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1. 发明授权

US08738555B2 Data processing device, data processing method, and program 有权
标题翻译：数据处理装置，数据处理方法和程序
公开(公告)号：US08738555B2
公开(公告)日：2014-05-27
申请号：US13248296
申请日：2011-09-29
申请人： Takashi Hasuo , Kohtaro Sabe , Kenta Kawamoto , Yukiko Yoshiike
发明人： Takashi Hasuo , Kohtaro Sabe , Kenta Kawamoto , Yukiko Yoshiike
IPC分类号： G06F15/18
CPC分类号： G06N3/006 , G06N99/005
摘要： A data processing device includes a state value calculation unit which calculates a state value of which the value increases as much as a state with a high transition probability for each state of the state transition model, an action value calculation unit which calculates an action value, of which the value increases as a transition probability increases for each state of the state transition model and each action that the agent can perform, a target state setting unit which sets a state with great unevenness in the action value among states of the state transition model to a target state that is the target to reach by action performed by the agent, and an action selection unit which selects an action of the agent so as to move toward the target state.
摘要翻译：数据处理装置包括状态值计算单元，其计算与状态转移模型的每个状态的转移概率高的状态一起增加的状态值，动作值计算单元，其计算动作值，其中该值随状态转换模型的每个状态和代理可以执行的每个动作的转移概率增加而增加;目标状态设置单元，其在状态转换模型的状态之间设置动作值中具有很大不均匀性的状态到作为由代理执行的动作达到的目标的目标状态;以及动作选择单元，其选择代理人的动作以朝向目标状态移动。

2. 发明授权

US09104980B2 Information processing device, information processing method, and program 有权
标题翻译：信息处理装置，信息处理方法和程序
公开(公告)号：US09104980B2
公开(公告)日：2015-08-11
申请号：US13429130
申请日：2012-03-23
申请人： Kuniaki Noda , Takashi Hasuo , Kenta Kawamoto , Kohtaro Sabe
发明人： Kuniaki Noda , Takashi Hasuo , Kenta Kawamoto , Kohtaro Sabe
IPC分类号： G06K9/00 , G06N99/00
CPC分类号： G06N99/005
摘要： An information processing device includes a learning unit that performs, using an action performed by an object and an observation value of an image as learning data, learning of a separation learning model that includes a background model that is a model of the background of the image and one or more foreground model(s) that is a model of a foreground of the image, which can move on the background, in which the background model includes a background appearance model indicating the appearance of the background, and at least one among the one or more foreground model(s) includes a transition probability, with which a state corresponding to the position of the foreground on the background is transitioned by an action performed by the object corresponding to the foreground, for each action, and a foreground appearance model indicating the appearance of the foreground.
摘要翻译：信息处理装置包括：学习单元，其使用由对象执行的动作和图像的观察值作为学习数据;学习包括作为图像的背景的模型的背景模型的分离学习模型; 以及一个或多个前景模型，其是可以在背景上移动的图像的前景的模型，其中背景模型包括指示背景的外观的背景外观模型，以及至少一个背景模型一个或多个前景模型包括转移概率，对于每个动作，通过由对应于前景的对象执行的动作来转换对应于背景上的前景的位置的状态，以及前景外观模型指示前景的外观。

3. 发明授权

US08736457B2 Information processing apparatus and method, server apparatus, server apparatus control method, and program 有权
标题翻译：信息处理装置和方法，服务器装置，服务器装置控制方法和程序
公开(公告)号：US08736457B2
公开(公告)日：2014-05-27
申请号：US13487166
申请日：2012-06-02
申请人： Takashi Hasuo , Kohtaro Sabe , Masato Ito , Yoshiyuki Kobayashi
发明人： Takashi Hasuo , Kohtaro Sabe , Masato Ito , Yoshiyuki Kobayashi
IPC分类号： G08B21/00 , G01R21/00 , H02J13/00 , G01R15/14
CPC分类号： H02J13/001 , G01R15/14 , G01R19/2513 , G08B21/0484
摘要： There is provided an information processing apparatus including a current waveform acquisition unit which acquires a current waveform from when a predetermined electric appliance is used, a communication unit which transmits the acquired current waveform of the electric appliance to a server apparatus, and receives control information on a character corresponding to the electric appliance from the server apparatus, and a display control unit which performs control of causing a predetermined display unit to display the character based on the received control information on the character.
摘要翻译：提供了一种信息处理设备，包括：电流波形获取单元，其从使用预定的电器时获取电流波形;通信单元，其将所获取的电器的电流波形发送到服务器设备，并且接收控制信息从服务器装置对应于电器的字符，以及显示控制单元，其执行使预定显示单元基于所接收的关于字符的控制信息来显示字符的控制。

4. 发明授权

US08892376B2 Data processing device, data processing method, and program 有权
标题翻译：数据处理装置，数据处理方法和程序
公开(公告)号：US08892376B2
公开(公告)日：2014-11-18
申请号：US13231591
申请日：2011-09-13
申请人： Kenichi Hidai , Kohtaro Sabe , Takashi Hasuo , Naoki Ide
发明人： Kenichi Hidai , Kohtaro Sabe , Takashi Hasuo , Naoki Ide
IPC分类号： G01R21/06 , G01R22/00 , G01R19/25 , G01R22/10
CPC分类号： G06F17/18 , G01R19/2506 , G01R19/2516 , G01R21/001 , G01R22/10 , G06N7/005
摘要： A data processing device includes: a data obtaining section obtaining time series data on a total value of current consumed by a plurality of electric apparatuses; and a parameter estimating section obtaining a model parameter when states of operation of the plurality of electric apparatuses are modeled by a factorial HMM on a basis of the obtained time series data.
摘要翻译：数据处理装置包括：数据获取部分，获得关于由多个电气设备消耗的电流总值的时间序列数据; 以及参数估计部，其基于所获得的时间序列数据，通过阶乘型HMM对多台电气设备的运转状态进行建模，得到模型参数。

5. 发明申请

US20120313789A1 INFORMATION PROCESSING APPARATUS AND METHOD, SERVER APPARATUS, SERVER APPARATUS CONTROL METHOD, AND PROGRAM 有权
标题翻译：信息处理装置和方法，服务器装置，服务器装置控制方法和程序
公开(公告)号：US20120313789A1
公开(公告)日：2012-12-13
申请号：US13487166
申请日：2012-06-02
申请人： Takashi Hasuo , Kohtaro Sabe , Masato Ito , Yoshiyuki Kobayashi
发明人： Takashi Hasuo , Kohtaro Sabe , Masato Ito , Yoshiyuki Kobayashi
IPC分类号： G08B21/18
CPC分类号： H02J13/001 , G01R15/14 , G01R19/2513 , G08B21/0484
摘要： There is provided an information processing apparatus including a current waveform acquisition unit which acquires a current waveform from when a predetermined electric appliance is used, a communication unit which transmits the acquired current waveform of the electric appliance to a server apparatus, and receives control information on a character corresponding to the electric appliance from the server apparatus, and a display control unit which performs control of causing a predetermined display unit to display the character based on the received control information on the character.
摘要翻译：提供了一种信息处理设备，包括：电流波形获取单元，其从使用预定的电器时获取电流波形;通信单元，其将所获取的电器的电流波形发送到服务器设备，并且接收控制信息从服务器装置对应于电器的字符，以及显示控制单元，其执行使预定显示单元基于所接收的关于字符的控制信息来显示字符的控制。

6. 发明申请

US20120072141A1 DATA PROCESSING DEVICE, DATA PROCESSING METHOD, AND PROGRAM 有权
标题翻译：数据处理设备，数据处理方法和程序
公开(公告)号：US20120072141A1
公开(公告)日：2012-03-22
申请号：US13231591
申请日：2011-09-13
申请人： Kenichi Hidai , Kohtaro Sabe , Takashi Hasuo , Naoki Ide
发明人： Kenichi Hidai , Kohtaro Sabe , Takashi Hasuo , Naoki Ide
IPC分类号： G06F19/00
CPC分类号： G06F17/18 , G01R19/2506 , G01R19/2516 , G01R21/001 , G01R22/10 , G06N7/005
摘要： A data processing device includes: a data obtaining section obtaining time series data on a total value of current consumed by a plurality of electric apparatuses; and a parameter estimating section obtaining a model parameter when states of operation of the plurality of electric apparatuses are modeled by a factorial HMM on a basis of the obtained time series data.
摘要翻译：数据处理装置包括：数据获取部分，获得关于由多个电气设备消耗的电流总值的时间序列数据; 以及参数估计部，其基于所获得的时间序列数据，通过阶乘型HMM对多台电气设备的运转状态进行建模，得到模型参数。

7. 发明授权

US08560467B2 Apparatus, method, and program for predicting user activity state through data processing 有权
标题翻译：用于通过数据处理预测用户活动状态的装置，方法和程序
公开(公告)号：US08560467B2
公开(公告)日：2013-10-15
申请号：US12839321
申请日：2010-07-19
申请人： Masato Ito , Kohtaro Sabe , Hirotaka Suzuki , Jun Yokono , Kazumi Aoyama , Takashi Hasuo
发明人： Masato Ito , Kohtaro Sabe , Hirotaka Suzuki , Jun Yokono , Kazumi Aoyama , Takashi Hasuo
IPC分类号： G06F15/18
CPC分类号： G06K9/00335 , G06K9/00664 , G06K9/00778
摘要： A data processing apparatus includes an obtaining unit for obtaining time-series data, an activity model learning unit for learning an activity model representing a user activity state as a stochastic state transition model from the obtained time-series data, a recognition unit for recognizing a current user activity state by using the learned activity model, and a prediction unit for predicting a user activity state after a predetermined time elapses from a current time from the recognized current user activity state, wherein the prediction unit predicts the user activity state as an occurrence probability, and calculates the occurrence probabilities of the respective states on the basis of the state transition probability of the stochastic state transition model to predict the user activity state, while it is presumed that observation probabilities of the respective states at the respective times of the stochastic state transition model are an equal probability.
摘要翻译：数据处理装置包括：获取单元，用于获取时间序列数据;活动模型学习单元，用于从所获得的时间序列数据中学习表示用户活动状态的活动模型作为随机状态转换模型;识别单元，用于识别通过使用所学习的活动模型的当前用户活动状态，以及预测单元，用于在从所识别的当前用户活动状态起从当前时间经过预定时间之后预测用户活动状态，其中，所述预测单元将所述用户活动状态预测为发生概率，并且基于随机状态转换模型的状态转移概率来计算各个状态的发生概率以预测用户活动状态，同时假设在随机的各个时间的各个状态的观察概率状态转换模型是相等的概率。

8. 发明申请

US20110029465A1 DATA PROCESSING APPARATUS, DATA PROCESSING METHOD, AND PROGRAM 有权
标题翻译：数据处理设备，数据处理方法和程序
公开(公告)号：US20110029465A1
公开(公告)日：2011-02-03
申请号：US12839321
申请日：2010-07-19
申请人： Masato ITO , Kohtaro Sabe , Hirotaka Suzuki , Jun Yokono , Kazumi Aoyama , Takashi Hasuo
发明人： Masato ITO , Kohtaro Sabe , Hirotaka Suzuki , Jun Yokono , Kazumi Aoyama , Takashi Hasuo
IPC分类号： G06F15/18
CPC分类号： G06K9/00335 , G06K9/00664 , G06K9/00778
摘要： A data processing apparatus includes an obtaining unit configured to obtain time-series data from a wearable sensor, an activity model learning unit configured to learn an activity model representing a user activity state as a stochastic state transition model from the obtained time-series data, a recognition unit configured to recognize a current user activity state by using the activity model of the user obtained by the activity model learning unit, and a prediction unit configured to predict a user activity state after a predetermined time elapses from a current time from the current user activity state recognized by the recognition unit.
摘要翻译：数据处理装置包括获取单元，被配置为从可穿戴传感器获取时间序列数据;活动模型学习单元，被配置为从所获得的时间序列数据中学习表示用户活动状态的活动模型作为随机状态转换模型，识别单元，被配置为通过使用由活动模型学习单元获得的用户的活动模型来识别当前用户活动状态;以及预测单元，被配置为在从当前的当前时间经过预定时间之后预测用户活动状态用户活动状态由识别单元识别。

9. 发明申请

US20110288835A1 DATA PROCESSING DEVICE, DATA PROCESSING METHOD AND PROGRAM 审中-公开
标题翻译：数据处理设备，数据处理方法和程序
公开(公告)号：US20110288835A1
公开(公告)日：2011-11-24
申请号：US13106071
申请日：2011-05-12
申请人： Takashi Hasuo , Kenta Kawamoto
发明人： Takashi Hasuo , Kenta Kawamoto
IPC分类号： G06F17/10
CPC分类号： G06K9/6297
摘要： A data processing device includes a parameter estimation unit and a structure adjustment unit. The structure adjustment unit notes each state of an HMM as a noted state, obtains, for the noted state, a value corresponding to an eigen value difference which is a difference between a partial eigen value sum and a total eigen value sum, as a target degree value indicating a degree for selecting the noted state as a division target or a mergence target, selects a state having the target degree value larger than a division threshold value, as a division target, and selects a state having the target degree value smaller than a mergence threshold value, as a mergence target.
摘要翻译：数据处理装置包括参数估计单元和结构调整单元。结构调整单元将HMM的每个状态表示为所述状态，对于所述状态，获得与作为目标的部分特征值和和总本征值和之间的差的特征值差对应的值指示用于将所述状态选择为分割目标或合并目标的程度的度值选择具有大于分割阈值的目标度值的状态作为分割目标，并且选择目标度值小于合并阈值，作为合并目标。

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