Search Results for author: Sina Montazeri

Found 4 papers, 0 papers with code

CNN-DRL with Shuffled Features in Finance

no code implementations16 Jan 2024 Sina Montazeri, Akram Mirzaeinia, Amir Mirzaeinia

In prior methods, it was observed that the application of Convolutional Neural Networks agent in Deep Reinforcement Learning to financial data resulted in an enhanced reward.

reinforcement-learning

CNN-DRL for Scalable Actions in Finance

no code implementations10 Jan 2024 Sina Montazeri, Akram Mirzaeinia, Haseebullah Jumakhan, Amir Mirzaeinia

To address this, we designed a CNN agent that concatenates the data from the last ninety days of the daily feature vector to create the CNN input matrix.

Large-scale Building Height Retrieval from Single SAR Imagery based on Bounding Box Regression Networks

no code implementations18 Nov 2021 Yao Sun, Lichao Mou, Yuanyuan Wang, Sina Montazeri, Xiao Xiang Zhu

Building height retrieval from synthetic aperture radar (SAR) imagery is of great importance for urban applications, yet highly challenging owing to the complexity of SAR data.

regression Retrieval

Deep Learning Meets SAR

no code implementations17 Jun 2020 Xiao Xiang Zhu, Sina Montazeri, Mohsin Ali, Yuansheng Hua, Yuanyuan Wang, Lichao Mou, Yilei Shi, Feng Xu, Richard Bamler

Deep learning in remote sensing has become an international hype, but it is mostly limited to the evaluation of optical data.

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