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Alireza Koochali
Alireza Koochali
Ph.D. Student, Technical University of Rheinland-Pfalz (RPTU)
Verified email at rptu.de - Homepage
Title
Cited by
Cited by
Year
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
1112019
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
452021
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
122022
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
112016
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
72023
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
52023
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
12024
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
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