Search Results for author: Koorush Ziarati

Found 3 papers, 0 papers with code

Frost Prediction Using Machine Learning Methods in Fars Province

no code implementations21 Jan 2024 Milad Barooni, Koorush Ziarati, Ali Barooni

With methods based on deep learning models, not only do we observe a reduction in RMSE error compared to empirical methods but also have more time to predict minimum temperature.

On Principal Curve-Based Classifiers and Similarity-Based Selective Sampling in Time-Series

no code implementations10 Apr 2022 Aref Hakimzadeh, Koorush Ziarati, Mohammad Taheri

Any variation in time spans between input data points causes performance attenuation in recurrent neural network architectures.

Time Series Time Series Analysis

Graph-based Local Climate Classification in Iran

no code implementations18 Oct 2021 Neda Akrami, Koorush Ziarati, Soumyabrata Dev

To the best of our knowledge, our proposed method is the first graph-based climate classification system.

Classification Time Series +1

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