Publikationen 2020 - Fraunhofer IAIS

Jahr Year	Titel/Autor:in Title/Author	Publikationstyp Publication Type
2020	3D Learning and Reasoning in Link Prediction Over Knowledge Graphs Nayyeri, M.; Alam, M.M.; Lehmann, J.; Vahdati, S.	Zeitschriftenaufsatz Journal Article
2020	A Clustering Backed Deep Learning Approach for Document Layout Analysis Agombar, R.; Luebbering, M.; Sifa, R.	Konferenzbeitrag Conference Paper
2020	A Community Detection Based Approach for Exploring Patterns in Player Reviews Pielka, Maren; Sifa, Rafet; Ramamurthy, Rajkumar; Ojeda, César; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	A distributed approach for parsing large-scale owl datasets Mohamed, H.; Fathalla, S.; Lehmann, J.; Jabeen, H.	Konferenzbeitrag Conference Paper
2020	A Knowledge Graph for Industry 4.0 Bader, Sebastian R.; Grangel-Gonzalez, Irlan; Nanjappa, Priyanka; Vidal, Maria-Esther; Maleshkova, Maria	Konferenzbeitrag Conference Paper
2020	A neural-based model to predict the future natural gas market price through open-domain event extraction Chau, M.T.; Esteves, D.; Lehmann, J.	Konferenzbeitrag Conference Paper
2020	Accessibility and personalization in opencourseware: An inclusive development approach Elia, M.; Ruckhaus, E.; Draffan, E.A.; James, A.; Suarez-Figueroa, M.C.; Lohmann, S.; Khiat, A.; Auer, S.	Konferenzbeitrag Conference Paper
2020	Adapting established text representations for predicting review sentiment in Turkish Çavusoglu, I.; Pielka, M.; Sifa, R.	Konferenzbeitrag Conference Paper
2020	Adiabatic Quantum Computing for Max-Sum Diversification Bauckhage, Christian; Sifa, Rafet; Wrobel, Stefan	Konferenzbeitrag Conference Paper
2020	Advanced Sensing and Human Activity Recognition in Early Intervention and Rehabilitation of Elderly People Schrader, Lisa; Vargas Toro, Agustín; Konietzny, Sebastian; Rüping, Stefan; Schäpers, Barbara; Steinböck, Martina; Krewer, Carmen; Müller, Friedemann; Güttler, Jörg; Bock, Thomas	Zeitschriftenaufsatz Journal Article
2020	Aligning Subjective Ratings in Clinical Decision Making Pick, Annika; Ginzel, Sebastian; Rüping, Stefan; Sander, Jil; Foldenauer, Ann Christina; Köhm, Michaela	Vortrag Presentation
2020	An Approach for Ex-Post-Facto Analysis of Knowledge Graph-Driven Chatbots - The DBpedia Chatbot Jalota, R.; Trivedi, P.; Maheshwari, G.; Ngonga Ngomo, A.-C.; Usbeck, R.	Konferenzbeitrag Conference Paper
2020	An OER Recommender System Supporting Accessibility Requirements Elias, M.; Tavakoli, M.; Lohmann, S.; Kismihok, G.; Auer, S.	Konferenzbeitrag Conference Paper
2020	Applying Simulation to Advance Resilience of Historic Areas to Climate Change and Natural Hazards Milde, Katharina; Giovinazzi, Sonia; Lückerath, Daniel; Ullrich, Oliver; Pollino, Maurizio; Rome, Erich; Rosato, Vittorio	Konferenzbeitrag Conference Paper
2020	Assisting maritime search and rescue (SAR) personnel with AI-based speech recognition and smart direction finding Gözalan, Aylin; John, Ole; Lübcke, Thomas; Maier, Andreas; Reimann, Maximilian; Richter, Jan-Gerrit; Zverev, Ivan	Zeitschriftenaufsatz Journal Article
2020	Atlas hodnotenia zranitel'nosti a rizík nepriaznivých dôsledkov zmeny klímy na území hlavného mesta SR Bratislavy Bogen, M.; Konrad, I.; Kozová, M.; Lückerath, D.; Pauditová, E.; Pecho, J.; Rehacková, T.; Streberová, E.; Steflovicová, Miroslava; Steflovicová, Monika	Buch Book
2020	Bayesian Optimization for Min Max Optimization Weichert, Dorina; Kister, A.	Vortrag Presentation
2020	Big Data Analytics for Time-Critical Mobility Forecasting	Sammelband Anthology
2020	Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications Andrienko, Gennady; Andrienko, Natalia; Drucker, Steven; Fekete, Jean-Daniel; Fisher, Danyel; Idreos, Stavros; Kraska, Tim; Li, Guoliang; Ma, Kwan-Liu; Mackinlay, Jock D.; Oulasvirta, Antti; Schreck, Tobias; Schmann, Heidrun; Stonebraker, Michael; Auber, David; Bikakis, Nikos; Chrysanthis, Panos K.; Papastefanatos, George; Sharaf, Mohamed	Konferenzbeitrag Conference Paper
2020	CASQAD - A New Dataset for Context-Aware Spatial Question Answering Rose, J.; Lehmann, J.	Konferenzbeitrag Conference Paper
2020	Characteristics of Monte Carlo Dropout in Wide Neural Networks Sicking, Joachim; Akila, Maram; Wirtz, Tim; Houben, Sebastian; Fischer, Asja	Vortrag Presentation
2020	Citywide Traffic Analysis Based on the Combination of Visual and Analytic Approaches Liu, F.; Andrienko, G.; Andrienko, N.; Chen, S.; Janssens, D.; Wets, G.; Theodoridis, Y.	Zeitschriftenaufsatz Journal Article
2020	Climate change impact and vulnerability analysis in the city of bratislava: Application and lessons learned Lückerath, D.; Streberova, E.; Bogen, M.; Rome, E.; Ullrich, O.; Pauditsova, E.	Konferenzbeitrag Conference Paper
2020	Combining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions Rüden, Laura von; Mayer, Sebastian; Sifa, Rafet; Bauckhage, Christian; Garcke, Jochen	Konferenzbeitrag Conference Paper
2020	Context-based entity matching for big data Tasnim, M.; Collarana, D.; Graux, D.; Vidal, M.-E.	Aufsatz in Buch Book Article
2020	Cross-Administration Comparative Analysis of Open Fiscal Data Musyaffa, Fathoni A.; Lehmann, Jens; Jabeen, Hajira	Konferenzbeitrag Conference Paper
2020	Demonstration of a customizable knowledge graph visualization framework Wiens, V.; Lohmann, S.	Konferenzbeitrag Conference Paper
2020	DenseHMM: Learning Hidden Markov Models by Learning Dense Representations Sicking, Joachim; Pintz, Maximilian; Akila, Maram; Wirtz, Tim	Vortrag Presentation
2020	Departamento de Nosotros: How machine translated corpora affects language models in MRC tasks Khvalchik, M.; Galkin, M.	Konferenzbeitrag Conference Paper
2020	DESICOM as Metaheuristic Search Sifa, Rafet	Konferenzbeitrag Conference Paper
2020	Deutsche Normungsroadmap Künstliche Intelligenz Adler, R.; Kolomiichuk, Sergii; Hecker, Dirk; Lämmel, Philipp; Ma, Jackie; Marko, Angelina; Mock, Michael; Nagel, Tobias; Poretschkin, Maximilian; Rennoch, Axel; Röhler, Marcus; Ruf, Miriam; Schönhof, Raoul; Schneider, Martin A.; Tcholtchev, Nikolay; Ziehn, Jens; Böttinger, Konstantin; Jedlitschka, Andreas; Oala, Luis; Sperl, Philip; Wenzel, Markus; et. al.	Studie Study
2020	Die ARD Mining-Plattform Maroni, Dirk; Köhler, Joachim; Fisseler, J.; Becker, Sven	Zeitschriftenaufsatz Journal Article
2020	Discovering Object-centric Petri Nets Aalst, W.M.P. van der; Berti, A.	Zeitschriftenaufsatz Journal Article
2020	Distributed generative modelling with sub-linear communication overhead Piatkowski, N.	Konferenzbeitrag Conference Paper
2020	Dwelling Detection on VHR Satellite Imagery of Refugee Camps Using a Faster R-CNN Wickert, Lorenz; Bogen, Manfred; Richter, Marvin	Konferenzbeitrag Conference Paper
2020	Effective approximation of parametrized closure systems over transactional data streams Trabold, Daniel; Horváth, Tamás; Wrobel, Stefan	Zeitschriftenaufsatz Journal Article
2020	Embedding-Based Recommendations on Scholarly Knowledge Graphs Nayyeri, M.; Vahdati, S.; Zhou, X.; Shariat Yazdi, H.; Lehmann, J.	Konferenzbeitrag Conference Paper
2020	Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking Mulang, I.O.; Singh, K.; Vyas, A.; Shekarpour, S.; Vidal, M.-E.; Auer, S.	Konferenzbeitrag Conference Paper
2020	Establishing a Strong Baseline for Privacy Policy Classification Mousavi Nejad, N.; Jabat, P.; Nedelchev, R.; Scerri, S.; Graux, D.	Konferenzbeitrag Conference Paper
2020	Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models Mulang, I.O.; Singh, K.; Prabhu, C.; Nadgeri, A.; Hoffart, J.; Lehmann, J.	Konferenzbeitrag Conference Paper
2020	Exact local correlations in kicked chains Gutkin, Boris; Braun, Petr; Akila, Maram; Waltner, Daniel; Guhr, Thomas	Zeitschriftenaufsatz Journal Article
2020	Explorations in Quantum Neural Networks with Intermediate Measurements Franken, Lukas; Georgiev, Bogdan	Konferenzbeitrag Conference Paper
2020	Fantastic Knowledge Graph Embeddings and how to Find the Right Space for Them Nayyeri, M.; Xu, C.; Vahdati, S.; Vassilyeva, N.; Sallinger, E.; Yazdi, H.S.; Lehmann, J.	Konferenzbeitrag Conference Paper
2020	Fraunhofer IAIS at FinCausal 2020, Tasks 1 & 2: Using Ensemble Methods and Sequence Tagging to Detect Causality in Financial Documents Pielka, Maren; Ladi, Anna; Chapman, Clayton; Brito, Eduardo; Ramamurthy, Rajkumar; Mayer, Paul; Wahab, Abdul; Sifa, Rafet; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	Fraunhofer IAIS IoT Programming Language NEPO® in the Open Roberta® Lab Leimbach, Thorsten; Tomala, Daria	Zeitschriftenaufsatz Journal Article
2020	From Imbalanced Classification to Supervised Outlier Detection Problems: Adversarially Trained Auto Encoders Lübbering, Max; Ramamurthy, Rajkumar; Gebauer, Michael; Bell, Thiago; Sifa, Rafet; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	Fusing Multi-label Classification and Semantic Tagging Kindermann, Jörg; Beckh, Katharina	Konferenzbeitrag Conference Paper
2020	Give more data, awareness and control to individual citizens, and they will help COVID-19 containment Nanni, Mirco; Andrienko, Gennady L.; Barabási, Albert-László; Boldrini, Chiara; Bonchi, Francesco; Cattuto, Ciro; Chiaromonte, Francesca; Comandé, Giovanni; Conti, Marco; Coté, Mark; Dignum, Frank; Dignum, Virginia; Domingo-Ferrer, Josep; Ferragina, Paolo; Giannotti, Fosca; Guidotti, Riccardo; Helbing, Dirk; Kaski, Kimmo; Kertész, János; Lehmann, Sune; Lepri, Bruno; Lukowicz, Paul; Matwin, Stan; Megías, David; 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
2020	Give more data, awareness and control to individual citizens, and they will help COVID-19 containment Nanni, Mirco; Andrienko, Gennady; Barabási, Albert-László; et al.	Paper
2020	Guide Me in Analysis: A Framework for Guidance Designers Ceneda, D.; Andrienko, N.; Andrienko, G.; Gschwandtner, T.; Miksch, S.; Piccolotto, N.; Schreck, T.; Streit, M.; Suschnigg, J.; Tominski, C.	Zeitschriftenaufsatz Journal Article
2020	Guided Reinforcement Learning via Sequence Learning Ramamurthy, Rajkumar; Sifa, Rafet; Lübbering, Max; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	Hopfield Networks for Vector Quantization Bauckhage, Christian; Ramamurthy, Rajkumar; Sifa, Rafet	Konferenzbeitrag Conference Paper
2020	HOPS: Probabilistic Subtree Mining for Small and Large Graphs Welke, Pascal; Seiffarth, Florian; Kamp, Michael; Wrobel, Stefan	Konferenzbeitrag Conference Paper
2020	Hybrid ensemble predictor as quality metric for German text summarization: Fraunhofer IAIS at GermEval 2020 task 3 Biesner, D.; Brito, E.; Hillebrand, L.P.; Sifa, R.	Konferenzbeitrag Conference Paper
2020	Improving a Branch-and-Bound Approach for the Degree-Constrained Minimum Spanning Tree Problem with LKH Thiessen, M.; Quesada, L.; Brown, K.N.	Konferenzbeitrag Conference Paper
2020	Improving access to science for social good Ali, M.; Vahdati, S.; Singh, S.; Dasgupta, S.; Lehmann, J.	Konferenzbeitrag Conference Paper
2020	Incorporating Knowledge Bases into SciBERT and BioBERT pre-trained language models Kiwan, Abdullah; Giesselbach, Sven; Rüping, Stefan	Vortrag Presentation
2020	Informed Machine Learning - A Taxonomy and Survey of Integrating Knowledge into Learning Systems Rüden, Laura von; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Walczak, Michal; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis	Paper
2020	Innovative interventions for Parkinson's disease patients using iPrognosis games: An evaluation analysis by medical experts Dias, S.; Ioakeimidis, I.; Dimitropoulos, K.; Grammatikopoulou, A.; Grammalidis, N.; Diniz, J.A.; Zilidou, V.; Savvidis, T.; Konstantinidis, E.; Bamidis, P.D.; Stadtschnitzer, Michael; Trivedi, D.; Klingelhoefer, L.; Bostantzopoulou, S.; Katsarou, Z.; Hadjidimitriou, S.; Charisis, V.; Hadjileontiadis, L.J.	Konferenzbeitrag Conference Paper
2020	Innovative Parkinson's Disease Patients' Motor Skills Assessment: The i-PROGNOSIS Paradigm Dias, Sofia B.; Grammatikopoulou, Athina; Diniz, José A.; Dimitropoulos, Kosmas; Grammalidis, Nikos; Zilidou, Vicky; Savvidis, Theodore; Konstantinidis, Evdokimos; Bamidis, Panagiotis; Jaeger, Hagen; Stadtschnitzer, Michael; Silva, Hugo; Telo, Gonçalo; Ioakeimidis, Ioannis; Ntakakis, George; Karayiannis, Fotis; Huchet, Estelle; Hoermann, Vera; Filis, Konstantinos; Theodoropoulou, Elina; Lyberopoulos, George; Kyritsis, Konstantinos; Papadopoulos, Alexandros; Delopoulos, Anastasios; Trivedi, Dhaval; Chaudhuri, K. Ray; Klingelhoefer, Lisa; Reichmann, Heinz; Bostantzopoulou, Sevasti; Katsarou, Zoe; Iakovakis, Dimitrios; Hadjidimitriou, Stelios; Charisis, Vasileios; Apostolidis, George; Hadjileontiadis, Leontios J.	Zeitschriftenaufsatz Journal Article
2020	Interactive Assigning of Conference Sessions with Visualization and Topic Modeling Han, Y.; Wang, Z.; Chen, S.; Li, G.; Zhang, X.; Yuan, X.	Konferenzbeitrag Conference Paper
2020	Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic DEDICOM Hillebrand, L.; Biesner, D.; Bauckhage, C.; Sifa, R.	Konferenzbeitrag Conference Paper
2020	Introducing Machine Learning Using Robots - Design and Integration of Simple Neural Networks and the Q-learning Algorithm in the Robot Simulation Environment of Open Roberta Lab, Accompanied by the Development, Testing, and Evaluation of Complementary Teaching Materials Olari, Viktoriya	Master Thesis
2020	IOTA: Interlinking of heterogeneous multilingual open fiscal DaTA Musyaffa, F.A.; Vidal, M.-E.; Orlandi, F.; Lehmann, J.; Jabeen, H.	Zeitschriftenaufsatz Journal Article
2020	IQA: Interactive query construction in semantic question answering systems Zafar, H.; Dubey, M.; Lehmann, J.; Demidova, E.	Zeitschriftenaufsatz Journal Article
2020	Künstliche Intelligenz im Krankenhaus: Potenziale und Herausforderungen - Eine Fallstudie im Bereich der Notfallversorgung Antweiler, Dario; Beckh, Katharina; Sander, Jil; Rüping, Stefan	Studie Study
2020	Künstliche Intelligenz. Was steckt hinter der Technologie der Zukunft? Paaß, Gerhard; Hecker, Dirk	Buch Book
2020	LDA Ensembles for Interactive Exploration and Categorization of Behaviors Chen, Siming; Andrienko, Natalia; Andrienko, Gennady; Adilova, Linara; Barlet, Jeremie; Kindermann, Jörg; Nguyen, Phong H.; Thonnard, Oliver; Turkay, Cagatay	Zeitschriftenaufsatz Journal Article
2020	Learning a lightweight representation: First step towards automatic detection of multidimensional relationships between ideas Khiat, A.	Konferenzbeitrag Conference Paper
2020	Let the Margin SlidE± for Knowledge Graph Embeddings via a Correntropy Objective Function Nayyeri, M.; Zhou, X.; Vahdati, S.; Izanloo, R.; Yazdi, H.S.; Lehmann, J.	Konferenzbeitrag Conference Paper
2020	Leveraging Contextual Text Representations for Anonymizing German Financial Documents Biesner, David; Ramamurthy, Rajkumar; Lübbering, Max; Fürst, Benedikt; Ismail, H.; Hillebrand, L.; Ladi, A.; Pielka, M.; Stenzel, R.; Khameneh, T.; Krapp, V.; Huseynov, I.; Schlums, J.; Stoll, U.; Warning, U.; Kliem, B.; Bauckhage, C.; Sifa, R.	Konferenzbeitrag Conference Paper
2020	LIMITS: Lightweight Machine Learning for IoT Systems with Resource Limitations Sliwa, B.; Piatkowski, N.; Wietfeld, C.	Konferenzbeitrag Conference Paper
2020	Linking physicians to medical research results via knowledge graph embeddings and twitter Sadeghi, A.; Lehmann, J.	Konferenzbeitrag Conference Paper
2020	Matching biodiversity and ecology ontologies: Challenges and evaluation results Karam, Naouel; Khiat, Abderrahmane; Algergawy, Alsayed; Sattler, Melanie; Weiland, Claus; Schmidt, Marco	Zeitschriftenaufsatz Journal Article
2020	Matrix- and Tensor Factorization for Game Content Recommendation Sifa, Rafet; Yawar, Raheel; Ramamurthy, Rajkumar; Bauckhage, Christian; Kersting, Kristian	Zeitschriftenaufsatz Journal Article
2020	Maximal Closed Set and Half-Space Separations in Finite Closure Systems Seiffarth, Florian; Horváth, Támas; Wrobel, Stefan	Konferenzbeitrag Conference Paper
2020	Meta-hyperband: Hyperparameter Optimization with Meta-learning and Coarse-to-Fine Payrosangari, S.; Sadeghi, A.; Graux, D.; Lehmann, J.	Konferenzbeitrag Conference Paper
2020	Method and device for determining deformation of an object Baumann, Daniel; Möller, Ronja; Vonolfen, Wolfgang; Hecker, Dirk; Bauckhage, Christian	Patent
2020	MINDS: A Translator to Embed Mathematical Expressions Inside SPARQL Queries Graux, D.; Sejdiu, G.; Stadler, C.; Napolitano, G.; Lehmann, J.	Konferenzbeitrag Conference Paper
2020	Mining Frequent Itemsets from Transactional Data Streams with Probabilistic Error Bounds Trabold, Daniel	Dissertation Doctoral Thesis
2020	Motion Analysis on Depth Camera Data to Quantify Parkinson's Disease Patients' Motor Status within the Framework of I-Prognosis Personalized Game Suite Dias, Sofia B.; Grammatikopoulou, Athina; Grammalidis, Nikos; Diniz, José A.; Savvidis, Theodore; Konstantinidis, Evdokimos; Bamidis, Panagiotis; Stadtschnitzer, Michael; Trivedi, Dhaval; Klingelhoefer, Lisa; Katsarou, Zoe; Bostantzopoulou, Sevasti; Dimitropoulos, Kosmas; Hadjileontiadis, Leontios J.	Konferenzbeitrag Conference Paper
2020	Multi-Staged Cross-Lingual Acoustic Model Adaption for Robust Speech Recognition in Real-World Applications - A Case Study on German Oral History Interviews Gref, Michael; Walter, Oliver; Schmidt, Christoph Andreas; Behnke, Sven; Köhler, Joachim	Konferenzbeitrag Conference Paper
2020	NAT: Noise-Aware Training for Robust Neural Sequence Labeling Namysl, Marcin; Behnke, Sven; Köhler, Joachim	Konferenzbeitrag Conference Paper
2020	No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series Fischer, Raphael; Piatkowski, Nico; Pelletier, Charlotte; Webb, Geoffrey I.; Petitjean, François; Morik, Katharina	Konferenzbeitrag Conference Paper
2020	No one is perfect: Analysing the performance of question answering components over the DBpedia knowledge graph Singh, K.; Lytra, I.; Radhakrishna, A.S.; Shekarpour, S.; Vidal, M.-E.; Lehmann, J.	Zeitschriftenaufsatz Journal Article
2020	Novelty Discovery with Kernel Minimum Enclosing Balls Sifa, Rafet; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	Novelty-Guided Reinforcement Learning via Encoded Behaviors Ramamurthy, R.; Sifa, R.; Lübbering, M.; Bauckhage, C.	Konferenzbeitrag Conference Paper
2020	On Learning a Control System without Continuous Feedback Angelov, Georgi; Georgiev, Bogdan	Konferenzbeitrag Conference Paper
2020	Ontology Design for Pharmaceutical Research Outcomes Say, Z.; Fathalla, S.; Vahdati, S.; Lehmann, J.; Auer, S.	Konferenzbeitrag Conference Paper
2020	Optimal Probabilistic Classification in Active Class Selection Bunse, Mirco; Weichert, Dorina; Kister, Alexander; Morik, Katharina	Konferenzbeitrag Conference Paper
2020	Orthogonal Compaction: Turn-Regularity, Complete Extensions, and their Common Concept Esser, Alexander M.	Konferenzbeitrag Conference Paper
2020	Patterns and Outliers in Temporal Point Processes Ojeda, César; Cvejoski, Kostadin; Sifa, Rafet; Schücker, Jannis; Bauckhage, Christian	Konferenzbeitrag Conference Paper
2020	PNEL: Pointer Network Based End-To-End Entity Linking over Knowledge Graphs Banerjee, Debayan; Chaudhuri, Debanjan; Dubey, Mohnish; Lehmann, Jens	Konferenzbeitrag Conference Paper
2020	Polyhedral Billiards, Eigenfunction Concentration and Almost Periodic Control Cekic, M.; Georgiev, B.; Mukherjee, M.	Zeitschriftenaufsatz Journal Article
2020	Problem Solving with Hopfield Networks and Adiabatic Quantum Computing Bauckhage, C.; Sanchez, R.; Sifa, R.	Konferenzbeitrag Conference Paper
2020	Quality evaluation of open educational resources Elias, M.; Oelen, A.; Tavakoli, M.; Kismihok, G.; Auer, S.	Konferenzbeitrag Conference Paper
2020	Quality prediction of open educational resources a metadata-based approach Tavakoli, M.; Elias, M.; Kismihok, G.; Auer, S.	Konferenzbeitrag Conference Paper
2020	Qualität, Konformitätsbewertung und Zertifizierung Poretschkin, Maximilian; Loevenich, Daniel; et al.	Aufsatz in Buch Book Article
2020	Quantum Machine Learning. Eine Analyse zu Kompetenz, Forschung und Anwendung Bauckhage, Christian; Brito, Eduardo; Daase, Inga; Franken, Lukas; Georgiev, Bogdan; Hecker, Dirk; Paschke, Adrian; Piatkowski, Nico; Soddemann, Thomas; Trabold, Daniel	Studie Study
2020	R-Map: A Map metaphor for visualizing information reposting process in social media Chen, S.; Li, S.; Chen, S.; Yuan, X.	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
2020	Recurrent Point Review Models Cvejoski, K.; Sanchez, R.J.; Georgiev, B.; Bauckhage, C.; Ojeda, C.	Konferenzbeitrag Conference Paper
2020	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
2020	Resource-Constrained On-Device Learning by Dynamic Averaging Heppe, Lukas; Kamp, Michael; Adilova, Linara; Heinrich, Danny; Piatkowski, Nico; Morik, Katharina	Konferenzbeitrag Conference Paper
2020	Results of the ontology alignment evaluation initiative 2020 Nikooie Pour, Mina Abd; Algergawy, Alsayed; Amini, Reihaneh; Faria, Daniel; Fundulaki, Irini; Harrow, Ian; Hertling, Sven; Jiménez-Ruiz, Ernesto; Jonquet, Clement; Karam, Naouel; Khiat, Abderrahmane; Laadhar, Amir; Lambrix, Patrick; Li, Huanyu; Li, Ying; Hitzler, Pascal; Paulheim, Heiko; Pesquita, Catia; Saveta, Tzanina; Shvaiko, Pavel; Splendiani, Andrea; Thiéblin, Elodie; Trojahn, Cássia; Vatascinová, Jana; Yaman, Beyza; Zamazal, Ondrej; Zhou, Lu	Konferenzbeitrag Conference Paper
2020	Retention Prediction in Sandbox Games with Bipartite Tensor Factorization Sifa, Rafet; Fedell, Michael; Franklin, N.; Klabjan, D.; Ram, S.; Venugopal, A.; Demediuk, S.; Drachen, Anders	Konferenzbeitrag Conference Paper
2020	Revisiting Neuron Coverage and its Application to Test Generation Abrecht, Stephanie; Akila, Maram; Gannamaneni, Sujan Sai; Groh, Konrad; Heinzemann, Christian; Houben, Sebastian; Woehrle, Matthias	Konferenzbeitrag Conference Paper
2020	Schema-agnostic SPARQL-driven faceted search benchmark generation Stadler, C.; Bin, S.; Wenige, L.; Bühmann, L.; Lehmann, J.	Zeitschriftenaufsatz Journal Article
2020	SCODIS: Job advert-derived time series for high-demand skillset discovery and prediction Sibarani, E.M.; Scerri, S.	Konferenzbeitrag Conference Paper
2020	SDM-RDFizer: An RML Interpreter for the Efficient Creation of RDF Knowledge Graphs Iglesias, E.; Jozashoori, S.; Chaves-Fraga, D.; Collarana, D.; Vidal, M.-E.	Konferenzbeitrag Conference Paper
2020	Semantic Data Integration for the SMT Manufacturing Process Using SANSA Stack Mami, M.N.; Grangel-Gonzalez, I.; Graux, D.; Elezi, E.; Lösch, F.	Konferenzbeitrag Conference Paper
2020	Semantic Representation of Physics Research Data Say, Aysegul; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören	Konferenzbeitrag Conference Paper
2020	Semantics-Space-Time Cube: A Conceptual Framework for Systematic Analysis of Texts in Space and Time Li, Jie; Chen, Siming; Chen, Wei; Andrienko, Gennady; Andrienko, Natalia	Zeitschriftenaufsatz Journal Article
2020	Shells within Minimum Enclosing Balls Bauckhage, Christian; Bortz, Michael; Sifa, Rafet	Konferenzbeitrag Conference Paper
2020	Smart Services in the Physical World: Digital Twins Stojanovic, Ljiljana; Bader, Sebastian R.	Aufsatz in Buch Book Article
2020	SOLIOT - Decentralized data control and interactions for IoT Bader, Sebastian R.; Maleshkova, Maria	Zeitschriftenaufsatz Journal Article
2020	Spatio-temporal visual analytics: a vision for 2020s Andrienko, Natalia; Andrienko, Gennady	Zeitschriftenaufsatz Journal Article
2020	Supporting Story Synthesis: Bridging the Gap between Visual Analytics and Storytelling Chen, S.; Li, J.; Andrienko, G.; Andrienko, N.; Wang, Y.; Nguyen, P.H.; Turkay, C.	Zeitschriftenaufsatz Journal Article
2020	Supporting the management of humanitarian operations concerning migration movements with remote sensing Wickert, L.; Bogen, M.; Richter, M.	Konferenzbeitrag Conference Paper
2020	Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Performance of Gait Classifications Using Machine Learning Burdack, J.; Horst, F.; Giesselbach, S.; Hassan, I.; Daffner, S.; Schöllhorn, W.I.	Zeitschriftenaufsatz Journal Article
2020	Temporal Graph Analysis for Outbreak Pattern Detection in COVID-19 Contact Tracing Networks Antweiler, Dario; Welke, Pascal	Vortrag Presentation
2020	Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding Xu, Chenjin; Nayyeri, Mojtaba; Alkhoury, Fouad; Yazdi, Hamed; Lehmann, Jens	Konferenzbeitrag Conference Paper
2020	The Channel as a Traffic Sensor: Vehicle Detection and Classification Based on Radio Fingerprinting Sliwa, B.; Piatkowski, N.; Wietfeld, C.	Zeitschriftenaufsatz Journal Article
2020	The CLIN30 Shared Task: Have-doubling in Historical Varieties of Dutch Schraagen, Marijn; Wall, Joanna; Brito, Eduardo	Zeitschriftenaufsatz Journal Article
2020	The European language technology landscape in 2020: Language-centric and human-centric AI for cross-cultural communication in multilingual Europe Rehm, G.; Marheinecke, K.; Hegele, S.; Piperidis, S.; Bontcheva, K.; Haji, J.; Choukri, K.; Vasijevs, A.; Backfried, G.; Prinz, C.; Gomez-Perez, J.M.; Meertens, L.; Lukowicz, P.; Genabith, J. van; Lösch, A.; Slusallek, P.; Irgens, M.; Gatellier, P.; Köhler, J.; Bars, L. le; Anastasiou, D.; Auksorit, A.; Bel, N.; Branco, A.; Budin, G.; Daelemans, W.; Smedt, K. de; Garabik, R.; Gavriilidou, M.; Gromann, D.; Koeva, S.; Krek, S.; Krstev, C.; Linden, K.; Magnini, B.; Odijk, J.; Ogrodniczuk, M.; Rögnvaldsson, E.; Rosner, M.; Pedersen, B.S.; Skadia, I.; Tadi, M.; Tufi, D.; Varadi, T.; Vider, K.; Way, A.; Yvon, F.	Konferenzbeitrag Conference Paper
2020	The International Data Spaces Information Model - An Ontology for Sovereign Exchange of Digital Content Bader, Sebastian; Pullmann, Jaroslav; Mader, Christian; Tramp, Sebastian; Quix, Christoph; Mueller, Andreas W.; Akyürek, Haydar; Boeckmann, Matthias; Imbusch, Benedikt T.; Lipp, Johannes; Geisler, Sandra; Lange, Christoph	Konferenzbeitrag Conference Paper
2020	Towards an empirical and theoretical evaluation of gradient based approaches for finding kernel minimum enclosing balls Kondratiuk, H.; Sifa, R.	Konferenzbeitrag Conference Paper
2020	Towards an Interoperable Ecosystem of AI and LT Platforms: A Roadmap for the Implementation of Different Levels of Interoperability Rehm, Georg; Galanis, Dimitrios; Labropoulou, Penny; Piperidis, Stelios; Welß, Martin; Usbeck, Ricardo; Köhler, Joachim; Deligiannis, Miltos; Gkirtzou, Katerina; Fischer, Johannes; Chiarcos, Christian; Feldhus, Nils; Moreno-Schneider, Julián; Kintzel, Florian; Montiel, Elena; Doncel, Víctor Rodríguez; McCrae, John P.; Laqua, David; Theile, Irina Patricia; Dittmar, Christian; Bontcheva, Kalina; Roberts, Ian; Vasiljevs, Andrejs; Lagzdins, Andis	Konferenzbeitrag Conference Paper
2020	Towards an Ontology Representing Characteristics of Inflammatory Bowel Disease Khiat, A.; Elias, M.; Foldenauer, A.C.; Koehm, M.; Blumenstein, I.; Napolitano, G.	Konferenzbeitrag Conference Paper
2020	Towards Complex Question Answering over Knowledge Graphs Dubey, Mohnish	Dissertation Doctoral Thesis
2020	Towards integrated data control for digital twins in industry 4.0 Bader, S.R.; Maleshkova, M.	Konferenzbeitrag Conference Paper
2020	Towards Map-Based Validation of Semantic Segmentation Masks Rüden, Laura von; Wirtz, Tim; Hueger, Fabian; Schneider, Jan David; Bauckhage, Christian	Vortrag Presentation
2020	Towards the creation of a threat intelligence framework for maritime infrastructures Pitropakis, N.; Logothetis, M.; Andrienko, G.; Stefanatos, J.; Karapistoli, E.; Lambrinoudakis, C.	Konferenzbeitrag Conference Paper
2020	Training multimodal systems for classification with multiple objectives Armitage, J.; Thakur, S.; Tripathi, R.; Lehmann, J.; Maleshkova, M.	Konferenzbeitrag Conference Paper
2020	Treating dialogue quality evaluation as an anomaly detection problem Nedelchev, R.; Lehmann, J.; Usbeck, R.	Konferenzbeitrag Conference Paper
2020	Unveiling Relations in the Industry 4.0 Standards Landscape Based on Knowledge Graph Embeddings Rivas, Ariam; Grangel-González, Irlán; Collarana, Diego; Lehmann, Jens; Vidal, Maria-Esther	Konferenzbeitrag Conference Paper
2020	Using Automatic Speech Recognition in Spoken Corpus Curation Gorisch, Jan; Gref, Michael; Schmidt, Thomas	Konferenzbeitrag Conference Paper
2020	Using Probabilistic Soft Logic to Improve Information Extraction in the Legal Domain Kirsch, Birgit; Giesselbach, Sven; Schmude, Timothée; Völkening, Malte; Rostalski, Frauke; Rüping, Stefan	Konferenzbeitrag Conference Paper
2020	VASABI: Hierarchical User Profiles for Interactive Visual User Behaviour Analytics Nguyen, P.H.; Henkin, R.; Chen, S.; Andrienko, N.; Andrienko, G.; Thonnard, O.; Turkay, C.	Zeitschriftenaufsatz Journal Article
2020	Verbalizing the evolution of knowledge graphs with formal concept analysis Riveros, M.A.; Tasnim, M.; Graux, D.; Orlandi, F.; Collarana, D.	Konferenzbeitrag Conference Paper
2020	Visual Analysis of Place Connectedness by Public Transport Andrienko, Natalia; Andrienko, Gennady; Patterson, Fabian; Stange, Hendrik	Zeitschriftenaufsatz Journal Article
2020	Visual Analytics for Data Scientists Andrienko, Natalia; Andrienko, Gennady; Fuchs, Georg; Slingsby, Aidan; Turkay, Cagatay; Wrobel, Stefan	Buch Book
2020	Visual Analytics in the Aviation and Maritime Domains Andrienko, Gennady L.; Andrienko, Natalia V.; Fuchs, Georg; Rüping, Stefan; Cordero Garcia, Jose Manuel; Scarlatti, David; Vouros, George A.; Herranz, Ricardo; Marcos, Rodrigo	Aufsatz in Buch Book Article
2020	VoColReg: A registry for supporting distributed ontology development using version control systems Khiat, A.; Halilaj, L.; Hemid, A.; Lohmann, S.	Konferenzbeitrag Conference Paper
2020	VQuAnDa: Verbalization QUestion ANswering DAtaset Kacupaj, E.; Zafar, H.; Lehmann, J.; Maleshkova, M.	Konferenzbeitrag Conference Paper
2020	Zertifizierung von KI-Systemen Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian	Studie Study
2020	Zertifizierung von KI-Systemen. Kompass für die Entwicklung und Anwendung vertrauenswürdiger KI-Systeme Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian	Bericht Report
2020	Zukunftssichere Lösungen für maschinelles Lernen Beck, Niklas; Martens, Claudio; Sylla, Karl-Heinz; Wegener, Dennis; Zimmermann, Alexander	Bericht Report

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