Accelerometer Data}, DOI={10.1007/978-3-031-59717-6_27}, booktitle={Pervasive Computing Technologies for Healthcare. 17th EAI International Conference, PervasiveHealth 2023, Malmö, Sweden, November 27-29, 2023, Proceedings}, publisher={Springer Nature Switzerland}, author={Klein, Lukas and Ostrau, Christoph and Thies, Michael and Schenck, Wolfram and Rückert, Ulrich}, editor={Salvi, Dario and Van Gorp, Pieter and Shah, Syed AhmarEditors}, year={2024}, pages={423–437}, collection={Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering} }
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2023 | Artikel | FH-PUB-ID: 2774 |
@article{Tharwat_Schenck_2023, title={A Survey on Active Learning: State-of-the-Art, Practical Challenges and Research Directions}, volume={11}, DOI={10.3390/math11040820}, number={4820}, journal={Mathematics}, publisher={MDPI AG}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2023} }
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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} }
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2023 | Konferenzbeitrag | FH-PUB-ID: 4293
@inproceedings{Schwan_Schenck_2023, title={Object View Prediction with Aleatoric Uncertainty for Robotic Grasping}, DOI={10.1109/IJCNN54540.2023.10191465}, booktitle={2023 International Joint Conference on Neural Networks (IJCNN)}, publisher={IEEE}, author={Schwan, Constanze and Schenck, Wolfram}, year={2023}, pages={1–8} }
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| DOI
2023 | Artikel | FH-PUB-ID: 3453 |
@article{Grimmelsmann_Mechtenberg_Schenck_Meyer_Schneider_2023, title={sEMG-based prediction of human forearm movements utilizing a biomechanical model based on individual anatomical/ physiological measures and a reduced set of optimization parameters}, volume={18}, DOI={10.1371/journal.pone.0289549}, number={8e0289549}, journal={PLOS ONE}, publisher={Public Library of Science (PLoS)}, author={Grimmelsmann, Nils and Mechtenberg, Malte and Schenck, Wolfram and Meyer, Hanno Gerd and Schneider, Axel}, year={2023} }
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2022 | Artikel | FH-PUB-ID: 2775 |
@article{Tharwat_Schenck_2022, title={A Novel Low-Query-Budget Active Learner with Pseudo-Labels for Imbalanced Data}, volume={10}, DOI={10.3390/math10071068}, number={71068}, journal={Mathematics}, publisher={MDPI AG}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2022} }
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2022 | Artikel | FH-PUB-ID: 1799 |
@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} }
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2022 | Konferenzbeitrag | FH-PUB-ID: 2945
@inproceedings{Shah_Muller_Hammer_Huser_Schenck_2022, title={Impact of different loss functions on denoising of microscopic images}, DOI={10.1109/IJCNN55064.2022.9892936}, booktitle={2022 International Joint Conference on Neural Networks (IJCNN)}, publisher={IEEE}, author={Shah, Zafran Hussain and Muller, Marcel and Hammer, Barbara and Huser, Thomas and Schenck, Wolfram}, year={2022}, pages={1–10} }
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2022 | Artikel | FH-PUB-ID: 2944 |
@article{Zai El Amri_Reinhart_Schenck_2022, title={Open set task augmentation facilitates generalization of deep neural networks trained on small data sets}, volume={34}, DOI={10.1007/s00521-021-06753-6}, number={8}, journal={Neural Computing and Applications}, publisher={Springer Science and Business Media LLC}, author={Zai El Amri, Wadhah and Reinhart, Felix and Schenck, Wolfram}, year={2022}, pages={6067–6083} }
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2022 | Konferenzbeitrag | FH-PUB-ID: 2776 |
@inproceedings{Schwan_Schenck_2022, place={Berlin, Heidelberg}, series={Technologien für die intelligente Automation}, title={Design of Interpretable Machine Learning Tasks for the Application to Industrial Order Picking}, DOI={10.1007/978-3-662-64283-2_21}, booktitle={Kommunikation und Bildverarbeitung in der Automation. Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2020}, publisher={Springer Berlin Heidelberg}, author={Schwan, Constanze and Schenck, Wolfram}, editor={Jasperneite, Jürgen and Lohweg, VolkerEditors}, year={2022}, pages={291–303}, collection={Technologien für die intelligente Automation} }
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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} }
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2021 | Artikel | FH-PUB-ID: 1202
@article{Tharwat_Schenck_2021, title={A conceptual and practical comparison of PSO-style optimization algorithms}, volume={167}, DOI={10.1016/j.eswa.2020.114430}, number={114430}, journal={Expert Systems with Applications}, publisher={Elsevier BV}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2021} }
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| DOI
2021 | Artikel | FH-PUB-ID: 2777
@article{Tharwat_Schenck_2021, title={Population initialization techniques for evolutionary algorithms for single-objective constrained optimization problems: Deterministic vs. stochastic techniques}, volume={67}, DOI={10.1016/j.swevo.2021.100952}, number={100952}, journal={Swarm and Evolutionary Computation}, publisher={Elsevier BV}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2021} }
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| DOI
2021 | Artikel | FH-PUB-ID: 1201 |
@article{Shah_Müller_Wang_Scheidig_Schneider_Schüttpelz_Huser_Schenck_2021, title={Deep-learning based denoising and reconstruction of super-resolution structured illumination microscopy images}, volume={9}, DOI={10.1364/PRJ.416437}, number={5B168}, journal={Photonics Research}, publisher={The Optical Society}, author={Shah, Zafran Hussain and Müller, Marcel and Wang, Tung-Cheng and Scheidig, Philip Maurice and Schneider, Axel and Schüttpelz, Mark and Huser, Thomas and Schenck, Wolfram}, year={2021} }
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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} }
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| 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} }
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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} }
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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} }
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2020 | Artikel | FH-PUB-ID: 1204
@article{Tharwat_Schenck_2020, title={Balancing Exploration and Exploitation: A novel active learner for imbalanced data}, volume={210}, DOI={10.1016/j.knosys.2020.106500}, number={106500}, journal={Knowledge-Based Systems}, publisher={Elsevier BV}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2020} }
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| DOI
2020 | Konferenzbeitrag | FH-PUB-ID: 1206
@inproceedings{Pelkmann_Tharwat_Schenck_2020, title={How to Label? Combining Experts’ Knowledge for German Text Classification}, DOI={10.1109/SDS49233.2020.00023}, booktitle={2020 7th Swiss Conference on Data Science (SDS)}, publisher={IEEE}, author={Pelkmann, David and Tharwat, Alaa and Schenck, Wolfram}, year={2020}, pages={61–62} }
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| DOI
2020 | Konferenzbeitrag | FH-PUB-ID: 1207
@inproceedings{Schwan_Schenck_2020, place={Cham}, series={Proceedings of the International Neural Networks Society}, title={Visual Movement Prediction for Stable Grasp Point Detection}, DOI={10.1007/978-3-030-48791-1_5}, booktitle={Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference. Proceedings of the EANN 2020}, publisher={Springer International Publishing}, author={Schwan, Constanze and Schenck, Wolfram}, editor={Iliadis, Lazaros and Angelov, Plamen Parvanov and Jayne, Chrisina and Pimenidis, EliasEditors}, year={2020}, pages={70–81}, collection={Proceedings of the International Neural Networks Society} }
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2020 | Diskussionspapier | FH-PUB-ID: 2778 |
@book{Shah_Müller_Wang_Scheidig_Schneider_Schüttpelz_Huser_Schenck_2020, title={Deep-learning based denoising and reconstruction of super-resolution structured illumination microscopy images}, DOI={https://doi.org/10.1101/2020.10.27.352633}, publisher={Cold Spring Harbor Laboratory}, author={Shah, Zafran Hussain and Müller, Marcel and Wang, Tung-Cheng and Scheidig, Philip Maurice and Schneider, Axel and Schüttpelz, Mark and Huser, Thomas and Schenck, Wolfram}, year={2020} }
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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} }
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| 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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| DOI
2018 | Buchbeitrag | FH-PUB-ID: 1209 |
@inbook{Grünberg_Schenck_2018, place={Cham}, series={Lecture Notes in Computer Science}, title={A Case Study on Benchmarking IoT Cloud Services}, DOI={10.1007/978-3-319-94295-7_28}, booktitle={Cloud Computing – CLOUD 2018}, publisher={Springer International Publishing}, author={Grünberg, Kevin and Schenck, Wolfram}, editor={Luo, Min and Zhang, Liang-JieEditors}, year={2018}, pages={398–406}, collection={Lecture Notes in Computer Science} }
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2017 | Artikel | FH-PUB-ID: 1214
@article{Schenck_Horst_Tiedemann_Gaulik_Möller_2017, title={Comparing parallel hardware architectures for visually guided robot navigation}, volume={29}, DOI={10.1002/cpe.3833}, number={4e3833}, journal={Concurrency and Computation: Practice and Experience}, publisher={Wiley}, author={Schenck, Wolfram and Horst, Michael and Tiedemann, Tim and Gaulik, Sergius and Möller, Ralf}, year={2017} }
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| DOI
2017 | Artikel | FH-PUB-ID: 1210 |
@article{Kunkel_Schenck_2017, title={The NEST Dry-Run Mode: Efficient Dynamic Analysis of Neuronal Network Simulation Code}, volume={11}, DOI={10.3389/fninf.2017.00040}, journal={Frontiers in Neuroinformatics}, publisher={Frontiers Media SA}, author={Kunkel, Susanne and Schenck, Wolfram}, year={2017} }
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2017 | Artikel | FH-PUB-ID: 1211
@article{Schenck_El Sayed_Foszczynski_Homberg_Pleiter_2017, title={Evaluation and Performance Modeling of a Burst Buffer Solution}, volume={50}, DOI={10.1145/3041710.3041714}, number={2}, journal={ACM SIGOPS Operating Systems Review}, publisher={Association for Computing Machinery (ACM)}, author={Schenck, Wolfram and El Sayed, Salem and Foszczynski, Maciej and Homberg, Wilhelm and Pleiter, Dirk}, year={2017}, pages={12–26} }
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2017 | Buch als Herausgeber | FH-PUB-ID: 1212 |
@book{Butz_Schenck_van Ooyen_2017, series={Frontiers Research Topics}, title={Anatomy and Plasticity in Large-Scale Brain Models}, DOI={10.3389/978-2-88945-065-7}, publisher={Frontiers Media SA}, year={2017}, collection={Frontiers Research Topics} }
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2016 | Buchbeitrag | FH-PUB-ID: 1215
@inbook{Schenck_El Sayed_Foszczynski_Homberg_Pleiter_2016, place={Cham}, series={Lecture Notes in Computer Science}, title={Early Evaluation of the “Infinite Memory Engine” Burst Buffer Solution}, volume={vol 9945}, DOI={10.1007/978-3-319-46079-6_41}, booktitle={High Performance Computing}, publisher={Springer International Publishing}, author={Schenck, Wolfram and El Sayed, Salem and Foszczynski, Maciej and Homberg, Wilhelm and Pleiter, Dirk}, editor={Taufer, Michela and Mohr, Bernd and Kunkel, Julian M.Editors}, year={2016}, pages={604–615}, collection={Lecture Notes in Computer Science} }
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2016 | Artikel | FH-PUB-ID: 1213 |
@article{Butz_Schenck_van Ooyen_2016, title={Editorial: Anatomy and Plasticity in Large-Scale Brain Models}, volume={10}, DOI={10.3389/fnana.2016.00108}, journal={Frontiers in Neuroanatomy}, publisher={Frontiers Media SA}, author={Butz, Markus and Schenck, Wolfram and van Ooyen, Arjen}, year={2016} }
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2015 | Buchbeitrag | FH-PUB-ID: 1216
@inbook{Adinetz_Baumeister_Böttiger_Hater_Maurer_Pleiter_Schenck_Schifano_2015, place={Cham}, series={Lecture Notes in Computer Science}, title={Performance Evaluation of Scientific Applications on POWER8}, volume={8966}, DOI={10.1007/978-3-319-17248-4_2}, booktitle={High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation}, publisher={Springer International Publishing}, author={Adinetz, Andrew V. and Baumeister, Paul F. and Böttiger, Hans and Hater, Thorsten and Maurer, Thilo and Pleiter, Dirk and Schenck, Wolfram and Schifano, Sebastiano Fabio}, editor={Jarvis, Stephen A. and Wright, Steven A. and Hammond, Simon D.Editors}, year={2015}, pages={24–45}, collection={Lecture Notes in Computer Science} }
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2013 | Artikel | FH-PUB-ID: 1217
@article{Schenck_2013, title={Robot studies on saccade-triggered visual prediction}, volume={31}, DOI={10.1016/j.newideapsych.2012.12.003}, number={3}, journal={New Ideas in Psychology}, publisher={Elsevier}, author={Schenck, Wolfram}, year={2013}, pages={221–238} }
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2013 | Artikel | FH-PUB-ID: 1218
@article{Kaiser_Schenck_Möller_2013, title={Solving the correspondence problem in stereo vision by internal simulation}, volume={21}, DOI={10.1177/1059712313488425}, number={4}, journal={Adaptive Behavior}, publisher={SAGE Publications}, author={Kaiser, Alexander and Schenck, Wolfram and Möller, Ralf}, year={2013}, pages={239–250} }
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2012 | Artikel | FH-PUB-ID: 1221
@article{Kaiser_Schenck_Möller_2012, title={COUPLED SINGULAR VALUE DECOMPOSITION OF A CROSS-COVARIANCE MATRIX}, volume={20}, DOI={10.1142/S0129065710002437}, number={04}, journal={International Journal of Neural Systems}, publisher={World Scientific Pub Co Pte Lt}, author={Kaiser, Alexander and Schenck, Wolfram and Möller, Ralf}, year={2012}, pages={293–318} }
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| DOI
2011 | Artikel | FH-PUB-ID: 1219 |
@article{Schenck_Hoffmann_Möller_2011, title={Grasping of extrafoveal targets: A robotic model}, volume={29}, DOI={10.1016/j.newideapsych.2009.07.005}, number={3}, journal={New Ideas in Psychology}, publisher={Elsevier BV}, author={Schenck, Wolfram and Hoffmann, Heiko and Möller, Ralf}, year={2011}, pages={235–259} }
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2011 | Artikel | FH-PUB-ID: 1220 |
@article{Schenck_2011, title={Kinematic motor learning}, volume={23}, DOI={10.1080/09540091.2011.625077}, number={4}, journal={Connection Science}, publisher={Taylor & Francis}, author={Schenck, Wolfram}, year={2011}, pages={239–283} }
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2009 | Buchbeitrag | FH-PUB-ID: 1222
@inbook{Schenck_2009, place={Berlin, Heidelberg}, series={Lecture Notes in Computer Science}, title={Space Perception through Visuokinesthetic Prediction}, volume={5499}, DOI={10.1007/978-3-642-02565-5_14}, booktitle={Anticipatory Behavior in Adaptive Learning Systems}, publisher={Springer}, author={Schenck, Wolfram}, editor={Pezzulo, Giovanni and Butz, Martin V. and Sigaud, Olivier and Baldassarre, GianlucaEditors}, year={2009}, pages={247–266}, collection={Lecture Notes in Computer Science} }
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2008 | Artikel | FH-PUB-ID: 1223 |
@article{Möller_Schenck_2008, title={Bootstrapping Cognition from Behavior-A Computerized Thought Experiment}, volume={32}, DOI={10.1080/03640210802035241}, number={3}, journal={Cognitive Science}, publisher={Wiley}, author={Möller, Ralf and Schenck, Wolfram}, year={2008}, pages={504–542} }
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2007 | Artikel | FH-PUB-ID: 1225
@article{Kollmeier_Röben_Schenck_Möller_2007, title={Spectral contrasts for landmark navigation}, volume={24}, DOI={10.1364/JOSAA.24.000001}, number={1}, journal={Journal of the Optical Society of America A}, publisher={The Optical Society of America}, author={Kollmeier, Thomas and Röben, Frank and Schenck, Wolfram and Möller, Ralf}, year={2007}, pages={1–10} }
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2007 | Buchbeitrag | FH-PUB-ID: 1229
@inbook{Schenck_Möller_2007, place={Berlin, Heidelberg}, series={Lecture Notes in Computer Science}, title={Training and Application of a Visual Forward Model for a Robot Camera Head}, volume={4520}, DOI={10.1007/978-3-540-74262-3_9}, booktitle={Anticipatory Behavior in Adaptive Learning Systems}, publisher={Springer Berlin Heidelberg}, author={Schenck, Wolfram and Möller, Ralf}, editor={Butz, Martin V. and Sigaud, Olivier and Pezzulo, Giovanni and Baldassarre, GianlucaEditors}, year={2007}, pages={153–169}, collection={Lecture Notes in Computer Science} }
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2007 | Artikel | FH-PUB-ID: 1226
@article{Kiefer_Schuch_Schenck_Fiedler_2007, title={Mood States Modulate Activity in Semantic Brain Areas during Emotional Word Encoding}, volume={17}, DOI={10.1093/cercor/bhl062}, number={7}, journal={Cerebral Cortex}, publisher={Oxford University Press (OUP)}, author={Kiefer, Markus and Schuch, Stefanie and Schenck, Wolfram and Fiedler, Klaus}, year={2007}, pages={1516–1530} }
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2007 | Artikel | FH-PUB-ID: 1224 |
@article{Kiefer_Schuch_Schenck_Fiedler_2007, title={Emotion and memory: Event-related potential indices predictive for subsequent successful memory depend on the emotional mood state}, volume={3}, DOI={10.2478/v10053-008-0001-8}, number={3}, journal={Advances in Cognitive Psychology}, publisher={University of Economics and Human Sciences in Warsaw}, author={Kiefer, Markus and Schuch, Stefanie and Schenck, Wolfram and Fiedler, Klaus}, year={2007}, pages={363–373} }
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2005 | Artikel | FH-PUB-ID: 1227
@article{Hoffmann_Schenck_Möller_2005, title={Learning visuomotor transformations for gaze-control and grasping}, volume={93}, DOI={10.1007/s00422-005-0575-x}, number={2}, journal={Biological Cybernetics}, publisher={Springer Science and Business Media LLC}, author={Hoffmann, Heiko and Schenck, Wolfram and Möller, Ralf}, year={2005}, pages={119–130} }
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| DOI
2005 | Artikel | FH-PUB-ID: 1228
@article{Fiedler_Schenck_Watling_Menges_2005, title={Priming Trait Inferences Through Pictures and Moving Pictures: The Impact of Open and Closed Mindsets.}, volume={88}, DOI={10.1037/0022-3514.88.2.229}, number={2}, journal={Journal of Personality and Social Psychology}, publisher={American Psychological Association (APA)}, author={Fiedler, Klaus and Schenck, Wolfram and Watling, Marlin and Menges, Jochen I.}, year={2005}, pages={229–244} }
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63 Publikationen
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6080
@inproceedings{Jalil_Leuering_Ahmed_Schenck_Jungeblut_2025, place={Bielefeld}, title={NNXC: Neural Network Meets Approximate Computing}, publisher={ Institute for Data Science Solutions}, author={Jalil, Farjana and Leuering, Julien and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, year={2025} }
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2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6081
@inproceedings{Jalil_Leuering_Ahmed_Schenck_Jungeblut_2025, place={Bielefeld}, title={AutoDSE: Towards HW/AI Co-design of Ultra-low Latency Hardware Accelerators for Industrial Applications}, DOI={10.60802/sidas.2025.2}, booktitle={Workshop on AI and its Applications}, publisher={Institute for Data Science Solutions}, author={Jalil, Farjana and Leuering, Julien and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten}, year={2025} }
HSBI-PUB
| DOI
2025 | Kurzbeitrag Konferenz | FH-PUB-ID: 6077
@inproceedings{Leuering_Jalil_Ahmed_Schenck_Jungeblut, place={Bielefeld}, title={Cognitive Edge Computing for Multi-Sensor Applications with Sparse Data and High Latency Requirements}, publisher={Institute for Data Science Solutions}, author={Leuering, Julien and Jalil, Farjana and Ahmed, Qazi Arbab and Schenck, Wolfram and Jungeblut, Thorsten} }
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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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2025 | Artikel | FH-PUB-ID: 6133 |
@article{Herzig_Marschner_Ostrau_Held_Rickermann_Schenck_Uphaus_Amelung_2025, title={Softwaregestützte Analyse geriatrischer Entlassbriefe}, DOI={10.1007/s00391-025-02478-6}, journal={Zeitschrift für Gerontologie und Geriatrie}, publisher={Springer Science and Business Media LLC}, author={Herzig, Tim Christian and Marschner, C. and Ostrau, Christoph and Held, S. and Rickermann, J. and Schenck, Wolfram and Uphaus, Andreas and Amelung, R.}, year={2025} }
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2024 | Artikel | FH-PUB-ID: 5568
@article{Tharwat_Schenck_2024, title={Active Learning for Handling Missing Data}, volume={36}, DOI={10.1109/TNNLS.2024.3352279}, number={2}, journal={IEEE Transactions on Neural Networks and Learning Systems}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2024}, pages={3273–3287} }
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| DOI
2024 | Artikel | FH-PUB-ID: 5566
@article{Tharwat_Schenck_2024, title={Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget}, volume={36}, DOI={10.1109/TKDE.2024.3365189}, number={8}, journal={IEEE Transactions on Knowledge and Data Engineering}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2024}, pages={4317–4330} }
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 5495
@article{Tharwat_Schenck_2024, title={Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget}, volume={36}, DOI={10.1109/TKDE.2024.3365189}, number={8}, journal={IEEE Transactions on Knowledge and Data Engineering}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2024}, pages={4317–4330} }
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| DOI
2024 | Konferenzbeitrag | FH-PUB-ID: 5494
@inproceedings{Akay_Schenck_2024, place={Cham}, series={Lecture Notes in Computer Science}, title={Transferability of Non-contrastive Self-supervised Learning to Chronic Wound Image Recognition}, DOI={10.1007/978-3-031-72353-7_31}, booktitle={Artificial Neural Networks and Machine Learning – ICANN 2024. 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17–20, 2024, Proceedings, Part VIII}, publisher={Springer Nature Switzerland}, author={Akay, Julien Marteen and Schenck, Wolfram}, editor={Wand, Michael and Malinovská, Kristína and Schmidhuber, Jürgen and Tetko, Igor V.Editors}, year={2024}, pages={427–444}, collection={Lecture Notes in Computer Science} }
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 | Diskussionspapier | FH-PUB-ID: 5498
@book{Hammer_Alaçam_Arlinghaus_Brinkmann_Dörksen_Hoeken_Jungeblut_Knaup_Leite_Lohweg_et al._2024, title={Sustainable Life-Cycle of Intelligent Socio-Technical Systems}, DOI={10.4119/UNIBI/2992602}, publisher={Bielefeld University}, author={Hammer, Barbara and Alaçam, Özge and Arlinghaus, Clarissa Sabrina and Brinkmann, Mona and Dörksen, Helene and Hoeken, Sanne and Jungeblut, Thorsten and Knaup, Julian and Leite, Daniel and Lohweg, Volker and et al.}, year={2024} }
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 5500 |
@article{Shah_Müller_Hübner_Wang_Telman_Huser_Schenck_2024, title={Evaluation of Swin Transformer and knowledge transfer for denoising of super-resolution structured illumination microscopy data}, volume={13}, DOI={10.1093/gigascience/giad109}, journal={GigaScience}, publisher={Oxford University Press (OUP)}, author={Shah, Zafran Hussain and Müller, Marcel and Hübner, Wolfgang and Wang, Tung-Cheng and Telman, Daniel and Huser, Thomas and Schenck, Wolfram}, year={2024} }
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2024 | Artikel | FH-PUB-ID: 5499
@article{Shah_Müller_Hübner_Ortkrass_Hammer_Huser_Schenck_2024, title={Image restoration in frequency space using complex-valued CNNs}, volume={7}, DOI={10.3389/frai.2024.1353873}, journal={Frontiers in Artificial Intelligence}, publisher={Frontiers Media SA}, author={Shah, Zafran Hussain and Müller, Marcel and Hübner, Wolfgang and Ortkrass, Henning and Hammer, Barbara and Huser, Thomas and Schenck, Wolfram}, year={2024} }
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| 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} }
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| 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
2024 | Konferenzbeitrag | FH-PUB-ID: 4644
@inproceedings{Klein_Ostrau_Thies_Schenck_Rückert_2024, place={Cham}, series={Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering}, title={Exploratory Analysis of Machine Learning Methods for the Prognosis of Falls in Elderly Care Based on Accelerometer Data}, DOI={10.1007/978-3-031-59717-6_27}, booktitle={Pervasive Computing Technologies for Healthcare. 17th EAI International Conference, PervasiveHealth 2023, Malmö, Sweden, November 27-29, 2023, Proceedings}, publisher={Springer Nature Switzerland}, author={Klein, Lukas and Ostrau, Christoph and Thies, Michael and Schenck, Wolfram and Rückert, Ulrich}, editor={Salvi, Dario and Van Gorp, Pieter and Shah, Syed AhmarEditors}, year={2024}, pages={423–437}, collection={Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering} }
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 2774 |
@article{Tharwat_Schenck_2023, title={A Survey on Active Learning: State-of-the-Art, Practical Challenges and Research Directions}, volume={11}, DOI={10.3390/math11040820}, number={4820}, journal={Mathematics}, publisher={MDPI AG}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2023} }
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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} }
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| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 4293
@inproceedings{Schwan_Schenck_2023, title={Object View Prediction with Aleatoric Uncertainty for Robotic Grasping}, DOI={10.1109/IJCNN54540.2023.10191465}, booktitle={2023 International Joint Conference on Neural Networks (IJCNN)}, publisher={IEEE}, author={Schwan, Constanze and Schenck, Wolfram}, year={2023}, pages={1–8} }
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 3453 |
@article{Grimmelsmann_Mechtenberg_Schenck_Meyer_Schneider_2023, title={sEMG-based prediction of human forearm movements utilizing a biomechanical model based on individual anatomical/ physiological measures and a reduced set of optimization parameters}, volume={18}, DOI={10.1371/journal.pone.0289549}, number={8e0289549}, journal={PLOS ONE}, publisher={Public Library of Science (PLoS)}, author={Grimmelsmann, Nils and Mechtenberg, Malte and Schenck, Wolfram and Meyer, Hanno Gerd and Schneider, Axel}, year={2023} }
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2022 | Artikel | FH-PUB-ID: 2775 |
@article{Tharwat_Schenck_2022, title={A Novel Low-Query-Budget Active Learner with Pseudo-Labels for Imbalanced Data}, volume={10}, DOI={10.3390/math10071068}, number={71068}, journal={Mathematics}, publisher={MDPI AG}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2022} }
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2022 | Artikel | FH-PUB-ID: 1799 |
@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} }
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2022 | Konferenzbeitrag | FH-PUB-ID: 2945
@inproceedings{Shah_Muller_Hammer_Huser_Schenck_2022, title={Impact of different loss functions on denoising of microscopic images}, DOI={10.1109/IJCNN55064.2022.9892936}, booktitle={2022 International Joint Conference on Neural Networks (IJCNN)}, publisher={IEEE}, author={Shah, Zafran Hussain and Muller, Marcel and Hammer, Barbara and Huser, Thomas and Schenck, Wolfram}, year={2022}, pages={1–10} }
HSBI-PUB
| DOI
2022 | Artikel | FH-PUB-ID: 2944 |
@article{Zai El Amri_Reinhart_Schenck_2022, title={Open set task augmentation facilitates generalization of deep neural networks trained on small data sets}, volume={34}, DOI={10.1007/s00521-021-06753-6}, number={8}, journal={Neural Computing and Applications}, publisher={Springer Science and Business Media LLC}, author={Zai El Amri, Wadhah and Reinhart, Felix and Schenck, Wolfram}, year={2022}, pages={6067–6083} }
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2022 | Konferenzbeitrag | FH-PUB-ID: 2776 |
@inproceedings{Schwan_Schenck_2022, place={Berlin, Heidelberg}, series={Technologien für die intelligente Automation}, title={Design of Interpretable Machine Learning Tasks for the Application to Industrial Order Picking}, DOI={10.1007/978-3-662-64283-2_21}, booktitle={Kommunikation und Bildverarbeitung in der Automation. Ausgewählte Beiträge der Jahreskolloquien KommA und BVAu 2020}, publisher={Springer Berlin Heidelberg}, author={Schwan, Constanze and Schenck, Wolfram}, editor={Jasperneite, Jürgen and Lohweg, VolkerEditors}, year={2022}, pages={291–303}, collection={Technologien für die intelligente Automation} }
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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 | Artikel | FH-PUB-ID: 1202
@article{Tharwat_Schenck_2021, title={A conceptual and practical comparison of PSO-style optimization algorithms}, volume={167}, DOI={10.1016/j.eswa.2020.114430}, number={114430}, journal={Expert Systems with Applications}, publisher={Elsevier BV}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2021} }
HSBI-PUB
| DOI
2021 | Artikel | FH-PUB-ID: 2777
@article{Tharwat_Schenck_2021, title={Population initialization techniques for evolutionary algorithms for single-objective constrained optimization problems: Deterministic vs. stochastic techniques}, volume={67}, DOI={10.1016/j.swevo.2021.100952}, number={100952}, journal={Swarm and Evolutionary Computation}, publisher={Elsevier BV}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2021} }
HSBI-PUB
| DOI
2021 | Artikel | FH-PUB-ID: 1201 |
@article{Shah_Müller_Wang_Scheidig_Schneider_Schüttpelz_Huser_Schenck_2021, title={Deep-learning based denoising and reconstruction of super-resolution structured illumination microscopy images}, volume={9}, DOI={10.1364/PRJ.416437}, number={5B168}, journal={Photonics Research}, publisher={The Optical Society}, author={Shah, Zafran Hussain and Müller, Marcel and Wang, Tung-Cheng and Scheidig, Philip Maurice and Schneider, Axel and Schüttpelz, Mark and Huser, Thomas and Schenck, Wolfram}, year={2021} }
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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} }
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| 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} }
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| 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} }
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| 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} }
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| DOI
2020 | Artikel | FH-PUB-ID: 1204
@article{Tharwat_Schenck_2020, title={Balancing Exploration and Exploitation: A novel active learner for imbalanced data}, volume={210}, DOI={10.1016/j.knosys.2020.106500}, number={106500}, journal={Knowledge-Based Systems}, publisher={Elsevier BV}, author={Tharwat, Alaa and Schenck, Wolfram}, year={2020} }
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| DOI
2020 | Konferenzbeitrag | FH-PUB-ID: 1206
@inproceedings{Pelkmann_Tharwat_Schenck_2020, title={How to Label? Combining Experts’ Knowledge for German Text Classification}, DOI={10.1109/SDS49233.2020.00023}, booktitle={2020 7th Swiss Conference on Data Science (SDS)}, publisher={IEEE}, author={Pelkmann, David and Tharwat, Alaa and Schenck, Wolfram}, year={2020}, pages={61–62} }
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| DOI
2020 | Konferenzbeitrag | FH-PUB-ID: 1207
@inproceedings{Schwan_Schenck_2020, place={Cham}, series={Proceedings of the International Neural Networks Society}, title={Visual Movement Prediction for Stable Grasp Point Detection}, DOI={10.1007/978-3-030-48791-1_5}, booktitle={Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference. Proceedings of the EANN 2020}, publisher={Springer International Publishing}, author={Schwan, Constanze and Schenck, Wolfram}, editor={Iliadis, Lazaros and Angelov, Plamen Parvanov and Jayne, Chrisina and Pimenidis, EliasEditors}, year={2020}, pages={70–81}, collection={Proceedings of the International Neural Networks Society} }
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| DOI
2020 | Diskussionspapier | FH-PUB-ID: 2778 |
@book{Shah_Müller_Wang_Scheidig_Schneider_Schüttpelz_Huser_Schenck_2020, title={Deep-learning based denoising and reconstruction of super-resolution structured illumination microscopy images}, DOI={https://doi.org/10.1101/2020.10.27.352633}, publisher={Cold Spring Harbor Laboratory}, author={Shah, Zafran Hussain and Müller, Marcel and Wang, Tung-Cheng and Scheidig, Philip Maurice and Schneider, Axel and Schüttpelz, Mark and Huser, Thomas and Schenck, Wolfram}, year={2020} }
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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} }
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| 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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| DOI
2018 | Buchbeitrag | FH-PUB-ID: 1209 |
@inbook{Grünberg_Schenck_2018, place={Cham}, series={Lecture Notes in Computer Science}, title={A Case Study on Benchmarking IoT Cloud Services}, DOI={10.1007/978-3-319-94295-7_28}, booktitle={Cloud Computing – CLOUD 2018}, publisher={Springer International Publishing}, author={Grünberg, Kevin and Schenck, Wolfram}, editor={Luo, Min and Zhang, Liang-JieEditors}, year={2018}, pages={398–406}, collection={Lecture Notes in Computer Science} }
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2017 | Artikel | FH-PUB-ID: 1214
@article{Schenck_Horst_Tiedemann_Gaulik_Möller_2017, title={Comparing parallel hardware architectures for visually guided robot navigation}, volume={29}, DOI={10.1002/cpe.3833}, number={4e3833}, journal={Concurrency and Computation: Practice and Experience}, publisher={Wiley}, author={Schenck, Wolfram and Horst, Michael and Tiedemann, Tim and Gaulik, Sergius and Möller, Ralf}, year={2017} }
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| DOI
2017 | Artikel | FH-PUB-ID: 1210 |
@article{Kunkel_Schenck_2017, title={The NEST Dry-Run Mode: Efficient Dynamic Analysis of Neuronal Network Simulation Code}, volume={11}, DOI={10.3389/fninf.2017.00040}, journal={Frontiers in Neuroinformatics}, publisher={Frontiers Media SA}, author={Kunkel, Susanne and Schenck, Wolfram}, year={2017} }
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2017 | Artikel | FH-PUB-ID: 1211
@article{Schenck_El Sayed_Foszczynski_Homberg_Pleiter_2017, title={Evaluation and Performance Modeling of a Burst Buffer Solution}, volume={50}, DOI={10.1145/3041710.3041714}, number={2}, journal={ACM SIGOPS Operating Systems Review}, publisher={Association for Computing Machinery (ACM)}, author={Schenck, Wolfram and El Sayed, Salem and Foszczynski, Maciej and Homberg, Wilhelm and Pleiter, Dirk}, year={2017}, pages={12–26} }
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| DOI
2017 | Buch als Herausgeber | FH-PUB-ID: 1212 |
@book{Butz_Schenck_van Ooyen_2017, series={Frontiers Research Topics}, title={Anatomy and Plasticity in Large-Scale Brain Models}, DOI={10.3389/978-2-88945-065-7}, publisher={Frontiers Media SA}, year={2017}, collection={Frontiers Research Topics} }
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2016 | Buchbeitrag | FH-PUB-ID: 1215
@inbook{Schenck_El Sayed_Foszczynski_Homberg_Pleiter_2016, place={Cham}, series={Lecture Notes in Computer Science}, title={Early Evaluation of the “Infinite Memory Engine” Burst Buffer Solution}, volume={vol 9945}, DOI={10.1007/978-3-319-46079-6_41}, booktitle={High Performance Computing}, publisher={Springer International Publishing}, author={Schenck, Wolfram and El Sayed, Salem and Foszczynski, Maciej and Homberg, Wilhelm and Pleiter, Dirk}, editor={Taufer, Michela and Mohr, Bernd and Kunkel, Julian M.Editors}, year={2016}, pages={604–615}, collection={Lecture Notes in Computer Science} }
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2016 | Artikel | FH-PUB-ID: 1213 |
@article{Butz_Schenck_van Ooyen_2016, title={Editorial: Anatomy and Plasticity in Large-Scale Brain Models}, volume={10}, DOI={10.3389/fnana.2016.00108}, journal={Frontiers in Neuroanatomy}, publisher={Frontiers Media SA}, author={Butz, Markus and Schenck, Wolfram and van Ooyen, Arjen}, year={2016} }
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2015 | Buchbeitrag | FH-PUB-ID: 1216
@inbook{Adinetz_Baumeister_Böttiger_Hater_Maurer_Pleiter_Schenck_Schifano_2015, place={Cham}, series={Lecture Notes in Computer Science}, title={Performance Evaluation of Scientific Applications on POWER8}, volume={8966}, DOI={10.1007/978-3-319-17248-4_2}, booktitle={High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation}, publisher={Springer International Publishing}, author={Adinetz, Andrew V. and Baumeister, Paul F. and Böttiger, Hans and Hater, Thorsten and Maurer, Thilo and Pleiter, Dirk and Schenck, Wolfram and Schifano, Sebastiano Fabio}, editor={Jarvis, Stephen A. and Wright, Steven A. and Hammond, Simon D.Editors}, year={2015}, pages={24–45}, collection={Lecture Notes in Computer Science} }
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| DOI
2013 | Artikel | FH-PUB-ID: 1217
@article{Schenck_2013, title={Robot studies on saccade-triggered visual prediction}, volume={31}, DOI={10.1016/j.newideapsych.2012.12.003}, number={3}, journal={New Ideas in Psychology}, publisher={Elsevier}, author={Schenck, Wolfram}, year={2013}, pages={221–238} }
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2013 | Artikel | FH-PUB-ID: 1218
@article{Kaiser_Schenck_Möller_2013, title={Solving the correspondence problem in stereo vision by internal simulation}, volume={21}, DOI={10.1177/1059712313488425}, number={4}, journal={Adaptive Behavior}, publisher={SAGE Publications}, author={Kaiser, Alexander and Schenck, Wolfram and Möller, Ralf}, year={2013}, pages={239–250} }
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2012 | Artikel | FH-PUB-ID: 1221
@article{Kaiser_Schenck_Möller_2012, title={COUPLED SINGULAR VALUE DECOMPOSITION OF A CROSS-COVARIANCE MATRIX}, volume={20}, DOI={10.1142/S0129065710002437}, number={04}, journal={International Journal of Neural Systems}, publisher={World Scientific Pub Co Pte Lt}, author={Kaiser, Alexander and Schenck, Wolfram and Möller, Ralf}, year={2012}, pages={293–318} }
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| DOI
2011 | Artikel | FH-PUB-ID: 1219 |
@article{Schenck_Hoffmann_Möller_2011, title={Grasping of extrafoveal targets: A robotic model}, volume={29}, DOI={10.1016/j.newideapsych.2009.07.005}, number={3}, journal={New Ideas in Psychology}, publisher={Elsevier BV}, author={Schenck, Wolfram and Hoffmann, Heiko and Möller, Ralf}, year={2011}, pages={235–259} }
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2011 | Artikel | FH-PUB-ID: 1220 |
@article{Schenck_2011, title={Kinematic motor learning}, volume={23}, DOI={10.1080/09540091.2011.625077}, number={4}, journal={Connection Science}, publisher={Taylor & Francis}, author={Schenck, Wolfram}, year={2011}, pages={239–283} }
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2009 | Buchbeitrag | FH-PUB-ID: 1222
@inbook{Schenck_2009, place={Berlin, Heidelberg}, series={Lecture Notes in Computer Science}, title={Space Perception through Visuokinesthetic Prediction}, volume={5499}, DOI={10.1007/978-3-642-02565-5_14}, booktitle={Anticipatory Behavior in Adaptive Learning Systems}, publisher={Springer}, author={Schenck, Wolfram}, editor={Pezzulo, Giovanni and Butz, Martin V. and Sigaud, Olivier and Baldassarre, GianlucaEditors}, year={2009}, pages={247–266}, collection={Lecture Notes in Computer Science} }
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2008 | Artikel | FH-PUB-ID: 1223 |
@article{Möller_Schenck_2008, title={Bootstrapping Cognition from Behavior-A Computerized Thought Experiment}, volume={32}, DOI={10.1080/03640210802035241}, number={3}, journal={Cognitive Science}, publisher={Wiley}, author={Möller, Ralf and Schenck, Wolfram}, year={2008}, pages={504–542} }
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2007 | Artikel | FH-PUB-ID: 1225
@article{Kollmeier_Röben_Schenck_Möller_2007, title={Spectral contrasts for landmark navigation}, volume={24}, DOI={10.1364/JOSAA.24.000001}, number={1}, journal={Journal of the Optical Society of America A}, publisher={The Optical Society of America}, author={Kollmeier, Thomas and Röben, Frank and Schenck, Wolfram and Möller, Ralf}, year={2007}, pages={1–10} }
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2007 | Buchbeitrag | FH-PUB-ID: 1229
@inbook{Schenck_Möller_2007, place={Berlin, Heidelberg}, series={Lecture Notes in Computer Science}, title={Training and Application of a Visual Forward Model for a Robot Camera Head}, volume={4520}, DOI={10.1007/978-3-540-74262-3_9}, booktitle={Anticipatory Behavior in Adaptive Learning Systems}, publisher={Springer Berlin Heidelberg}, author={Schenck, Wolfram and Möller, Ralf}, editor={Butz, Martin V. and Sigaud, Olivier and Pezzulo, Giovanni and Baldassarre, GianlucaEditors}, year={2007}, pages={153–169}, collection={Lecture Notes in Computer Science} }
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2007 | Artikel | FH-PUB-ID: 1226
@article{Kiefer_Schuch_Schenck_Fiedler_2007, title={Mood States Modulate Activity in Semantic Brain Areas during Emotional Word Encoding}, volume={17}, DOI={10.1093/cercor/bhl062}, number={7}, journal={Cerebral Cortex}, publisher={Oxford University Press (OUP)}, author={Kiefer, Markus and Schuch, Stefanie and Schenck, Wolfram and Fiedler, Klaus}, year={2007}, pages={1516–1530} }
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2007 | Artikel | FH-PUB-ID: 1224 |
@article{Kiefer_Schuch_Schenck_Fiedler_2007, title={Emotion and memory: Event-related potential indices predictive for subsequent successful memory depend on the emotional mood state}, volume={3}, DOI={10.2478/v10053-008-0001-8}, number={3}, journal={Advances in Cognitive Psychology}, publisher={University of Economics and Human Sciences in Warsaw}, author={Kiefer, Markus and Schuch, Stefanie and Schenck, Wolfram and Fiedler, Klaus}, year={2007}, pages={363–373} }
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2005 | Artikel | FH-PUB-ID: 1227
@article{Hoffmann_Schenck_Möller_2005, title={Learning visuomotor transformations for gaze-control and grasping}, volume={93}, DOI={10.1007/s00422-005-0575-x}, number={2}, journal={Biological Cybernetics}, publisher={Springer Science and Business Media LLC}, author={Hoffmann, Heiko and Schenck, Wolfram and Möller, Ralf}, year={2005}, pages={119–130} }
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| DOI
2005 | Artikel | FH-PUB-ID: 1228
@article{Fiedler_Schenck_Watling_Menges_2005, title={Priming Trait Inferences Through Pictures and Moving Pictures: The Impact of Open and Closed Mindsets.}, volume={88}, DOI={10.1037/0022-3514.88.2.229}, number={2}, journal={Journal of Personality and Social Psychology}, publisher={American Psychological Association (APA)}, author={Fiedler, Klaus and Schenck, Wolfram and Watling, Marlin and Menges, Jochen I.}, year={2005}, pages={229–244} }
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| DOI