Publikationen 2022

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 Machine Learning
Beckh, Katharina; Müller, Sebastian; Rüping, Stefan
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 Climate Change Impact Chains: A Review of Applications, Challenges, and Opportunities for Climate Risk and Vulnerability Assessments
Menk, Linda; Terzi, Stefano; Zebisch, Marc; Rome, Erich; Lückerath, Daniel; Milde, Katharina; Kienberger, Stefan
Zeitschriftenaufsatz
Journal Article
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 Deep Neural Networks and Data for Automated Driving
Sammelband
Anthology
2022 DenseHMM: Learning Hidden Markov Models by Learning Dense Representations
Sicking, Joachim; Pintz, Maximilian Alexander; Akila, Maram; Wirtz, Tim
Konferenzbeitrag
Conference Paper
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 DOTA 2 match prediction through deep learning team fight models
Ke, Cheng Hao; Deng, Haozhang; Xu, Congda; Li, Jiong; Gu, Xingyun; Yadamsuren, Borchuluun; Klabjan, Diego; Sifa, Rafet; Drachen, Anders; Demediuk, Simon
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 Feature Attribution for Automatic Medical Coding
Sauvant, Marie Pauline
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 Improving Intensive Care Chest X-Ray Classification by Transfer Learning and Automatic Label Generation
Schneider, Helen; Biesner, David; Nowak, Sebastian; Layer, Yannick C.; Theis, Maike; Block, Wolfgang; Wulff, Benjamin; Sprinkart, Alois M.; Attenberger, Ulrike I.; Sifa, Rafet
Konferenzbeitrag
Conference Paper
2022 Informed Pre-Training on Prior Knowledge
Rüden, Laura von; Houben, Sebastian; Cvejoski, Kostadin; Bauckhage, Christian; Piatkowski, Nico
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 Investigating The Scalability of Kernel Minimum Enclosing Balls for Novelty Detection: Algorithms with Empirical Evaluations
Kondratiuk, Hanna; Sifa, Rafet
Konferenzbeitrag
Conference Paper
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 Multi-Agent Neural Rewriter for Vehicle Routing with Limited Disclosure of Costs
Paul, Nathalie; Wirtz, Tim; Wrobel, Stefan; Kister, Alexander
Paper
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 Structure and Learning
Dong, Tiansi; Rettinger, Achim; Tang, Jie; Tversky, Barbara; Harmelen, Frank van
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 automating Numerical Consistency Checks in Financial Reports
Hillebrand, Lars Patrick; Deußer, Tobias; Dilmaghani, Tim; Kliem, Bernd; Loitz, Rüdiger; Bauckhage, Christian; Sifa, Rafet
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
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
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
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