Alireza Koochali

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
VAEneu: a new avenue for VAE application on probabilistic forecasting.
Appl. Intell.
Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed
2024 — conf
CCATS: Moving Forward with Class-Conditional Time Series Generation.
ICONIP (3)
Philipp Engler, Alireza Koochali, Ludger van Elst, Andreas Dengel, Sheraz Ahmed
2024 J jnl
VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting.
CoRR
Alireza Koochali, Ensiye Tahaei, Andreas Dengel, Sheraz Ahmed
2023 J jnl
A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction.
CoRR
Amin E. Bakhshipour, Alireza Koochali, Ulrich Dittmer, Ali Haghighi, Sheraz Ahmed, Andreas Dengel
2023 J jnl
Class Conditional Time Series Generation with Structured Noise Space GAN.
CoRR
Hamidreza Gholamrezaei, Alireza Koochali, Andreas Dengel, Sheraz Ahmed
2023 J jnl
Quantifying quality of class-conditional generative models in time series domain.
Appl. Intell.
Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Quantifying Quality of Class-Conditional Generative Models in Time-Series Domain.
CoRR
Alireza Koochali, Maria Walch, Sankrutyayan Thota, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2022 J jnl
Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability.
CoRR
Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2020 J jnl
If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN.
CoRR
Alireza Koochali, Andreas Dengel, Sheraz Ahmed
2019 J jnl
Probabilistic Forecasting of Sensory Data With Generative Adversarial Networks - ForGAN.
IEEE Access
Alireza Koochali, Peter Schichtel, Andreas Dengel, Sheraz Ahmed
2019 J jnl
Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN.
CoRR
Alireza Koochali, Peter Schichtel, Sheraz Ahmed, Andreas Dengel
2016 — conf
Which Languages do People Speak on Flickr?: A Language and Geo-Location Study of the YFCC100m Dataset.
MMCommons @ ACM Multimedia
Alireza Koochali, Sebastian Kalkowski, Andreas Dengel, Damian Borth, Christian Schulze