Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2023 | A Comparative Analysis of Data Augmentation Approaches for Improved Minority Behavior Detection in Digital Games Sifa, Rafet; Yang, Edwin |
Konferenzbeitrag Conference Paper |
| 2023 | A conceptual framework for developing dashboards for big mobility data Conrow, Lindsey; Fu, Cheng; Huang, Haosheng; Andriyenko, Nathaliya; Andriyenko, Gennadiy; Weibel, Robert |
Zeitschriftenaufsatz Journal Article |
| 2023 | A hybrid prediction and search approach for flexible and efficient exploration of big data Li, Jie; Sun, Yongjian; Lei, Zhenhuan; Chen, Siming; Andrienko, Gennady; Andrienko, Natalia; Chen, Wei |
Zeitschriftenaufsatz Journal Article |
| 2023 | A machine learning method for the identification and characterization of novel COVID-19 drug targets Schultz, Bruce; Delong, Lauren Nicole; Masny, Aliaksandr; Lentzen, Manuel; Raschka, Tamara; Dijk, David van; Zaliani, Andrea; Hansen, Anne Funck; Rüping, Stefan; Kugler, Sabine; Burmeister, Jan; Kohlhammer, Jörn; Sarau, George; Christiansen, Silke; Kannt, Aimo; Foldenauer, Ann Christina; Claussen, Carsten; Resch, Eduard; Frank, Kevin; Gribbon, Philip; Kuzikov, Maria; Keminer, Oliver; Laue, Hendrik; Hahn, Horst; Hirsch, Jochen; Wischnewski, Marco; Günther, Matthias; Archipovas, Saulius; Tom Kodamullil, Alpha; Gemünd, Andre; Fluck, Juliane; Steinborn, Carina; Ebeling, Christian; Domingo Fernández, Daniel; Hermanowski, Helena; Fröhlich, Holger; Klein, Jürgen; Schultz, Bruce; Jacobs, Marc; Hofmann-Apitius, Martin; Knieps, Meike; Krapp, Michael; Wendland, Philipp Johannes; Wegner, Philipp; Golriz Khatami, Sepehr; Springstubbe, Stephan; Linden, Thomas; Lentzen, Manuel; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2023 | A New Aligned Simple German Corpus Toborek, Vanessa; Busch, Moritz; Boßert, Malte; Bauckhage, Christian; Welke, Pascal |
Konferenzbeitrag Conference Paper |
| 2023 | Advancing Knowledge-Enhanced Conversational Systems Leveraging Language Models Rony, Md Rashad Al Hasan |
Dissertation Doctoral Thesis |
| 2023 | An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning Müller, Sebastian; Toborek, Vanessa; Beckh, Katharina; Jakobs, Matthias; Bauckhage, Christian; Welke, Pascal |
Konferenzbeitrag Conference Paper |
| 2023 | An integrative review on the acceptance of artificial intelligence among healthcare professionals in hospitals Lambert, Sophie Isabelle; Madi, Murielle; Sopka, Saša; Lenes, Andrea; Stange, Hendrik; Buszello, Claus-Peter; Stephan, Astrid |
Review |
| 2023 | Assessing Differential Effects of DMARDs on Psoriasis Area and Severity Index and Patient Global Assessment in Subgroups of Patients with Active PsA Treated over 52-weeks with Secukinumab in a Non-Interventional Trial (AQUILA) Using a Multistage Clustering Approach Köhm, Michaela; Klippstein, Maximilian; Kugler, Sabine; Mackay, Sina; Schulz, Daniel; Vodencarevic, Asmir; Wendt, Guillaume; Peterlik, Daniel; Behrens, Frank; Kiltz, Uta; Brandt-Juergens, Jan |
Meeting Abstract |
| 2023 | Assessing Systematic Weaknesses of DNNs using Counterfactuals Gannamaneni, Sujan Sai; Mock, Michael; Akila, Maram |
Paper |
| 2023 | Author Correction: An integrative review on the acceptance of artificial intelligence among healthcare professionals in hospitals (npj Digital Medicine, (2023), 6, 1, (111), 10.1038/s41746-023-00852-5) Lambert, Sophie Isabelle; Madi, Murielle; Sopka, Saša; Lenes, Andrea; Stange, Hendrik; Buszello, Claus-Peter; Stephan, Astrid |
Erratum |
| 2023 | Automatic Consistency Checking of Table and Text in Financial Documents Ali, Syed Musharraf; Deußer, Tobias; Houben, Sebastian; Hillebrand, Lars Patrick; Metzler, Tim; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | Automatic Defect Detection in Sewer Network Using Deep Learning Based Object Detector Ha, Duc Bach; Schalter, Birgit; White, Laura; Köhler, Joachim |
Konferenzbeitrag Conference Paper |
| 2023 | Big Data 2.0 - mit synthetischen Daten KI-Systeme stärken Hecker, Dirk; Voß, Angelika; Paass, Gerhard; Wirtz, Tim |
Zeitschriftenaufsatz Journal Article |
| 2023 | CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering Rony, Md Rashad Al Hasan; Süß, Christian; Bhat, Sinchana Ramakanth; Sudhi, Viju; Schneider, Julia; Vogel, Maximilian; Teucher, Roman; Friedl, Ken E.; Sahoo, Soumya Ranjan |
Poster |
| 2023 | CarExpert: Leveraging Large Language Models for In-Car Conversational Question Answering Rony, Md Rashad Al Hasan; Süß, Christian; Bhat, Sinchana Ramakanth; Sudhi, Viju; Schneider, Julia; Vogel, Maximilian; Teucher, Roman; Friedl, Ken E.; Sahoo, Soumya Ranjan |
Paper |
| 2023 | Computing Divergences between Discrete Decomposable Models Lee, Loong Kuan; Piatkowski, Nico; Petitjean, François; Webb, Geoffrey |
Konferenzbeitrag Conference Paper |
| 2023 | Computing Marginal and Conditional Divergences between Decomposable Models with Applications Lee, Loong Kuan; Webb, Geoffrey I.; Schmidt, Daniel F.; Piatkowski, Nico |
Konferenzbeitrag Conference Paper |
| 2023 | Continual Learning in Object Detection Tran Tien, Huy |
Master Thesis |
| 2023 | Contradiction Detection in Financial Reports Deußer, Tobias; Pielka, Maren; Pucknat, Lisa; Jacob, Basil; Dilmaghani, Tim; Nourimand, Mahdis; Kliem, Bernd; Loitz, Rüdiger; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | Cross-Domain Argument Quality Estimation Fromm, Michael; Berrendorf, Max; Faerman, Evgeniy; Seidl, Thomas |
Konferenzbeitrag Conference Paper |
| 2023 | Data-Driven and Rule-Based Approaches to Improving Bavarian Speech Recognition Bystrich, Tobias |
Bachelor Thesis |
| 2023 | Development of image-based decision support systems utilizing information extracted from radiological free-text report databases with text-based transformers Nowak, Sebastian; Schneider, Helen; Layer, Yannik C.; Theis, Maike; Biesner, David; Block, Wolfgang; Wulff, Benjamin; Attenberger, Ulrike I.; Sifa, Rafet; Sprinkart, Alois M. |
Zeitschriftenaufsatz Journal Article |
| 2023 | Development of Speech Syntheses for Lower Sorbian and Upper Sorbian using MaryTTS Schmiedel, Astrid; Steiner, Ingmar |
Konferenzbeitrag Conference Paper |
| 2023 | Digitale Methoden für die Lebensdauerbewertung am Beispiel hochfester Stähle Fliegener, Sascha; Domínguez, José Manuel; Francisco Morgado, Joana; Kobialka, Hans-Ulrich; Kraft, Torsten; Luke, Michael; Rosenberger, Johannes; Tlatlik, Johannes |
Konferenzbeitrag Conference Paper |
| 2023 | Digitale Methoden für die Lebensdauerbewertung am Beispiel hochfester Stähle Fliegener, Sascha; Domínguez, José Manuel; Francisco Morgado, Joana; Kobialka, Hans-Ulrich; Kraft, Torsten; Luke, Michael; Rosenberger, Johannes; Tlatlik, Johannes |
Konferenzbeitrag Conference Paper |
| 2023 | Efficient computation of comprehensive statistical information of large OWL datasets: A scalable approach Mohamed, H.; Fathalla, S.; Lehmann, Jens; Jabeen, H. |
Zeitschriftenaufsatz Journal Article |
| 2023 | Efficient Light Source Placement using Quantum Computing Mücke, Sascha; Gerlach, Thore Thassilo |
Konferenzbeitrag Conference Paper |
| 2023 | Einsatz von Künstlicher Intelligenz in den Tunnelanlagen Fleisch, Jessica; Zanol, Jakob; Alms, Lennard; Demetz, Daniel; Wickert, Lorenz |
Zeitschriftenaufsatz Journal Article |
| 2023 | Episodes and Topics in Multivariate Temporal Data Andrienko, Natalia; Gennady Andrienko; Shirato, Gota |
Zeitschriftenaufsatz Journal Article |
| 2023 | Examining Speaker and Keyword Uniqueness: Partitioning Keyword Spotting Datasets for Federated Learning with the Largest Differencing Method Wallbott, Paul; Grollmisch, Sascha; Köllmer, Thomas |
Konferenzbeitrag Conference Paper |
| 2023 | Explainable production planning under partial observability in high-precision manufacturing Weichert, Dorina; Kister, Alexander; Volbach, Peter; Houben, Sebastian; Trost, Marcus; Wrobel, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2023 | Explaining deep reinforcement learning decisions in complex multiagent settings: towards enabling automation in air traffic flow management Kravaris, Theocharis; Lentzos, Konstantinos; Santipantakis, Georgios; Vouros, George A.; Andrienko, Gennady; Andrienko, Natalia; Crook, Ian; Garcia, Jose Manuel Cordero; Martinez, Enrique Iglesias |
Zeitschriftenaufsatz Journal Article |
| 2023 | Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning Heese, Raoul; Gerlach, Thore Thassilo; Mücke, Sascha; Müller, Sabine; Jakobs, Matthias; Piatkowski, Nico |
Paper |
| 2023 | Exploring and visualizing temporal relations in multivariate time series Shirato, Gota; Andrienko, Natalia; Andrienko, Gennady |
Zeitschriftenaufsatz Journal Article |
| 2023 | Exploring Unsupervised Semantic Similarity Methods for Claim Verification in Health Care News Articles Gupta, Vishwani; Viciano, Astrid; Wormer, Holger; Mousavinezhad, Najmehsadat |
Konferenzbeitrag Conference Paper |
| 2023 | Extracting Movement-based Topics for Analysis of Space Use Andriyenko, Gennadiy; Andriyenko, Nathaliya; Hecker, Dirk |
Konferenzbeitrag Conference Paper |
| 2023 | Feature selection on quantum computers Mücke, Sascha; Heese, Raoul; Müller, Sabine; Wolter, Moritz; Piatkowski, Nico |
Zeitschriftenaufsatz Journal Article |
| 2023 | Flexible Hybrid Table Recognition and Semantic Interpretation System Namysl, Marcin; Esser, Alexander M.; Behnke, Sven; Köhler, Joachim |
Zeitschriftenaufsatz Journal Article |
| 2023 | Foundation Models for Natural Language Processing Paass, Gerhard; Giesselbach, Sven |
Buch Book |
| 2023 | Generating Prototypes for Contradiction Detection Using Large Language Models and Linguistic Rules Pielka, Maren; Schmidt, Svetlana; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | Große KI-Modelle für Deutschland. Machbarkeitsstudie Bienert, Jörg; Broch, Roland; Bunk, Patrick; Burchard, Aljoscha; Cann, Vanessa; Deetjen, Ben; Dickmann, Alex; Flores-Herr, Nicolas; Friedmann, Laszlo; Götz, Christopher; Haenel, Fabio; Hillemann, Dennis; Lambers, Kim; Lux, Lukas; Otterbach, Johannes; Paass, Gerhard; Röhl, Charlene; Schmeier, Sven; Susallek, Philipp; Strauch-Rötting, Boris; Süme, Oliver; Temath, Christian; Tesch, Jakob; Timmermann, Hauke; Uszkoreit, Hans |
Studie Study |
| 2023 | Guideline for Designing Trustworthy Artificial Intelligence Poretschkin, Maximilian; Schmitz, Anna; Akila, Maram; Adilova, Linara; Becker, Daniel; Cremers, Armin B.; Hecker, Dirk; Houben, Sebastian; Mock, Michael; Rosenzweig, Julia; Sicking, Joachim; Schulz, Elena; Voß, Angelika; Wrobel, Stefan |
Bericht Report |
| 2023 | Harnessing Prior Knowledge for Explainable Machine Learning: An Overview Beckh, Katharina; Müller, Sebastian; Jakobs, Matthias; Toborek, Vanessa; Tan, Hanxiao; Fischer, Raphael; Welke, Pascal; Houben, Sebastian; Rüden, Laura von |
Konferenzbeitrag Conference Paper |
| 2023 | Hidden Schema Networks Sánchez, Ramséz; Conrads, Lukas; Welke, Pascal; Cvejoski, Kostadin; Ojeda, César |
Konferenzbeitrag Conference Paper |
| 2023 | How Does Knowledge Injection Help in Informed Machine Learning? Rüden, Laura von; Garcke, Jochen; Bauckhage, Christian |
Konferenzbeitrag Conference Paper |
| 2023 | Identifying, exploring, and interpreting time series shapes in multivariate time intervals Shirato, Gota; Andrienko, Natalia; Andrienko, Gennady |
Zeitschriftenaufsatz Journal Article |
| 2023 | Improving Natural Language Inference in Arabic Using Transformer Models and Linguistically Informed Pre-Training Saad Al Deen, Mohammad Majd; Pielka, Maren; Hees, Jörn; Abdou, Bouthaina Soulef; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | Improving stakeholder engagement in climate change risk assessments: insights from six co-production initiatives in Europe André, Karin; Gerger Swartling, Åsa; Englund, Mathilda; Petutschnig, Linda; Attoh, Emmanuel M.N.A.N.; Milde, Katharina; Lückerath, Daniel; Cauchy, Adeline; Botnen Holm, Tara; Hanssen Korsbrekke, Mari; Bour, Muriel; Rome, Erich |
Zeitschriftenaufsatz Journal Article |
| 2023 | Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models Hillebrand, Lars Patrick; Berger, Armin; Deußer, Tobias; Dilmaghani, Tim; Khaled, Mohamed; Kliem, B.; Loitz, Rüdiger; Pielka, Maren; Leonhard, David; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems Rueden, Laura von; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Walczak, Michal; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis |
Zeitschriftenaufsatz Journal Article |
| 2023 | Informed Machine Learning: Integrating Prior Knowledge into Data-Driven Learning Systems Rüden, Laura von |
Dissertation Doctoral Thesis |
| 2023 | Investigating CLIP Performance for Meta-data Generation in AD Datasets Gannamaneni, Sujan Sai; Sadaghiani, Arwin; Rao, Rohil Prakash; Mock, Michael; Akila, Maram |
Konferenzbeitrag Conference Paper |
| 2023 | Investigating Graph Representation Learning Methods for Link Prediction in Knowledge Graphs Ali, Mehdi |
Dissertation Doctoral Thesis |
| 2023 | Investigation of Drift Detection for Clinical Text Classification Abdelwahab, Hammam; Martens, Claudio; Beck, Niklas; Wegener, Dennis |
Konferenzbeitrag Conference Paper |
| 2023 | Is one label all you need? Single positive multi-label training in medical image analysis Schneider, Helen; Priya, Priya; Biesner, David; Kador, Rebecca; Layer, Yannik C.; Theis, Maike; Nowak, Sebastian; Sprinkart, Alois M.; Attenberger, Ulrike I.; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | It's about Time: Analytical Time Periodization Andrienko, Natalia; Andrienko, Gennady |
Zeitschriftenaufsatz Journal Article |
| 2023 | KI-Anwendungen systematisch prüfen und absichern Haedecke, Elena Gina; Mock, Michael; Pintz, Maximilian Alexander; Poretschkin, Maximilian |
Paper |
| 2023 | KI-basierte Fehleranalyse für die Instandhaltung erneuerbarer Erzeugung Rajendran, Ajay; Kobialka, Hans-Ulrich |
Vortrag Presentation |
| 2023 | KI-Engineering in der Produktion Frey, Christian; Goßmann, Ann-Kathrin; Hasterok, Constanze; Hertweck, Philipp; Kühnert, Christian; Pfrommer, Julius; Usländer, Thomas; Ernis, Gunar; Hecker, Dirk; Poretschkin, Maximilian; Schulz, Daniel; Wegener, Dennis; Wirtz, Tim; Zimmermann, Alexander |
Paper |
| 2023 | Knowledge Graph Injection for Reinforcement Learning Wardenga, Robert; Kovriguina, Liubov; Pliukhin, Dmitrii; Radyush, Daniil; Smoliakov, Ivan; Xue, Yuan; Müller, Henrik; Pismerov, Aleksei; Mouromtsev, Dmitry; Kudenko, Daniel |
Konferenzbeitrag Conference Paper |
| 2023 | Künstliche Intelligenz im Handwerk Jovy-Klein, Florian; Morad, Milad; Temath, Christian; Enns, Christine |
Studie Study |
| 2023 | Learning the Dynamics of Concentration Fields in Vascular Stenosis with Deep Hidden Physics Models Kador, Rebecca; Schneider, Helen; Biesner, David; Dellen, Babette; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | Maschinelles Lernen einführen: wie MLOps dabei unterstützt Wegener, Dennis |
Internetbeitrag Internet Contribution |
| 2023 | Maximal closed set and half-space separations in finite closure systems Seiffarth, Florian; Horvath, Tamas; Wrobel, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2023 | MaxSimE: Explaining Transformer-based Semantic Similarity via Contextualized Best Matching Token Pairs Brito Chacon, Eduardo Alfredo; Iser, Henri |
Konferenzbeitrag Conference Paper |
| 2023 | MLOps-Kompetenz und Arbeitsumgebung Helmer, Lennard; Martens, Claudio; Sylla, Karl-Heinz |
Zeitschriftenaufsatz Journal Article |
| 2023 | Model-driven Approach for integrated Design and Process Planning of Fiber Composite Aerostructures Holland, Maximilian; Paul, Nathalie; Linder, Christian; Elsafty, Hossam Fawzy Mohamed; Ernis, Gunar; Geinitz, Steffen |
Vortrag Presentation |
| 2023 | Multi-Dimensional Data Farming: Extending Data Farming for Multi-Scale Decision Support by Integrating Novel AI Techniques Åkesson, Bernt M.; Amyot-Bourgeois, Maude; Ernis, Gunar; Gill, Andrew; Lappi, Esa; Rolfs, Chris; Nguyen, Bao; Seichter, Stephan; Slyusar, Vadym; Serré, Lynne; Vaghi, Alessio; Zimmermann, Alexander |
Konferenzbeitrag Conference Paper |
| 2023 | Multi-modal Emotion Categorization in Oral History Interviews Viswanath, Anargh |
Master Thesis |
| 2023 | Multi-Task Transformer Visualization to build Trust for Clinical Outcome Prediction Antweiler, Dario; Gallusser, Florian; Fuchs, Georg |
Konferenzbeitrag Conference Paper |
| 2023 | Multimodal communication and multimodal computing Mehler, Alexander; Lücking, Andy; Dong, Tiansi |
Editorial |
| 2023 | Natural Language Processing in der Medizin. Whitepaper Antweiler, Dario; Beckh, Katharina; Chakraborty, Nilesh; Giesselbach, Sven; Klug, Katrin; Rüping, Stefan |
Paper |
| 2023 | Neural Dynamic Focused Topic Model Cvejoski, Kostadin; Sánchez, Ramsés J.; Ojeda, César |
Konferenzbeitrag Conference Paper |
| 2023 | Paving the Way for Climate Neutral and Resilient Historic Districts Egusquiza, Aitziber; Lückerath, Daniel; Zorita, Saioa; Silverton, Sophia; Garcia, Gemma; Servera, Emilio; Bonazza, Alessandra; Garcia, Igone; Kalis, Antonis |
Zeitschriftenaufsatz Journal Article |
| 2023 | Perzeptronen programmieren und explorieren im Rahmen der Open Roberta Lernumgebung Münsterberg, Alisa Véronique; Budde, Reinhard; Leimbach, Thorsten; Schmid, Ute |
Konferenzbeitrag Conference Paper |
| 2023 | POS0881 Specific AI-Generated Pattern of Tender Joints and Tenderness at Enthesial Sites are Predictive for Objective Detection of Musculoskeletal Inflammation in Psoriasis Patients Köhm, Michaela; Pick, Annika; Kugler, Sabine; Mackay, Sina; Antweiler, Dario; Kratz, Hannah; Zerweck, Lukas; Rüping, Stefan; Behrens, Frank |
Zeitschriftenaufsatz Journal Article |
| 2023 | Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021) Bauckhage, Christian; Förstner, Wolfgang; Gall, Juergen; Möller, Michael; Schwing, Alexander Gerhard |
Editorial |
| 2023 | Re-interpreting rules interpretability Adilova, Linara; Kamp, Michael; Andrienko, Gennady; Andrienko, Natalia |
Zeitschriftenaufsatz Journal Article |
| 2023 | Research advancements for impact chain based climate risk and vulnerability assessments Petutschnig, Linda; Rome, Erich; Lückerath, Daniel; Milde, Katharina; Gerger Swartling, Åsa; Aall, Carlo; Meyer, Mark; Jordà, Gabriel; Gobert, Julie; Englund, Mathilda; André, Karin; Bour, Muriel; Attoh, Emmanuel M.N.A.N.; Dale, Brigt; Renner, Kathrin; Cauchy, Adeline; Reuschel, Saskia; Rudolf, Florence; Agulles, Miguel; Melo-Aguilar, Camilo Andrés; Zebisch, Marc; Kienberger, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2023 | Robust Information Extraction From Unstructured Documents Namysl, Marcin |
Dissertation Doctoral Thesis |
| 2023 | ScrutinAI: A visual analytics tool supporting semantic assessments of object detection models Haedecke, Elena Gina; Mock, Michael; Akila, Maram |
Zeitschriftenaufsatz Journal Article |
| 2023 | Secukinumab treatment of axial spondyloarthritis in real world: Achievement of fast response results in effective treatment outcomes Kugler, Sabine; Mackay, Sina; Schulz, Daniel; Klippstein, Maximilian; Kiltz, Uta; Brandt-Jürgens, Jan; Gmeiner, Benjamin; Vodencarevic, Asmir; Peterlik, Daniel; Wendt, Guillaume; Behrens, Frank; Köhm, Michaela |
Poster |
| 2023 | Secukinumab treatment of psoriatic arthritis in real world: Achievement of fast response results in effective and lasting treatment outcomes Mackay, Sina; Kugler, Sabine; Schulz, Daniel; Klippstein, Maximilian; Kiltz, Uta; Brandt-Jürgens, Jan; Gmeiner, Benjamin; Vodencarevic, Asmir; Peterlik, Daniel; Wendt, Guillaume; Behrens, Frank; Köhm, Michaela |
Poster |
| 2023 | Segmentation and Analysis of Lumbar Spine MRI Scans for Vertebral Body Measurements Schneider, Helen; Biesner, David; Ashokan, Akash; Broß, Maximilian; Kador, Rebecca; Bagyo, Gabor; Dankerl, Peter; Ragab, Haissam; Yamamura, Jin; Halscheidt, Sandra; Labisch, Christoph; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | Semantic Extraction of Key Figures and their Properties from Tax Legal Texts Using Neural Models Steinigen, Daniel; Namysl, Marcin; Hepperle, Markus; Krekeler, Jan; Landgraf, Susanne |
Konferenzbeitrag Conference Paper |
| 2023 | Sex-Dependent Differences in Disease Characteristics do not Influence Effectiveness of Secukinumab Therapy in Patients with Active Axial Spondyloarthritis in a Non-Interventional Trial (AQUILA) Kugler, Sabine; Mackay, Sina; Schulz, Daniel; Klippstein, Maximilian; Kiltz, Uta; Brandt-Jürgens, Jan; Gmeiner, Benjamin; Vodencarevic, Asmir; Peterlik, Daniel; Wendt, Guillaume; Behrens, Frank; Köhm, Michaela |
Poster |
| 2023 | Shapley Values with Uncertain Value Functions Heese, Raoul; Mücke, Sascha; Jakobs, Matthias; Gerlach, Thore Thassilo; Piatkowski, Nico |
Paper |
| 2023 | Shapley Values with Uncertain Value Functions Heese, Raoul; Mücke, Sascha; Jakobs, Matthias; Gerlach, Thore Thassilo; Piatkowski, Nico |
Konferenzbeitrag Conference Paper |
| 2023 | SPARQLGEN: One-Shot Prompt-based Approach for SPARQL Query Generation Kovriguina, Liubov; Teucher, Roman; Radyush, Daniil; Mouromtsev, Dmitry |
Konferenzbeitrag Conference Paper |
| 2023 | Standardizing fairness-evaluation procedures: interdisciplinary insights on machine learning algorithms in creditworthiness assessments for small personal loans Genovesi, Sergio; Mönig, Julia Maria; Schmitz, Anna; Poretschkin, Maximilian; Akila, Maram; Kahdan, Manoj; Kleiner, Romina; Krieger, Lena; Zimmermann, Alexander |
Zeitschriftenaufsatz Journal Article |
| 2023 | Study-Buddy: A Knowledge Graph-Powered Learning Companion for School Students Martinez, Fernanda; Collarana Vargas, Diego; Calvaresi, Davide; Arispe, Martin; Florida, Carla; Calbimonte, Jean-Paul |
Konferenzbeitrag Conference Paper |
| 2023 | sustain.AI: a Recommender System to analyze Sustainability Reports Hillebrand, Lars Patrick; Pielka, Maren; Leonhard, David; Deußer, Tobias; Dilmaghani, Tim; Kliem, Bernd; Loitz, Rüdiger; Morad, Milad; Temath, Christian; Bell Felix de Oliveira, Thiago; Stenzel, Marc Robin; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | Symmetry-Aware Siamese Network: Exploiting Pathological Asymmetry for Chest X-Ray Analysis Schneider, Helen; Yildiz, Elif Cansu; Biesner, David; Layer, Yannik C.; Wulff, Benjamin; Nowak, Sebastian; Theis, Maike; Sprinkart, Alois M.; Attenberger, Ulrike I.; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications Elzen, Stef van den; Andriyenko, Gennadiy; Andriyenko, Nathaliya; Fisher, Brian D.; Martins, Rafael M.; Peltonen, Jaakko; Telea, Alexandru C.; Verleysen, Michel |
Zeitschriftenaufsatz Journal Article |
| 2023 | The Semantic Web: ESWC 2023 Satellite Events. Proceedings | Tagungsband Conference Proceeding |
| 2023 | Towards Automated Regulatory Compliance Verification in Financial Auditing with Large Language Models Berger, Armin; Hillebrand, Lars Patrick; Leonhard, David; Deußer, Tobias; Bell Felix de Oliveira, Thiago; Dilmaghani, Tim; Khaled, Mohamed; Kliem, Bernd; Loitz, Rüdiger; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | Towards formalizing and assessing AI fairness Schmitz, Anna |
Konferenzbeitrag Conference Paper |
| 2023 | Towards Linguistically Informed Multi-objective Transformer Pre-training for Natural Language Inference Pielka, Maren; Schmidt, Svetlana; Pucknat, Lisa; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | Towards Retention Analysis in NFT-based Blockchain Games Sifa, Rafet; Hadiji, Fabian |
Konferenzbeitrag Conference Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica
| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2023 | Transformer-based structuring of free-text radiology report databases Nowak, S.; Biesner, David; Layer, Y.C.; Theis, M.; Schneider, Helen; Block, W.; Wulff, Benjamin; Attenberger, U.I.; Sifa, Rafet; Sprinkart, A.M. |
Zeitschriftenaufsatz Journal Article |
| 2023 | Uncovering Inconsistencies and Contradictions in Financial Reports using Large Language Models Deußer, Tobias; Leonhard, David; Hillebrand, Lars Patrick; Berger, Armin; Khaled, Mohamed; Heiden, Sarah; Dilmaghani, Tim; Kliem, Bernd; Loitz, Rüdiger; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2023 | Using Automatic Speech Recognition to Evaluate Team Processes in Aviation - First Experiences and Open Questions Papenfuss, Anne; Schmidt, Christoph Andreas |
Konferenzbeitrag Conference Paper |
| 2023 | Using impact chains for assessing local climate risk - A case study on impacts of extended periods of fluvial low waters and drought on a metropolitan region Lückerath, Daniel; Rome, Erich; Milde, Katharina |
Zeitschriftenaufsatz Journal Article |
| 2023 | Using ScrutinAI for Visual Inspection of DNN Performance in a Medical Use Case Görge, Rebekka; Haedecke, Elena Gina; Mock, Michael |
Paper |
| 2023 | Welche Zertifizierung ist hilfreich für Verbraucher*innen? Baeva, Gergana; Brunner, Robert; Elmas, Filiz; Fresz, Benjamin; Fuß, Christine; Heß, Claudia; Kellmeyer, Philipp; Mahner, Malin; Paulheim, Heiko; Poretschkin, Maximilian; Puntschuh, Michael; Seyerlein-Klug, Annegrit |
Paper |
| 2023 | Word Sense Disambiguation as a Game of Neurosymbolic Darts Dong, Tiansi; Sifa, Rafet |
Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica