106 citations
- German Research Centre for Artificial IntelligenceDE7 papers
- University of KaiserslauternDE6 papers
- Technische Universität BerlinDE4 papers
- Max Planck Institute for Intelligent SystemsDE3 papers
- RWTH Aachen UniversityDE2 papers
- Durham UniversityGB1 paper
- Fraunhofer Institute for Industrial EngineeringDE1 paper
- Fraunhofer Institute for Manufacturing Engineering and AutomationDE1 paper
- German University in CairoEG1 paper
- Institut für NanophotonikDE1 paper
- Johannes Kepler University of LinzAT1 paper
- Karlsruhe University of EducationDE1 paper
Showing 2019 · cs.LGShow all
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cs.LG2019★ 13 cited
TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features
Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Küsters +3
Neural networks (NN) are considered as black-boxes due to the lack of explainability and transparency of their decisions. This significantly hampers their deployment in environment…
cs.LG2019★ 95 cited
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN
Alireza Koochali, Peter Schichtel, Sheraz Ahmed +1
Time series forecasting is one of the challenging problems for humankind. Traditional forecasting methods using mean regression models have severe shortcomings in reflecting real-w…