A Dropconnect Deep Computation Model for Highly Heterogeneous Data Feature Learning in Mobile Sensing Networks.
Qingchen ZhangLaurence T. YangZhikui ChenPeng LiPublished in: IEEE Netw. (2018)
Keyphrases
- learned models
- learning models
- prior knowledge
- computational model
- hidden variables
- network structure
- experimental data
- bayesian methods
- highly heterogeneous
- accurate models
- data acquisition
- test data
- data collection
- learning algorithm
- data sources
- input data
- probabilistic model
- data analysis
- learning process
- social networks
- learning scheme
- training data
- statistical methods
- probability distribution
- background knowledge
- missing data
- mobile phone
- connectionist networks
- data sets
- data structure
- data mining
- fully connected
- sensory data
- similarity measure
- reinforcement learning
- mobile learning
- sensor networks
- data points