Abstract: The invention of the present application intends to provide a work machine that can ensure high operability by preventing abrupt actuation of an actuator and a shock to a machine body by use of a bleed-off function at the time of starting of the actuator and that can improve the energy-saving performance by reducing a bleed-off flow rate after the starting of the actuator. For this purpose, a controller opens a bleed-off valve at a timing at which an operation device is being operated and before a flow rate of a hydraulic pump starts increasing, and closes the bleed-off valve at a timing at which the operation device is being operated and after the flow rate of the hydraulic pump has started increasing.

Abstract: A recommended action selection device according to an embodiment includes: a user non-recommended action detection unit that detects that a user is taking a non-recommended action; an execution positive factor collection unit that collects an execution positive factor that is a subjective factor for which the user is taking the non-recommended action; and a recommended action selection unit that selects a subjective factor other than the execution positive factor, acquires a plurality of recommended action possibilities, and selects a recommended action on the basis of a first score indicating how easily each of the plurality of recommended action possibilities is implemented by the user for the subjective factor selected, a second score indicating how familiar the user is with each of the plurality of recommended action possibilities, and a first objective value for an evaluation axis for evaluating the plurality of recommended action possibilities.

Abstract: This leaning vehicle that turns in a leaning posture and has a leaning frame structure made of a material containing fiber-reinforced resin can achieve weight reduction and help reduce changes in ride quality. The vehicle includes a rear structure that leans to the left during a left turn and leans to the right during a right turn with respect to the left-right direction of the vehicle, and is made of a material containing carbon-fiber-reinforced resin, and a leaning frame structure damage notification unit that, when the rear structure receives an impact caused by a fall of the vehicle in the left direction or the right direction, and the impact damages a non-visible part of the rear structure, makes a notification of the damage.

Abstract: In an embodiment of this invention, in a learning phase, a state estimation device acquires activity state data and biometric data at that time from user terminals of a plurality of users, generates a regression formula representing the relationship between the biometric data and the activity state data using a regression analysis method on the basis of these pieces of measurement data, and calculates a difference between the coefficients of the regression formula of all users and each user to generate a coefficient correction regression formula representing a relationship between the difference of the coefficient and an average value of the biometric data.

Abstract: A data analysis apparatus according to the embodiment includes factor data collection means for collecting factor data assumed to affect to-be-predicted data serving as an objective variable; and generation means for calculating a corrected partial differential value of a change in a value of the factor data based on a degree of influence of a factor on the objective variable, which is a characteristic of the change in the value of the factor data, for each type of the factor data collected by the factor data collection means and generating an explanatory variable based on the corrected partial differential value.

Abstract: According to one embodiment of the present invention, food item information on a plurality of food items suitable for snacking classified into a plurality of clusters according to similarity in feature quantities for the shape, taste, and texture is stored. Calories less than the difference between the sum of the calorie consumption by the user during a first period before user-specified desired snacking time and expected calorie consumption during a second period thereafter and the sum of calorie intake during the first period and expected calorie intake during the second period by the user are obtained as ingestible snacking calories, and a food item having calories less than the ingestible snacking calories and belonging to a cluster other than a cluster selected for the previous snacking is selected from the food item information and presented to the user.

Abstract: A display information generation device includes an importance calculation unit (111) and a display information generation unit (112). The importance calculation unit receives at least one user object for at least one user (U), a plurality of speaker objects for a plurality of speakers (S1, S2) having a conversation with the at least one user, and a plurality of annotations with respect to each object generated for the at least one user object and the plurality of speaker objects, and calculates importance of the conversation between the one user and each of the plurality of speakers based on at least one of the plurality of speaker objects or the plurality of annotations. The display information generation unit determines a display form of each of the plurality of annotations generated with respect to the plurality of speaker objects based on the importance of the conversation, and generates display information on the plurality of annotations each having the display form.

Abstract: A monetary risk prediction apparatus according to an embodiment includes: a predictive model recording unit that records a predictive model to predict time-series data showing a future asset amount of a user; and prediction means for receiving evaluation data that is time-series data including an asset amount and a numeric value showing a health condition of the user, inputting the evaluation data to the predictive model recorded on the predictive model recording unit, and outputting the time-series data showing the future asset amount of the user predicted by the predictive model according to the input.

Abstract: A data processing device that makes effective use of a data group containing missing data is provided. A series of learning data containing missing data is acquired, and a representative value of data and a validity ratio representing a proportion of valid data being present are calculated from the series of learning data according to a predefined unit of aggregation. Then, learning of an estimation model is performed so as to minimize an error which is based on a difference between an output resulting from inputting the representative value and the validity ratio to the estimation model, and the representative value. Also, a series of estimation data containing missing data is acquired, and a representative value of data and a validity ratio representing a proportion of valid data being present are calculated from the series of estimation data according to a predefined unit of aggregation.

Abstract: A data processing apparatus according to a first aspect of the present invention includes: a first generation section that generates first input data in which first data related to a first phenomenon and second data related to a second phenomenon that is relevant to the first phenomenon are combined with first auxiliary data that is based on a missing data status in at least one of the first data and the second data; and a learning section that learns a model parameter of a prediction model, based on an error according to the first auxiliary data between output data outputted from the prediction model when the first input data is inputted into the prediction model, and each of the first data and the second data.

Abstract: An object of an aspect of the present invention is to enable estimation of more effective intervention content in order to make a person's health state approximate to an ideal health state, and in a learning phase, measurement values and target values of a health state for a plurality of days in the past are sequentially input to a learning machine configured by a multilayer neural network, and the learning machine is caused to perform learning such that a target achievement expectation value obtained by using a success rate that allows the user's health state to approximate to an ideal health state, continuity that allows the health state approximate to the ideal health state to be maintained, and a target value of the health state to be subsequently recommended and the target achievement expectation value thereof that reflect a temporal change in the health state and a history of interventions until a present time are output.

Abstract: A detector that detects an internal state of a plate-shaped object including a fiber-reinforced resin. The detector includes an exciter that applies, to a surface of the object, ultrasonic vibrations of Lamb waves, in a selected frequency range where only a zero-order fundamental wave symmetric mode and a zero-order fundamental wave asymmetric mode of the Lamb waves appear, a vibration detector that detects the applied ultrasonic vibrations propagating in the object, and an internal state estimation calculator that estimates the internal state of the object, by obtaining a propagation time of the ultrasonic vibrations propagating in the object corresponding to each frequency of the Lamb waves, based on the detection result of the vibration detector, estimating the internal state based on a delay time of the propagation time relative to a reference propagation time of the object for each frequency in the selected frequency range, and outputting the estimated internal state.

Abstract: According to one embodiment of the present invention, sets of medical record data that have a common development order of diseases to be focused on and different times until the diseases develop are selected from medical record data, a feature indicating a health state of a user is extracted from each piece of medical record data constituting the set for each of the sets of the medical record data, the extracted feature is set as training data, a risk score for a co-occurrence or an occurrence of a complication of each of the diseases is calculated based on examination data of a first-year examination and a time until each of the diseases occur, and the risk score is set as correct answer data. At this time, the development risk score is calculated such that a user having a short elapsed time until development has a larger value than a user having a long elapsed time until development.

Abstract: In an embodiment of this invention, in a learning phase, a state estimation device acquires activity state data and biometric data at that time from user terminals of a plurality of users, generates a regression formula representing the relationship between the biometric data and the activity state data using a regression analysis method on the basis of these pieces of measurement data, and calculates a difference between the coefficients of the regression formula of all users and each user to generate a coefficient correction regression formula representing a relationship between the difference of the coefficient and an average value of the biometric data.

Abstract: This leaning vehicle that turns in a leaning posture and has a leaning frame structure made of a material containing fiber-reinforced resin can achieve weight reduction and help reduce changes in ride quality. The vehicle includes a rear structure that leans to the left during a left turn and leans to the right during a right turn with respect to the left-right direction of the vehicle, and is made of a material containing carbon-fiber-reinforced resin, and a leaning frame structure damage notification unit that, when the rear structure receives an impact caused by a fall of the vehicle in the left direction or the right direction, and the impact damages a non-visible part of the rear structure, makes a notification of the damage.

Abstract: An information processing apparatus includes a communication unit configured to perform short distance wireless communication and a power reception unit configured to receive wirelessly transmitted power. The information processing apparatus provides a user interface for prompting a user to designate a function which an external apparatus is to be instructed, via the communication unit, to execute, and controls power reception by the power reception unit based on the function designated through the user interface.

Abstract: An embodiment of this invention is directed to a technique capable of appropriately performing a charging process for recharging in an apparatus which is wirelessly rechargeable during communication. According to the embodiment, a mobile terminal which operates by a rechargeable battery, includes a recharge unit configured to recharge the rechargeable battery by wireless power supply, and can transmit a job to an information processing apparatus by short distance wireless communication is operated as follows. An inquiry message for inquiring of a user whether to recharge the rechargeable battery by wireless power supply, which is subject to a paid system, is displayed at the time of transmission of the job. At this time, transmission of the job by short distance wireless communication and display of the inquiry message are controlled to be performed at different timings.

Abstract: A vehicle seat sliding apparatus includes: a first rail fixed to one of a vehicle floor and a seat and having first vertical wall portions, a first connection wall portion, and flanges; and a second rail fixed to the other one of the vehicle floor and the seat and having second vertical wall portions, a second connection wall portion, outward extending wall portions, and extending wall portions, wherein locking claws are aligned side by side at tip ends of the flanges of the first rail; the second rail is provided with through-holes; the vehicle seat sliding apparatus further includes, a locking member having locking portions, and a biasing member; and the outward extending wall portions are provided with flat portions.

Abstract: Provided is a vehicle seat reclining apparatus comprising: a first bracket, a second bracket, a pole, a cam, a locking urging member, a hinge pin, a fitting hole, a release lever, and a supporting urging member.

Abstract: An embodiment of this invention is directed to a technique capable of appropriately performing a charging process for recharging in an apparatus which is wirelessly rechargeable during communication. According to the embodiment, a mobile terminal which operates by a rechargeable battery, includes a recharge unit configured to recharge the rechargeable battery by wireless power supply, and can transmit a job to an information processing apparatus by short distance wireless communication is operated as follows. An inquiry message for inquiring of a user whether to recharge the rechargeable battery by wireless power supply, which is subject to a paid system, is displayed at the time of transmission of the job. At this time, transmission of the job by short distance wireless communication and display of the inquiry message are controlled to be performed at different timings.