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Alireza Koochali

Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks – ForGAN
2019 · Alireza Koochali, Peter Schichtel, et al. · IEEE Access · 103
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If You Like It, GAN It—Probabilistic Multivariate Times Series Forecast with GAN
2021 · Alireza Koochali, Andreas Dengel, et al. · International Conference on Time Series and Forecasting (ITISE) · 39
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Battle of Water Demand Forecasting
2025 · S. Alvisi, M. Franchini, et al. · Journal of Water Resources Planning and Management · 17
Quantifying quality of class-conditional generative models in time series domain
2023 · Alireza Koochali, Maria Walch, et al. · Applied Intelligence · 11
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VAEneu: a new avenue for VAE application on probabilistic forecasting
2025 · Alireza Koochali, Ensiye Tahaei, et al. · Applied Intelligence · 10
A Bayesian Generative Adversarial Networks (GAN) to Generate Synthetic Time-Series Data, Application In Combined Sewer Flow Prediction
2022 · Amin E. Bakhshipour, Alireza Koochali, et al. · Water Distribution Systems Analysis Conference (WDSA) · 10
Which Languages do People Speak on Flickr? A Language and Geo-Location Study of the YFCC100m Dataset
2016 · Alireza Koochali, Sebastian Kalkowski, et al. · 10
Random Noise vs. State-of-the-Art Probabilistic Forecasting Methods: A Case Study on CRPS-Sum Discrimination Ability
2022 · Alireza Koochali, Peter Schichtel, et al. · Applied Sciences · 9
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Water depth prediction in combined sewer networks, application of generative adversarial networks
2024 · Alireza Koochali, Amin E. Bakhshipour, et al. · Discover Applied Sciences · 5
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Generative Adversarial Networks in Urban Water Management: A Review of Potentials, Theory and a Tailor-Made Application in Combined Sewerprediction
2023 · Alireza Koochali, Amin Ebrahim Bakhshipour, et al. · SSRN Electronic Journal · 5
An Ensemble Data-Driven Approach for Enhanced Short-Term Water Demand Forecasting in Urban Areas
2024 · Amin E. Bakhshipour, Hossein Namdari, et al. · WDSA / CCWI Joint Conference Proceedings · 4
CCATS: Moving Forward with Class-Conditional Time Series Generation
2025 · Philipp Engler, Alireza Koochali, et al. · Lecture notes in computer science · 2
Battle of Water Demand Forecasting
2025 · Alvisi, S., Franchini, M., et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft)
Class Conditional Time Series Generation with Structured Noise Space GAN
2023 · Gholamrezaei, Hamidreza, Koochali, Alireza, et al. · arXiv (Cornell University)
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Works count: 15
Citation count: 225
H-index: 8
I10-index: 7
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