Publikationen 2021 - 2022 - Fraunhofer IAIS

Jahr Year	Titel/Autor:in Title/Author	Publikationstyp Publication Type
2022-04-27	A generalized Weisfeiler-Lehman graph kernel Schulz, Till Hendrik; Horvath, Tamas; Welke, Pascal; Wrobel, Stefan	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	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	Zeitschriftenaufsatz Journal Article
2022-06-18	Safety Assurance of Machine Learning for Perception Functions Burton, Simon; Hellert, Christian; Hüger, Fabian; Mock, Michael; Rohatschek, Andreas	Aufsatz in Buch Book Article
2022-04-27	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	Some applications of heat flow to Laplace eigenfunctions Georgiev, B.; Mukherjee, M.	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

Jahr Year	Titel/Autor:in Title/Author	Publikationstyp Publication Type
2021	(So) Big Data and the transformation of the city Andrienko, G.; Andrienko, N.; Boldrini, C.; Caldarelli, G.; Cintia, P.; Cresci, S.; Facchini, A.; Giannotti, F.; Gionis, A.; Guidotti, R.; Mathioudakis, M.; Muntean, C.I.; Pappalardo, L.; Pedreschi, D.; Pournaras, E.; Pratesi, F.; Tesconi, M.; Trasarti, R.	Zeitschriftenaufsatz Journal Article
2021	5* Knowledge Graph Embeddings with Projective Transformations Nayyeri, Mojtaba; Vahdati, Sahar; Aykul, Can; Lehmann, Jens	Konferenzbeitrag Conference Paper
2021	A Comparative Pronunciation Mapping Approach Using G2P Conversion for Anglicisms in German Speech Recognition Pritzen, Julia; Gref, Michael; Schmidt, Christoph Andreas; Zühlke, Dietlind	Konferenzbeitrag Conference Paper
2021	A Novel Regression Loss for Non-Parametric Uncertainty Optimization Sicking, Joachim; Akila, Maram; Pintz, Maximilian; Wirtz, Tim; Fischer, Asja; Wrobel, Stefan	Konferenzbeitrag Conference Paper
2021	A Scalable Approach for Distributed Reasoning over Large-scale OWL Datasets Mohamed, Heba; Fathalla, Said; Lehmann, Jens; Jabeen, Hajira	Konferenzbeitrag Conference Paper
2021	A theoretical model for pattern discovery in visual analytics Andrienko, N.; Andrienko, G.; Miksch, S.; Schumann, H.; Wrobel, S.	Zeitschriftenaufsatz Journal Article
2021	A Virtual Knowledge Graph for Enabling Defect Traceability and Customer Service Analytics Wilhelm, N.; Collarana, D.; Lehmann, J.	Konferenzbeitrag Conference Paper
2021	Advances in Password Recovery Using Generative Deep Learning Techniques Biesner, D.; Cvejoski, K.; Georgiev, B.; Sifa, R.; Krupicka, E.	Konferenzbeitrag Conference Paper
2021	AI as Co-workers: An Explorative Research on Technology Acceptance Based on the Revised Bloom Taxonomy Greiner, C.; Jovy-Klein, F.; Peisl, T.	Konferenzbeitrag Conference Paper
2021	ALiBERT: Improved automated list inspection (ALI) with BERT Ramamurthy, R.; Pielka, M.; Stenzel, R.; Bauckhage, C.; Sifa, R.; Khameneh, T.D.; Warning, U.; Kliem, B.; Loitz, R.	Konferenzbeitrag Conference Paper
2021	An Integrated Approach to a Safety Argumentation for AI-Based Perception Functions in Automated Driving Mock, Michael; Scholz, Stefan; Blank, Frederik; Hüger, Fabian; Rohatschek, Andreas; Schwarz, Loren; Stauner, Thomas	Konferenzbeitrag Conference Paper
2021	An Optimization for Convolutional Network Layers Using the Viola-Jones Framework and Ternary Weight Networks Agombar, R.; Bauckhage, C.; Luebbering, M.; Sifa, R.	Konferenzbeitrag Conference Paper
2021	Analysing the evolution of computer science events leveraging a scholarly knowledge graph: A scientometrics study of top-ranked events in the past decade Lackner, A.; Fathalla, S.; Nayyeri, M.; Behrend, A.; Manthey, R.; Auer, S.; Lehmann, J.; Vahdati, S.	Zeitschriftenaufsatz Journal Article
2021	Anonymization of German financial documents using neural network-based language models with contextual word representations Biesner, David; Ramamurthy, Rajkumar; Stenzel, Robin; Lübbering, Max; Hillebrand, Lars Patrick; Ladi, Anna; Pielka, Maren; Loitz, Rüdiger; Bauckhage, Christian; Sifa, Rafet	Zeitschriftenaufsatz Journal Article
2021	Archetypal Analysis Based Anomaly Detection for Improved Storytelling in Multiplayer Online Battle Arena Games Sifa, R.; Drachen, A.; Block, F.; Moon, S.; Dubhashi, A.; Xiao, H.; Li, Z.; Klabjan, D.; Demediuk, S.	Konferenzbeitrag Conference Paper
2021	Assessing Earthquake Impacts and Monitoring Resilience of Historic Areas: Methods for GIS Tools Giovinazzi, S.; Marchili, C.; Pietro, A. Di; Giordano, L.; Costanzo, A.; Porta, L.L.; Pollino, M.; Rosato, V.; Lückerath, D.; Milde, K.; Ullrich, O.	Zeitschriftenaufsatz Journal Article
2021	Assistive HCI-Serious Games Co-design Insights: The Case Study of i-PROGNOSIS Personalized Game Suite for Parkinson's Disease Dias, S.B.; Diniz, J.A.; Konstantinidis, E.; Savvidis, T.; Zilidou, V.; Bamidis, P.D.; Grammatikopoulou, A.; Dimitropoulos, K.; Grammalidis, N.; Jaeger, H.; Stadtschnitzer, M.; Silva, H.; Telo, G.; Ioakeimidis, I.; Ntakakis, G.; Karayiannis, F.; Huchet, E.; Hoermann, V.; Filis, K.; Theodoropoulou, E.; Lyberopoulos, G.; Kyritsis, K.; Papadopoulos, A.; Depoulos, A.; Trivedi, D.; Chaudhuri, R.K.; Klingelhoefer, L.; Reichmann, H.; Bostantzopoulou, S.; Katsarou, Z.; Iakovakis, D.; Hadjidimitriou, S.; Charisis, V.; Apostolidis, G.; Hadjileontiadis, L.J.	Zeitschriftenaufsatz Journal Article
2021	Author Correction: Replication and Refinement of an Algorithm for Automated Drusen Segmentation on Optical Coherence Tomography Wintergerst, M.W.M.; Gorgi Zadeh, S.; Wiens, V.; Thiele, S.; Schmitz-Valckenberg, S.; Holz, F.G.; Finger, R.P.; Schultz, T.	Zeitschriftenaufsatz Journal Article
2021	Auto Encoding Explanatory Examples with Stochastic Paths Ojeda, César; Sánchez, Ramsés J.; Cvejoski, Kostadin; Schücker, Jannis; Bauckhage, Christian; Georgiev, Bogdan	Konferenzbeitrag Conference Paper
2021	Automatic Indexing of Financial Documents via Information Extraction Ramamurthy, Rajkumar; Lübbering, Max; Bell , Thiago; Gebauer, Michael; Ulusay, Bilge; Uedelhoven, Daniel; Dilmaghani, Tim; Loitz, Rüdiger; Pielka, Maren; Bauckhage, Christian; Sifa, Rafet	Konferenzbeitrag Conference Paper
2021	Automating and utilising equal-distribution data classification Andrienko, G.; Andrienko, N.; Kureshi, I.; Lee, K.; Smith, I.; Staykova, T.	Zeitschriftenaufsatz Journal Article
2021	BenchEmbedd: A FAIR benchmarking tool for knowledge graph embeddings Sadeghi, A.; Shahini, X.; Schmitz, M.; Lehmann, J.	Konferenzbeitrag Conference Paper
2021	Benchmarking table recognition performance on biomedical literature on neurological disorders Adams, Tim; Namysl, Marcin; Kodamullil, Alpha Tom; Behnke, Sven; Jacobs, Marc	Zeitschriftenaufsatz Journal Article
2021	Bilingual I-Vector Extractor for DNN Hybrid Acoustic Model Training in German Speech Recognition Systems Wang, Yao; Gref, Michael; Walter, Oliver; Schmidt, Christoph Andreas	Konferenzbeitrag Conference Paper
2021	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
2021	CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata Kannan Ravi, Manoj Prabhakar; Singh, Kuldeep; Mulang', Isaiah Onando; Shekarpour, Saeedeh; Hoffart, Johannes; Lehmann, Jens	Konferenzbeitrag Conference Paper
2021	CLEP: A hybrid data- and knowledge-driven framework for generating patient representations Bharadhwaj, Vinay Srinivas; Ali, Mehdi; Birkenbihl, Colin; Mubeen, Sarah; Lehmann, Jens; Hofmann-Apitius, Martin; Hoyt, Charles Tapley; Domingo-Fernández, Daniel	Zeitschriftenaufsatz Journal Article
2021	Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams Chen, S.; Andrienko, N.; Andrienko, G.; Li, J.; Yuan, X.	Zeitschriftenaufsatz Journal Article
2021	Communication efficient distributed learning of neural networks in Big Data environments using Spark Alkhoury, Fouad; Wegener, Dennis; Sylla, Karl-Heinz; Mock, Michael	Konferenzbeitrag Conference Paper
2021	Constructing Spaces and Times for Tactical Analysis in Football Andrienko, Gennady; Andrienko, Natalia; Anzer, Gabriel; Bauer, P.; Budziak, G.; Fuchs, G.; Hecker, D.; Weber, H.; Wrobel, Stefan	Zeitschriftenaufsatz Journal Article
2021	Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs Plepi, J.; Kacupaj, E.; Singh, K.; Thakkar, H.; Lehmann, J.	Konferenzbeitrag Conference Paper
2021	Conversational question answering over knowledge graphs with transformer and graph attention networks Kacupaj, E.; Plepi, J.; Singh, K.; Thakkar, H.; Lehmann, J.; Maleshkova, M.	Konferenzbeitrag Conference Paper
2021	Correction to: Human migration: The big data perspective Sîrbu, A.; Andrienko, G.; Andrienko, N.; Boldrini, C.; Conti, M.; Giannotti, F.; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C.I.; Pappalardo, L.; Passarella, A.; Pedreschi, D.; Pollacci, L.; Pratesi, F.; Sharma, R.	Zeitschriftenaufsatz Journal Article
2021	Decision Snippet Features Welke, Pascal; Alkhoury, Fouad; Bauckhage, Christian; Wrobel, Stefan	Konferenzbeitrag Conference Paper
2021	Decoupling Autoencoders for Robust One-vs-Rest Classification Lübbering, Max; Gebauer, Michael; Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet	Konferenzbeitrag Conference Paper
2021	Design and Evaluation of a Generic Orchestrator that executes an AI pipeline Morbagal Harish, Tejas	Master Thesis
2021	Design and evaluation of a subsystem (mircoservice) to create a deployment client for AI pipelines based on docker containers using gRPC Naeem, Sajid	Master Thesis
2021	Die Nachvollziehbarkeit von KI-Anwendungen in der Medizin Hänold, Stefanie; Schlee, Nelli; Antweiler, Dario; Beckh, Katharina	Zeitschriftenaufsatz Journal Article
2021	Discover Relations in the Industry 4.0 Standards Via Unsupervised Learning on Knowledge Graph Embeddings Rivas, Ariam; Grangel-González, Irlán; Collarana, Diego; Lehmann, Jens; Vidal, Maria-Esther	Zeitschriftenaufsatz Journal Article
2021	DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines for RDF Knowledge Graphs Draschner, Carsten Felix; Stadler, Claus; Farshad Bakhshandegan Moghaddam; Lehmann, Jens; Jabeen, Hajira	Konferenzbeitrag Conference Paper
2021	DistSim - Scalable Distributed in-Memory Semantic Similarity Estimation for RDF Knowledge Graphs Draschner, Carsten Felix; Lehmann, Jens; Jabeen, Hajira	Konferenzbeitrag Conference Paper
2021	Embedding Knowledge Graphs Attentive to Positional and Centrality Qualities Sadeghi, Afshin; Collarana, Diego; Graux, Damien; Lehmann, Jens	Konferenzbeitrag Conference Paper
2021	Empirical Error Modeling Improves Robustness of Noisy Neural Sequence Labeling Namysl, Marcin; Behnke, Sven; Köhler, Joachim	Konferenzbeitrag Conference Paper
2021	Evaluation and re-usable implementation of DL-based approaches for Entity Recognition Gugu, Andel	Master Thesis
2021	Extracting and Utilizing templates for Question Answering over Knowledge Graph Kumar, Uttam	Master Thesis
2021	Formal Concept Analysis for Semantic Compression of Knowledge Graph Versions Graux, Damien; Collarana, Diego; Orlandi, Fabrizio	Konferenzbeitrag Conference Paper
2021	GAIA-X and IDS Otto, Boris; Rubina, Alina; Eitel, Andreas; Teuscher, Andreas; Schleimer, Anna Maria; Lange, Christoph; Stingl, Dominik; Loukipoudis, Evgueni; Brost, Gerd; Boege, Gernot; Pettenpohl, Heinrich; Langkau, Joerg; Gelhaar, Joshua; Mitani, Koki; Hupperz, Marius; Huber, Monika; Jahnke, Nils; Brandstädter, Robin; Wessel, Sascha; Bader, Sebastian	Bericht Report
2021	Generative Machine Learning for Resource-Aware 5G and IoT Systems Piatkowski, Nico; Mueller-Roemer, Johannes; Hasse, Peter; Bachorek, Adam; Werner, Tim; Birnstill, Pascal; Morgenstern, Andreas; Stobbe, Lutz	Konferenzbeitrag Conference Paper
2021	Geolog: Scalable logic programming on spatial data Grubenmann, T.; Lehmann, J.	Konferenzbeitrag Conference Paper
2021	GeoWINE: Geolocation based Wiki, Image, News and Event Retrieval Tahmasebzadeh, Golsa; Kacupaj, Endri; Müller-Budack, Eric; Hakimov, Sherzod; Lehmann, Jens; Ewerth, Ralph	Konferenzbeitrag Conference Paper
2021	Give more data, awareness and control to individual citizens, and they will help COVID-19 containment Nanni, M.; Andrienko, G.; Barabási, A.-L.; Boldrini, C.; Bonchi, F.; Cattuto, C.; Chiaromonte, F.; Comandé, G.; Conti, M.; Coté, M.; Dignum, F.; Dignum, V.; Domingo-Ferrer, J.; Ferragina, P.; Giannotti, F.; Guidotti, R.; Helbing, D.; Kaski, K.; Kertesz, J.; Lehmann, S.; Lepri, B.; Lukowicz, P.; Matwin, S.; Jiménez, D.M.; Monreale, A.; Morik, K.; Oliver, N.; Passarella, A.; Passerini, A.; Pedreschi, D.; Pentland, A.; Pianesi, F.; Pratesi, F.; Rinzivillo, S.; Ruggieri, S.; Siebes, A.; Torra, V.; Trasarti, R.; Hoven, J.; Vespignani, A.	Zeitschriftenaufsatz Journal Article
2021	Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers Chaudhuri, D.; Rony, M.R.A.H.; Lehmann, J.	Konferenzbeitrag Conference Paper
2021	Grundlagen des Maschinellen Lernens Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, Gerhard; Rüping, Stefan	Aufsatz in Buch Book Article
2021	HORUS-NER: A Multimodal Named Entity Recognition Framework for Noisy Data Esteves, Diego; Marcelino, José; Chawla, Piyush; Fischer, Asja; Lehmann, Jens	Konferenzbeitrag Conference Paper
2021	How to Trust Generative Probabilistic Models for Time-Series Data? Piatkowski, N.; Posch, P.N.; Krause, M.	Konferenzbeitrag Conference Paper
2021	Human migration: The big data perspective Sîrbu, A.; Andrienko, G.; Andrienko, N.; Boldrini, C.; Conti, M.; Giannotti, F.; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C.I.; Pappalardo, L.; Passarella, A.; Pedreschi, D.; Pollacci, L.; Pratesi, F.; Sharma, R.	Zeitschriftenaufsatz Journal Article
2021	Impact of Stochastic Rewards in Reinforcement Learning based Combinatorial Optimization Adams, Markus	Master Thesis
2021	Improving Grapheme-to-Phoneme Conversion for Anglicisms in German Speech Recognition Pritzen, Julia Maria	Master Thesis
2021	Improving Inductive Link Prediction Using Hyper-relational Facts Ali, Mehdi; Berrendorf, Max; Galkin, Mikhail; Thost, Veronika; Ma, Tengfei; Tresp, Volker; Lehmann, Jens	Konferenzbeitrag Conference Paper
2021	Indexed Negative Sampling and Scalable Knowledge Graph Embedding Models Rashid, Tasneem Tazeen	Master Thesis
2021	Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Houben, Sebastian; Abrecht, Stephanie; 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	Paper
2021	Introducing the NLU showroom: A NLU demonstrator for the German language Wegener, D.; Giesselbach, S.; Doll, N.; Horstmann, H.	Konferenzbeitrag Conference Paper
2021	Introduction to Machine Learning with Robots and Playful Learning Olari, Victoriya; Cvejoski, Kostadin; Eide, Øyvind	Konferenzbeitrag Conference Paper
2021	Introduction to neural network-based question answering over knowledge graphs Chakraborty, Nilesh; Lukovnikov, Denis; Maheshwari, Gaurav; Trivedi, Priyansh; Lehmann, Jens; Fischer, Aslj	Zeitschriftenaufsatz Journal Article
2021	Knowledge Graph Based Question Answering System for Financial Securities Bulla, Marius; Hillebrand, Lars Patrick; Lübbering, Max; Sifa, Rafet	Konferenzbeitrag Conference Paper
2021	Knowledge Graph Representation Learning using Ordinary Differential Equations Nayyeri, Mojtaba; Xu, Chengjin; Hoffmann, Franca; Alam, Mirza Mohtashim; Lehmann, Jens; Vahdati, Sahar	Konferenzbeitrag Conference Paper
2021	Learning Deep Generative Models for Queuing Systems Ojeda, César; Cvejoski, Kostadin; Georgiev, Bogdan; Bauckhage, Christian; Schuecker, Jannis; Sánchez, Ramsés J.	Konferenzbeitrag Conference Paper
2021	Learning Weakly Convex Sets in Metric Spaces Stadtländer, Eike; Horvath, Tamas; Wrobel, Stefan	Konferenzbeitrag Conference Paper
2021	Leitfaden zur Gestaltung vertrauenswürdiger Künstlicher Intelligenz (KI-Prüfkatalog) 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
2021	Lessons Learned on Conducting Dwelling Detection on VHR Satellite Imagery for the Management of Humanitarian Operations Wickert, Lorenz; Bogen, Manfred; Richter, Marvin	Zeitschriftenaufsatz Journal Article
2021	Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain Nayyeri, M.; Cil, G.M.; Vahdati, S.; Osborne, F.; Kravchenko, A.; Angioni, S.; Salatino, A.; Recupero, D.R.; Motta, E.; Lehmann, J.	Zeitschriftenaufsatz Journal Article
2021	Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed Limitations of Embedding Models Nayyeri, M.; Xu, C.; Yaghoobzadeh, Y.; Vahdati, S.; Alam, M.M.; Yazdi, H.S.; Lehmann, J.	Konferenzbeitrag Conference Paper
2021	Management System Support for Trustworthy Artificial Intelligence Mock, Michael; Schmitz, Anna; Adilova, Linara; Becker, Daniel; Cremers, Armin B.; Poretschkin, Maximilian	Studie Study
2021	Maximum Margin Separations in Finite Closure Systems Seiffahrt, Florian; Horvárth, Tamás; Wrobel, Stefan	Konferenzbeitrag Conference Paper
2021	Metadata analysis of open educational resources Tavakoli, M.; Elias, M.; Kismihok, G.; Auer, S.	Konferenzbeitrag Conference Paper
2021	Microplastics in lakeshore and lakebed sediments - External influences and temporal and spatial variabilities of concentrations Hengstmann, E.; Weil, E.; Wallbott, P.C.; Tamminga, M.; Fischer, E.K.	Zeitschriftenaufsatz Journal Article
2021	Monte Carlo Tree Search for high precision manufacturing Weichert, Dorina; Horchler, Felix; Kister, Alexander; Trost, Marcus; Hartung, Johannes; Risse, Stefan	Paper
2021	Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings Xu, Chengjin; Nayyeri, Mojtaba; Vahdati, Sahar; Lehmann, Jens	Konferenzbeitrag Conference Paper
2021	New active learning algorithms for near-infrared spectroscopy in agricultural applications Krause, Julius; Günder, Maurice; Schulz, Daniel; Gruna, Robin	Zeitschriftenaufsatz Journal Article
2021	Object Detection in Dense Volume Data Sharma, Ramit	Master Thesis
2021	ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation Kacupaj, E.; Banerjee, B.; Singh, K.; Lehmann, J.	Konferenzbeitrag Conference Paper
2021	Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities Rosenzweig, Julia; Sicking, Joachim; Houben, Sebastian; Mock, Michael; Akila, Maram	Konferenzbeitrag Conference Paper
2021	Pattern Recognition	Tagungsband Conference Proceeding
2021	Pattern-Aware and Noise-Resilient Embedding Models Nayyeri, M.; Vahdati, S.; Sallinger, E.; Alam, M.M.; Yazdi, H.S.; Lehmann, J.	Konferenzbeitrag Conference Paper
2021	Performance of ECG-based seizure detection algorithms strongly depends on training and test conditions Jahanbekam, A.; Baumann, J.; Nass, R.D.; Bauckhage, C.; Hill, H.; Elger, C.E.; Surges, R.	Zeitschriftenaufsatz Journal Article
2021	PillarFPN: A Feature Pyramid Extension to Pointpillars for 3D Object Detection Munshi, Harsh	Master Thesis
2021	Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation Adilova, Linara; Schulz, Elena; Akila, Maram; Houben, Sebastian; Schneider, Jan David; Hüger, Fabian; Wirtz, Tim	Konferenzbeitrag Conference Paper
2021	Predicting Player Churn with Echo State Networks Sifa, Rafet	Konferenzbeitrag Conference Paper
2021	Propensity-score-matched comparison of safety, efficacy, and outcome of intravascular lithotripsy versus high-pressure PTCA in coronary calcified lesions Aksoy, A.; Tiyerili, V.; Jansen, N.; Al Zaidi, M.; Thiessen, M.; Sedaghat, A.; Becher, M.U.; Jansen, F.; Nickenig, G.; Zimmer, S.	Zeitschriftenaufsatz Journal Article
2021	Proxy Indicators for the Quality of Open-domain Dialogues Nedelchev, Rostislav; Lehmann, Jens; Usbeck, Ricardo	Konferenzbeitrag Conference Paper
2021	PyKEEN 1.0: A python library for training and evaluating knowledge graph embeddings Ali, M.; Berrendorf, M.; Hoyt, C.T.; Vermue, L.; Sharifzadeh, S.; Tresp, V.; Lehmann, J.	Zeitschriftenaufsatz Journal Article
2021	Relational Pattern Benchmarking on the Knowledge Graph Link Prediction Task Sadeghi, Afshin; Abdul Malik, Hirra; Collarana, Diego; Lehmann, Jens	Vortrag Presentation
2021	Semantic Based Approach for Entity Matching on Noisy Semistructured Data Nikhil, Acharya	Master Thesis
2021	Semantic Concept Testing in Autonomous Driving by Extraction of Object-Level Annotations from CARLA Gannamaneni, Sujan; Houben, Sebastian; Akila, Maram	Konferenzbeitrag Conference Paper
2021	Small Data in NLU: Proposals towards a Data-Centric Approach Zarcone, Alessandra; Lehmann, Jens; Habets, Emanuel	Vortrag Presentation
2021	Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention Transformer Galetzka, Fabian; Rose, Jewgeni; Schlangen, David; Lehmann, Jens	Konferenzbeitrag Conference Paper
2021	Street-Map Based Validation of Semantic Segmentation in Autonomous Driving Rüden, Laura von; Wirtz, Tim; Hueger, Fabian; Schneider, Jan David; Piatkowski, Nico; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2021	Supervised autoencoder variants for end to end anomaly detection Lübbering, M.; Gebauer, M.; Ramamurthy, R.; Sifa, R.; Bauckhage, C.	Konferenzbeitrag Conference Paper
2021	Supporting verification of news articles with automated search for semantically similar articles Gupta, V.; Beckh, K.; Giesselbach, S.; Wegener, D.; Wirtz, T.	Konferenzbeitrag Conference Paper
2021	Switching Dynamical Systems with Deep Neural Networks Ojeda, César; Georgiev, Bogdan; Cvejoski, Kostadin; Schücker, Jannis; Bauckhage, Christian; Sánchez, Ramsés J.	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
2021	Template-based Question Answering using Recursive Neural Networks Athreya, R.G.; Bansal, S.K.; Ngonga Ngomo, A.-C.; Usbeck, R.	Konferenzbeitrag Conference Paper
2021	Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings Xu, Chengjin; Chen, Yung-Yu; Nayyeri, Mojtaba; Lehmann, Jens	Konferenzbeitrag Conference Paper
2021	The Standardization Process as a Chance for Conceptual Refinement of a Disaster Risk Management Framework: The ARCH Project Lindner, R.; Lückerath, D.; Milde, K.; Ullrich, O.; Maresch, S.; Peinhardt, K.; Latinos, V.; Hernantes, J.; Jaca, C.	Zeitschriftenaufsatz Journal Article
2021	Tiefe neuronale Netze Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, G.	Aufsatz in Buch Book Article
2021	Time-aware Graph Neural Network for Entity Alignment between Temporal Knowledge Graphs Xu, Chengjin; Su, Fenglong; Lehmann, Jens	Konferenzbeitrag Conference Paper
2021	Toward flexible visual analytics augmented through smooth display transitions Tominski, C.; Andrienko, G.; Andrienko, N.; Bleisch, S.; Fabrikant, S.I.; Mayr, E.; Miksch, S.; Pohl, M.; Skupin, A.	Zeitschriftenaufsatz Journal Article
2021	Towards holistic Entity Linking: Survey and directions Oliveira, I.L.; Fileto, R.; Speck, R.; Garcia, L.P.F.; Moussallem, D.; Lehmann, J.	Zeitschriftenaufsatz Journal Article
2021	Towards Intelligent Food Waste Prevention: An Approach Using Scalable and Flexible Harvest Schedule Optimization with Evolutionary Algorithms Günder, Maurice; Piatkowski, Nico; Rüden, Laura von; Sifa, Rafet; Bauckhage, Christian	Zeitschriftenaufsatz Journal Article
2021	Towards Structural Hyperparameter Search in Kernel Minimum Enclosing Balls Kondratiuk, H.; Sifa, R.	Konferenzbeitrag Conference Paper
2021	Towards the Detection and Visual Analysis of COVID-19 Infection Clusters Antweiler, Dario; Sessler, David; Ginzel, Sebastian; Kohlhammer, Jörn	Konferenzbeitrag Conference Paper
2021	Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis Lübbering, Max; Pielka, Maren; Das, Kajaree; Gebauer, Michael; Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet	Konferenzbeitrag Conference Paper
2021	Trans4E: Link prediction on scholarly knowledge graphs Nayyeri, M.; Cil, G.M.; Vahdati, S.; Osborne, F.; Rahman, M.; Angioni, S.; Salatino, A.; Recupero, D.R.; Vassilyeva, N.; Motta, E.; Lehmann, J.	Zeitschriftenaufsatz Journal Article
2021	Utilizing Representation Learning for Robust Text Classification Under Datasetshift Lübbering, Max; Gebauer, Michael; Ramamurthy, Rajkumar; Pielka, Maren; Bauckhage, Christian; Sifa, Rafet	Konferenzbeitrag Conference Paper
2021	Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis Rosenzweig, Julia; Brito, Eduardo; Kobialka, Hans-Ulrich; Akila, Maram; Schmidt, Nico M.; Schlicht, Peter; Schneider, Jan David; Hüger, Fabian; Rottmann, Matthias; Houben, Sebastian; Wirtz, Tim	Vortrag Presentation
2021	Vertrauenswürdiges, transparentes und robustes Maschinelles Lernen Bauckhage, Christian; Fürnkranz, Johannes; Paaß, Gerhard	Aufsatz in Buch Book Article
2021	Visual Analytics for Characterizing Mobility Aspects of Urban Context Andrienko, G.; Andrienko, N.; Patterson, F.; Chen, S.; Weibel, R.; Huang, H.; Doulkeridis, C.; Georgiou, H.; Pelekis, N.; Theodoridis, Y.; Nanni, M.; Longhi, L.; Koumparos, A.; Yasar, A.; Kureshi, I.	Aufsatz in Buch Book Article
2021	VOGUE: Answer Verbalization Through Multi-Task Learning Kacupaj, E.; Premnadh, S.; Singh, K.; Lehmann, J.; Maleshkova, M.	Konferenzbeitrag Conference Paper
2021	Vom Textgenerator zum digitalen Experten Paaß, Gerhard; Hecker, Dirk	Zeitschriftenaufsatz Journal Article

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Publikationen 2021 - 2022

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