摘要:
A wireless sensor for indicating a physical state within an environment includes a housing defining a hermetically sealed cavity. A structure located within the cavity of the housing has elements providing capacitance, the elements being arranged such that the distance and thereby the capacitance of the structure changes when a physical state of the environment changes. The structure has a resonant frequency based at least in part on the capacitance of the structure when in the presence of a fluctuating electromagnetic field. When the sensor is positioned within an environment and is subjected to a fluctuating electromagnetic field, the resonant frequency indicates the physical state of the environment.
摘要:
Machine learning techniques may be used to train computing devices to understand a variety of documents (e.g., text files, web pages, articles, spreadsheets, etc.). Machine learning techniques may be used to address the issue that computing devices may lack the human intellect used to understand such documents, such as their semantic meaning. Accordingly, a topic model may be trained by sequentially processing documents and/or their features (e.g., document author, geographical location of author, creation date, social network information of author, and/or document metadata). Additionally, as provided herein, the topic model may be used to predict probabilities that words, features, documents, and/or document corpora, for example, are indicative of particular topics.
摘要:
One or more techniques and/or systems are disclosed for predicting propagation of a message on a social network. A predictive model is trained to determine a probability of propagation of information on the social network using both positive and negative information propagation feedback, which may be collected while monitoring the social network over a desired period of time for information propagation. A particular message can be input to the predictive model, which can determine a probability of propagation of the message on the social network, such as how many connections may receive at least a portion of the message and/or a likelihood of at least a portion of the message reaching respective connections in the social network.
摘要:
Managing a portfolio of experts is described where the experts may be for example, automated experts or human experts. In an embodiment a selection engine selects an expert from a portfolio of experts and assigns the expert to a specified task. For example, the selection engine has a Bayesian machine learning system which is iteratively updated each time an experts performance on a task is observed. For example, sparsely active binary task and expert feature vectors are input to the selection engine which maps those feature vectors to a multi-dimensional trait space using a mapping learnt by the machine learning system. In examples, an inner product of the mapped vectors gives an estimate of a probability distribution over expert performance. In an embodiment the experts are automated problem solvers and the task is a hard combinatorial problem such as a constraint satisfaction problem or combinatorial auction.
摘要:
The invention provides a user with substantial flexibility in requesting and generating analysis projects on transaction and/or consumer data that is stored in one or more databases. Exemplary embodiments of the invention provide a method for retailers and other authorized users, such as suppliers, to access and perform sophisticated, highly specialized analysis on transaction and/or consumer data, such as retail sales and consumer data, from a remote location using an internet connected computer. The transaction and/or consumer data that is accessed can be a compilation of retail transaction data (collected from EPOS systems, for example) and/or consumer data (which has been collected from frequent-shopper or loyalty cards used by consumers when they shop, for example). Projects are generated as spreadsheet based interactive reports, which are easy to manipulate for further analysis and presentations. Insights from these projects can lead to better decisions on new product launches, sampling, merchandizing, assortment, distribution, and other sales and marketing priorities. Exemplary projects may be interactive, allowing the user to manipulate and extract information which is specific to the user's particular needs.
摘要:
Scoring a board configuration for a territory board game is often not straightforward and yet there is a desire to determine such scores quickly and accurately. For example, in the game of GO, determining the score at the end of the game involves assessing whether stones on the board are alive or dead which is a difficult judgment. Given a board configuration, the game is played by a scoring system to obtain a terminal board configuration. This is repeated to obtain a plurality of terminal board configurations from which an assessment can be made as to how likely each board position is to be won by a particular player at the end of the game. The scoring system obtains the terminal board configurations by playing random moves or by making a biased sampling of moves. The biased sampling is made using an evaluation function or in any suitable way. In the game of GO, seki positions are quickly and easily identified. An automated game playing system uses the output of the scoring system to assess when to offer to end a game. The output of the scoring system can also be used to provide hints to players during a game.
摘要:
The use of rapid cycle pressure swing adsorption having a cycle time of less than 30 s for increasing the hydrogen concentration in hydrogen-containing steams, from a hydrogen source, such as a stream reforming unit.
摘要:
A method for measuring pressure within a heart includes the steps of: (1) providing a passive wireless pressure sensor having a characteristic impedance and a deflectable surface, the characteristic impedance changing in response to deflection of the deflectable surface; (2) inserting the sensor to a location within the body of a patient at which the sensor can detect pressure within the heart; (3) affixing the sensor relative to the heart; (4) interrogating the sensor with an electromagnetic field; (5) receiving a signal from the sensor corresponding to a sensed pressure; and (6) leaving the sensor in situ so that future pressure measurements can be made.
摘要:
An implant assembly for releasing into a vessel at an implant location includes an intracorporeal device and an anchor. The anchor comprises a pair of resiliently deformable loops operatively associated with the intracorporeal device, both of the loops extending toward the same side of a plane defined by the intracorporeal device. The deformable loops have a relaxed state and a deformed state. When the deformable loops are in a relaxed state, the implant assembly has a major dimension in a direction out of the plane that is greater than the diameter of a vessel at the implant location. The loops are deformable to permit insertion of the implant assembly into the vessel. The tendency of the loops to return to their relaxed state exerts a force on a wall of the vessel that imposes the intracorporeal device against an opposite wall of the vessel.