Publikationen 2021

Jahr
Year
Titel/Autor:in
Title/Author
Publikationstyp
Publication Type
2021 (So) Big Data and the transformation of the city
Andrienko, Gennady; Andrienko, Natalia; Boldrini, C.; Caldarelli, G.; Cintia, P.; Cresci, S.; Facchini, A.; Giannotti, Fosca; Gionis, A.; Guidotti, R.; Mathioudakis, M.; Muntean, C.I.; Pappalardo, L.; Pedreschi, Dino; Pournaras, E.; Pratesi, Francesca; Tesconi, M.; Trasarti, Roberto
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, Natalia; Andrienko, Gennady; Miksch, Silvia; Schumann, Heidrun; Wrobel, Stefan
Zeitschriftenaufsatz
Journal Article
2021 A Virtual Knowledge Graph for Enabling Defect Traceability and Customer Service Analytics
Wilhelm, N.; Collarana, Diego; Lehmann, Jens
Konferenzbeitrag
Conference Paper
2021 Advances in Password Recovery Using Generative Deep Learning Techniques
Biesner, David; Cvejoski, Kostadin; Georgiev, Bogdan; Sifa, Rafet; Krupicka, Erik
Konferenzbeitrag
Conference Paper
2021 AI as Co-workers: An Explorative Research on Technology Acceptance Based on the Revised Bloom Taxonomy
Greiner, C.; Jovy-Klein, Florian; Peisl, T.
Konferenzbeitrag
Conference Paper
2021 ALiBERT: Improved automated list inspection (ALI) with BERT
Ramamurthy, Rajkumar; Pielka, Maren; Stenzel, Marc Robin; Bauckhage, Christian; Sifa, Rafet; Khameneh, Tim Dilmaghani; Warning, Ulrich; Kliem, Bernd; Loitz, Rüdiger
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, Rhys; Bauckhage, Christian; Lübbering, Max; Sifa, Rafet
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, Said; Nayyeri, M.; Behrend, A.; Manthey, R.; Auer, Sören; Lehmann, Jens; Vahdati, Sahar
Zeitschriftenaufsatz
Journal Article
2021 Archetypal Analysis Based Anomaly Detection for Improved Storytelling in Multiplayer Online Battle Arena Games
Sifa, Rafet; Drachen, Anders; 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, Vittorio; Lückerath, Daniel; Milde, Katharina; Ullrich, Oliver
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, Evdokimos; Savvidis, Theodore; Zilidou, Vicky; Bamidis, P.D.; Grammatikopoulou, Athina; Dimitropoulos, Kosmas; Grammalidis, Nikos; Jaeger, Hagen; Stadtschnitzer, Michael; Silva, Hugo; Telo, Gonçalo; Ioakeimidis, Ioannis; Ntakakis, George; Karayiannis, Fotis; Huchet, E.; Hoermann, Vera; Filis, K.; Theodoropoulou, Elina; Lyberopoulos, George; Kyritsis, Konstantinos; Papadopoulos, Alexandros; Depoulos, A.; Trivedi, Dhaval; Chaudhuri, Ray K.; Klingelhoefer, Lisa; Reichmann, Heinz; Bostantzopoulou, Sevasti; Katsarou, Zoe; Iakovakis, Dimitrios; Hadjidimitriou, Stelios; Charisis, V.; Apostolidis, George; Hadjileontiadis, Leontios 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, Vitalis; 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, Gennady; Andrienko, Natalia; Kureshi, I.; Lee, K.; Smith, I.; Staykova, T.
Zeitschriftenaufsatz
Journal Article
2021 BenchEmbedd: A FAIR benchmarking tool for knowledge graph embeddings
Sadeghi, Afshin; Shahini, X.; Schmitz, M.; Lehmann, Jens
Konferenzbeitrag
Conference Paper
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, Siming; Andrienko, Natalia; Andrienko, Gennady; Li, Jie; 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, Georg; Hecker, Dirk; 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, Kuldeep; Thakkar, Harsh; Lehmann, Jens
Konferenzbeitrag
Conference Paper
2021 Conversational question answering over knowledge graphs with transformer and graph attention networks
Kacupaj, E.; Plepi, J.; Singh, Kuldeep; Thakkar, Harsh; Lehmann, Jens; Maleshkova, Maria
Konferenzbeitrag
Conference Paper
2021 Correction to: Human migration: The big data perspective
Sîrbu, A.; Andrienko, Gennady; Andrienko, Natalia; Boldrini, C.; Conti, Marco; Giannotti, Fosca; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C.I.; Pappalardo, L.; Passarella, Andrea; Pedreschi, Dino; Pollacci, L.; Pratesi, Francesca; 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 Digitalisierungsworkflow zur Strukturierung und Standardisierung von Instandhaltungsinformationen von Windenergieanlagen
Lutz, Marc-Alexander; Beckh, Katharina; Kindermann, Jörg; Schneider, Juliane; Walgern, Julia; Pfaffel, Sebastian; Faulstich, Stefan; Staack, Alisa
Konferenzbeitrag
Conference Paper
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 Discovering structure in speech recordings: Unsupervised learning of word and phoneme like units for automatic speech recognition
Walter, Oliver
Dissertation
Doctoral Thesis
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, Jörg; 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; Müller-Römer, 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, Jens
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, Gennady; Barabási, A.-L.; Boldrini, C.; Bonchi, F.; Cattuto, C.; Chiaromonte, Francesca; Comandé, Giovanni; Conti, Marco; Coté, M.; Dignum, F.; Dignum, V.; Domingo-Ferrer, J.; Ferragina, Paolo; Giannotti, Fosca; Guidotti, R.; Helbing, Dirk; Kaski, Kimmo; Kertesz, J.; Lehmann, Sune; Lepri, B.; Lukowicz, Paul; Matwin, S.; Jiménez, D.M.; Monreale, Anna; Morik, Katharina; Oliver, Nuria; Passarella, Andrea; Passerini, Andrea; Pedreschi, Dino; Pentland, Alex; Pianesi, Fabio; Pratesi, Francesca; Rinzivillo, Salvatore; Ruggieri, Salvatore; Siebes, Arno; Torra, Vicenç; Trasarti, Roberto; Hoven, Jeroen van den; Vespignani, Alessandro
Zeitschriftenaufsatz
Journal Article
2021 Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers
Chaudhuri, Debanjan; Rony, Md Rashad Al Hasan; Lehmann, Jens
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, Nico; Posch, P.N.; Krause, M.
Konferenzbeitrag
Conference Paper
2021 Human migration: The big data perspective
Sîrbu, A.; Andrienko, Gennady; Andrienko, Natalia; Boldrini, C.; Conti, Marco; Giannotti, Fosca; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C.I.; Pappalardo, L.; Passarella, Andrea; Pedreschi, Dino; Pollacci, L.; Pratesi, Francesca; 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 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
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, Dennis; Giesselbach, Sven; Doll, N.; Horstmann, Heike
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, Asja
Zeitschriftenaufsatz
Journal Article
2021 Knowledge Extraction Methods for the Analysis of Contractual Agreements
Mousavinezhad, Najmehsadat
Dissertation
Doctoral Thesis
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; Schücker, 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, Sahar; Osborne, F.; Kravchenko, A.; Angioni, S.; Salatino, A.; Recupero, D.R.; Motta, E.; Lehmann, Jens
Zeitschriftenaufsatz
Journal Article
2021 Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed Limitations of Embedding Models
Nayyeri, Mojtaba; Xu, Chengjin; Yaghoobzadeh, Y.; Vahdati, Sahar; Alam, Mirza Mohtashim; Yazdi, Hamed Shariat; Lehmann, Jens
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; Horvath, Tamas; Wrobel, Stefan
Konferenzbeitrag
Conference Paper
2021 Metadata analysis of open educational resources
Tavakoli, M.; Elias, Mirette; Kismihok, G.; Auer, Sören
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 Moderne Sprachtechnologien
Temath, Christian; Hecker, Dirk; Jovy-Klein, Florian; Lange, Mirco; Paass, Gerhard; Voß, Angelika; Walter, Oliver; Giesselbach, Sven; Köhler, Joachim; Lehmann, Jens
Studie
Study
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, Kuldeep; Lehmann, Jens
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, Mojtaba; Vahdati, Sahar; Sallinger, E.; Alam, Mirza Mohtashim; Yazdi, Hamed Shariat; Lehmann, Jens
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, Christian; 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, Mehdi; Berrendorf, Max; Hoyt, Charles Tapley; Vermue, Laurent; Sharifzadeh, Sahand; Tresp, Volker; Lehmann, Jens
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 Sai; 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
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 Supervised autoencoder variants for end to end anomaly detection
Lübbering, Max; Gebauer, Michael; Ramamurthy, Rajkumar; Sifa, Rafet; Bauckhage, Christian
Konferenzbeitrag
Conference Paper
2021 Supporting verification of news articles with automated search for semantically similar articles
Gupta, Vishwani; Beckh, Katharina; Giesselbach, Sven; Wegener, Dennis; Wirtz, Tim
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
2021 Swords, Data and Balls: Extracting Extreme Behavioural Prototypes with Kernel Minimum Enclosing Balls
Kondratiuk, Hanna; Sifa, Rafet
Konferenzbeitrag
Conference Paper
2021 System zur evolutionären Optimierung pseudoboolescher Polynome
Piatkowski, Nico; Mücke, Sascha
Patent
2021 Tackling Contradiction Detection in German Using Machine Translation and End-to-End Recurrent Neural Networks
Pielka, Maren; Sifa, Rafet; Hillebrand, Lars Patrick; Biesner, David; Ramamurthy, Rajkumar; Ladi, Anna; Bauckhage, Christian
Konferenzbeitrag
Conference Paper
2021 tanh Neurons are Bayesian Decision Makers
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk
Konferenzbeitrag
Conference Paper
2021 Template-based Question Answering using Recursive Neural Networks
Athreya, R.G.; Bansal, S.K.; Ngonga Ngomo, Axel-Cyrille; Usbeck, Ricardo
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, Daniel; Milde, Katharina; Ullrich, Oliver; Maresch, S.; Peinhardt, K.; Latinos, V.; Hernantes, J.; Jaca, C.
Zeitschriftenaufsatz
Journal Article
2021 Tiefe neuronale Netze
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, Gerhard
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, Christian; Andrienko, Gennady; Andrienko, Natalia; Bleisch, S.; Fabrikant, S.I.; Mayr, E.; Miksch, Silvia; 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, Jens
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, Hanna; Sifa, Rafet
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, Sahar; Osborne, F.; Rahman, M.; Angioni, S.; Salatino, A.; Recupero, D.R.; Vassilyeva, N.; Motta, E.; Lehmann, Jens
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 Verfahren zur Anzeige von Videos
Vonolfen, Wolfgang; Eickeler, Stefan; Isajczuk, Peter
Patent
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, Gennady; Andrienko, Natalia; Patterson, Fabian; Chen, Siming; Weibel, Robert; 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, Kuldeep; Lehmann, Jens; Maleshkova, Maria
Konferenzbeitrag
Conference Paper
2021 Vom Textgenerator zum digitalen Experten
Paaß, Gerhard; Hecker, Dirk
Zeitschriftenaufsatz
Journal Article
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