| ADL | Activity of Daily Living |
| AR | Activity Recognition |
| ARC | Activity Recognition Chain |
| CRF | Conditional Random Field |
| CNN | Convolutional Neural Network |
| DBF | Deep Belief Network |
| DFT | Discrete Fourier Transform |
| DL | Deep Learning |
| DT | Decision Tree |
| EP | Emerging Patterns |
| FFT | Fast Fourier Transform |
| HAR | Human Activity Recognition |
| HMM | Hidden Markov Model |
| kNN | k-Nearest Neighbors |
| MIL | Multi-Instance Learning |
| ML | Machine Learning |
| NN | Neural Networks |
| PMML | Predictive Model Markup Language |
| PSD | Power Spectral Density |
| SCCRF | Skip-Chain CRF |
| SVM | Support Vector Machine |