Reduction in the cost of Network Cameras along with a rise connectivity enables entities all around world to deploy vast arrays camera networks. cameras offer real-time visual data that can be used for studying traffic patterns, emergency response, security, and other applications. Although many sources Camera are available, collecting remains difficult due variations programming interface webs...

Depending on the type of information network, network embedding is classified into homogeneous and heterogeneous (HIN) embedding. Compared with HIN composition more complex contains richer semantics. At present, research relatively mature. However, if model directly applied to HIN, it will cause incomplete extraction. It necessary build a specialized for HIN. Learning based meta-path an effecti...

This paper studies the problem of resolving data inconsistency from multiple sources in managing related to power equipment for China’s state grid corporation. proposes automatically align inconsistent devices sources, i.e., same that have entries with different values each source, by HENGE, a HEtetrogeneous Network GEneration model. HENGE builds into heterogeneous graph, and captures complex p...

Wireless sensor networks (WSN) can be used in many fields. In wireless networks, nodes transmit data multi hop mode. The large number of hops required by transmission will lead to unbalanced energy consumption and delay the whole network, which greatly affects invulnerability network. Therefore, an optimal deployment heterogeneous (ODHN) algorithm is proposed enhance networks. combines advantag...