Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2022 | A Fast Heuristic for Computing Geodesic Closures in Large Networks Seiffarth, Florian; Horvath, Tamas; Wrobel, Stefan |
Konferenzbeitrag Conference Paper |
| 2022 | A generalized Weisfeiler-Lehman graph kernel Schulz, Till Hendrik; Horvath, Tamas; Welke, Pascal; Wrobel, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2022 | A hybrid approach for identifying drug repurposing candidates and their mechanisms Lage-Rupprecht, Vanessa; Schultz, Bruce; Namysl, Marcin |
Zeitschriftenaufsatz Journal Article |
| 2022 | A hybrid approach unveils drug repurposing candidates targeting an Alzheimer pathophysiology mechanism Lage-Rupprecht, Vanessa; Schultz, Bruce; Dick, Justus; Namysl, Marcin; Zaliani, Andrea; Gebel, Stephan; Pless, Ole; Reinshagen, Jeanette; Ellinger, Bernhard; Ebeling, Christian; Esser, Alexander; Jacobs, Marc; Claussen, Carsten; Hofmann-Apitius, Martin |
Zeitschriftenaufsatz Journal Article |
| 2022 | A learning-based approach for efficient visualization construction Sun, Y.; Li, J.; Chen, S.; Andrienko, Gennady; Andrienko, Natalia; Zhang, K. |
Zeitschriftenaufsatz Journal Article |
| 2022 | A Linguistic Investigation of Machine Learning based Contradiction Detection Models: An Empirical Analysis and Future Perspectives Pielka, Maren; Rode, Felix Paul; Pucknat, Lisa; Deußer, Tobias; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2022 | A Quantitative Human-Grounded Evaluation Process for Explainable ML Beckh, Katharina; Müller, Sebastian; Rüping, Stefan |
Vortrag Presentation |
| 2022 | A Simple Heuristic for the Graph Tukey Depth Problem with Potential Applications to Graph Mining Seiffarth, Florian; Horvath, Tamas; Wrobel, Stefan |
Konferenzbeitrag Conference Paper |
| 2022 | A Simulated Annealing Meta-heuristic for Concept Learning in Description Logics Westphal, Patrick; Vahdati, Sahar; Lehmann, Jens |
Konferenzbeitrag Conference Paper |
| 2022 | A Study on the Ambiguity in Human Annotation of German Oral History Interviews for Perceived Emotion Recognition and Sentiment Analysis Gref, Michael; Matthiesen, Nike; Hikkal Venugopala, Sreenivasa; Satheesh, Shalaka; Vijayananth, Aswinkumar; Ha, Duc Bach; Behnke, Sven; Köhler, Joachim |
Konferenzbeitrag Conference Paper |
| 2022 | Agricultural plant cataloging and establishment of a data framework from UAV-based crop images by computer vision Günder, Maurice; Ispizua Yamati, F.R.; Kierdorf, J.; Roscher, R.; Mahlein, A.K.; Bauckhage, Christian |
Zeitschriftenaufsatz Journal Article |
| 2022 | Anomaly Detection in Player Performances in Multiplayer Online Battle Arena Games Qian, X.; Sifa, Rafet; Liu, X.; Ganguly, S.; Yadamsuren, B.; Klabjan, D.; Drachen, A.; Demediuk, S. |
Konferenzbeitrag Conference Paper |
| 2022 | Anonymization of German financial documents using neural network-based language models with contextual word representations Biesner, David; Ramamurthy, Rajkumar; Loitz, Rüdiger; Lübbering, Max; Hillebrand, Lars Patrick; Ladi, Anna; Stenzel, Robin; Pielka, Maren; Bauckhage, Christian; Sifa, Rafet |
Zeitschriftenaufsatz Journal Article |
| 2022 | Assessing the Performance Gain on Retail Article Categorization at the Expense of Explainability and Resource Efficiency Brito Chacon, Eduardo Alfredo; Gupta, Vishwani; Hahn, Eric; Giesselbach, Sven |
Konferenzbeitrag Conference Paper |
| 2022 | Asset Match - Datengestützte Entscheidungshilfen für Empfehlungen in Medienunternehmen Rossner, Alexander; Kuhn, Manja; Fisseler, Jens; März, Fabian; Denkel, Volker; Köhler, Joachim; Hauck, Marcel; Pagel, Sven |
Zeitschriftenaufsatz Journal Article |
| 2022 | Assurance Methodology for In-vehicle AI Blank, Frédérik; Hüger, Fabian; Mock, Michael; Stauner, Thomas |
Zeitschriftenaufsatz Journal Article |
| 2022 | Benchmarking table recognition performance on biomedical literature on neurological disorders Adams, Tim; Namysl, Marcin; Kodamullil, Alpha Tom; Behnke, Sven; Jacobs, Marc |
Zeitschriftenaufsatz Journal Article |
| 2022 | Bereit für das Smart Hospital? Nickel, Kilian; Milde, Katharina; Kremer, Dustin; Malich, Christine; Antweiler, Dario; Reibel, Thomas; Jovy-Klein, Florian; Sander, Jil; Bures, Dominik; Diehl, Anke |
Paper |
| 2022 | Bounding open space risk with decoupling autoencoders in open set recognition Lübbering, Max; Gebauer, M.; Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet |
Zeitschriftenaufsatz Journal Article |
| 2022 | Bringing Light Into the Dark: A large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework Ali, Mehdi; Berrendorf, Max; Hoyt, Charles Tapley; Vermue, Laurent; Galkin, Mikhail; Sharifzadeh, Sahand; Fischer, Asja; Tresp, Volker; Lehmann, Jens |
Zeitschriftenaufsatz Journal Article |
| 2022 | Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering Rony, Md Rashad Al Hasan; Zuo, Ying; Kovriguina, Liubov; Teucher, Roman; Lehmann, Jens |
Konferenzbeitrag Conference Paper |
| 2022 | Combining Knowledge Graphs and Language Models to Answer Questions over Tables Knoblach, Judith; Acharya, Nikhil; Koranemkattil, Bhavya; Both, Andreas; Collarana Vargas, Diego |
Konferenzbeitrag Conference Paper |
| 2022 | Combining Variational Autoencoders and Transformer Language Models for Improved Password Generation Biesner, David; Cvejoski, Kostadin; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2022 | Data Ecosystems: A New Dimension of Value Creation Using AI and Machine Learning Hecker, Dirk; Voß, Angelika; Wrobel, Stefan |
Aufsatz in Buch Book Article |
| 2022 | Datastack: Unification of Heterogeneous Machine Learning Dataset Interfaces Lübbering, Max; Pielka, Maren; Henk, Ilhamcengiz; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2022 | Deep learning supports the differentiation of alcoholic and other-than-alcoholic cirrhosis based on MRI Luetkens, J.A.; Nowak, S.; Mesropyan, N.; Block, W.; Praktiknjo, M.; Chang, J.; Bauckhage, C.; Sifa, Rafet; Sprinkart, A.M.; Faron, A.; Attenberger, U. |
Zeitschriftenaufsatz Journal Article |
| 2022 | Designing Data Spaces | Sammelband Anthology |
| 2022 | Deutsche Normungsroadmap Künstliche Intelligenz Adler, Rasmus; Bunte, Andreas; Burton, Simon; Großmann, Jürgen; Jaschke, Alexander; Kleen, Philip; Lorenz, Jeanette Miriam; Ma, Jackie; Markert, Karla; Meeß, Henri; Meyer, Olga; Neuhüttler, Jens; Philipp, Patrick; Poretschkin, Maximilian; Rennoch, Axel; Roscher, Karsten; Sperl, Philip; Usländer, Thomas; Weicken, Eva; Wrobel, Stefan; Zidowitz, Stephan; Ziehn, Jens; Kläs, Michael; Cheng, Chih-Hong; Heinrich, Jana; Knoblauch, Dorian; Heidrich, Jens; Görge, Rebekka; Kolomiichuk, Sergii; Lämmel, Philipp; Plinge, Axel; Rauh, Lukas; Tcholtchev, Nikolay Vassilev |
Studie Study |
| 2022 | DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation Rony, Md Rashad Al Hasan; Usbeck, Ricardo; Lehmann, Jens |
Konferenzbeitrag Conference Paper |
| 2022 | Die zeitlich-räumliche Verteilung von COVID-19 in Köln und beeinflussende soziale Faktoren im Zeitraum Februar 2020 bis Oktober 2021 Neuhann, F.; Ginzel, Sebastian; Buess, M.; Wolff, A.; Kugler, Sabine; Schlanstedt, G.; Kossow, A.; Nießen, J.; Rüping, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2022 | Die Zukunft der öffentlichen Verwaltung datenbasiert gestalten Dinnessen, Felix; Olbrich, Sebastian; Bringmann, Björn; Halscheidt, Sandra; Sifa, Rafet |
Paper |
| 2022 | Digitalization Workflow for Automated Structuring and Standardization of Maintenance Information of Wind Turbines into Domain Standard as a Basis for Reliability KPI Calculation Lutz, Marc-Alexander; Walgern, Julia; Beckh, Katharina; Schneider, Juliane; Faulstich, Stefan; Pfaffel, Sebastian |
Konferenzbeitrag Conference Paper |
| 2022 | Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph Completion Nayyeri, M.; Vahdati, S.; Khan, M.T.; Alam, M.M.; Wenige, L.; Behrend, A.; Lehmann, Jens |
Konferenzbeitrag Conference Paper |
| 2022 | Dynamic Review-based Recommenders Cvejoski, Kostadin; Sánchez, Ramsés J.; Bauckhage, Christian; Ojeda, César |
Konferenzbeitrag Conference Paper |
| 2022 | Ein Fitnesscoach für Menschen mit Querschnittslähmung Nickel, Kilian; Bolz, Janika |
Konferenzbeitrag Conference Paper |
| 2022 | Erkennung wahrgenommener Emotionalität mit Künstlicher Intelligenz in audiovisuellen Zeitzeugeninterviews Gref, Michael; Matthiesen, Nike |
Konferenzbeitrag Conference Paper |
| 2022 | Evaluation of Drift Detection Techniques for Automated Machine Learning Pipelines Abdelwahab, Hammam |
Master Thesis |
| 2022 | Flexible Table Recognition and Semantic Interpretation System Namysl, Marcin; Esser, Alexander Marco; Behnke, Sven; Köhler, Joachim |
Konferenzbeitrag Conference Paper |
| 2022 | From Open Set Recognition Towards Robust Multi-class Classification Lübbering, Max; Gebauer, Michael; Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2022 | Geschäftsmodelle - Stärkung der Cyber-Resilienz in KMU Siegwart, Christian; Scherhag, Felix; Pervölz, Kai; Frey, Georg |
Konferenzbeitrag Conference Paper |
| 2022 | Gradient Flows for L2 Support Vector Machine Training Bauckhage, Christian; Schneider, Helen; Wulff, Benjamin; Sifa, Rafet |
Paper |
| 2022 | Graph-based tensile strength approximation of random nonwoven materials by interpretable regression Antweiler, Dario; Harmening, Marc; Marheineke, Nicole; Schmeißer, Andre; Wegener, Raimund; Pascal Welke |
Zeitschriftenaufsatz Journal Article |
| 2022 | Improving Chest X-Ray Classification by RNN-based Patient Monitoring Biesner, David; Schneider, Helen; Wulff, Benjamin; Attenberger, Ulrike I.; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2022 | Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract) Ali, Mehdi; Berrendorf, Max; Galkin, Mikhail; Thost, Veronika; Ma, Tengfei; Tresp, Volker; Lehmann, Jens |
Konferenzbeitrag Conference Paper |
| 2022 | Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Houben, Sebastian; Albrecht, Stefanie; Akila, Maram; Bär, Andreas; Brockherde, Felix; Feifel, Patrick; Fingscheidt, Tim; Gannamaneni, Sujan Sai; Ghobadi, Seyed Eghbal; Hammam, Ahmed; Haselhoff, Anselm; Hauser, Felix; Heinzemann, Christian; Hoffmann, Marco; Kapoor, Nikhil; Kappel, Falk; Klingner, Marvin; Kronenberger, Jan; Küppers, Fabian; Löhdefink, Jonas; Mlynarski, Michael; Mock, Michael; Mualla, Firas; Pavlitskaya, Svetlana; Poretschkin, Maximilian; Pohl, Alexander; Ravi-Kumar, Varun; Rosenzweig, Julia; Rottmann, Matthias; Rüping, Stefan; Sämann, Timo; Schneider, Jan David; Schulz, Elena; Schwalbe, Gesina; Sicking, Joachim; Srivastava, Toshika; Varghese, Serin; Weber, Michael; Wirkert, Sebastian; Wirtz, Tim; Woehrle, Matthias |
Aufsatz in Buch Book Article |
| 2022 | KI-gestütztes Design of Experiments in Forschung und Entwicklung Weichert, Dorina; Ernis, Gunar |
Paper |
| 2022 | Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey Wörmann, Julian; Bogdoll, Daniel; Bührle, Etienne; Chen, Han; Chuo, Evaristus Fuh; Cvejoski, Kostadin; Elst, Ludger van; Gleißner, Tobias; Gottschall, Philip; Griesche, Stefan; Hellert, Christian; Hesels, Christian; Houben, Sebastian; Joseph, Tim; Keil, Niklas; Kelsch, Johann; Königshof, Hendrik; Kraft, Erwin; Kreuser, Leonie; Krone, Kevin; Latka, Tobias; Mattern, Denny; Matthes, Stefan; Munir, Mohsin; Nekolla, Moritz; Paschke, Adrian; Pintz, Maximilian Alexander; Qiu, Tianming; Qureishi, Faraz; Raza Rizvi, Syed Tahseen; Reichardt, Jörg; Rudolph, Stefan; Rüden, Laura von; Sagel, Alexander; Schunk, Gerhard; Shen, Hao; Stapelbroek, Hendrik; Stehr, Vera; Srinivas, Gurucharan; Tran, Anh; Vivekanandan, Abhishek; Wang, Ya; Wasserrab, Florian; Werner, Tino; Wirth, Christian; Zwicklbauer, Stefan |
Paper |
| 2022 | Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis Perevalov, A.; Yan, X.; Kovriguina, Liubov; Jiang, L.; Both, A.; Usbeck, Ricardo |
Konferenzbeitrag Conference Paper |
| 2022 | KPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports Hillebrand, Lars Patrick; Deußer, Tobias; Dilmaghani, Tim; Kliem, Bernd; Loitz, Rüdiger; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2022 | KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents Deußer, Tobias; Ali, Syed Musharraf; Hillebrand, Lars Patrick; Nurchalifah, Desiana Dien; Jacob, Basil; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2022 | Language Model Guided Knowledge Graph Embeddings Alam, Mirza Mohtashim; Rony, Md Rashad Al Hasan; Nayyeri, Mojtaba; Mohiuddin, Karishma; Akter, M.S.T.M.; Vahdati, Sahar; Lehmann, Jens |
Zeitschriftenaufsatz Journal Article |
| 2022 | Machine learning framework to predict nonwoven material properties from fiber graph representations Antweiler, Dario; Harmening, Marc; Marheineke, Nicole; Schmeißer, Andre; Wegener, Raimund; Pascal Welke |
Zeitschriftenaufsatz Journal Article |
| 2022 | Matching Experts to Questions: A Comparison of Recommender Systems Stenzel, Marc Robin; Lübbering, Max; Ulusay, Bilge; Uedelhoven, Daniel; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2022 | Methodik zur Absicherung von KI im Fahrzeug Blank, Frédérik; Hüger, Fabian; Mock, Michael; Stauner, Thomas |
Zeitschriftenaufsatz Journal Article |
| 2022 | Multitask Learning for Grapheme-to-Phoneme Conversion of Anglicisms in German Speech Recognition Pritzen, Julia; Gref, Michael; Zühlke, Dietlind; Schmidt, Christoph Andreas |
Konferenzbeitrag Conference Paper |
| 2022 | Omics and Multi-Omics Analysis for the Early Identification and Improved Outcome of Patients with Psoriatic Arthritis Gurke, Robert; Bendes, Annika; Bowes, John; Köhm, Michaela; Twyman, Richard M.; Barton, Anne; Elewaut, Dirk; Goodyear, Phil; Hahnefeld, Lisa; Hillenbrand, Rainer; Hunter, Ewan; Ibberson, Mark; Ioannidis, Vassilios; Kugler, Sabine; Lories, Rik J.; Resch, Eduard; Rüping, Stefan; Scholich, Klaus; Schwenk, Jochen M.; Waddington, James C.; Whitfield, Phil; Geisslinger, Gerd; FitzGerald, Oliver; Behrens, Frank; Pennington, Stephen R. |
Zeitschriftenaufsatz Journal Article |
| 2022 | OPTIMA: Framework Selecting Optimal Virtual Model to Query Large Heterogeneous Data Belmehdi, Chahrazed B. Bachir; Khiat, Abderrahmane; Keskes, Nabil |
Konferenzbeitrag Conference Paper |
| 2022 | Quantum Circuit Evolution on NISQ Devices Franken, Lukas; Georgiev, Bogdan; Mücke, Sascha; Wolter, Moritz; Heese, Raoul; Bauckhage, Christian; Piatkowski, Nico |
Konferenzbeitrag Conference Paper |
| 2022 | Quantum Feature Selection Mücke, Sascha; Heese, Raoul; Müller, Sabine; Wolter, Moritz; Piatkowski, Nico |
Paper |
| 2022 | Quantum- Inspired Structure- Preserving Probabilistic Inference Mücke, Sascha; Piatkowski, Nico |
Konferenzbeitrag Conference Paper |
| 2022 | Retrieval Augmented Generative Task-oriented Dialogue Systems Sahoo, Soumya Ranjan |
Master Thesis |
| 2022 | Robust Speech Recognition via Adaptation for German Oral History Interviews Gref, Michael |
Dissertation Doctoral Thesis |
| 2022 | Robustness in Fatigue Strength Estimation Weichert, Dorina; Kister, Alexander; Houben, Sebastian; Ernis, Gunar; Wrobel, Stefan |
Paper |
| 2022 | RoMe: A Robust Metric for Evaluating Natural Language Generation Rony, Md Rashad Al Hasan; Kovriguina, Liubov; Chaudhuri, Debanjan; Usbeck, Ricardo; Lehmann, Jens |
Konferenzbeitrag Conference Paper |
| 2022 | Safety Assurance of Machine Learning for Perception Functions Burton, Simon; Hellert, Christian; Hüger, Fabian; Mock, Michael; Rohatschek, Andreas |
Aufsatz in Buch Book Article |
| 2022 | ScrutinAI: A Visual Analytics Approach for the Semantic Analysis of Deep Neural Network Predictions Haedecke, Elena Gina; Mock, Michael; Akila, Maram |
Konferenzbeitrag Conference Paper |
| 2022 | SEC-Learn: Sensor Edge Cloud for Federated Learning Aichroth, Patrick; Antes, Christoph; Gembaczka, Pierre; Graf, Holger; Johnson, David S.; Jung, Matthias; Kämpfe, Thomas; Kleinberger, Thomas; Köllmer, Thomas; Kuhn, Thomas; Kutter, Christoph; Krüger, Jens; Loroch, Dominik M.; Lukashevich, Hanna; Laleni, Nelli; Zhang, Lei; Leugering, Johannes; Martín Fernández, Rodrigo; Mateu, Loreto; Mojumder, Shaown; Prautsch, Benjamin; Pscheidl, Ferdinand; Roscher, Karsten; Schneickert, Sören; Vanselow, Frank; Wallbott, Paul; Walter, Oliver; Weber, Nico |
Konferenzbeitrag Conference Paper |
| 2022 | Security of AI-Systems: Fundamentals Adilova, Linara; Böttinger, Konstantin; Danos, Vasilios; Jacob, Sven; Langer, Fabian; Markert, Thora; Poretschkin, Maximilian; Rosenzweig, Julia; Schulze, Jan-Philipp; Sperl, Philip |
Paper |
| 2022 | Seeking Patterns of Visual Pattern Discovery for Knowledge Building Andrienko, Natalia; Andrienko, Gennady; Chen, S.; Fisher, B. |
Zeitschriftenaufsatz Journal Article |
| 2022 | SGPT: A Generative Approach for SPARQL Query Generation From Natural Language Questions Rony, Md Rashad Al Hasan; Kumar, U.; Teucher, Roman; Kovriguina, Liubov; Lehmann, Jens |
Zeitschriftenaufsatz Journal Article |
| 2022 | Sicherheit von Quantum Machine Learning Sultanow, Eldar; Bauckhage, Christian; Knopf, Christian; Piatkowski, Nico |
Zeitschriftenaufsatz Journal Article |
| 2022 | Solving Subset Sum Problems using Quantum Inspired Optimization Algorithms with Applications in Auditing and Financial Data Analysis Biesner, David; Gerlach, Thore Thassilo; Bauckhage, Christian; Kliem, Bernd; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2022 | Some applications of heat flow to Laplace eigenfunctions Georgiev, Bogdan; Mukherjee, M. |
Zeitschriftenaufsatz Journal Article |
| 2022 | SPARQL querying for validating the usage of automatically georeferenced social media data as human sensors for air quality Andreadis, Stelios; Mavropoulos, Thanassis; Pantelidis, Nick; Vrochidis, Stefanos; Elias, Mirette Magdy Michel; Papadopoulos, Charis; Gialampoukidis, Ilias; Kompatsiaris, Ioannis |
Konferenzbeitrag Conference Paper |
| 2022 | Spatial concept learning and inference on geospatial polygon data Westphal, Patrick; Grubenmann, T.; Collarana Vargas, Diego; Bin, S.; Bühmann, L.; Lehmann, Jens |
Zeitschriftenaufsatz Journal Article |
| 2022 | Sprachversteher Hecker, Dirk; Paass, Gerhard |
Zeitschriftenaufsatz Journal Article |
| 2022 | Superquadric Indoor Scene Representation for Orientation and Navigation Tasks Gomez, Alan; Rilling, Stefan; Herpers, Rainer |
Konferenzbeitrag Conference Paper |
| 2022 | Supporting Visual Exploration of Iterative Job Scheduling Andrienko, Gennady; Andrienko, Natalia; Garcia, Jose Manuel Cordero; Hecker, Dirk; Vouros, George A. |
Zeitschriftenaufsatz Journal Article |
| 2022 | Survey on English Entity Linking on Wikidata: Datasets and approaches Möller, Cedric; Lehmann, Jens; Usbeck, Ricardo |
Zeitschriftenaufsatz Journal Article |
| 2022 | Symptom diaries as a digital tool to detect SARS-CoV-2 infections and differentiate between prevalent variants Grüne, Barbara; Kugler, Sabine; Ginzel, Sebastian; Wolff, Anna; Buess, Michael; Kossow, Annelene; Küfer-Weiß, Annika; Rüping, Stefan; Neuhann, Florian |
Zeitschriftenaufsatz Journal Article |
| 2022 | The why and how of trustworthy AI Schmitz, Anna; Akila, Maram; Hecker, Dirk; Poretschkin, Maximilian; Wrobel, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2022 | Time-aware Entity Alignment using Temporal Relational Attention Xu, Chengjin; Su, Fenglong; Xiong, Bo; Lehmann, Jens |
Konferenzbeitrag Conference Paper |
| 2022 | Towards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning Piatkowski, Nico; Gerlach, Thore Thassilo; Hugues, Romain; Sifa, Rafet; Bauckhage, Christian; Barbaresco, F. |
Konferenzbeitrag Conference Paper |
| 2022 | Towards Generating Financial Reports from Tabular Data Using Transformers Chapman, Clayton; Hillebrand, Lars Patrick; Stenzel, Marc Robin; Deußer, Tobias; Biesner, David; Bauckhage, Christian; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2022 | Towards Informed Pre-Training for Critical Error Detection in English-German Pucknat, Lisa; Pielka, Maren; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2022 | Towards Symmetry-Aware Pneumonia Detection on Chest X-Rays Schneider, Helen; Lübbering, Max; Kador, Rebecca; Broß, Maximilian; Priya, Priya; Biesner, David; Wulff, Benjamin; Bell Felix de Oliveira, Thiago; Layer, Yannik C.; Attenberger, Ulrike; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
| 2022 | Transparency and Reliability Assurance Methods for Safeguarding Deep Neural Networks - A Survey Haedecke, Elena Gina; Pintz, Maximilian Alexander |
Paper |
| 2022 | Uncovering Chains of Infections through Spatio-Temporal and Visual Analysis of COVID-19 Contact Traces Antweiler, Dario; Sessler, David; Rossknecht, Maxim; Abb, Benjamin; Ginzel, Sebastian; Kohlhammer, Jörn |
Zeitschriftenaufsatz Journal Article |
| 2022 | Using Interactive Visualization and Machine Learning for Seismic Interpretation Bogen, Manfred; Ewert, Christian; Landenberg, André von; Rilling, Stefan; Wulff, Benjamin |
Aufsatz in Buch Book Article |
| 2022 | Visual Analytics for Human-Centered Machine Learning Andrienko, Natalia; Andrienko, Gennady; Adilova, Linara; Wrobel, Stefan |
Zeitschriftenaufsatz Journal Article |
| 2022 | Visualizing Rule-based Classifiers for Clinical Risk Prognosis Antweiler, Dario; Fuchs, Georg |
Konferenzbeitrag Conference Paper |
| 2022 | Wasserstein Dropout Sicking, Joachim; Akila, Maram; Pintz, Maximilian Alexander; Wirtz, Tim; Wrobel, Stefan; Fischer, Asja |
Zeitschriftenaufsatz Journal Article |
| 2022 | We need to talk. How Computers Learn Languages Paass, Gerhard |
Zeitschriftenaufsatz Journal Article |
| 2022 | What can we expect from Quantum (Digital) Twins? Amir, Malik; Bauckhage, Christian; Chircu, Alina; Czarnecki, Christian; Knopf, Christian; Piatkowski, Nico; Sultanow, Eldar |
Konferenzbeitrag Conference Paper |
| 2022 | Wie Computer Sprachen lernen Paass, Gerhard |
Zeitschriftenaufsatz Journal Article |
| 2022 | Yes we care! - Certification for machine learning methods through the care label framework Morik, Katharina J.; Kotthaus, Helena; Fischer, Raphael; Mücke, Sascha; Jakobs, Matthias; Piatkowski, Nico; Pauly, Andreas; Heppe, Lukas; Heinrich, Danny |
Zeitschriftenaufsatz Journal Article |
| 2022 | Zero-Shot Text Matching for Automated Auditing using Sentence Transformers Biesner, David; Pielka, Maren; Ramamurthy, Rajkumar; Dilmaghani, Tim; Kliem, Bernd; Loitz, Rüdiger; Sifa, Rafet |
Konferenzbeitrag Conference Paper |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica