| Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks - ForGAN A Koochali, P Schichtel, A Dengel, S Ahmed IEEE Access 7 (1), 63868 - 63880, 2019 | 110 | 2019 |
| If you like it, gan it—probabilistic multivariate times series forecast with gan A Koochali, A Dengel, S Ahmed Engineering proceedings 5 (1), 40, 2021 | 45 | 2021 |
| Random noise vs. state-of-the-art probabilistic forecasting methods: A case study on CRPS-Sum discrimination ability A Koochali, P Schichtel, A Dengel, S Ahmed Applied Sciences 12 (10), 5104, 2022 | 12 | 2022 |
| Which languages do people speak on Flickr? a language and geo-location study of the YFCC100m dataset A Koochali, S Kalkowski, A Dengel, D Borth, C Schulze Proceedings of the 2016 ACM Workshop on Multimedia COMMONS, 35-42, 2016 | 11 | 2016 |
| Quantifying quality of class-conditional generative models in time series domain A Koochali, M Walch, S Thota, P Schichtel, A Dengel, S Ahmed Applied Intelligence 53 (20), 24530-24550, 2023 | 7 | 2023 |
| A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction AE Bakhshipour, A Koochali, U Dittmer, A Haghighi, S Ahmad, A Dengel arXiv preprint arXiv:2301.13733, 2023 | 4 | 2023 |
| Generative Adversarial Networks in Urban Water Management: A Review of Potentials, Theory and a Tailor-Made Application in Combined Sewerprediction A Koochali, A Ebrahim Bakhshipour, R Habermehl, M Bakhshizadeh, ... Ralf and Bakhshizadeh, Mahta and Dittmer, Ulrich and Haghighi, Ali and Ahmed …, 0 | 2 | |
| Water depth prediction in combined sewer networks, application of generative adversarial networks A Koochali, AE Bakhshipour, M Bakhshizadeh, R Habermehl, TC Dilly, ... Discover Applied Sciences 6 (3), 123, 2024 | 1 | 2024 |
| An Ensemble Data-Driven Approach for Enhanced Short-Term Water Demand Forecasting in Urban Areas AE Bakhshipour, H Namdari, A Koochali, U Dittmer, A Haghighi Engineering Proceedings 69 (1), 69, 2024 | | 2024 |
| VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting A Koochali, E Tahaei, A Dengel, S Ahmed arXiv preprint arXiv:2405.04252, 2024 | | 2024 |
| Decision-Making in the Face of Uncertainty: Harnessing GANs for Probabilistic Forecasting A Koochali Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau, 2024 | | 2024 |
| Discover Applied Sciences A Koochali, AE Bakhshipour, M Bakhshizadeh, R Habermehl, TC Dilly, ... Discover 6, 123, 2024 | | 2024 |
| Class Conditional Time Series Generation with Structured Noise Space GAN H Gholamrezaei, A Koochali, A Dengel, S Ahmed arXiv preprint arXiv:2312.12946, 2023 | | 2023 |
| Method and device for the probabilistic prediction of sensor data M Schultalbers, P Schichtel, A Koochali, S Ahmed US Patent App. 17/442,632, 2022 | | 2022 |
| 4.3 Probabilistic Forecasting with Generative Adversarial Networks–ForGAN P Schichtel, A Koochali, S Ahmed, A Dengel International Conference on Calibration Methods and Automotive Data …, 2019 | | 2019 |
Andreas DengelProfessor of Computer Science, University of Kaiserslautern & Executive Director, DFKIE-mail confirmado em dfki.de
