Computational Intelligence and Neuroscience

Research Article

[Retracted] A Multi-RNN Research Topic Prediction Model Based on Spatial Attention and Semantic Consistency-Based Scientific Influence Modeling

Table 2

RMSE of different models.
ModelRMSE
CLCVMLIRAIAverage
ARIMA1.179e−42.967e−45.822e−43.640e−43.893e−43.500e−4
GRU4.385e−42.899e−42.411e−41.792e−42.122e−42.720e−4
LSTM4.470e−42.879e−41.312e−42.032e−41.987e−42.540e−4
ENDE4.317e−42.944e−42.306e−42.034e−42.127e−42.750e−4
TARNN4.375e−43.013e−42.385e−42.050e−42.094e−42.780e−4
DARNN4.319e−42.923e−42.331e−42.070e−42.046e−42.740e−4
CONI4.196e−42.558e−42.377e−42.049e−41.942e−42.620e−4
SASC3.981e−42.384e−40.970e−41.577e−40.701e−41.920e−4