Abstract: A computer-implemented method for controlling a device based on an ensemble model can include receiving sensing information associated with a user's biometric state; inputting first sensing information to a first model, determining a first uncertainty of the first model, and generating a first weight value for weighting a first result value; inputting second sensing information into a second model, determining a second uncertainty of the second model, and generating a second weight value for weighting a second result value; generating a final result value based on combining the first result value weighted by the first weight value and the second result value weighted by the second weight value; generating a predicted biometric state of the user based on the final result value; and executing an operation of the device based on the predicted biometric state.

Abstract: Disclosed is a computer-implemented method for inputting sensing information to an ensemble model to obtain a final result value.

Abstract: Disclosed are an apparatus for detecting wrist steps and a method thereof, which can exactly detect a user wrist step based on a plurality of acceleration signals. The apparatus includes an acceleration sensor, a controller and a display unit. The acceleration sensor detects a plurality of acceleration signals corresponding to a plurality of axis directions. The controller detects a plurality of wrist step feature points corresponding to the plurality of acceleration signals, detects time periods between the plurality of wrist step feature points, selects any one acceleration signal among the plurality of acceleration signals based on a standard deviation of the time periods, and detects wrist steps corresponding to the selected acceleration signal. The display unit displays the wrist steps.

Abstract: A terminal wearable by a user and a control method thereof are provided. The terminal includes: a body configured to wrap at least one region of a wrist and detachably formed; a sensing unit disposed in one surface of the body and configured to sense a movement of at least one of tendons passing through the wrist and the wrist; and a controller configured to generate a control signal for controlling an external device to execute a function previously matched to the sensed movement of the at least one of the tendons and the wrist.

Abstract: Disclosed are an apparatus for detecting wrist steps and a method thereof, which can exactly detect a user wrist step based on a plurality of acceleration signals. The apparatus includes an acceleration sensor, a controller and a display unit. The acceleration sensor detects a plurality of acceleration signals corresponding to a plurality of axis directions. The controller detects a plurality of wrist step feature points corresponding to the plurality of acceleration signals, detects time periods between the plurality of wrist step feature points, selects any one acceleration signal among the plurality of acceleration signals based on a standard deviation of the time periods, and detects wrist steps corresponding to the selected acceleration signal. The display unit displays the wrist steps.

Abstract: There is disclosed a watch type mobile terminal including a display configured to display a first image information, a case of which a front surface the display is coupled to, a strap connected to the case and securely wound around a user's arm, a position sensor configured to sense inclination of the case and variation of a position of the case, and a controller configured to convert a state of the display into an activated state from a deactivated state, when position variation corresponding to a preset activating gesture is sensed by the position sensor, such that the screen of the watch type mobile terminal may be activated without the user's pressing an auxiliary button and that use convenience may be enhanced accordingly.

Abstract: A terminal wearable by a user and a control method thereof are provided. The terminal includes: a body configured to wrap at least one region of a wrist and detachably formed; a sensing unit disposed in one surface of the body and configured to sense a movement of at least one of tendons passing through the wrist and the wrist; and a controller configured to generate a control signal for controlling an external device to execute a function previously matched to the sensed movement of the at least one of the tendons and the wrist.

Abstract: An exercise monitoring apparatus capable of allowing a user to conveniently check a progressed exercise state and capable of properly controlling an exercise amount, by comparing a progressed exercise amount measured based on scheduling information received from an external apparatus and acceleration information of the exercise monitoring apparatus, with a goal exercise amount, and by visually providing a comparison result, a system and an exercise monitoring method thereof.

Abstract: A method for providing an exercise program according to one embodiment of the present invention relates to a method for enabling a terminal to provide an exercise program, including the steps of: obtaining a trainer information list filtered according to one or more determination elements from a trainer information list received from a server and displaying the filtered trainer information list on a display of the terminal; determining at least one trainer from the filtered trainer information list by an input signal inputted into the terminal; and displaying the exercise program associated with the information of the determined trainer on the display of the terminal, the filtered trainer information list obtained by selecting elements associated with one or more determination elements from the trainer information list or by transmitting the information for one or more determination elements and receiving the filtered list transmitted from the server on the basis of one or more determination elements.

Abstract: Disclosed is An exercise guide apparatus comprising: a sensing unit configured to obtain a heart rate of a subject; a strength determining unit configured to determine a maximal oxygen uptake of the subject; an exercise intensity measurement unit configured to determine a current exercise intensity of the subject based on the heart rate obtained by the sensing unit; and an exercise guide unit configured to estimate a fat oxidation rate of the subject, determine whether or not fat oxidation of the subject occurs, generate guide information according to a result of the determination of the occurrence of fat oxidation, and display the guide information generated, wherein the fat oxidation rate is estimated based on a ratio of fat being oxidized at the current exercise intensity to the maximal oxygen uptake, and wherein the occurrence of fat oxidation is determined by checking whether or not the fat oxidation rate estimated is greater than a threshold.

Abstract: Disclosed is An exercise guide apparatus comprising: a sensing unit configured to obtain a heart rate of a subject; a strength determining unit configured to determine a maximal oxygen uptake of the subject; an exercise intensity measurement unit configured to determine a current exercise intensity of the subject based on the heart rate obtained by the sensing unit; and an exercise guide unit configured to estimate a fat oxidation rate of the subject, determine whether or not fat oxidation of the subject occurs, generate guide information according to a result of the determination of the occurrence of fat oxidation, and display the guide information generated, wherein the fat oxidation rate is estimated based on a ratio of fat being oxidized at the current exercise intensity to the maximal oxygen uptake, and wherein the occurrence of fat oxidation is determined by checking whether or not the fat oxidation rate estimated is greater than a threshold.

Abstract: An exercise monitoring apparatus capable of allowing a user to conveniently check a progressed exercise state and capable of properly controlling an exercise amount, by comparing a progressed exercise amount measured based on scheduling information received from an external apparatus and acceleration information of the exercise monitoring apparatus, with a goal exercise amount, and by visually providing a comparison result, a system and an exercise monitoring method thereof.