Toward Concurrent Identification of Human Activities with a Single Unifying Neural Network Classification: First Step.
Andrew SmithMusa AzeemChrisogonas O. OdhiamboPamela J. WrightHanim E. DiktasSpencer UptonCorby K. MartinBrett FroeligerCynthia F. CorbettHomayoun ValafarPublished in: Sensors (2024)
Keyphrases
- human activities
- neural network
- pattern recognition
- human activity recognition
- activity recognition
- learning vector quantization
- visual surveillance
- artificial neural networks
- support vector machine svm
- human knowledge
- text classification
- image classification
- ubiquitous computing
- neural network model
- machine learning
- sensor data
- human computer interaction
- support vector machine
- training set
- back propagation
- action recognition
- expert systems
- feature space
- support vector
- feature selection
- smart home
- activity analysis
- natural language processing
- learning algorithm
- computer vision
- decision trees
- multi layer perceptron
- training data
- ambient intelligence
- sensor networks
- supervised learning