Issue Date | Title | Involved Person(s) |
18-Dec-2020 | Artificial neural networks to impute rounded zeros in compositional data | Templ, Matthias |
1-Dec-2020 | Predicting airplane go-arounds using machine learning and open-source data | Figuet, Benoit; Monstein, Raphael; Waltert, Manuel; Barry, Steven |
1-Dec-2020 | Combined multilateration with machine learning for enhanced aircraft localization | Figuet, Benoit; Monstein, Raphael; Felux, Michael |
18-Nov-2020 | Maps for an uncertain future : teaching AI and machine learning using the ATLAS concept | Stadelmann, Thilo; Würsch, Christoph |
6-Nov-2020 | Design patterns for resource-constrained automated deep-learning methods | Tuggener, Lukas; Amirian, Mohammadreza; Benites de Azevedo e Souza, Fernando; von Däniken, Pius; Gupta, Prakhar, et al |
2-Sep-2020 | How (not) to measure bias in face recognition networks | Glüge, Stefan; Amirian, Mohammadreza; Flumini, Dandolo; Stadelmann, Thilo |
Sep-2020 | Collaboration in virtual and augmented reality : a systematic overview | Pidel, Catlin; Ackermann, Philipp |
31-Aug-2020 | Combining reinforcement learning with supervised deep learning for neural active scene understanding | Roost, Dano; Meier, Ralph; Toffetti Carughi, Giovanni; Stadelmann, Thilo |
13-Aug-2020 | Neural networks and arbitrage in the VIX | Osterrieder, Jörg; Kucharczyk, Daniel; Rudolf, Silas; Wittwer, Daniel |
Aug-2020 | Big data architecture for intelligent maintenance : a focus on query processing and machine learning algorithms | Lehmann, Claude; Goren Huber, Lilach; Horisberger, Thomas; Scheiba, Georg; Sima, Ana-Claudia, et al |
Jul-2020 | Early fault detection based on wind turbine SCADA data using convolutional neural networks | Ulmer, Markus; Jarlskog, Eskil; Pizza, Gianmarco; Manninen, Jaakko; Goren Huber, Lilach |
Jul-2020 | A methodology for creating question answering corpora using inverse data annotation | Deriu, Jan Milan; Mlynchyk, Katsiaryna; Schläpfer, Philippe; Rodrigo, Alvaro; von Grünigen, Dirk, et al |
26-Jun-2020 | Improving sample efficiency and multi-agent communication in RL-based train rescheduling | Roost, Dano; Meier, Ralph; Huschauer, Stephan; Nygren, Erik; Egli, Adrian, et al |
23-Jun-2020 | Examining redundancy in the context of safe machine learning | Doran, Hans Dermot; Reif, Monika Ulrike |
Jun-2020 | Annotating web tables through knowledge bases : a context-based approach (Best Paper Award) | Eslahi, Yasamin; Stockinger, Kurt; Bhardwaj, Akansha; Cudré-Mauroux, Philippe; Rosso, Paolo |