Bi-directional LSTM Model with Symptoms-Frequency Position Attention for Question Answering System in Medical Domain
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DOI: 10.1007/s11063-019-10136-3
Abstract: Online medical intelligent question answering system plays an increasingly important role as a supplement of the traditional medical service systems. The purpose is to provide quick and concise feedback on users’ questions through natural language.… read more here.
Keywords: position; directional lstm; attention; model ... See more keywords
3-D Bi-directional LSTM for Satellite Soil Moisture Downscaling
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DOI: 10.1109/tgrs.2022.3227108
Abstract: Soil moisture (SM) is a crucial parameter of hydrological processes as it affects the exchange of water and heat at the land/atmosphere interface. Regional hydrological applications (floods and modeling of small basins) and agricultural applications… read more here.
Keywords: directional lstm; satellite; soil moisture; soil ... See more keywords
State of Charge Estimation of Lithium-Ion Batteries Using Stacked Encoder–Decoder Bi-Directional LSTM for EV and HEV Applications
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DOI: 10.3390/mi13091397
Abstract: Energy storage technologies are being used excessively in industrial applications and in automobiles. Battery state of charge (SOC) is an important metric to be monitored in these applications to ensure proper and safe functionality. Since… read more here.
Keywords: state charge; directional lstm; encoder decoder; decoder directional ... See more keywords