Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAISPublikationen 2021
Fachpublikationen
| Jahr | Titel/Autor | Dokumentart |
|---|---|---|
| 2021 | AI as Co-workers: An Explorative Research on Technology Acceptance Based on the Revised Bloom Taxonomy
Greiner, C.; Jovy-Klein, F.; Peisl, T. | Konferenzbeitrag |
| 2021 | Archetypal Analysis Based Anomaly Detection for Improved Storytelling in Multiplayer Online Battle Arena Games
Sifa, R.; Drachen, A.; Block, F.; Moon, S.; Dubhashi, A.; Xiao, H.; Li, Z.; Klabjan, D.; Demediuk, S. | Konferenzbeitrag |
| 2021 | Assessing Earthquake Impacts and Monitoring Resilience of Historic Areas: Methods for GIS Tools
Giovinazzi, S.; Marchili, C.; Pietro, A. Di; Giordano, L.; Costanzo, A.; Porta, L.L.; Pollino, M.; Rosato, V.; Lückerath, D.; Milde, K.; Ullrich, O. | Zeitschriftenaufsatz |
| 2021 | Assistive HCI-Serious Games Co-design Insights: The Case Study of i-PROGNOSIS Personalized Game Suite for Parkinson’s Disease
Dias, S.B.; Diniz, J.A.; Konstantinidis, E.; Savvidis, T.; Zilidou, V.; Bamidis, P.D.; Grammatikopoulou, A.; Dimitropoulos, K.; Grammalidis, N.; Jaeger, H.; Stadtschnitzer, M.; Silva, H.; Telo, G.; Ioakeimidis, I.; Ntakakis, G.; Karayiannis, F.; Huchet, E.; Hoermann, V.; Filis, K.; Theodoropoulou, E.; Lyberopoulos, G.; Kyritsis, K.; Papadopoulos, A.; Depoulos, A.; Trivedi, D.; Chaudhuri, R.K.; Klingelhoefer, L.; Reichmann, H.; Bostantzopoulou, S.; Katsarou, Z.; Iakovakis, D.; Hadjidimitriou, S.; Charisis, V.; Apostolidis, G.; Hadjileontiadis, L.J. | Zeitschriftenaufsatz |
| 2021 | Auto Encoding Explanatory Examples with Stochastic Paths
Ojeda, César; Sánchez, Ramsés J.; Cvejoski, Kostadin; Schücker, Jannis; Bauckhage, Christian; Georgiev, Bogdan | Konferenzbeitrag |
| 2021 | Automating and utilising equal-distribution data classification
Andrienko, G.; Andrienko, N.; Kureshi, I.; Lee, K.; Smith, I.; Staykova, T. | Zeitschriftenaufsatz |
| 2021 | BenchEmbedd: A FAIR benchmarking tool for knowledge graph embeddings
Sadeghi, A.; Shahini, X.; Schmitz, M.; Lehmann, J. | Konferenzbeitrag |
| 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 |
| 2021 | Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams
Chen, S.; Andrienko, N.; Andrienko, G.; Li, J.; Yuan, X. | Zeitschriftenaufsatz |
| 2021 | Constructing Spaces and Times for Tactical Analysis in Football
Andrienko, Gennady; Andrienko, Natalia; Anzer, Gabriel; Bauer, P.; Budziak, G.; Fuchs, G.; Hecker, D.; Weber, H.; Wrobel, S. | Zeitschriftenaufsatz |
| 2021 | Conversational question answering over knowledge graphs with transformer and graph attention networks
Kacupaj, E.; Plepi, J.; Singh, K.; Thakkar, H.; Lehmann, J.; Maleshkova, M. | Konferenzbeitrag |
| 2021 | Correction to: Human migration: The big data perspective: Correction to: International Journal of Data Science and Analytics (2021) 11:341–360 https://doi.org/10.1007/s41060-020-00213-5
Sîrbu, A.; Andrienko, G.; Andrienko, N.; Boldrini, C.; Conti, M.; Giannotti, F.; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C.I.; Pappalardo, L.; Passarella, A.; Pedreschi, D.; Pollacci, L.; Pratesi, F.; Sharma, R. | Zeitschriftenaufsatz |
| 2021 | Decision Snippet Features
Welke, Pascal; Alkhoury, Fouad; Bauckhage, Christian; Wrobel, Stefan | Konferenzbeitrag |
| 2021 | Generative Machine Learning for Resource-Aware 5G and IoT Systems
Piatkowski, Nico; Mueller-Roemer, Johannes; Hasse, Peter; Bachorek, Adam; Werner, Tim; Birnstill, Pascal; Morgenstern, Andreas; Stobbe, Lutz | Konferenzbeitrag |
| 2021 | Give more data, awareness and control to individual citizens, and they will help COVID-19 containment
Nanni, M.; Andrienko, G.; Barabási, A.-L.; Boldrini, C.; Bonchi, F.; Cattuto, C.; Chiaromonte, F.; Comandé, G.; Conti, M.; Coté, M.; Dignum, F.; Dignum, V.; Domingo-Ferrer, J.; Ferragina, P.; Giannotti, F.; Guidotti, R.; Helbing, D.; Kaski, K.; Kertesz, J.; Lehmann, S.; Lepri, B.; Lukowicz, P.; Matwin, S.; Jiménez, D.M.; Monreale, A.; Morik, K.; Oliver, N.; Passarella, A.; Passerini, A.; Pedreschi, D.; Pentland, A.; Pianesi, F.; Pratesi, F.; Rinzivillo, S.; Ruggieri, S.; Siebes, A.; Torra, V.; Trasarti, R.; Hoven, J.; Vespignani, A. | Zeitschriftenaufsatz |
| 2021 | Grundlagen des Maschinellen Lernens
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, Gerhard; Rüping, Stefan | Aufsatz in Buch |
| 2021 | Human migration: The big data perspective
Sîrbu, A.; Andrienko, G.; Andrienko, N.; Boldrini, C.; Conti, M.; Giannotti, F.; Guidotti, R.; Bertoli, S.; Kim, J.; Muntean, C.I.; Pappalardo, L.; Passarella, A.; Pedreschi, D.; Pollacci, L.; Pratesi, F.; Sharma, R. | Zeitschriftenaufsatz |
| 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 | Preprint |
| 2021 | Introduction to Machine Learning with Robots and Playful Learning
Olari, Victoriya; Cvejoski, Kostadin; Eide, Øyvind | Konferenzbeitrag |
| 2021 | Introduction to neural network-based question answering over knowledge graphs
Chakraborty, Nilesh; Lukovnikov, Denis; Maheshwari, Gaurav; Trivedi, Priyansh; Lehmann, Jens; Fischer, Aslj | Zeitschriftenaufsatz |
| 2021 | Lessons Learned on Conducting Dwelling Detection on VHR Satellite Imagery for the Management of Humanitarian Operations
Wickert, Lorenz; Bogen, Manfred; Richter, Marvin | Zeitschriftenaufsatz |
| 2021 | Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain
Nayyeri, M.; Cil, G.M.; Vahdati, S.; Osborne, F.; Kravchenko, A.; Angioni, S.; Salatino, A.; Recupero, D.R.; Motta, E.; Lehmann, J. | Zeitschriftenaufsatz |
| 2021 | Maximum Margin Separations in Finite Closure Systems
Seiffahrt, Florian; Horvárth, Tamás; Wrobel, Stefan | Konferenzbeitrag |
| 2021 | Metadata analysis of open educational resources
Tavakoli, M.; Elias, M.; Kismihok, G.; Auer, S. | Konferenzbeitrag |
| 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 |
| 2021 | Monte Carlo Tree Search for high precision manufacturing
Weichert, Dorina; Horchler, Felix; Kister, Alexander; Trost, Marcus; Hartung, Johannes; Risse, Stefan | Preprint |
| 2021 | Die Nachvollziehbarkeit von KI-Anwendungen in der Medizin: Eine Betrachtung aus juristischer Perspektive mit Beispielszenarien
Hänold, Stefanie; Schlee, Nelli; Antweiler, Dario; Beckh, Katharina | Zeitschriftenaufsatz |
| 2021 | New active learning algorithms for near-infrared spectroscopy in agricultural applications
Krause, Julius; Günder, Maurice; Schulz, Daniel; Gruna, Robin | Zeitschriftenaufsatz |
| 2021 | A Novel Regression Loss for Non-Parametric Uncertainty Optimization
Sicking, Joachim; Akila, Maram; Pintz, Maximilian; Wirtz, Tim; Fischer, Asja; Wrobel, Stefan | Konferenzbeitrag |
| 2021 | Patch Shortcuts: Interpretable Proxy Models Efficiently Find Black-Box Vulnerabilities
Rosenzweig, Julia; Sicking, Joachim; Houben, Sebastian; Mock, Michael; Akila, Maram | Konferenzbeitrag |
| 2021 | Pattern-Aware and Noise-Resilient Embedding Models
Nayyeri, M.; Vahdati, S.; Sallinger, E.; Alam, M.M.; Yazdi, H.S.; Lehmann, J. | Konferenzbeitrag |
| 2021 | PyKEEN 1.0: A python library for training and evaluating knowledge graph embeddings
Ali, M.; Berrendorf, M.; Hoyt, C.T.; Vermue, L.; Sharifzadeh, S.; Tresp, V.; Lehmann, J. | Zeitschriftenaufsatz |
| 2021 | (So) Big Data and the transformation of the city
Andrienko, G.; Andrienko, N.; Boldrini, C.; Caldarelli, G.; Cintia, P.; Cresci, S.; Facchini, A.; Giannotti, F.; Gionis, A.; Guidotti, R.; Mathioudakis, M.; Muntean, C.I.; Pappalardo, L.; Pedreschi, D.; Pournaras, E.; Pratesi, F.; Tesconi, M.; Trasarti, R. | Zeitschriftenaufsatz |
| 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 |
| 2021 | Supporting verification of news articles with automated search for semantically similar articles
Gupta, V.; Beckh, K.; Giesselbach, S.; Wegener, D.; Wirtz, T. | Konferenzbeitrag |
| 2021 | Switching Dynamical Systems with Deep Neural Networks
Ojeda, César; Georgiev, Bogdan; Cvejoski, Kostadin; Schücker, Jannis; Bauckhage, Christian; Sánchez, Ramsés J. | Konferenzbeitrag |
| 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 |
| 2021 | tanh Neurons are Bayesian Decision Makers
Bauckhage, Christian; Sifa, Rafet; Hecker, Dirk | Konferenzbeitrag |
| 2021 | Template-based Question Answering using Recursive Neural Networks
Athreya, R.G.; Bansal, S.K.; Ngonga Ngomo, A.-C.; Usbeck, R. | Konferenzbeitrag |
| 2021 | A theoretical model for pattern discovery in visual analytics
Andrienko, N.; Andrienko, G.; Miksch, S.; Schumann, H.; Wrobel, S. | Zeitschriftenaufsatz |
| 2021 | Tiefe neuronale Netze: Welche Vorteile haben tiefe neuronale Netze
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, G. | Aufsatz in Buch |
| 2021 | Towards holistic Entity Linking: Survey and directions
Oliveira, I.L.; Fileto, R.; Speck, R.; Garcia, L.P.F.; Moussallem, D.; Lehmann, J. | Zeitschriftenaufsatz |
| 2021 | Vertrauenswürdiges, transparentes und robustes Maschinelles Lernen
Bauckhage, Christian; Fürnkranz, Johannes; Paaß, Gerhard | Aufsatz in Buch |
| 2021 | Visual Analytics for Characterizing Mobility Aspects of Urban Context
Andrienko, G.; Andrienko, N.; Patterson, F.; Chen, S.; Weibel, R.; Huang, H.; Doulkeridis, C.; Georgiou, H.; Pelekis, N.; Theodoridis, Y.; Nanni, M.; Longhi, L.; Koumparos, A.; Yasar, A.; Kureshi, I. | Aufsatz in Buch |
Diese Publikationsliste wurde aus der Publikationsdatenbank Fraunhofer-Publica erstellt.
Hochschulschriften / Examensarbeiten
| Jahr | Titel/Autor | Dokumentart |
|---|---|---|
| 2021 | Design and Evaluation of a Generic Orchestrator that executes an AI pipeline
Morbagal Harish, Tejas; Lehmann, Jens; Stadtschnitzer, Michael | 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; Lehmann, Jens; Behnke, Sven | Master Thesis |
| 2021 | Extracting and Utilizing templates for Question Answering over Knowledge Graph
Kumar, Uttam | Master Thesis |
| 2021 | Improving Grapheme-to-Phoneme Conversion for Anglicisms in German Speech Recognition
Pritzen, Julia Maria; Zühlke, Dietlind; Gref, Michael | Master Thesis |
| 2021 | PillarFPN: A Feature Pyramid Extension to Pointpillars for 3D Object Detection
Munshi, Harsh; Plöger, Sven | Master Thesis |
| 2021 | Semantic Based Approach for Entity Matching on Noisy Semistructured Data
Nikhil, Acharya | Master Thesis |
Diese Publikationsliste wurde aus der Publikationsdatenbank Fraunhofer-Publica erstellt.