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IIP J Component, Information Based Learning, Detects magnitude and…
IIP J Component
Algorithm
Families of Algorithms
Hidden Markov Model
Decision Trees
CNN
Naive Bayes
Motion Sensors
Accelerometer
Direction of Weight changes
Gyroscope
According to Angular Momentum
Sensor Signals
Whirling Signals
Acceleration Signals
Title:
Human Activity Recognition Using Deep Learning Models
Human Activities
Jogging
Walking
Running
Ascending or descending from a slope
Resting
Methodology
Deep Learning Models
K-nearest Neighbours
CNN
Naive Bayes
Dataset
Information Based Learning
Error Based Learning
Similarity Based Learning
Probability Based Learning
Detects magnitude and direction of the proper acceleration as a vector quantity.
Maintains orientation along axis, as orientation is unaffected by tilting/rotating the mountain