| ชื่อเรื่อง | : | Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive Care |
| นักวิจัย | : | Williams, Christopher , Quinn, J. , McIntosh, N. |
| คำค้น | : | time series , Institute for Adaptive and Neural Computation |
| หน่วยงาน | : | Edinburgh Research Archive, United Kingdom |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2548 |
| อ้างอิง | : | Williams, C., Quinn, J., McIntosh, N. (external). (2005-12-01) Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive Care, Neural Information Processing 18 1513-1520 , 1049-5258 , http://books.nips.cc/papers/files/nips18/NIPS2005_0596.pdf , http://hdl.handle.net/1842/3054 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | - |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | The observed physiological dynamics of an infant receiving intensive care are affected by many possible factors, including interventions to the baby, the operation of the monitoring equipment and the state of health. The Factorial Switching Kalman Filter can be used to infer the presence of such factors from a sequence of observations, and to estimate the true values where these observations have been corrupted. We apply this model to clinical time series data and show it to be effective in identifying a number of artifactual and physiological patterns. |
| บรรณานุกรม | : |
Williams, Christopher , Quinn, J. , McIntosh, N. . (2548). Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive Care.
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom . Williams, Christopher , Quinn, J. , McIntosh, N. . 2548. "Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive Care".
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom . Williams, Christopher , Quinn, J. , McIntosh, N. . "Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive Care."
กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom , 2548. Print. Williams, Christopher , Quinn, J. , McIntosh, N. . Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive Care. กรุงเทพมหานคร : Edinburgh Research Archive, United Kingdom ; 2548.
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