“Efficient Temporal Segmentation And Classification Of Short-Form Video Content Using Lightweight CNN-LSTM Architecture”. Journal of Technology Informatics and Engineering, vol. 5, no. 1, Feb. 2026, pp. 1-16, https://doi.org/10.51903/jtie.v5i1.441.