Using 1D CNN to classify a small amount of vibration signal data. fossil1.csv: Collected vibration signals from Smartwatches(WearOS), including accelerometer readings of x,y,z axes. Signal ...

Cell 23 will give the merged dataset. Cell 30 will save the embeddings to w2v.txt. Basic models and 1D CNN are tested from Cell 31. It is recommended to customize n-gram, classification model, ...

Falls among the elderly population pose a significant threat, often leading to severe injuries, loss of independence, and even fatality. To address this critical issue, researchers have been exploring ...