摘要:
Described is a technology by which an assignment model is computed to distribute labeling tasks among judging entities (judges). The assignment model is optimized by obtaining accuracy-related data of the judges, e.g., by probing the judges with labeling tasks having a gold standard label and evaluating the judges' labels against the gold standard labels, and optimizing for accuracy. Optimization may be based upon on or more other constraints, such as per-judge cost and/or quota.
摘要:
The present invention discloses an application method for an intelligent data terminal. The data terminal comprises a software main program, an auto-installation module, an auto-starting module and an auto-dial-up and networking module, and performs the following operations: the software main program triggers the running of the auto-installation module, and establishes the running conditions of all other modules; then the auto-installation module or the software main program triggers the running of the auto-starting module; and later on, the auto-starting module triggers the running of the auto-dial-up and networking module. The present invention also discloses an intelligent data terminal. The intelligent data terminal has the characteristics of automatically installing a PC-side software and a driver of the data terminal into a computer, automatically starting the PC-side software installed in the computer, and automatically dialling up and networking.
摘要:
A TV function extension assembly is electrically connected with a core circuit of a display apparatus through a gold finger connector. It comprises a function extension module, an external interface, and a memory. The function extension module is connected with the core circuit of the display apparatus through the gold finger connector for mutual communication and data communication. The external interface is connected between the function module and an external device or external network to enable mutual communication and data transmission between the function extension module and the external device or external network. The memory is connected with the function extension module to store data transmitted by the function extension module.
摘要:
Probabilistic gradient boosted machines are described herein. A probabilistic gradient boosted machine can be utilized to learn a function based at least in part upon sets of observations of a target attribute that is common across a plurality of entities and feature vectors that are representative of such entities. The sets of observations are assumed to accord to a distribution function in the exponential family. The learned function is utilized to generate values that are employed parameterize the distribution function, such that sets of observations can be predicted for different entities.
摘要:
Architecture that scales up the non-negative matrix factorization (NMF) technique to a distributed NMF (denoted DNMF) to handle large matrices, for example, on a web scale that can include millions and billions of data points. To analyze web-scale data, DNMF is applied through parallelism on distributed computer clusters, for example, with thousands of machines. In order to maximize the parallelism and data locality, matrices are partitioned in the short dimension. The probabilistic DNMF can employ not only Gaussian and Poisson NMF techniques, but also exponential NMF for modeling web dyadic data (e.g., dwell time of a user on browsed web pages).
摘要:
A method comprises: heating a solution of platinum acetylacetonate, Fe(CO)5, oleic acid, and oleylamine in dichlorobenzene to a reflux temperature, refluxing the solution, and using the solution to deposit FePt nanoparticles. A magnetic storage medium that includes cubic FePt particles is also provided.
摘要:
A communication system, method, computer program product, and apparatus include common equipment shared between multiple independently administered networks. The common equipment is reconfigurable and expandable and provides changed communication capacity and functions when additional elements are added or reconfigured. Configurable features include, for example, communication bandwidth, Quality of Service, and a number of communication satellites included in the communication system. The common equipment includes expandable elements including, for example, a single hub modem chassis that can expand to communicate with more than one communication satellite and a protocol processor that can share a protocol processing task with another protocol processors.