Abstract: A method is provided. The method includes receiving a first dimension set, extracting a first latent feature set from the first dimension set, training a first base predictor based on the first feature set, generating a second dimension set based on the first dimension set, the second dimension set having fewer dimensions than the first dimension set, extracting a second latent feature set from the second dimension set, training a second base predictor based on the second feature set, and generating a traffic prediction based on the first base predictor and the second base predictor.

Abstract: A detection device includes a frame, a transport mechanism, detection mechanisms, and a grasping mechanism. The transport mechanism includes a feeding line, a first flow line, and a second flow line arranged in parallel on the frame. The detection mechanisms are arranged on the frame and located on two sides of the transport mechanism. The grasping mechanism is arranged on the frame and used to transport workpieces on the feeding line to the detection mechanisms, transport qualified workpieces to the first flow line, and transport unqualified workpieces to the second flow line.

Abstract: A wearable device includes a frame element and a dielectric substrate. The frame element includes a first metal element, a second metal element, and a third metal element. A first gap is provided between the first metal element and the second metal element. A second gap is provided between the second metal element and the third metal element. A third gap is provided between the third metal element and the first metal element. The dielectric substrate is surrounded by the first metal element, the second metal element, and the third metal element. A first antenna element is formed by the first metal element. A second antenna element is formed by the second metal element. A third antenna element is formed by the third metal element.

Abstract: Hybrid use of dual policies is provided to improve a communication system. In a multiple access scenario, when an inactive user equipment (UE) transitions to an active state, it may be become a burden to a radio cell on which it was previously camping. In some embodiments, hybrid load balancing is provided using a hierarchical machine learning paradigm based on reinforcement learning in which an LSTM generates a goal for one policy influencing cell reselection so that another policy influencing handover over active UEs can be assisted. The communication system as influenced by the policies is modeled as a Markov decision process (MDP). The policies controlling the active UEs and inactive UEs are coupled, and measureable system characteristics are improved. In some embodiments, policy actions depend at least in part on energy saving.

Abstract: A terminal connector and wire connecting method thereof are disclosed. The terminal connector includes a metal electric wire terminal, a metal material with the low melting point and an insulated sleeve. One section of the metal electric wire terminal bends to a C-shaped section with a vertical slot where an electric wire is. Another section of the metal electric wire terminal used to connect an outer terminal. The metal material with the low melting point is embedded the vertical slot of the C-shaped section. The insulated sleeve mounted the C-shaped section and the metal material with the low melting point. Providing an application of heat melts the metal material with the low melting point, the C-shaped section, and the electric wire. At the same time, the insulated sleeve shrinks and wrapped the metal electric wire terminal connector and the electric wire. The connection of the connector assembly and the electric wire is complete.

Abstract: A terminal connector and wire connecting method thereof are disclosed. The terminal connector includes a metal electric wire terminal, a metal material with the low melting point and an insulated sleeve. One section of the metal electric wire terminal bends to a C-shaped section with a vertical slot where an electric wire is. Another section of the metal electric wire terminal used to connect an outer terminal. The metal material with the low melting point is embedded the vertical slot of the C-shaped section. The insulated sleeve mounted the C-shaped section and the metal material with the low melting point. Providing an application of heat melts the metal material with the low melting point, the C-shaped section, and the electric wire. At the same time, the insulated sleeve shrinks and wrapped the metal electric wire terminal connector and the electric wire. The connection of the connector assembly and the electric wire is complete.