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公开(公告)号：US11068994B2
公开(公告)日：2021-07-20
申请号：US16374271
申请日：2019-04-03
发明人： Christine Trainor , David Vavrasek
摘要： Techniques for detecting physical conditions at a physical premises from collection of sensor information from plural sensors execute one or more unsupervised learning models to continually analyze the collected sensor information to produce operational states of sensor information, produce sequences of state transitions, detect during the continual analysis of sensor data that one or more of the sequences of state transitions is a drift sequence, correlate determined drift state sequence to a stored determined condition at the premises, and generate an alert based on the determined condition. Various uses are described for these techniques.
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公开(公告)号：US20170091867A1
公开(公告)日：2017-03-30
申请号：US14870326
申请日：2015-09-30
发明人： Christine Trainor , David Vavrasek
摘要： Techniques for detecting physical conditions at a physical premises from collection of sensor information from plural sensors execute one or more unsupervised learning models to continually analyze the collected sensor information to produce operational states of sensor information, produce sequences of state transitions, detect during the continual analysis of sensor data that one or more of the sequences of state transitions is a drift sequence, correlate determined drift state sequence to a stored determined condition at the premises, and generate an alert based on the determined condition. Various uses are described for these techniques.
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公开(公告)号：US11250516B2
公开(公告)日：2022-02-15
申请号：US16739688
申请日：2020-01-10
发明人： David Vavrasek
IPC分类号： G06Q40/00 , G06Q40/08 , H04W4/70 , G06N20/00 , G06Q10/06 , H04L29/06 , G08B13/24 , G06F21/57
摘要： Described are techniques for determining a quotation score that would be applicable across lines of insurance and/or carriers, and which involves the collection in real time of sensor information from plural groups of sensors deployed in a specific premises and associated with intrusion detection, access control, burglar, fire alarm systems and surveillance systems and/or other systems that monitor for physical/chemical/biological conditions. The techniques execute unsupervised learning models to continually analyze the collected sensor information to produce sequences of state transitions that are assign scores and from which a quotation score is produced.
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公开(公告)号：US10810676B2
公开(公告)日：2020-10-20
申请号：US15173795
申请日：2016-06-06
发明人： David Vavrasek
摘要： Techniques for controlling operation of sensors at a physical premises are described. The techniques process received messages corresponding to a prediction of an impending event and produce commands that modify operation of one or more specific sensors at the physical premises, send the commands that modify the operation of the one or more sensor devices at the physical premises at a period of time prior to a likely occurrence of the predicted insurable event, collect sensor information from the plurality of sensor devices deployed at the premises, and store the sensor information in a remote persistent storage system.
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公开(公告)号：US10552914B2
公开(公告)日：2020-02-04
申请号：US15147093
申请日：2016-05-05
发明人： David Vavrasek
摘要： Described are techniques for determining a quotation score that would be applicable across lines of insurance and/or carriers, and which involves the collection in real time of sensor information from plural groups of sensors deployed in a specific premises and associated with intrusion detection, access control, burglar, fire alarm systems and surveillance systems and/or other systems that monitor for physical/chemical/biological conditions. The techniques execute unsupervised learning models to continually analyze the collected sensor information to produce sequences of state transitions that are assign scores and from which a quotation score is produced.
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公开(公告)号：US20170091868A1
公开(公告)日：2017-03-30
申请号：US14870404
申请日：2015-09-30
发明人： Christine Trainor , David Vavrasek
CPC分类号： G06Q40/08 , G06N5/04 , G06N99/005
摘要： Techniques for detecting physical conditions at a physical premises from collection of sensor information from plural sensors execute one or more unsupervised learning models to continually analyze the collected sensor information to produce operational states of sensor information, produce sequences of state transitions, detect during the continual analysis of sensor data that one or more of the sequences of state transitions is a drift sequence, correlate determined drift state sequence to a stored determined condition at the premises, and generate an alert based on the determined condition. Various uses are described for these techniques.
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公开(公告)号：US10425702B2
公开(公告)日：2019-09-24
申请号：US14870493
申请日：2015-09-30
发明人： Christine Trainor , David Vavrasek
摘要： Techniques for detecting physical conditions at a physical premises from collection of sensor information from plural sensors execute one or more unsupervised learning models to continually analyze the collected sensor information to produce operational states of sensor information, produce sequences of state transitions, detect during the continual analysis of sensor data that one or more of the sequences of state transitions is a drift sequence, correlate determined drift state sequence to a stored determined condition at the premises, and generate an alert based on the determined condition. Various uses are described for these techniques.
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8.发明申请公开(公告)号：US20170092108A1
公开(公告)日：2017-03-30
申请号：US14870341
申请日：2015-09-30
发明人： Christine Trainor , David Vavrasek
IPC分类号： G08B23/00
摘要： Techniques for detecting physical conditions at a physical premises from collection of sensor information from plural sensors execute one or more unsupervised learning models to continually analyze the collected sensor information to produce operational states of sensor information, produce sequences of state transitions, detect during the continual analysis of sensor data that one or more of the sequences of state transitions is a drift sequence, correlate determined drift state sequence to a stored determined condition at the premises, and generate an alert based on the determined condition. Various uses are described for these techniques.
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公开(公告)号：US10902524B2
公开(公告)日：2021-01-26
申请号：US14870463
申请日：2015-09-30
发明人： Christine Trainor , David Vavrasek
摘要： Techniques for detecting physical conditions at a physical premises from collection of sensor information from plural sensors execute one or more unsupervised learning models to continually analyze the collected sensor information to produce operational states of sensor information, produce sequences of state transitions, detect during the continual analysis of sensor data that one or more of the sequences of state transitions is a drift sequence, correlate determined drift state sequence to a stored determined condition at the premises, and generate an alert based on the determined condition. Various uses are described for these techniques.
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公开(公告)号：US20190236713A1
公开(公告)日：2019-08-01
申请号：US16374271
申请日：2019-04-03
发明人： Christine Trainor , David Vavrasek
摘要： Techniques for detecting physical conditions at a physical premises from collection of sensor information from plural sensors execute one or more unsupervised learning models to continually analyze the collected sensor information to produce operational states of sensor information, produce sequences of state transitions, detect during the continual analysis of sensor data that one or more of the sequences of state transitions is a drift sequence, correlate determined drift state sequence to a stored determined condition at the premises, and generate an alert based on the determined condition. Various uses are described for these techniques.
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