Publikationen 2020 - Fraunhofer IAIS

Fachpublikationen

Jahr	Titel/Autor	Dokumentart
2020	3D Learning and Reasoning in Link Prediction Over Knowledge Graphs Nayyeri, M.; Alam, M.M.; Lehmann, J.; Vahdati, S.	Zeitschriftenaufsatz Volltext
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
2020	Adapting established text representations for predicting review sentiment in Turkish Çavuşoğlu, I.; Pielka, M.; Sifa, R.	Konferenzbeitrag
2020	Adiabatic Quantum Computing for Max-Sum Diversification Bauckhage, Christian; Sifa, Rafet; Wrobel, Stefan	Konferenzbeitrag
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 Volltext
2020	Aligning Subjective Ratings in Clinical Decision Making: Accepted at the ECML 2020 workshop on Machine Learning for Pharma and Healthcare Applications (PharML) Pick, Annika; Ginzel, Sebastian; Rüping, Stefan; Sander, Jil; Foldenauer, Ann Christina; Köhm, Michaela	Preprint Volltext
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 Volltext
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
2020	Die ARD Mining-Plattform: Künstliche Intelligenz im produktiven Einsatz für die automatisierte Erschliessung im multimedialen Produktionsprozess Maroni, Dirk; Köhler, Joachim; Fisseler, J.; Becker, Sven	Zeitschriftenaufsatz
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 Volltext
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.; Rehačková, T.; Streberová, E.; Šteflovičová, Miroslava; Šteflovičová, Monika	Buch Volltext
2020	Bayesian Optimization for Min Max Optimization: Paper presented at Workshop on Real World Experiment Design and Active Learning at ICML 2020, Virtual Workshop, 18 July 2020 Weichert, Dorina; Kister, A.	Vortrag Volltext
2020	Big Data Analytics for Time-Critical Mobility Forecasting: From Raw Data to Trajectory-Oriented Mobility Analytics in the Aviation and Maritime Domains Vouros, G.A. (Editor); Andrienko, G. (Editor); Doulkeridis, C. (Editor); Pelekis, N. (Editor); Artikis, A. (Editor); Jousselme, A. (Editor); Ray, C. (Editor); Cordero, J M. (Editor); Scarlatti, D. (Editor)	Sammelband
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 Volltext
2020	CASQAD - A New Dataset for Context-Aware Spatial Question Answering Rose, J.; Lehmann, J.	Konferenzbeitrag
2020	The Channel as a Traffic Sensor: Vehicle Detection and Classification Based on Radio Fingerprinting Sliwa, B.; Piatkowski, N.; Wietfeld, C.	Zeitschriftenaufsatz
2020	Characteristics of Monte Carlo Dropout in Wide Neural Networks Sicking, Joachim; Akila, Maram; Wirtz, Tim; Houben, Sebastian; Fischer, Asja	Preprint Volltext
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
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
2020	The CLIN30 Shared Task: Have-doubling in Historical Varieties of Dutch Schraagen, Marijn; Wall, Joanna; Brito, Eduardo	Zeitschriftenaufsatz Volltext
2020	A Clustering Backed Deep Learning Approach for Document Layout Analysis Agombar, R.; Luebbering, M.; Sifa, R.	Konferenzbeitrag
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 Volltext
2020	A Community Detection Based Approach for Exploring Patterns in Player Reviews Pielka, Maren; Sifa, Rafet; Ramamurthy, Rajkumar; Ojeda, César; Bauckhage, Christian	Konferenzbeitrag
2020	Context-based entity matching for big data Tasnim, M.; Collarana, D.; Graux, D.; Vidal, M.-E.	Aufsatz in Buch Volltext
2020	Cross-Administration Comparative Analysis of Open Fiscal Data Musyaffa, Fathoni A.; Lehmann, Jens; Jabeen, Hajira	Konferenzbeitrag
2020	Demonstration of a customizable knowledge graph visualization framework Wiens, V.; Lohmann, S.	Konferenzbeitrag Volltext
2020	DenseHMM: Learning Hidden Markov Models by Learning Dense Representations: Paper presented at Learning Meaningful Representations of Life Workshop at the 34th Conference on Neural Information Processing Systems, NeurIPS 2020, December 6, 2020, Online, Vancouver, Canada Sicking, Joachim; Pintz, Maximilian; Akila, Maram; Wirtz, Tim	Vortrag Volltext
2020	Departamento de Nosotros: How machine translated corpora affects language models in MRC tasks Khvalchik, M.; Galkin, M.	Konferenzbeitrag Volltext
2020	DESICOM as Metaheuristic Search Sifa, Rafet	Konferenzbeitrag
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.; Wahlster, W.; Winterhalter, C.	Studie Volltext
2020	Discovering Object-centric Petri Nets Aalst, W.M.P. van der; Berti, A.	Zeitschriftenaufsatz
2020	A distributed approach for parsing large-scale owl datasets Mohamed, H.; Fathalla, S.; Lehmann, J.; Jabeen, H.	Konferenzbeitrag
2020	Distributed generative modelling with sub-linear communication overhead Piatkowski, N.	Konferenzbeitrag
2020	Dwelling Detection on VHR Satellite Imagery of Refugee Camps Using a Faster R-CNN Wickert, Lorenz; Bogen, Manfred; Richter, Marvin	Konferenzbeitrag Volltext
2020	Effective approximation of parametrized closure systems over transactional data streams Trabold, Daniel; Horváth, Tamás; Wrobel, Stefan	Zeitschriftenaufsatz
2020	Embedding-Based Recommendations on Scholarly Knowledge Graphs Nayyeri, M.; Vahdati, S.; Zhou, X.; Shariat Yazdi, H.; Lehmann, J.	Konferenzbeitrag
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
2020	Establishing a Strong Baseline for Privacy Policy Classification Mousavi Nejad, N.; Jabat, P.; Nedelchev, R.; Scerri, S.; Graux, D.	Konferenzbeitrag
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 Volltext
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 Volltext
2020	Exact local correlations in kicked chains Gutkin, Boris; Braun, Petr; Akila, Maram; Waltner, Daniel; Guhr, Thomas	Zeitschriftenaufsatz
2020	Explorations in Quantum Neural Networks with Intermediate Measurements Franken, Lukas; Georgiev, Bogdan	Konferenzbeitrag Volltext
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
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 Volltext
2020	Fraunhofer IAIS IoT Programming Language NEPO® in the Open Roberta® Lab Leimbach, Thorsten; Tomala, Daria	Zeitschriftenaufsatz Volltext
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
2020	Fusing Multi-label Classification and Semantic Tagging Kindermann, Jörg; Beckh, Katharina	Konferenzbeitrag Volltext
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.	Preprint Volltext
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 Volltext
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 Volltext
2020	Guided Reinforcement Learning via Sequence Learning Ramamurthy, Rajkumar; Sifa, Rafet; Lübbering, Max; Bauckhage, Christian	Konferenzbeitrag
2020	Hopfield Networks for Vector Quantization Bauckhage, Christian; Ramamurthy, Rajkumar; Sifa, Rafet	Konferenzbeitrag
2020	HOPS: Probabilistic Subtree Mining for Small and Large Graphs Welke, P.; Seiffarth, F.; Kamp, M.; Wrobel, S.	Konferenzbeitrag
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 Volltext
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
2020	Improving access to science for social good Ali, M.; Vahdati, S.; Singh, S.; Dasgupta, S.; Lehmann, J.	Konferenzbeitrag
2020	Incorporating Knowledge Bases into SciBERT and BioBERT pre-trained language models: Presentation held at Automated Knowledge Base Construction (AKBC) 2020, Workshop SciNLP, Natural Language Processing and Data Mining for Scientific Text Kiwan, Abdullah; Giesselbach, Sven; Rüping, Stefan	Vortrag Volltext
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	Preprint Volltext
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 Volltext
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 Volltext
2020	Interactive Assigning of Conference Sessions with Visualization and Topic Modeling Han, Y.; Wang, Z.; Chen, S.; Li, G.; Zhang, X.; Yuan, X.	Konferenzbeitrag
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 Volltext
2020	Interpretable Topic Extraction and Word Embedding Learning Using Row-Stochastic DEDICOM Hillebrand, L.; Biesner, D.; Bauckhage, C.; Sifa, R.	Konferenzbeitrag
2020	IOTA: Interlinking of heterogeneous multilingual open fiscal DaTA Musyaffa, F.A.; Vidal, M.-E.; Orlandi, F.; Lehmann, J.; Jabeen, H.	Zeitschriftenaufsatz
2020	IQA: Interactive query construction in semantic question answering systems Zafar, H.; Dubey, M.; Lehmann, J.; Demidova, E.	Zeitschriftenaufsatz
2020	A Knowledge Graph for Industry 4.0 Bader, Sebastian R.; Grangel-Gonzalez, Irlan; Nanjappa, Priyanka; Vidal, Maria-Esther; Maleshkova, Maria	Konferenzbeitrag Volltext
2020	Künstliche Intelligenz im Krankenhaus: Potenziale und Herausforderungen - Eine Fallstudie im Bereich der Notfallversorgung Antweiler, Dario; Beckh, Katharina; Sander, Jil; Rüping, Stefan	Studie Volltext
2020	Künstliche Intelligenz. Was steckt hinter der Technologie der Zukunft? Paaß, Gerhard; Hecker, Dirk	Buch
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
2020	Learning a lightweight representation: First step towards automatic detection of multidimensional relationships between ideas Khiat, A.	Konferenzbeitrag
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
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 Volltext
2020	LIMITS: Lightweight Machine Learning for IoT Systems with Resource Limitations Sliwa, B.; Piatkowski, N.; Wietfeld, C.	Konferenzbeitrag
2020	Linking physicians to medical research results via knowledge graph embeddings and twitter Sadeghi, A.; Lehmann, J.	Konferenzbeitrag
2020	Matching biodiversity and ecology ontologies: Challenges and evaluation results Karam, Naouel; Khiat, Abderrahmane; Algergawy, Alsayed; Sattler, Melanie; Weiland, Claus; Schmidt, Marco	Zeitschriftenaufsatz Volltext
2020	Matrix- and Tensor Factorization for Game Content Recommendation Sifa, Rafet; Yawar, Raheel; Ramamurthy, Rajkumar; Bauckhage, Christian; Kersting, Kristian	Zeitschriftenaufsatz
2020	Maximal Closed Set and Half-Space Separations in Finite Closure Systems Seiffarth, Florian; Horváth, Támas; Wrobel, Stefan	Konferenzbeitrag
2020	Meta-hyperband: Hyperparameter Optimization with Meta-learning and Coarse-to-Fine Payrosangari, S.; Sadeghi, A.; Graux, D.; Lehmann, J.	Konferenzbeitrag
2020	MINDS: A Translator to Embed Mathematical Expressions Inside SPARQL Queries Graux, D.; Sejdiu, G.; Stadler, C.; Napolitano, G.; Lehmann, J.	Konferenzbeitrag Volltext
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
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 Volltext
2020	NAT: Noise-Aware Training for Robust Neural Sequence Labeling Namysl, Marcin; Behnke, Sven; Köhler, Joachim	Konferenzbeitrag Volltext
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 Volltext
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
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
2020	Novelty Discovery with Kernel Minimum Enclosing Balls Sifa, Rafet; Bauckhage, Christian	Konferenzbeitrag
2020	Novelty-Guided Reinforcement Learning via Encoded Behaviors Ramamurthy, R.; Sifa, R.; Lübbering, M.; Bauckhage, C.	Konferenzbeitrag
2020	An OER Recommender System Supporting Accessibility Requirements Elias, M.; Tavakoli, M.; Lohmann, S.; Kismihok, G.; Auer, S.	Konferenzbeitrag
2020	On Learning a Control System without Continuous Feedback Angelov, Georgi; Georgiev, Bogdan	Konferenzbeitrag Volltext
2020	Ontology Design for Pharmaceutical Research Outcomes Say, Z.; Fathalla, S.; Vahdati, S.; Lehmann, J.; Auer, S.	Konferenzbeitrag
2020	Optimal Probabilistic Classification in Active Class Selection Bunse, Mirco; Weichert, Dorina; Kister, Alexander; Morik, Katharina	Konferenzbeitrag
2020	Orthogonal Compaction: Turn-Regularity, Complete Extensions, and their Common Concept Esser, Alexander M.	Konferenzbeitrag
2020	Patterns and Outliers in Temporal Point Processes Ojeda, César; Cvejoski, Kostadin; Sifa, Rafet; Schücker, Jannis; Bauckhage, Christian	Konferenzbeitrag
2020	PNEL: Pointer Network Based End-To-End Entity Linking over Knowledge Graphs Banerjee, Debayan; Chaudhuri, Debanjan; Dubey, Mohnish; Lehmann, Jens	Konferenzbeitrag
2020	Polyhedral Billiards, Eigenfunction Concentration and Almost Periodic Control Cekic, M.; Georgiev, B.; Mukherjee, M.	Zeitschriftenaufsatz Volltext
2020	Problem Solving with Hopfield Networks and Adiabatic Quantum Computing Bauckhage, C.; Sanchez, R.; Sifa, R.	Konferenzbeitrag
2020	Qualität, Konformitätsbewertung und Zertifizierung Poretschkin, Maximilian; Loevenich, Daniel; et al.	Aufsatz in Buch Volltext
2020	Quality evaluation of open educational resources Elias, M.; Oelen, A.; Tavakoli, M.; Kismihok, G.; Auer, S.	Konferenzbeitrag
2020	Quality prediction of open educational resources a metadata-based approach Tavakoli, M.; Elias, M.; Kismihok, G.; Auer, S.	Konferenzbeitrag
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 Volltext
2020	R-Map: A Map metaphor for visualizing information reposting process in social media Chen, S.; Li, S.; Chen, S.; Yuan, X.	Zeitschriftenaufsatz
2020	Recurrent Point Review Models Cvejoski, K.; Sanchez, R.J.; Georgiev, B.; Bauckhage, C.; Ojeda, C.	Konferenzbeitrag
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 Volltext
2020	Resource-Constrained On-Device Learning by Dynamic Averaging Heppe, Lukas; Kamp, Michael; Adilova, Linara; Heinrich, Danny; Piatkowski, Nico; Morik, Katharina	Konferenzbeitrag
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; Vataščinová, Jana; Yaman, Beyza; Zamazal, Ondrej; Zhou, Lu	Konferenzbeitrag Volltext
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
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
2020	Schema-agnostic SPARQL-driven faceted search benchmark generation Stadler, C.; Bin, S.; Wenige, L.; Bühmann, L.; Lehmann, J.	Zeitschriftenaufsatz
2020	SCODIS: Job advert-derived time series for high-demand skillset discovery and prediction Sibarani, E.M.; Scerri, S.	Konferenzbeitrag
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
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
2020	Semantic Representation of Physics Research Data Say, Aysegul; Fathalla, Said; Vahdati, Sahar; Lehmann, Jens; Auer, Sören	Konferenzbeitrag
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
2020	Shells within Minimum Enclosing Balls Bauckhage, Christian; Bortz, Michael; Sifa, Rafet	Konferenzbeitrag
2020	Smart Services in the Physical World: Digital Twins Stojanovic, Ljiljana; Bader, Sebastian R.	Aufsatz in Buch
2020	SOLIOT - Decentralized data control and interactions for IoT Bader, Sebastian R.; Maleshkova, Maria	Zeitschriftenaufsatz Volltext
2020	Spatio-temporal visual analytics: a vision for 2020s Andrienko, Natalia; Andrienko, Gennady	Zeitschriftenaufsatz Volltext
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
2020	Supporting the management of humanitarian operations concerning migration movements with remote sensing Wickert, L.; Bogen, M.; Richter, M.	Konferenzbeitrag Volltext
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 Volltext
2020	Temporal Graph Analysis for Outbreak Pattern Detection in COVID-19 Contact Tracing Networks: Paper presented at Thirty-fourth Conference on Neural Information Processing Systems, NeurIPS 2020, December 6, 2020, Online, Vancouver, Canada Antweiler, Dario; Welke, Pascal	Vortrag Volltext
2020	Temporal Knowledge Graph Completion Based on Time Series Gaussian Embedding Xu, Chenjin; Nayyeri, Mojtaba; Alkhoury, Fouad; Yazdi, Hamed; Lehmann, Jens	Konferenzbeitrag
2020	Towards an empirical and theoretical evaluation of gradient based approaches for finding kernel minimum enclosing balls Kondratiuk, H.; Sifa, R.	Konferenzbeitrag
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; Lagzdiņš, Andis	Konferenzbeitrag Volltext
2020	Towards an Ontology Representing Characteristics of Inflammatory Bowel Disease Khiat, A.; Elias, M.; Foldenauer, A.C.; Koehm, M.; Blumenstein, I.; Napolitano, G.	Konferenzbeitrag
2020	Towards integrated data control for digital twins in industry 4.0 Bader, S.R.; Maleshkova, M.	Konferenzbeitrag Volltext
2020	Towards Map-Based Validation of Semantic Segmentation Masks: Paper presented at 37th International Conference on Machine Learning, ICML 2020, Workshop on AI for Autonomous Driving, AIAD 2020, 12-18 July 2020, Vienna, Austria Rüden, Laura von; Wirtz, Tim; Hueger, Fabian; Schneider, Jan David; Bauckhage, Christian	Vortrag Volltext
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
2020	Training multimodal systems for classification with multiple objectives Armitage, J.; Thakur, S.; Tripathi, R.; Lehmann, J.; Maleshkova, M.	Konferenzbeitrag Volltext
2020	Treating dialogue quality evaluation as an anomaly detection problem Nedelchev, R.; Lehmann, J.; Usbeck, R.	Konferenzbeitrag Volltext
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
2020	Using Automatic Speech Recognition in Spoken Corpus Curation Gorisch, Jan; Gref, Michael; Schmidt, Thomas	Konferenzbeitrag Volltext
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 Volltext
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
2020	Verbalizing the evolution of knowledge graphs with formal concept analysis Riveros, M.A.; Tasnim, M.; Graux, D.; Orlandi, F.; Collarana, D.	Konferenzbeitrag Volltext
2020	Visual Analysis of Place Connectedness by Public Transport Andrienko, Natalia; Andrienko, Gennady; Patterson, Fabian; Stange, Hendrik	Zeitschriftenaufsatz
2020	Visual Analytics for Data Scientists Andrienko, Natalia; Andrienko, Gennady; Fuchs, Georg; Slingsby, Aidan; Turkay, Cagatay; Wrobel, Stefan	Buch
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
2020	VoColReg: A registry for supporting distributed ontology development using version control systems Khiat, A.; Halilaj, L.; Hemid, A.; Lohmann, S.	Konferenzbeitrag
2020	VQuAnDa: Verbalization QUestion ANswering DAtaset Kacupaj, E.; Zafar, H.; Lehmann, J.; Maleshkova, M.	Konferenzbeitrag
2020	Zertifizierung von KI-Systemen: Impulspapier Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian	Studie Volltext
2020	Zertifizierung von KI-Systemen. Kompass für die Entwicklung und Anwendung vertrauenswürdiger KI-Systeme: White paper Heesen, Jessica; Müller-Quade, Jörn; Wrobel, Stefan; Poretschkin, Maximilian	Bericht Volltext
2020	Zukunftssichere Lösungen für maschinelles Lernen: Machine Learning Operations (MLOPS) - Prozesse für Entwicklung, Integration und Betrieb Beck, Niklas; Martens, Claudio; Sylla, Karl-Heinz; Wegener, Dennis; Zimmermann, Alexander	Bericht Volltext

Diese Publikationsliste wurde aus der Publikationsdatenbank Fraunhofer-Publica erstellt.

Jahr	Titel/Autor	Dokumentart
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; Eide, Øyvind	Master Thesis Volltext
2020	Mining Frequent Itemsets from Transactional Data Streams with Probabilistic Error Bounds Trabold, Daniel; Wrobel, Stefan; Bauckhage, Christian	Dissertation Volltext
2020	Towards Complex Question Answering over Knowledge Graphs Dubey, Mohnish	Dissertation Volltext

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Hochschulschriften / Examensarbeiten