Time series forecasting using generative AI : leveraging ai for precision forecasting / / Banglore Vijay Kumar Vishwas, Sri Ram Macharla
| Time series forecasting using generative AI : leveraging ai for precision forecasting / / Banglore Vijay Kumar Vishwas, Sri Ram Macharla |
| Autore | Vishwas Banglore Vijay Kumar |
| Pubbl/distr/stampa | New York : , : Apress, , [2025] |
| Descrizione fisica | 1 online resource (xvi, 215 pages) : illustrations |
| Disciplina | 006.31 |
| Soggetto topico |
Time-series analysis - Data processing
Artificial intelligence Forecasting - Data processing |
| ISBN | 9798868812767 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Chapter 1: Time Series Meets Generative AI -- Chapter 2: Neural Network For Time Series -- Chapter 3: Transformers For Time Series -- Chapter 4: Time-LLM: Reprogramming Large Language Model -- Chapter 5: Chronos: Pretrained Probabilistic Time Series Model -- Chapter 6: TimeGPT: The First Foundation Model For Time Series -- Chapter 7: Moirai: A Time Series Foundation Model For Universal Forecasting -- Chapter 8: TimesFM: Decoder-Only Foundation Model For Time Series. |
| Record Nr. | UNINA-9910988389203321 |
Vishwas Banglore Vijay Kumar
|
||
| New York : , : Apress, , [2025] | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Workshop on the Initialization of High-Resolution Earth System Models / / convened by U.S. Department of Energy, Office of Science, Office of Biological and Environmental Research; U.S. Department of Commerce, National Oceanic and Atmospheric Administration, Climate Program Office
| Workshop on the Initialization of High-Resolution Earth System Models / / convened by U.S. Department of Energy, Office of Science, Office of Biological and Environmental Research; U.S. Department of Commerce, National Oceanic and Atmospheric Administration, Climate Program Office |
| Pubbl/distr/stampa | [Washington, D.C.] : , : U.S. Department of Energy, Office of Science |
| Descrizione fisica | 1 online resource (iv, 25 pages) : color illustrations |
| Collana | NOAA technical report OAR CPO |
| Soggetto topico |
Climatology - Computer simulation
Climatology - Data processing Forecasting - Computer simulation Forecasting - Data processing |
| Soggetto genere / forma | Conference papers and proceedings. |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910715968503321 |
| [Washington, D.C.] : , : U.S. Department of Energy, Office of Science | ||
| Lo trovi qui: Univ. Federico II | ||
| ||