Fraunhofer ICT Group
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2025 | How to involve society into the ethics of non-invasive brain stimulation? Maier, Moritz Julian; Breuer, J.; Ramasawmy, P.; Antal, A.; Northoff, G.; Oliviero, A.; Carter, A. |
Zeitschriftenaufsatz Journal Article |
| 2025 | On the fidelity versus privacy and utility trade-off of synthetic patient data Adams, Tim; Birkenbihl, Colin; Otte, Karen; Ng, Hwei Geok; Rieling, Jonas Adrian; Näher, Anatol-Fiete; Sax, Ulrich; Prasser, Fabian; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2025 | Predicting dementia in people with Parkinson’s disease Aborageh, Mohamed; Hähnel, Tom; Martins Conde, Patricia; Klucken, Jochen; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2025 | Trust at every step: Embedding trust quality gates into the visual data exploration loop for machine learning-based clinical decision support systems Antweiler, Dario; Fuchs, Georg |
Zeitschriftenaufsatz Journal Article |
| 2025 | Structure-preserving frequency analysis and linearization of spatially discrete rotating systems Ruhwedel, Tobias |
Dissertation Doctoral Thesis |
| 2025 | Development of a toolchain for robust Sim2Real transfer of learning-based robotics applications Wrede, Konstantin; Jain, Vineeta; Dehmel, Martin; Hartmann, Nick; Lange, Robert |
Konferenzbeitrag Conference Paper |
| 2025 | Fostering non-intrusive load monitoring for smart energy management in industrial applications: an active machine learning approach Fabri, Lukas; Leuthe, Daniel; Schneider, Lars-Manuel; Wenninger, Simon |
Zeitschriftenaufsatz Journal Article |
| 2025 | Electro-optic sampling of classical and quantum light Benea-Chelmus, Ileana-Cristina; Faist, Jérôme; Leitenstorfer, Alfred; Moskalenko, Andrey S.; Pupeza, Ioachim; Seletskiy, Denis V.; Vodopyanov, Konstantin L. |
Zeitschriftenaufsatz Journal Article |
| 2025 | New trends in applied machine intelligence Humm, Bernhard G.; Blum, Lothar B.; Busse, Johannes; Decher, Sophie; Dembach, Michael; Goetz, Christian; Hoppe, Thomas; Kaupp, Lukas; Schwerk, Anne; Seidlmayer, Eva; Siegel, Melanie; Wenning, Rigo; Zender, Alexander |
Zeitschriftenaufsatz Journal Article |
| 2025 | Unstructured Data in Process Mining: A Systematic Literature Review König, Fabian; Egger, Andreas; Kratsch, Wolfgang; Röglinger, Maximilian; Wördehoff, Niklas |
Zeitschriftenaufsatz Journal Article |
| 2025 | Implementing Generative AI Chatbots Busch, Moritz; Collarana Vargas, Diego; Decker, Stefan; Eymann, Torsten; Gutheil, Niklas; Keller, Robert; Kühl, Niklas; Lange-Bever, Christoph; Mayer, Valentin; Morad, Milad; Pöllath, Larissa; Röglinger, Maximilian; Sharma, Richa; Urbach, Nils |
Paper |
| 2025 | Case ID Revealed HERE: Hybrid Elusive Case Repair Method for Transformer-Driven Business Process Event Log Enhancement Zetzsche, Felix; Andrews, Robert; Hofstede, Arthur H.M. ter; Röglinger, Maximilian; Schmid, Sebastian Johannes; Wynn, Moe Thandar |
Zeitschriftenaufsatz Journal Article |
| 2025 | Estimating the causal impact of non-pharmaceutical interventions on COVID-19 spread in seven EU countries via machine learning Guski, Jannis; Botz, Jonas; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2025 | Multiphoton 3D lithography Skliutas, Edvinas; Merkininkaitė, Greta; Maruo, Shoji; Wenxin, Zhang; Wenyuan, Chen; Deng, Weiting; Greer, Julia; Freymann, Georg von; Malinauskas, Mangirdas |
Zeitschriftenaufsatz Journal Article |
| 2025 | Mind the road: attention related neuromarkers during automated and manual simulated driving captured with a new mobile EEG sensor system Scanlon, Joanna Elizabeth Mary; Küppers, Daniel; Büürma, Anneke; Winneke, Axel Heinrich |
Zeitschriftenaufsatz Journal Article |
| 2025 | Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems Saha Roy, Rishiraj; Schlotthauer, Joel; Hinze, Chris; Foltyn, Andreas; Hahn, Luzian; Küch, Fabian |
Konferenzbeitrag Conference Paper |
| 2025 | RAGONITE: Iterative Retrieval on Induced Databases and Verbalized RDF for Conversational QA over KGs with RAG Saha Roy, Rishiraj; Hinze, Chris; Schlotthauer, Joel; Naderi, Farzad; Hangya, Viktor; Foltyn, Andreas; Hahn, Luzian; Küch, Fabian |
Konferenzbeitrag Conference Paper |
| 2025 | Variance-maximizing acoustic dimensions for machine learning-based soundscape assessment Bergner, Jakob; Masovic, Drasko; Sladeczek, Christoph; Bös, Joachim |
Konferenzbeitrag Conference Paper |
| 2025 | Extension of the auditory information in time-frequency representations of audio signals for machine learning applications Masovic, Drasko; Bergner, Jakob; Hock, Kevin; Sladeczek, Christoph; Bös, Joachim |
Konferenzbeitrag Conference Paper |
| 2025 | NeuroSensEar: Neuromorphic acoustic sensing for the high-performance hearing aids of tomorrow Lenk, Claudia; He, Yuxuan; Hosseini, Alirheza; Zheng, Fan; Mukherjee, Aayushmi; Abeßer, Jakob; Jaurigue, Lina; Lüdge, Kathy; Raake, Alexander; Ivanov, Tzvetan; Pieper, Iko; Fritzsche, Paul; Küller, Jan; Beer, Daniel; Schöneich, Stefan; Nowotny, Manuela; Uziel, Sebastian; Hutschenreuther, Tino; Ziegler, Martin |
Konferenzbeitrag Conference Paper |
| 2025 | A User‐Centric Approach to Reliable Automated Flow Cytometry Data Analysis for Biomedical Applications Popp, Georg; Jöckel, Lisa; Kläs, Michael; Wiener, Thomas; Hilger, Nadja; Groß, Janek; Stumpf, Nils; Dünkel, Anna; Blache, Ulrich; Fricke, Stephan; Franz, Paul |
Zeitschriftenaufsatz Journal Article |
| 2025 | Design principles for process improvement and innovation systems Moder, Linda; Fehrer, Tobias; Röglinger, Maximilian |
Zeitschriftenaufsatz Journal Article |
| 2025 | A Comprehensive Suite of Open-Source Reference Tools for MPEG-I Applications: MPEG-I Scene Description and V3C Immersive Platform Allié, Valérie; Bouazizi, Imed; Duval, Nils; Faivre d'Arcier, Etienne; Filoche, Thierry; Fontaine, Patrick; Kroon, Bart; Stockhammer, Thomas; Silhavy, Daniel; Gimenez, Jordi J. |
Konferenzbeitrag Conference Paper |
| 2025 | SugarViT - Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet Günder, Maurice; Ispizua Yamati, Facundo Ramón; Barreto, Abel; Mahlein, Anne-Katrin; Sifa, Rafet; Bauckhage, Christian |
Zeitschriftenaufsatz Journal Article |
| 2025 | Comparing Scientific Machine Learning with Population Pharmacokinetic and Classical Machine Learning Approaches for Prediction of Drug Concentrations Valderrama Nino, Diego Felipe; Teplytska, Olga; Koltermann, Luca Marie; Trunz, Elena; Schmulenson, Eduard; Fritsch, Achim; Jaehde, Ulrich; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2025 | Report of TWG IoT & Edge: Landscape of Edge Computing Standards | V.2 Karagiannis, Georgios; Campbell, Noleen; Robles, Maria Ines; Wetterwald, Michelle; Voutyras, Orfeas; Kung, Antonio; Frost, Lindsay; Suciu, George; Gyrard, Amelié; Gayko, Jens; Rennoch, Axel; Zimmermann, Edward C.; Carugi, Marco; Suo, Amanda; Zhang, XiaoRui; Pitwon, Richard; Perey, Christine; Lingbo, Kong; Bin, Shen; Medjiah, Samir; Filipovic, Damir; Raggett, Dave; Stathakarou, Natalia; Zaccaria, Alissa; Petrache, Ana; Hovstø, Asbjørn; Krukowski, Artur; Kopertowski, Zbigniew |
Bericht Report |
| 2025 | Mind the naive forecast! a rigorous evaluation of forecasting models for time series with low predictability Beck, Nico; Dovern, Jonas; Vogl, Stefanie |
Zeitschriftenaufsatz Journal Article |
| 2025 | Geometrical shape learning as basis for compact microstructure representations and microstructure-properties linkages Iza Teran, Victor Rodrigo; Steffes-lai, Daniela; Morand, Lukas |
Zeitschriftenaufsatz Journal Article |
| 2025 | UAV-based person re-identification: A survey of UAV datasets, approaches, and challenges Albaluchi, Yousaf; Fu, Biying; Ramachandra, Raghavendra; Damer, Naser; Raja, Kiran |
Zeitschriftenaufsatz Journal Article |
| 2025 | Symposium on Scaling AI Assessments, SAIA 2024 | Tagungsband Conference Proceeding |
| 2025 | A Taxonomy for Process Improvement and Innovation Systems Fehrer, Tobias; Moder, Linda; Röglinger, Maximilian |
Zeitschriftenaufsatz Journal Article |
| 2025 | Measuring time series heterogeneity for global learning Sonnleitner, Benedikt |
Zeitschriftenaufsatz Journal Article |
| 2025 | Optimizing Cooling System Operations with Informed ML and a Digital Twin Wallner, Steffen; Bernard, Thomas; Kühnert, Christian |
Aufsatz in Buch Book Article |
| 2025 | Generative Artificial Intelligence in Higher Education: Mediating Learning for Literacy Development Honigsberg, Sarah; Watkowski, Laura; Drechsler, Andreas |
Zeitschriftenaufsatz Journal Article |
| 2025 | Evaluating Segmentation of Human Body Parts Across Datasets Kühn, Julius; Pöllabauer, Thomas; Hartmann, Alexander; Kuijper, Arjan |
Konferenzbeitrag Conference Paper |
| 2025 | Strike the Balance: On-the-Fly Uncertainty Based User Interactions for Long-Term Video Object Segmentation Vujasinovic, Stéphane; Becker, Stefan; Bullinger, Sebastian; Scherer-Negenborn, Norbert; Arens, Michael; Stiefelhagen, Rainer |
Konferenzbeitrag Conference Paper |
| 2025 | Sensor-Based Activity Recognition and Artificial Intelligence | Tagungsband Conference Proceeding |
| 2025 | Comparative Analysis of Voice Conversion in German Schäfer, Karla; Choi, Jeong-Eun; Steinebach, Martin |
Konferenzbeitrag Conference Paper |
| 2025 | Can Large Language Models (LLMs) Compete with Human Requirements Reviewers? - Replication of an Inspection Experiment on Requirements Documents Seifert, Daniel; Jöckel, Lisa; Trendowicz, Adam; Ciolkowski, Marcus; Honroth, Thorsten; Jedlitschka, Andreas |
Konferenzbeitrag Conference Paper |
| 2025 | Evaluation of TransUNet for the Segmentation of Retinal Structures in OCT-A Schüßler, Leonie; Hertlein, Anna-Sophia; Schuster, Alexander K.; Wesarg, Stefan |
Konferenzbeitrag Conference Paper |
| 2025 | Explainable Machine Learning Methods for Anomaly Detection in Data Quality Assurance Widjaja, Raynard |
Master Thesis |
| 2025 | Applying Concept-Based Models for Enhanced Safety Argumentation - Summary Costa de Araujo, João Paulo; Balu, Balahari; Reichmann, Eik; Kelly, Jessica; Kugele, Stefan; Mata, Núria; Grunske, Lars |
Konferenzbeitrag Conference Paper |
| 2025 | Digital Methods for the Fatigue Assessment of Engineering Steels Fliegener, Sascha; Rosenberger, Johannes; Luke, Michael; Francisco Morgado, Joana; Kobialka, Hans-Ulrich; Domínguez, José Manuel; Kraft, Torsten; Tlatlik, Johannes |
Zeitschriftenaufsatz Journal Article |
| 2025 | KVC-onGoing: Keystroke Verification Challenge Stragapede, Giuseppe; Vera-Rodriguez, Ruben; Tolosana, Ruben; Morales, Aythami; DeAndres-Tame, Ivan; Damer, Naser; Fierrez, Julian; Ortega-Garcia, Javier; Acien, Alejandro; Gonzalez, Nahuel; Shadrikov, Andrei; Gordin, Dmitrii; Schmitt, Leon; Wimmer, Daniel; Großmann, Christoph; Krieger, Joerdis; Heinz, Florian; Krestel, Ron; Mayer, Christoffer; Haberl, Simon; Gschrey, Helena; Yamagishi, Yosuke; Wickramanayake, Sandareka; Saha, Sanjay; Rasnayaka, Sanka; Gutfeter, Weronika; Sim, Terence; Baran, Adam; Krzysztoń, Mateusz; Jaskóła, Przemysław |
Zeitschriftenaufsatz Journal Article |
| 2025 | Hyperspectral data compression and its impact on spectral signatures of water bodies Küster, Jannick; Groß, Wolfgang; Schreiner, Simon; Michel, Andreas; Heizmann, Michael |
Konferenzbeitrag Conference Paper |
| 2025 | Predictive Two-Level Energy Management for the Energetic Optimization of Multi-Family Houses and Districts Wunsch, Andreas; Wallner, Steffen; Hörter, Tobias; Bernard, Thomas |
Meeting Abstract |
| 2025 | [ai]deation - GenAI-Based Collaborative Service Innovation Noack, Carl Alexander; Mackensen, Jan; Guhl, Jakob; Zowalla, Richard; Bienzeisler, Bernd; Neuhüttler, Jens |
Konferenzbeitrag Conference Paper |
| 2025 | End-to-End Probabilistic Geometry-Guided Regression for 6DoF Object Pose Estimation Pöllabauer, Thomas; Li, Jiayin; Knauthe, Volker; Berkei, Sarah; Kuijper, Arjan |
Konferenzbeitrag Conference Paper |
| 2025 | AutoQML: A Framework for Automated Quantum Machine Learning Roth, Marco; Kreplin, David; Basilewitsch, Daniel; Bravo, João; Klau, Dennis; Marinov, Milan; Pranjic, Daniel; Stühler, Horst; Willmann, Moritz; Zöller, Marc-André |
Paper |
| 2025 | Advanced Post-processing for Object Detection Dataset Generation Pöllabauer, Thomas; Berkei, Sarah; Knauthe, Volker; Kuijper, Arjan |
Konferenzbeitrag Conference Paper |
| 2025 | FX-MAD: Frequency-Domain Explainability and Explainability-Driven Unsupervised Detection of Face Morphing Attacks Huber, Marco; Neto, Pedro C.; Sequeira, Ana F.; Damer, Naser |
Konferenzbeitrag Conference Paper |
| 2025 | CARAG: A Context-Aware Retrieval Framework for Fact Verification, Integrating Local and Global Perspectives of Explainable AI Vallayil, Manju; Nand, Parma; Yan, Weiqi; Allende-Cid, Héctor; Vamathevan, Thamilini |
Zeitschriftenaufsatz Journal Article |
| 2025 | Quantum Multi-Agent Reinforcement Learning for Aerial Ad-Hoc Networks Dragan, Theodora-Augustina; Tandon, Akshat; Haider, Tom; Strobel, Carsten; Krauser, Jasper Simon; Lorenz, Jeanette Miriam |
Konferenzbeitrag Conference Paper |
| 2025 | Fraunhofer SIT at GenAI Detection Task 1: Adapter Fusion for AI-generated Text Detection Schäfer, Karla; Steinebach, Martin |
Konferenzbeitrag Conference Paper |
| 2025 | Towards a Hybrid Human-Machine Discovery of Complex Movement Patterns Andrienko, Natalia; Andrienko, Gennady; Artikis, Alexander; Mantenoglou, Periklis; Rinzivillo, Salvatore |
Konferenzbeitrag Conference Paper |
| 2025 | μYOLO: Towards Single-Shot Object Detection on Microcontrollers Deutel, Mark; Mutschler, Christopher; Teich, J̈ürgen |
Konferenzbeitrag Conference Paper |
| 2025 | Optimizing microwave ablation planning with the ablation success ratio Neizert, Christina Ann; Do, H. N.C.; Zibell, Miriam; Sinden, David; Rieder, Christian; Albrecht, Jakob; Niehues, Stefan Markus; Lehmann, Kai Siegfried; Poch, Franz Gerd Martin |
Zeitschriftenaufsatz Journal Article |
| 2025 | Rendering Representations for Scene Composition using Gaussian Splatting Hagemeister, Vicky |
Master Thesis |
| 2025 | Prediction of stock prices with automated reinforced learning algorithms Yasin, Said; Paschke, Adrian; Al Qundus, Jamal |
Zeitschriftenaufsatz Journal Article |
| 2025 | Transparency Distortion Robustness for SOTA Image Segmentation Tasks Knauthe, Volker; Rak, Arne; Wirth, Tristan; Pöllabauer, Thomas; Metzler, Simon; Kuijper, Arjan; Fellner, Dieter |
Konferenzbeitrag Conference Paper |
| 2025 | Assessing the impacts of energy sharing on low voltage distribution networks: Insights into electrification and electricity pricing in Germany Lersch, Jonathan; Tang, Rui; Weibelzahl, Martin; Weißflog, Jan; Wu, Ziyan |
Zeitschriftenaufsatz Journal Article |
| 2025 | Evaluating Dimensions of AI Transparency: A Comparative Study of Standards, Guidelines, and the EU AI Act (Academic Track) Genovesi, Sergio; Haimerl, Martin; Merget, Iris; Prange, Samantha Morgaine; Obert, Otto; Wolf, Susanna; Ziehn, Jens |
Konferenzbeitrag Conference Paper |
| 2025 | Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance Anneken, Mathias; Burkart, Nadia; Jeschke, Fabian; Kuwertz-Wolf, Achim; Müller, Almuth; Schumann, Arne; Teutsch, Michael |
Paper |
| 2025 | A methodology for evaluating feature selection and clustering methods with project-specific requirements Linde, Hendrik von; Riedel, Oliver |
Zeitschriftenaufsatz Journal Article |
| 2025 | Detection of Spatio-temporal Patterns in Medical Image Stacks Zerweck, Lukas Benjamin |
Dissertation Doctoral Thesis |
| 2025 | Optimal 2D-LiDAR-Sensor Coverage of a Room D’Avis, Noel; Faquiri, Silvia |
Konferenzbeitrag Conference Paper |
| 2025 | Data Drift Detection in Network Data Feil, Alexander |
Master Thesis |
| 2025 | Improving Zero-Shot Template-Based 6D Pose Estimation with Geometric Features Pöllabauer, Thomas; Weyel, Johannes Harro; Knauthe, Volker; Berkei, Sarah; Kuijper, Arjan |
Konferenzbeitrag Conference Paper |
| 2025 | TETRA - the Toolbox and mEthodology for waTeR based AI projects Zenner, Maximilian; Hellmund, Tobias; Moßgraber, Jürgen |
Meeting Abstract |
| 2025 | Resource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models Deußer, Tobias; Hahnbück, Max; Uelwer, Tobias; Zhao, Cong; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2025 | Guide to the implementation of AI projects Kutzias, Damian; Dukino, Claudia; Leuteritz, Jan-Paul |
Studie Study |
| 2025 | Investigating the Regularization of Deep Neural Networks for Affect Recognition with Relevance-Guided Local Explanations Rieger, Ines |
Konferenzbeitrag Conference Paper |
| 2025 | Towards Integrating ChatGPT into Satellite Image Annotation Workflows. A Comparison of Label Quality and Costs of Human and Automated Annotators Beck, Jacob; Kemeter, Lukas Malte; Dürrbeck, Konrad; Abdalla, Mohamed Hesham Ibrahim; Kreuter, Frauke |
Zeitschriftenaufsatz Journal Article |
| 2025 | FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection Ozgur, Guray; Loureiro Caldeira, Maria Eduarda; Chettaoui, Tahar; Boutros, Fadi; Ramachandra, Raghavendra; Damer, Naser |
Konferenzbeitrag Conference Paper |
| 2025 | MultiProp Framework: Ensemble Models for Enhanced Cross-Lingual Propaganda Detection in Social Media and News using Data Augmentation, Text Segmentation, and Meta-Learning Aldabbas, Farizeh; Ashraf, Shaina; Sifa, Rafet; Flek, Lucie |
Konferenzbeitrag Conference Paper |
| 2025 | Data-driven fatigue assessment of welded steel joints based on transfer learning Schubnell, Jan; Fliegener, Sascha; Rosenberger, Johannes; Feth, Sascha; Braun, Moritz; Beiler, Marten; Baumgartner, Jörg |
Zeitschriftenaufsatz Journal Article |
| 2025 | Application of Infrared Thermography and Artificial Intelligence in Healthcare: A Systematic Review of Over a Decade (2013-2024) Vicnesh, Jahmunah; Salvi, Massimo; Hagiwara, Yuki; Hah, Yan Yee; Mir, Hasan; Barua, Prabal Datta; Chakraborty, Subrata; Molinari, Filippo; Acharya, Rajendra U. |
Zeitschriftenaufsatz Journal Article |
| 2025 | Evaluating robotic actions Lingelbach, Katharina; Rips, Jennifer; Karstensen, Lennart; Mathis-Ullrich, Franziska; Vukelic, Mathias |
Zeitschriftenaufsatz Journal Article |
| 2025 | Multilingual Automatic Phonetic Transcription - a Linguistic Investigation of its Performance on German and Approaches to Improving the State of the Art Bystrich, Tobias |
Master Thesis |
| 2025 | Could transparent model cards with layered accessible information drive trust and safety in health AI? Gilbert, Stephen; Adler, Rasmus; Holoyad, Taras; Weicken, Eva |
Zeitschriftenaufsatz Journal Article |
| 2025 | Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging Saldanha, Oliver Lester; Zhu, Jiefu; Muller-Franzes, Gustav Anton; Carrero, Zunamys Itzell; Payne, Nicholas R.; Escudero Sanchez, Lorena; Varoutas, Paul Christophe; Kyathanahally, Sreenath Pruthviraj; Ghaffari Laleh, Narmin; Pfeiffer, Kevin; Ligero, Marta; Behner, Jakob; Abdullah, Kamarul Amin; Apostolakos, Georgios; Kolofousi, Chrysafoula; Kleanthous, Antri; Kalogeropoulos, Michael; Rossi, Cristina; Nowakowska, Sylwia; Athanasiou, Alexandra; Perez-Lopez, Raquel; Mann, Ritse M.; Veldhuis, Wouter Bernard; Camps, Julia; Schulz, Volkmar; Wenzel, Markus; Morozov, Sergey Pavlovich; Ciritsis, Alexander P.; Kuhl, Christiane K.; Gilbert, Fiona J.; Truhn, Daniel; Kather, Jakob Nikolas |
Zeitschriftenaufsatz Journal Article |
| 2025 | Evaluation of early student performance prediction given concept drift Sonnleitner, Benedikt; Madou, Tom; Deceuninck, Matthias; Theodosiou, Filotas; Sagaert, Yves R. |
Zeitschriftenaufsatz Journal Article |
| 2025 | Automatic Retrieval of Indicator Sounds for Acoustic Geo-Tagging Abeßer, Jakob |
Poster |
| 2025 | Modeling, parametrizing, and simulating a DEM-based soil model for industrial applications Emmerich, Sebastian; Franosch, Georg; Burger, Michael; Ullrich, Anita; Quist, Johannes |
Zeitschriftenaufsatz Journal Article |
| 2025 | LLM Sensitivity Challenges in Abusive Language Detection: Instruction-Tuned vs. Human Feedback Zhang, Yaqi; Hangya, Viktor; Fraser, Alexander |
Konferenzbeitrag Conference Paper |
| 2025 | Addressing a new Paradigm Shift: An Empirical Study on Novel Project Characteristics for Foundation Model Projects Giesselbach, Sven; Wegener, Dennis; Helmer, Lennard; Martens, Claudio; Rüping, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2025 | BrownViTNet: Hybrid CNN-Vision Transformer Model for the Classification of Brownfields in Aerial Imagery Dürrbeck, Konrad; Lasker, Asifuzzaman; Gollapalli, Sai Kiran Srivatsav; Ghosh, Mridul; Sk, Md Obaidullah; Fischer, Roland |
Zeitschriftenaufsatz Journal Article |
| 2025 | Are we there yet? Analyzing the Role of Access Distance in Carsharing in Small Urban Areas Albrecht, Tobias; Keller, Robert; Röglinger, Maximilian; Röhrich, Felix |
Zeitschriftenaufsatz Journal Article |
| 2025 | Influence of Water Droplet Contamination for Transparency Segmentation Knauthe, Volker; Weitz, Paul; Pöllabauer, Thomas; Wirth, Tristan; Rak, Arne; Kuijper, Arjan; Fellner, Dieter |
Konferenzbeitrag Conference Paper |
| 2025 | Resilient smart services Guhl, Jakob; Neuhüttler, Jens |
Zeitschriftenaufsatz Journal Article |
| 2025 | AITwin: A Uniform Digital Twin Interface for Artificial Intelligence Applications Diedrich, Alexander; Kühnert, Christian; Maier, Georg; Schraven, Joshua; Niggemann, Oliver |
Aufsatz in Buch Book Article |
| 2025 | DustNet++: Deep Learning-Based Visual Regression for Dust Density Estimation Michel, Andreas; Weinmann, Martin; Küster, Jannick; AlNasser, Faisal; Gomez, Tomas; Falvey, Mark; Schmitz, Rainer; Hinz, Stefan; Middelmann, Wolfgang |
Zeitschriftenaufsatz Journal Article |
| 2025 | Informed Machine Learning | Sammelband Anthology |
| 2025 | Utilizing Data Fingerprints for Privacy-Preserving Algorithm Selection in Time Series Classification Böcking, Lars; Müller, Leopold Johann; Kühl, Niklas |
Konferenzbeitrag Conference Paper |
| 2025 | Context-Aware Tomato Leaf Disease Detection Using Deep Learning in an Operational Framework Karimanzira, Divas |
Zeitschriftenaufsatz Journal Article |
| 2025 | Explaining quantum circuits with Shapley values: towards explainable quantum machine learning Heese, Raoul; Gerlach, Thore Thassilo; Mücke, Sascha; Müller, Sabine; Jakobs, Matthias; Piatkowski, Nico |
Zeitschriftenaufsatz Journal Article |
| 2025 | Continuous Auditing Based Conformity Assessment for AI Systems: A Proof-of-Concept Evaluation Knoblauch, Dorian; Shrestha, Abhishek |
Konferenzbeitrag Conference Paper |
| 2025 | Evaluating Coreset Methods to enhance Hyperparameter Tuning Efficiency Hoebelt, Dennis |
Master Thesis |
| 2025 | From Challenges to Solution Pathways for Industrial Data Ecosystems - A Socio-technical Perspective Brechtel, Marc; Petrik, Dimitri; Hölzle, Katharina |
Konferenzbeitrag Conference Paper |
| 2025 | Switched Systems in Coq for Modeling Periodic Controllers Aleksandrov, Andrei; Völlinger, Kim |
Konferenzbeitrag Conference Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica