Official implementation of our 2022 IEEE LA-CCI paper Student Dropout Prediction using 1D CNN-LSTM with Variational Autoencoder Oversampling by Eduarda C. Coppo, Rhuan S. Caetano, Leandro M. de Lima ...

It compares 1D-CNN and LSTM architectures, integrates autoencoder-based pretraining, and applies advanced model improvements to enhance performance. Sensor-based activity classification data: ...