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Reference.org
Time aware long short-term memory
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<p>Time Aware LSTM (T-LSTM) is a <a href="/facts/Long_short-term_memory/NBBVEoft">long short-term memory</a> (LSTM) unit capable of handling irregular time intervals in longitudinal patient records. T-LSTM was developed by researchers from <a href="/facts/Michigan_State_University/faLD1NUz">Michigan State University</a>, <a href="/facts/IBM_Research/4DaaL58U">IBM Research</a>, and <a href="/facts/Cornell_University/FGyXuXeI">Cornell University</a> and was first presented in the Knowledge Discovery and Data Mining (KDD) conference. Experiments using real and synthetic data proved that T-LSTM auto-encoder outperformed widely used frameworks including LSTM and MF1-LSTM auto-encoders. </p>