Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS| 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 |
Diese Liste ist ein Auszug aus der Publikationsplattform Fraunhofer-Publica
This list has been generated from the publication platform Fraunhofer-Publica