Fraunhofer-Verbund IUK-Technologie
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 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 | Comparative Analysis of Voice Conversion in German Schäfer, Karla; Choi, Jeong-Eun; Steinebach, Martin |
Konferenzbeitrag Conference Paper |
| 2025 | AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition Boutros, Fadi; Štruc, Vitomir; Damer, Naser |
Konferenzbeitrag Conference Paper |
| 2025 | Evaluating the Effectiveness of Memory Safety Sanitizers Vintila, Emanuel; Zieris, Philipp; Horsch, Julian |
Konferenzbeitrag Conference Paper |
| 2025 | Model compression techniques in biometrics applications: A survey Caldeira, Eduarda; Neto, Pedro C.; Huber, Marco; Damer, Naser; Sequeira, Ana F. |
Zeitschriftenaufsatz Journal Article |
| 2025 | Andromeda: A model-connected framework for safety assessment and assurance Retouniotis, Athanasios; Papadopoulos, Yiannis; Sorokos, Ioannis |
Zeitschriftenaufsatz Journal Article |
| 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 | Automated generation of deployment descriptors for managing microservices-based applications in the cloud to edge continuum DesLauriers, James; Kovacs, Jozsef; Kiss, Tamas; Stork, Andre; Pena Serna, Sebastian; Ullah, Amjad |
Zeitschriftenaufsatz Journal Article |
| 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 | Generative AI in the context of assistive technologies: Trends, limitations and future directions Fu, Biying; Hadid, Abdenour; Damer, Naser |
Zeitschriftenaufsatz Journal Article |
| 2024 | Dataspace-enabled Analytics - Scope, Opportunities and Challenges Gillmann, Christina; Arnold, Benedikt Tobias; Sharma, Richa; Greiner, Benjamin; Lange-Bever, Christoph; Decker, Stefan |
Paper |
| 2024 | KI-LOK - Prüfverfahren für KI-basierte Komponenten im Eisenbahnbetrieb Großmann, Jürgen; Kharma, Sami; Knoblauch, Dorian; Beiker, Henry; Viehmann, Johannes |
Bericht Report |
| 2024 | An ensemble deep learning models approach using image analysis for cotton crop classification in AI-enabled smart agriculture Shahid, Muhammad Farrukh; Khanzada, Tariq J.S.; Aslam, Muhammad Ahtisham; Hussain, Syed Shehroz; Baowidan, Souad Ahmad; Ashari, Rehab Bahaaddin |
Zeitschriftenaufsatz Journal Article |
| 2024 | Towards Green Video: Energy-Saving Potentials in Streaming Seeliger, Robert; Lasak, Martin; Güclü, Görkem; Arbanowski, Stefan; Steglich, Stephan |
Konferenzbeitrag Conference Paper |
| 2024 | Leveraging quantum uncertainty: Quantum randomness through the lens of classical communication networks Das, Siddharth; Krause, Stefan; Giering, Kay-Uwe; Pousa, Ricardo J.B.; Bassoli, Riccardo; Fitzek, Frank |
Zeitschriftenaufsatz Journal Article |
| 2024 | Künstliche Intelligenz in der Schlachtung Brecht, Rüdiger; Jentsch, Marc; Norz, Maximilian; Schäffer, Patric |
Paper |
| 2024 | A consumer-satisfaction model to foster consumer participation in digital sustainable energy systems Heinrich, Theresa; Wagon, Felix; Weibelzahl, Martin |
Zeitschriftenaufsatz Journal Article |
| 2024 | ConfRank: Improving GFN-FF Conformer Ranking with Pairwise Training Hölzer, Christian; Oerder, Rick Benedikt; Grimme, Stefan; Hamaekers, Jan |
Zeitschriftenaufsatz Journal Article |
| 2024 | DaWiK - Ein KI-gestützter Ansatz für digitales Wissens- und Kompetenzmanagement Scheuvens, Malte; Mozer, Pia; Fuchs, Benedikt; Dworschak, Bernd; Ansari, Fazel; Hölzle, Katharina |
Zeitschriftenaufsatz Journal Article |
| 2024 | AI Robustness Against Attacks in City-Scale Autonomous Drone Deployments Ottun, Abdul-Rasheed; Akintola, Adeyinka; Liyanage, Mohan; Boerger, Michell; Hui, Pan; Tarkoma, Sasu; Tcholtchev, Nikolay Vassilev; Nurmi, Petteri; Flores, Huber |
Zeitschriftenaufsatz Journal Article |
| 2024 | Towards Linking Local and Global Explanations for AI Assessments with Concept Explanation Clusters Haedecke, Elena Gina; Akila, Maram; Rüden, Laura von |
Konferenzbeitrag Conference Paper |
| 2024 | Die Roadmap zum Smart Hospital Lückerath, Daniel; Albiez, Daniela; Reibel, Thomas; Jovy-Klein, Florian; Sander, Jil; Salge, Torsten Oliver; Bures, Dominik; Antweiler, Dario; Diehl, Anke; Stead, Susan; Antons, David; Malich, Christine |
Paper |
| 2024 | Potentials and needs of the quantum computing-ecosystem Loos, Sabine; Bickert, Felix; Dotzel, Marius; Tutschku, Christian Klaus; Kaiser, Simone |
Studie Study |
| 2024 | Weather as a driver of the energy transition - present and emerging perspectives of energy meteorology Schroedter-Homscheidt, Marion; Dobschinski, Jan; Emeis, Stefan; Heinemann, Detlev; Meilinger, Stefanie |
Zeitschriftenaufsatz Journal Article |
| 2024 | The influence of experimental imperfections on photonic GHZ state generation Wiesner, Fabian; Chrzanowski, Helen M.; Pieplow, Gregor; Schröder, Tim; Pappa, Anna; Wolters, Janik |
Zeitschriftenaufsatz Journal Article |
| 2024 | Resilience of lattice-based Cryptosystems to Quantum Attacks Köppl, Tobias; Zander, René; Tcholtchev, Nikolay Vassilev |
Konferenzbeitrag Conference Paper |
| 2024 | A Portfolio Management Method for Process Mining-Enabled Business Process Improvement Projects Fischer, Dominik; Marcus, Laura; Röglinger, Maximilian |
Zeitschriftenaufsatz Journal Article |
| 2024 | Enhancing Software Security Analysis: Targeted Test Case Generation through Constraint Solving in Interactive Application Security Testing Barakat, Ramon; Weiß, Paul; Schneider, Martin A.; Kraus, Roman; Blanckenburg, Jasper von |
Konferenzbeitrag Conference Paper |
| 2024 | Towards an Evaluation Methodology of ML Systems from the Perspective of Robustness and Data Quality Gala, Viraj Rohit; Schneider, Martin; Vogt, Marvin |
Konferenzbeitrag Conference Paper |
| 2024 | Micro Core Networks Assessment in the Cloud-Native Beyond 5G/6G Mobile Network Operator Deployments Context Corici, Marius-Iulian; Zope, Hemant; Magedanz, Thomas; Kurata, Masayuki; Suzuki, Masaki |
Konferenzbeitrag Conference Paper |
| 2024 | Analyzing the baseline for harmonized standards - a systematic review of standards on bias and data quality Schmitz, Anna; Poretschkin, Maximilian |
Konferenzbeitrag Conference Paper |
| 2024 | LLMs and Memorization: On Quality and Specificity of Copyright Compliance Müller, Felix Benjamin; Görge, Rebekka; Bernzen, Anna K.; Pirk, Janna C.; Poretschkin, Maximilian |
Konferenzbeitrag Conference Paper |
| 2024 | Sharing for Caring? A Patients’ and Clinicians’ View on Handling Personal Medical Data in the Context of Digitization: An Exploratory Study Frank, Kevin; Mengesdorf, Thorsten; Radic, Marija; Herrmann, Philipp; Appenzeller, Arno; Mucha, Henrik; Orak, Berna; Spiecker gen. Döhmann, Indra; Rüping, Stefan; Burkhardt, Harald; Köhm, Michaela; Dauth, Stephanie |
Zeitschriftenaufsatz Journal Article |
| 2024 | Integrating Cloud Computing, Bayesian Optimization, and Neural-Additive Modeling for Enhanced CAM Systems in 5-Axis Milling Rudel, Viktor; Vinogradov, Georg; Ganser, Philipp; Bergs, Thomas; Vahl, Christopher; Frings, Markus; König, Valentina; Schambach, Maximilian; Dietzel, Stefan; Königs, Michael |
Zeitschriftenaufsatz Journal Article |
| 2024 | Building a generative AI showroom for foundation models with different modalities Stein, Benny Jörg; Beck, Niklas; Becker, Daniel; Wegener, Dennis |
Konferenzbeitrag Conference Paper |
| 2024 | Benchmarking Multipartite Entanglement Generation with Graph States Zander, René; Becker, Colin Kai-Uwe |
Zeitschriftenaufsatz Journal Article |
| 2024 | AI-enabled information systems: Teaming up with intelligent agents in networked business Hofmann, Peter; Urbach, Nils; Lanzl, Julia; Desouza, Kevin C. |
Zeitschriftenaufsatz Journal Article |
| 2024 | Acoustic insights into the corn extrusion process for enhanced quality control Gourishetti, Saichand; Chauhan, Jaydeep; Krüger, Tanja; Grollmisch, Sascha; Liebetrau, Judith; Bös, Joachim |
Konferenzbeitrag Conference Paper |
| 2024 | A Survey on Multivariate Time Series Imputation Using Adversarial Learning Richter, Anna; Ijaradar, Jyotirmaya; Wetzker, Ulf; Jain, Vineeta; Frotzscher, Andreas |
Zeitschriftenaufsatz Journal Article |
| 2024 | Evaluating privacy, security, and trust perceptions in conversational AI: A systematic review Leschanowsky, Anna Katharina; Rech, Silas; Popp, Birgit; Bäckström, Tom |
Zeitschriftenaufsatz Journal Article |
| 2024 | Livable Smart Spaces Palalic, Tanja; Fischer-Pressler, Diana; Kutz, Janika; Hermanns, Frank; Chow, Pau-Y. |
Studie Study |
| 2024 | Predictability of the operating behaviour of different types of heat pump systems Dobschinski, Jan; Jost, Dominik; Girón Cruz, Pedro José; Goldmaier, Ann-Katrin; Hollermann, Dinah Elena; Rodriguez Santiago, Juan |
Konferenzbeitrag Conference Paper |
| 2024 | Comparing the Impact of AI-Based versus Standard Load Profiles in ANN State Estimation Training in a Real Distribution Grid Jurczyk, Kristina; Riedl, Leonie; Dipp, Marcel; Heck, Paul David; Schäfermeier, Bastian; Gerhards, Ben; Gildehaus, Luka; Maksimovic Popkov, Nikita; Wende-von Berg, Sebastian; Marten, Frank Bernhard; Braun, Martin |
Konferenzbeitrag Conference Paper |
| 2024 | Infrastruktur und Anwendungsfälle für das Metaverse Aust, Matthias; Bues, Matthias; Schneider, Benjamin; Strunck, Stefan; Rasztar, Leon Alexander; Kreutz, Anna; Stolze, Dennis; Gabeler, Tobias; Scheerer, Felix; Gerlach, Paul-Christian; Wilhelm, Stephan; Häcker, Moritz; Frohnmayer, Jörg Benjamin; Giannakidis, Alexandros; Vukelic, Mathias; Wenzel, Günter |
Bericht Report |
| 2024 | Advancing Topic Segmentation of Broadcasted Speech with Multilingual Semantic Embeddings Shukla, Sakshi Deo; Denisov, Pavel; Turan, Mehmet Ali Tugtekin |
Konferenzbeitrag Conference Paper |
| 2024 | Integrating large language models in care, research, and education in multiple sclerosis management Inojosa, Hernan; Voigt, Isabel; Wenk, Judith; Ferber, Dyke; Wiest, Isabella; Antweiler, Dario; Weicken, Eva; Gilbert, Stephen; Kather, Jakob Nikolas; Akgün, Katja; Ziemssen, Tjalf |
Zeitschriftenaufsatz Journal Article |
| 2024 | Künstliche Intelligenz für klinische Studien Mackay, Sina; Antweiler, Dario; Rüping, Stefan |
Paper |
| 2024 | Assessing AI Technologies for LEA Use: The ALIGNER Methodology Casaburo, Donatella; Jarlsbo, Mathilde; Lückerath, Daniel; Normelli, Norea |
Aufsatz in Buch Book Article |
| 2024 | Real-Time Automatic Drum Transcription Using Dynamic Few-Shot Learning Weber, Philipp; Uhle, Christian; Müller, Meinard; Lang, Matthias |
Konferenzbeitrag Conference Paper |
| 2024 | FLCrypt - Secure Federated Learning for Audio Event Classification Using Homomorphic Encryption Fuhrmeister, Kay Christopher; Cui, Hao; Yaroshchuk, Artem; Köllmer, Thomas |
Konferenzbeitrag Conference Paper |
| 2024 | Exploiting CLIP Self-Consistency to Automate Image Augmentation for Safety Critical Scenarios Gannamaneni, Sujan Sai; Klein, Frederic; Mock, Michael; Akila, Maram |
Konferenzbeitrag Conference Paper |
| 2024 | Integrating Open-Source VoNR in 5G SA Private Networks: An Experimental Evaluation Modroiu, Elena-Ramona; Mwangama, Joyce; Corici, Marius-Iulian; Magedanz, Thomas |
Konferenzbeitrag Conference Paper |
| 2024 | Progressively Streamed Real-time Preview of Captured Optical Surface Materials on the Web Pflanzer, Yannick; Ritz, Martin; Santos, Pedro; Fellner, Dieter |
Konferenzbeitrag Conference Paper |
| 2024 | On a Systematic Test of ML-Based Systems: Experiments on Test Statistics Grube, Nicolas; Massah, Mozhdeh; Tebbe, Michael; Wancura, Paul; Wiesbrock, Hans-Werner; Großmann, Jürgen; Kharma, Sami |
Konferenzbeitrag Conference Paper |
| 2024 | Accessing the Edge: Delay Evaluation to Distributed Edge Services in a City-Level 5G Network Frei, Matthias; Karbownik, Piotr; German, Reinhard; Djanatliev, Anatoli |
Konferenzbeitrag Conference Paper |
| 2024 | Package Material Characterization Using Multiline TRL Algorithm Up to 110 GHz Trieb, Robert; Heinig, Andy |
Konferenzbeitrag Conference Paper |
| 2024 | Sentinel-2 Super-Resolution with Real-ESRGAN using Satellite and Aerial Image Pairs and Color Correction Techniques Kleebauer, Maximilian; Marz, Christopher; Horst, Daniel |
Poster |
| 2024 | Towards Sustainability of AI - Identifying Design Patterns for Sustainable Machine Learning Development Leuthe, Daniel; Meyer-Hollatz, Tim; Plank, Tobias; Senkmüller, Anja |
Zeitschriftenaufsatz Journal Article |
| 2024 | First Competition on Presentation Attack Detection on ID Card Tapia, Juan E.; Damer, Naser; Espin, Juan M.; Busch, Christoph; Barrachina, Javier; Rocamora, Alvaro S.; Ocvirk, Krištof; Alessio, Leon; Batagelj, Borut; Patwardhan, Sushrut; Ramachandra, Raghavendra; Mudgalgundurao, Raghavendra; Raja, Kiran; Schulz, Daniel; Aravena, Carlos |
Konferenzbeitrag Conference Paper |
| 2024 | Bloom Encodings in DGA Detection: Improving Machine Learning Privacy by Building on Privacy-Preserving Record Linkage Nitz, Lasse; Mandal, Avikarsha |
Zeitschriftenaufsatz Journal Article |
| 2024 | Legally-Guided Automated Decision-Making System Using Language Model Agents for Autonomous Driving Wang, Ya; Barta, Daniel; Hesse, Julian; Buchwald, Philip; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
| 2024 | AI-Based Attacker Models for Enhancing Multi-Stage Cyberattack Simulations in Smart Grids Using Co-Simulation Environments Sen, Ömer; Pohl, Christoph; Hacker, Immanuel; Stroot, Markus; Ulbig, Andreas |
Konferenzbeitrag Conference Paper |
| 2024 | NFDI4DSO: Towards a BFO Compliant Ontology for Data Science Gesese, Genet Asefa; Waitelonis, Jörg; Chen, Zongxiong; Schimmler, Sonja; Sack, Harald |
Paper |
| 2024 | Imaging with Undetected Photons in the Terahertz Frequency Range Kutas, Mirco; Hennig, Joshua; Freymann, Georg von; Molter, Daniel |
Konferenzbeitrag Conference Paper |
| 2024 | Scaling Scientific Knowledge Discovery with Neuro-Symbolic AI and Large Language Models Schmidt, Wilma Johanna; Rincon-Yanez, Diego; Kharlamov, Evgeny; Paschke, Adrian |
Konferenzbeitrag Conference Paper |
| 2024 | Generator-based Fuzzing with Input Features Kraus, Roman; Nguyen, Hoang Lam; Schneider, Martin A. |
Konferenzbeitrag Conference Paper |
| 2024 | Implementation and evaluation of an additional GPT-4-based reviewer in PRISMA-based medical systematic literature reviews Landschaft, Assaf; Antweiler, Dario; Mackay, Sina; Kugler, Sabine; Rüping, Stefan; Wrobel, Stefan; Höres, Timm; Allende-Cid, Héctor |
Zeitschriftenaufsatz Journal Article |
| 2024 | Overload Protection Scheme to Reduce Cascading Outages Considering Thermal Line Limits Banerjee, Gourab; Bolgaryn, Roman; Hachmann, Christian; Braun, Martin |
Konferenzbeitrag Conference Paper |
| 2024 | German Offshore Energy Islands in the European Energy System - A case study analysis Schmitz, Richard; Gerhardt, Norman; Frischmuth, Felix; Härtel, Philipp |
Studie Study |
| 2024 | Prediction of stock prices with automated reinforced learning algorithms Yasin, Said; Paschke, Adrian; Al Qundus, Jamal |
Zeitschriftenaufsatz Journal Article |
| 2024 | A dynamic ensemble model for short-term forecasting in pandemic situations Botz, Jonas; Valderrama Nino, Diego Felipe; Guski, Jannis; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2024 | Watt’s Next? Leveraging Process Flexibility for Power Cost Optimization Hermann, Julia; Rusche, Simon; Moder, Linda; Weibelzahl, Martin |
Zeitschriftenaufsatz Journal Article |
| 2024 | OPEN6GNET: A Learning and Experimentation Platform Based on Open-Source Solutions and Cloud-Native Approaches Santos De Brito, Mathias; Modroiu, Elena-Ramona; Que Le, Ba; Magedanz, Thomas; Corici, Marius-Iulian; Mwangama, Joyce |
Konferenzbeitrag Conference Paper |
| 2024 | Challenges in Design and Validation of MEMS Based Smart Sensor Systems Mayer, Dirk; Lehmann, Martin; Beyer, Volkhard; Schneider, Peter; Schneider, André |
Konferenzbeitrag Conference Paper |
| 2024 | Demo: CARLA-based Adversarial Attack Assessment on Autonomous Vehicles Lan, Zirui; Choong, Wei Herng; Kao, Ching-Yu Franziska; Wang, Yi; Dehm, Mathias; Sperl, Philip; Böttinger, Konstantin; Kasper, Michael |
Konferenzbeitrag Conference Paper |
| 2024 | Near Real-time Detection and Rectification of Adversarial Patches Kao, Ching-Yu Franziska; Ghanmi, Iheb; Ben Ayed, Houcemeddine; Kumar, Ayush; Böttinger, Konstantin |
Konferenzbeitrag Conference Paper |
| 2024 | A methodology for evaluating feature selection and clustering methods with project-specific requirements Linde, Hendrik von; Riedel, Oliver |
Zeitschriftenaufsatz Journal Article |
| 2024 | SPATIAL: Practical AI Trustworthiness with Human Oversight Ottun, Abdul-Rasheed; Marasinghe, Rasinthe; Elemosho, Toluwani; Liyanage, Mohan; Ahmed, Ashfaq Hussain; Boerger, Michell; Sandeepa, Chamara; Senevirathna, Thulitha; La, Vinh Hoa; Nguyen, Manh-Dung; Soriente, Claudio; Marchal, Samuel; Wang, Shennan; Noguero, David Solans; Tcholtchev, Nikolay Vassilev; Ding, Aaron Yi; Flores, Huber |
Konferenzbeitrag Conference Paper |
| 2024 | Vertrauenswürdige KI und verwandte Konzepte verstehen und anwenden Wulf, Jessica; Fischer-Pressler, Diana; Uhler, Lydia; Heidingsfelder, Marie Lena; Kaiser, Simone; Kutz, Janika; Neuhüttler, Jens |
Paper |
| 2024 | Metrological detection of entanglement generated by non-Gaussian operations Barral, David; Isoard, Mathieu; Sorelli, Giacomo; Gessner, Manuel; Treps, Nikolas; Walschaers, Mattia |
Zeitschriftenaufsatz Journal Article |
| 2024 | ProMoAI: Process Modeling with Generative AI Kourani, Humam; Berti, Alessandro; Schuster, Daniel; Aalst, Wil van der |
Konferenzbeitrag Conference Paper |
| 2024 | Natural Scientific Language Processing and Research Knowledge Graphs. First International Workshop, NSLP 2024. Proceedings | Tagungsband Conference Proceeding |
| 2024 | Erklärbare Künstliche Intelligenz Fresz, Benjamin; Brajovic, Danilo; Aichele, Andreas; Edosomwan, Irene; Huber, Marco; Göbels, Vincent Philipp; Omri, Safa; Kutz, Janika; Neuhüttler, Jens |
Paper |
| 2024 | RMF: A Risk Measurement Framework for Machine Learning Models Schröder, Jan; Breier, Jakub |
Konferenzbeitrag Conference Paper |
| 2024 | AI-assisted Condition Monitoring and Failure Analysis for Industrial Wireless Systems Wetzker, Ulf; Richter, Anna; Jain, Vineeta; Wicht, Jakob |
Aufsatz in Buch Book Article |
| 2024 | Towards Trustworthy AI Engineering - A Case Study on integrating an AI audit catalog into MLOps processes Helmer, Lennard; Martens, Claudio; Wegener, Dennis; Akila, Maram; Becker, Daniel; Abbas, Sermad |
Konferenzbeitrag Conference Paper |
| 2024 | Transformer models in biomedicine Madan, Sumit; Lentzen, Manuel; Brandt, Johannes; Rueckert, Daniel; Hofmann-Apitius, Martin; Fröhlich, Holger |
Review |
| 2024 | Platforms and Infrastructure to Operate GenAI in Your Company's Basement Wegener, Dennis; Stein, Benny Jörg |
Zeitschriftenaufsatz Journal Article |
| 2024 | RAG-Ex: A Generic Framework for Explaining Retrieval Augmented Generation Sudhi, Viju; Bhat, Sinchana Ramakanth; Rudat, Max; Teucher, Roman |
Konferenzbeitrag Conference Paper |
| 2024 | Quantitative Evaluation of xAI Methods for Multivariate Time Series - A Case Study for a CNN-Based MI Detection Model Knof, Helene; Boerger, Michell; Tcholtchev, Nikolay Vassilev |
Konferenzbeitrag Conference Paper |
| 2024 | Iterative Imputation of Incomplete Wireless Network Traffic using Adversarial Learning and a Two-Stage Approach Richter, Anna; Ijaradar, Jyotirmaya; Wetzker, Ulf |
Konferenzbeitrag Conference Paper |
| 2024 | Implications of the AI Act for Non-Discrimination Law and Algorithmic Fairness Braun, Conradin; Zipperling, Domenique; Müller, Jan-Laurin; Kühl, Niklas; Deck, Luca |
Paper |
| 2024 | Outline of an Independent Systematic Blackbox Test for ML-based Systems Wiesbrock, Hans-Werner; Großmann, Jürgen |
Konferenzbeitrag Conference Paper |
| 2024 | Towards Trustworthy Dataset Distillation: A Benchmark of Privacy, Fairness and Robustness Chen, Zongxiong; Geng, Jiahui; Zhu, Derui; Li, Qing; Schimmler, Sonja; Hauswirth, Manfred |
Konferenzbeitrag Conference Paper |
| 2024 | The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications Ottun, Abdul-Rasheed; Marasinghe, Rasinthe; Elemosho, Toluwani; Liyanage, Mohan; Ragab, Mohamad; Bagave, Prachi; Westberg, Marcus; Asadi, Mehrdad; Boerger, Michell; Sandeepa, Chamara; Senevirathna, Thulitha; Siniarski, Bartlomiej; Liyanage, Madhusanka; La, Vinh Hoa; Nguyen , Manh-Dung; Montes De Oca, Edgardo; Oomen, Tessa; Gonçalves, João Fernando Ferreira; Tanasković, Illija; Klopanovic, Sasa; Kourtellis, Nicolas; Soriente, Claudio; Pridmore, Jason; Cavalli, Ana Rosa; Draskovic, Drasko; Marchal, Samuel; Wang, Shennan; Noguero, David Solans; Tcholtchev, Nikolay Vassilev; Ding, Aaron Yi; Flores, Huber |
Konferenzbeitrag Conference Paper |
| 2024 | Probabilistically Extended Ontologies: A Basis for Systematic Testing of ML-Based Systems Wiesbrock, Hans-Werner; Großmann, Jürgen |
Paper |
| 2024 | Towards an Evaluation Methodology of ML Systems from the Perspective of Robustness and Data Quality Gala, Viraj Rohit; Schneider, Martin; Vogt, Marvin |
Vortrag Presentation |
| 2024 | Implementation and Testing of V2X-Applications for Near Future Urban Traffic in Berlin Kwella, Birgit; Massow, Kay; Schäufele, Bernd; Radusch, Ilja; Hark, Johann Nikolai; Ritter, Claas Norman; Cao, Bingyi; Kleinert, Maximilian; Wille, Christian; Strop, Oliver |
Konferenzbeitrag Conference Paper |
| 2024 | Receive Side Scaling Analysis of eXpress Data Path Extensions for 5G User Plane Functions Scheich, Christian; Corici, Marius-Iulian; Buhr, Hauke; Magedanz, Thomas |
Konferenzbeitrag Conference Paper |
| 2024 | Quantum circuits for discrete graphical models Piatkowski, Nico; Zoufal, Christa |
Zeitschriftenaufsatz Journal Article |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica