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Publication search results
found 449 matches
- 2024
- Pedro Herruzo:
Deep learning for spatio-temporal forecasting: benchmarks, methods, and insights from mobility and weather predictions. Polytechnic University of Catalonia, Spain, 2024 - Cheng Lyu, Sara Eftekharnejad:
Probabilistic Solar Generation Forecasting for Rapidly Changing Weather Conditions. IEEE Access 12: 79091-79103 (2024) - Altan Unlu, Sergio A. Dorado-Rojas, Malaquias Peña, Zongjie Wang:
Weather-Informed Forecasting for Time Series Optimal Power Flow of Transmission Systems With Large Renewable Share. IEEE Access 12: 92652-92662 (2024) - Ubaid Ahmed, Ahsan Raza Khan, Anzar Mahmood, Iqra Rafiq, Rami Ghannam, Ahmed Zoha:
Short-term global horizontal irradiance forecasting using weather classified categorical boosting. Appl. Soft Comput. 155: 111441 (2024) - Renata Rojas Guerra, Anna Vizziello, Pietro Savazzi, Emanuele Goldoni, Paolo Gamba:
Forecasting LoRaWAN RSSI using weather parameters: A comparative study of ARIMA, artificial intelligence and hybrid approaches. Comput. Networks 243: 110258 (2024) - Ekin Ekinci:
A comparative study of LSTM-ED architectures in forecasting day-ahead solar photovoltaic energy using Weather Data. Computing 106(5): 1611-1632 (2024) - Yugui Tang, Kuo Yang, Shujing Zhang, Zhen Zhang:
Photovoltaic power forecasting: A dual-attention gated recurrent unit framework incorporating weather clustering and transfer learning strategy. Eng. Appl. Artif. Intell. 130: 107691 (2024) - T. Akilan, K. M. Baalamurugan:
Automated weather forecasting and field monitoring using GRU-CNN model along with IoT to support precision agriculture. Expert Syst. Appl. 249: 123468 (2024) - Sasi Rekha Sankar, Madhavan Panchapakesan:
Hybrid feature selection model for accurate wind speed forecasting from numerical weather prediction dataset. Expert Syst. Appl. 248: 123054 (2024) - Nishtha Parashar, Akhilesh Tiwari, Rajendra Kumar Gupta:
Knowledge discovery in weather forecasting: mining fuzzy image association rules with fine-tuned CNN and fuzzy HIFP algorithm. Evol. Syst. 15(5): 1895-1906 (2024) - Zhewen Xu, Xiaohui Wei, Jieyun Hao, Junze Han, Hongliang Li, Changzheng Liu, Zijian Li, Dongyuan Tian, Nong Zhang:
DGFormer: a physics-guided station level weather forecasting model with dynamic spatial-temporal graph neural network. GeoInformatica 28(3): 499-533 (2024) - T. Sujeeth, C. Ramesh, Sushila Palwe, Gandikota Ramu, Shaik Johny Basha, Deepak Upadhyay, K. Chanthirasekaran, K. Sivasankari, A. Rajaram:
Adaptive solar power generation forecasting using enhanced neural network with weather modulation. J. Intell. Fuzzy Syst. 46(4): 10955-10968 (2024) - César Peláez-Rodríguez, Jorge Pérez-Aracil, Cosmin Madalin Marina, Luis Prieto-Godino, Carlos Casanova-Mateo, Pedro Antonio Gutiérrez, Sancho Salcedo-Sanz:
A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic. Knowl. Based Syst. 291: 111556 (2024) - Yunchang Seol, Suho Kim, Minwoo Jung, Youngjoon Hong:
A novel physics-aware graph network using high-order numerical methods in weather forecasting model. Knowl. Based Syst. 300: 112158 (2024) - Baowen Xu, Xuelei Wang, Jingwei Li, Chengbao Liu:
Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting. Mach. Learn. 113(6): 3399-3417 (2024) - Radhika Kotecha, Suresh Ukarande, Krishnanand Hosalikar, Parth Maniar, Saj Maru, Devanand Pallikuth, Trusha Biswas, Vismay Rane:
Short-Term Load Demand Forecasting Based on Weather and Influencing Factors Using Deep Neural Network Experts for Sustainable Development Goal 7. SN Comput. Sci. 5(2): 253 (2024) - Luka Jovanovic, Nebojsa Bacanin, Vladimir Simic, Joseph Mani, Miodrag Zivkovic, Marko Sarac:
Optimizing machine learning for space weather forecasting and event classification using modified metaheuristics. Soft Comput. 28(7): 6383-6402 (2024) - Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis:
A Novel Transformer Network With Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 45-55 (2024) - Selim Furkan Tekin, Arda Fazla, Suleyman Serdar Kozat:
Numerical Weather Forecasting Using Convolutional-LSTM With Attention and Context Matcher Mechanisms. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - Gustavo de Jesús Machado-Guillén, Jorge M. Cruz-Duarte, Santiago E. Conant-Pablos, Katarzyna Filus:
Harnessing Machine Learning for Reliable Weather Forecasting: Meteorological Impact on Sustainable Energy in Monterrey. CEC 2024: 1-8 - Brianna D'Urso, Sheikh Rabiul Islam, Md. Kamruzzaman Sarker, Ingrid Russell:
Severe Weather Forecasting via the Sole Use of Satellite Data. FLAIRS 2024 - Yogesh Verma, Markus Heinonen, Vikas Garg:
ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs. ICLR 2024 - Yi Xiao, Lei Bai, Wei Xue, Hao Chen, Kun Chen, Kang Chen, Tao Han, Wanli Ouyang:
Towards a Self-contained Data-driven Global Weather Forecasting Framework. ICML 2024 - Wenqi Wang, Jacob Bieker, Rossella Arcucci, César Quilodrán Casas:
Data Assimilation using ERA5, ASOS, and the U-STN model for Weather Forecasting over the UK. CoRR abs/2401.07604 (2024) - Md. Zubair, Md. Shahidul Salim, Mehrab Mustafy Rahman, Mohammad Jahid Ibna Basher, Shahin Imran, Iqbal H. Sarker:
Agricultural Recommendation System based on Deep Learning: A Multivariate Weather Forecasting Approach. CoRR abs/2401.11410 (2024) - Fenghua Ling, Lin Ouyang, Boufeniza Redouane Larbi, Jing-Jia Luo, Tao Han, Xiaohui Zhong, Lei Bai:
Is Artificial Intelligence Providing the Second Revolution for Weather Forecasting? CoRR abs/2401.16669 (2024) - Tao Han, Song Guo, Fenghua Ling, Kang Chen, Junchao Gong, Jing-Jia Luo, Junxia Gu, Kan Dai, Wanli Ouyang, Lei Bai:
FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting. CoRR abs/2402.00059 (2024) - Md Saydur Rahman, Farhana Akter Tumpa, Md Shazid Islam, Abul Al Arabi, Md Sanzid Bin Hossain, Md. Saad Ul Haque:
Comparative Evaluation of Weather Forecasting using Machine Learning Models. CoRR abs/2402.01206 (2024) - Minjong Cheon, Daehyun Kang, Yo-Hwan Choi, Seon-Yu Kang:
Advancing Data-driven Weather Forecasting: Time-Sliding Data Augmentation of ERA5. CoRR abs/2402.08185 (2024) - Hira Saleem, Flora D. Salim, Cormac Purcell:
Conformer: Embedding Continuous Attention in Vision Transformer for Weather Forecasting. CoRR abs/2402.17966 (2024)
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