Kabushiki Kaisha Toshiba

Kawasaki Steel Corporation

Ns Solutions Corporation

Masaaki Takada

Masami Honda

Yousuke Miura

Kazuaki Kawabata

Takeichiro Nishikawa

Hiroshi Furukawa

Hideki Kohno

Hiromasa Shin

Mitsuru Kakimoto

Yoshiaki Shiga

Satoru Arai

Ryusei Shingaki

Kenichi Orito

Ryuichiro Kai

Hironori Fujisawa

Gen Li

Kousei Kuriwaki

According to an embodiment, an information processing device includes processors. The processors receive input of a plurality of pieces of input data obtained during K time periods. K is an integer equal to or greater than two. The processors estimate K first models. Each of the K first models receives input of input data and outputs output data. Each of the K first models is estimated for each period of the K time periods, using a plurality of pieces of input data obtained during the each period. The processors estimate a second model that indicates a relationship between first time parameters related to times of the K time periods, and the K first models. The processors estimate a first model corresponding to a specified second time parameter, based on the estimated second model.

Information processing device, information processing method, and computer program product for estimating parameter of model for specified time parameter

An information processing apparatus of an embodiment includes one or more hardware processors. The one or more hardware processors receive input of parameter of a model to be estimated by machine learning and input of first input data. The one or more hardware processors train, by using the first input data as training data, the model using a cost function for which a cost is smaller as a change in the parameter is smaller.

Information processing apparatus, information processing method and computer program product

According to an embodiment, an information processing apparatus is configured to set a candidate for a time lag until analysis target data including at least one of a measurement item and a setting item for use in control of a process controller affects an objective variable, and a time-lag number allowed in a regression model; select, as a candidate for an explanatory variable, at least one of the measurement item measured at a time corresponding to the candidate for the time lag and the setting item set at the time; and determine a regularization parameter of the regression model such that a number of the time lag is equal to or less than the time-lag number, based on a regularization path indicating transition of a regression coefficient for the candidate for the explanatory variable, the regression coefficient varying in accordance with a value of the regularization parameter.

Information processing apparatus, information processing system, information processing method, and computer program product

A prediction model generation device has a first storage unit that stores a plurality of explanatory variables, a second storage unit that stores a plurality of objective variables, an input unit that inputs instruction information on classification, a class generation unit that generates a plurality of classes based on the instruction information, and a prediction model calculation unit that calculates a plurality of prediction models corresponding to the plurality of classes. The prediction model calculation unit has a learning data set extraction unit that extracts a learning data set corresponding to each of the plurality of classes from among the plurality of explanatory variables and the plurality of objective variables.

Prediction model generation device, prediction model generation method, and recording medium

A regression analysis apparatus includes a regression model constructor and a similar feature extractor. A regression model constructor is configured to construct a regression model that represents an objective variable with a plurality of explanatory variables that correspond to any one of a plurality of features and with a regression coefficient of the plurality of explanatory variables by performing regression analysis using analysis target data including the plurality of features with one of the plurality of features as the objective variable. A similar feature extractor is configured to calculate a similarity degree between a feature other than a feature that corresponds to the objective variable in the analysis target data and the plurality of explanatory variables, and each of the plurality of explanatory variables, and configured to extract a similar feature having the similarity degree higher than a predetermined value.

Analysis apparatus, analysis method, and non-transitory computer readable medium

An information processing apparatus includes a data acquisition unit that acquires data including a missing value, a missing rate calculation unit that calculates a missing rate indicating a ratio of missing values included in the data, and a covariance matrix estimation unit that estimates a covariance matrix based on the missing rate. According to the information processing apparatus, since the covariance matrix is estimated based on the missing rate, the estimation accuracy of the covariance matrix can be improved.

Apparatus, system, and method of covariance estimation based on data missing rate for information processing

An information processing device includes: a first acquisition unit that acquires authorization omission information being information indicating how many save units among a plurality of save units in which object pieces of an object divided into a division number are stored respectively do not need authorization processing, based on the division number indicating how many object pieces the object is to be divided into and a restoration number being a number of object pieces required to restore the object; and a decision unit that decides a save unit which does not need the authorization processing from among the plurality of save units, based on the authorization omission information acquired by the first acquisition unit.

Information processing device, authorization system, information processing method, and recording medium

A multi-function lance for insertion into a vacuum degassing chamber, includes a top-blown oxygen lance provided as a path for gaseous oxygen. A nozzle is provided at a downstream end of the oxygen path used for blowing oxygen onto a molten metal. A water-cooled jacket surrounds the outer periphery of the top-blown oxygen lance. At least a set of paths for a fluid fuel and a gas for burning the fuel is positioned in a multi-function lance, namely in the water-cooled jacket, and a combustion burner is provided at a downstream end of the path. By using the multi-function lance according to the present invention, not only a safer and shorter preheating operation is enabled, but also oxygen lancing, temperature elevation of molten steel, and heating of the vacuum degassing apparatus itself are smoothly realized.

Multi-function lance for a vacuum degassing chamber and a method of using the same

An expanding apparatus 215 has a body case 216 having a bearing surface 219, and a second connector 227 provided on the body case. When a personal computer is placed on a bearing surface and moved to a connecting position, a first connector 207 provided on a rear surface of the personal computer is releasably connected with the second connector, and a spring-biased fixing member 170 of the expanding apparatus engages an engaging portion 92a of the computer so as to restrict the movement of the computer. An ejector mechanism includes an operating knob 280 and a pair of pushers 242a, 242b provided on both sides of the second connector, for pushing the rear surface of the computer so as to release the connection between the first and second connectors and to eject the computer from the connecting position.

Electronic system with expanding apparatus for expanding function of

A personal computer includes a box-shaped body having a rear surface provided with a first connector. The box-shaped body is mountable on an expanding apparatus having a second connector, in a manner which joins the first and second connectors, to expand the functions of the personal computer. The expanding apparatus includes an ejector mechanism for pushing the box-shaped body away from the expanding apparatus so that the first and second connectors are disconnected. A lock mechanism locks the box-shaped body to the expanding apparatus when the first and second connectors are connected. An interlock mechanism unlocks the lock mechanism when the ejector mechanism is operated. The expanding apparatus includes a grounding mechanism which moves a metal fitting into contact with the box-shaped body when the first and second connectors are connected and moves the metal fitting out of contact with the box-shaped body when the first and second connectors are disconnected.

Electronic apparatus and electronic system with expanding apparatus

A personal computer includes a main body having a stepped portion formed in a front portion of an upper surface of the main body. The stepped portion has a bottom surface lower in level than the upper surface. A keyboard is detachably placed in the stepped portion so that when a display rotatably mounted on the main body is rotated to its closed position, it is clamped between the display and the bottom surface of the stepped portion. The keyboard is arranged in such a manner that when it is removed from the stepped portion it is capable of being used by an operator. The keyboard is connected electrically to the electronic components in the main body and a storage portion is provided in the keyboard and the lid for storing the extensible cord. A circuit board is arranged in the main body to oppose the upper surface and has a holding portion for detachably holding a CPU. The main body has an opening formed in the bottom surface to allow access to the holding portion, and a lid detachably disposed on the bottom surface to close the opening.

Electronic device with keyboard removably mounted over lid providing

An electronic device, such as a personal computer, has a rectangular main body including a bottom wall and a side wall which has an opening. A circuit board is arranged in the main body to oppose the bottom wall within a predetermined distance. The circuit board and the bottom wall define a mounting space therebetween. An expansion board is mounted in the mounting space and detachable through the bottom wall and the side wall. A connector is fixed to and electrically connected to the circuit board and located between the circuit board and the bottom wall. The connector has a connecting portion opposing the opening and allowing connection of the expansion board thereto. The connector also supports the circuit board. A restraining system is provided for restraining movement of the connector with respect to the bottom wall.

Personal computer having an expansion board connector restrained by a

A portable computer has a body which includes a body housing, and a power supply unit provided within the body housing. The power supply unit includes a metal housing having a plurality of openings and an inner surface. A printed circuit board is provided within the metal housing. An insulating sheet formed of a resin is provided within the metal housing. A metal film is provided within the metal housing and located between the inner surface of the metal housing and the insulating sheet, the metal film closing the openings.

Electronic apparatus with power supply unit

A personal computer includes a main body having a stepped portion formed in a front portion of an upper surface of the main body. The stepped portion has a bottom surface lower in level than the upper surface. A keyboard is detachably placed in the stepped portion so that when a display rotatably mounted on the main body is rotated to its closed position, it is clamped between the display and the bottom surface of the stepped portion. A protruding portion protrudes from the bottom surface of the stepped portion and extends through a through hole formed in the keyboard so to restrain the movement of the keyboard when the keyboard is mounted in the stepped portion. The protruding portion has an abutment portion which is brought into contact with the display rotated to the closed position and supports the display. When the display is rotated to the closed position, a hook on the display engages an engagement portion formed in the protruding portion.

Electronic device having detachable keyboard clamped by a rotatable

An expanding apparatus for expanding functions of a personal computer includes a support assembly for supporting a connector of the expanding apparatus to be movable in a predetermined direction between a stand-by position and a pushed-in position for engaging and disengaging a connector of the expanding apparatus from the personal computer. The support assembly includes a support member to which the connector of the expanding apparatus is attached. The support assembly has a plurality of guide holes. A plurality of guide members extend from a main body of the expanding apparatus, in the predetermined direction, through respective guide holes. Each of the guide members has an extended end, with a stopper provided on the extended end for abutting the support member when the support assembly is in the stand-by position. The stopper thus limits the movement of the connector. The extended end of each guide member has a diameter substantially equal to the diameter of the guide holes, and each of the guide members is tapered off toward the main body.

Growing community of inventors

Tokyo, Japan

Masaaki Takada