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149 results about "Random assignment" patented technology

Random assignment or random placement is an experimental technique for assigning human participants or animal subjects to different groups in an experiment (e.g., a treatment group versus a control group) using randomization, such as by a chance procedure (e.g., flipping a coin) or a random number generator. This ensures that each participant or subject has an equal chance of being placed in any group. Random assignment of participants helps to ensure that any differences between and within the groups are not systematic at the outset of the experiment. Thus, any differences between groups recorded at the end of the experiment can be more confidently attributed to the experimental procedures or treatment.

Method for achieving automatic configuration of IPv6 addresses for wireless sensor network

The invention provides a method for achieving the automatic configuration of IPv6 addresses for a wireless sensor network. In the method, the wireless sensor network is provided with four types of nodes including isolated sensor nodes, IPv6 access nodes, cluster head nodes and intra-cluster nodes, wherein one of the IPv6 access nodes and a plurality of the cluster head nodes form a dendritic structure. The wireless sensor network consists of a plurality of clusters, and each cluster comprises one cluster head node and a plurality of intra-cluster nodes. The IPv6 access nodes/cluster head nodes adopt a state-full address configuration scheme for recording address assignment to allocate the IPv6 addresses to the other cluster head nodes; the cluster head nodes adopt the state-full address configuration scheme for recording the address assignment and a state-less address configuration scheme for random assignment to allocate the IPv6 addresses to the intra-cluster nodes in the clusters to which the cluster head nodes belong; and when the cluster head nodes adopt the address configuration scheme for the random assignment to allocate the IPv6 addresses to the intra-cluster nodes in the clusters to which the cluster head nodes belong, repeat addresses of the allocated IPv6 addresses are only detected in the clusters.
Owner:JIANGSU TRIGIANT TECH

Distributed outlier detection method and system based on automatic coding machine

The invention relates to a distributed outlier detection method and system based on an automatic coding machine. The method includes the steps that a training data set and a testing data set are defined; training data of the training data set are distributed to a plurality of calculation units randomly; the calculation units conduct parallel execution, and each calculation unit solves coding and decoding parameters; the coding and decoding parameters of each calculation unit are summarized to obtain a final coding and decoding parameter, and a self-duplication model is built; the self-duplication model is applied to the testing data set, and concurrent computation is conducted on reconstruction errors of all testing data; the testing data are arranged according to a descending order of the reconstruction errors, and the testing data with the reconstruction errors larger than a predetermined threshold value are outliers. According to the method, the total time required for processing and the number of processed samples are independent, and the total time and the number only depend on the required accuracy of parameter solution. The distributed outlier detection method and system based on the automatic coding machine are very suitable for detecting outliers on large-scale data sets on the basis of MapReduce frameworks, and have good flexibility and good expansibility.
Owner:INST OF INFORMATION ENG CAS
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