A Comparative Evaluation of Self-Attention Mechanism with ConvLSTM Model for Global Aerosol Time Series Forecasting
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Nebojsa Bacanin & Miodrag Zivkovic & Catalin Stoean & Milos Antonijevic & Stefana Janicijevic & Marko Sarac & Ivana Strumberger, 2022. "Application of Natural Language Processing and Machine Learning Boosted with Swarm Intelligence for Spam Email Filtering," Mathematics, MDPI, vol. 10(22), pages 1-31, November.
- Nebojsa Bacanin & Ruxandra Stoean & Miodrag Zivkovic & Aleksandar Petrovic & Tarik A. Rashid & Timea Bezdan, 2021. "Performance of a Novel Chaotic Firefly Algorithm with Enhanced Exploration for Tackling Global Optimization Problems: Application for Dropout Regularization," Mathematics, MDPI, vol. 9(21), pages 1-33, October.
- Dušan P. Nikezić & Uzahir R. Ramadani & Dušan S. Radivojević & Ivan M. Lazović & Nikola S. Mirkov, 2022. "Deep Learning Model for Global Spatio-Temporal Image Prediction," Mathematics, MDPI, vol. 10(18), pages 1-15, September.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Dušan P. Nikezić & Dušan S. Radivojević & Ivan M. Lazović & Nikola S. Mirkov & Zoran J. Marković, 2024. "Transfer Learning with ResNet3D-101 for Global Prediction of High Aerosol Concentrations," Mathematics, MDPI, vol. 12(6), pages 1-11, March.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Jani Dugonik & Mirjam Sepesy Maučec & Domen Verber & Janez Brest, 2023. "Reduction of Neural Machine Translation Failures by Incorporating Statistical Machine Translation," Mathematics, MDPI, vol. 11(11), pages 1-22, May.
- Luka Jovanovic & Dejan Jovanovic & Nebojsa Bacanin & Ana Jovancai Stakic & Milos Antonijevic & Hesham Magd & Ravi Thirumalaisamy & Miodrag Zivkovic, 2022. "Multi-Step Crude Oil Price Prediction Based on LSTM Approach Tuned by Salp Swarm Algorithm with Disputation Operator," Sustainability, MDPI, vol. 14(21), pages 1-29, November.
- Devi Munandar & Budi Nurani Ruchjana & Atje Setiawan Abdullah & Hilman Ferdinandus Pardede, 2023. "Literature Review on Integrating Generalized Space-Time Autoregressive Integrated Moving Average (GSTARIMA) and Deep Neural Networks in Machine Learning for Climate Forecasting," Mathematics, MDPI, vol. 11(13), pages 1-25, July.
- Tao Xu & Zeng Gao & Yi Zhuang, 2023. "Fault Prediction of Control Clusters Based on an Improved Arithmetic Optimization Algorithm and BP Neural Network," Mathematics, MDPI, vol. 11(13), pages 1-28, June.
- Zaid Bin Mushtaq & Shoaib Mohd Nasti & Chaman Verma & Maria Simona Raboaca & Neerendra Kumar & Samiah Jan Nasti, 2022. "Super Resolution for Noisy Images Using Convolutional Neural Networks," Mathematics, MDPI, vol. 10(5), pages 1-18, February.
More about this item
Keywords
self-attention; ConvLSTM; spatio-temporal time-series image prediction; particle swarm optimization; aerosol optical thickness; Kruskal-Wallis H Test;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:11:y:2023:i:7:p:1744-:d:1116595. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.