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Structured prediction using generalized p-block norm regularization
Structured prediction has been successfully applied to problems with strong interdependencies among output variables. In the realm of natural language processing (NLP), various tasks are formulated into structured prediction problems. Exist exact inference methods for sequences and trees. For tasks with general output structures, e.g., the pairwise fully connected undirected graph, the exact inference problem […]
ANALYZING DATA ANALYSIS TASKS UNDER THE DNCC MODEL
Privacy and security, particularly maintaining confidentiality of data, have become a challenging issue with advances in information and communication technology. The ability to communicate and share data has many benefits, and the idea of an omniscient data source carries great value to research and building accurate data analysis models. For credit card companies to build […]
METRIC AND MATHEMEDICAL FOR EVALUATING NAVIGATION EFFECTIVENES
The advent of the Internet has provided an unprecedented platform for people to acquire knowledge and explore information. There are 1.73 billion Internet users worldwide as of September 2009, an increase of 18 percent since 2008 .The fast-growing number of Internet users also presents huge business opportunities to firms. the increasing demands from online customers, […]
Facilitates systematic detection and resolution of XACML policy anomalies
In this paper, we represent an innovative policy anomaly analysis approach for Web access control policies, focusing on XACML (eXtensible Access Control Markup Language) policy.We introduce a policy based segmentation technique to accurately identify policy anomalies and derive effective anomaly resolutions, along with an intuitive visualization representation of analysis results. We also discuss a proof-of-concept […]
Authorization Security model conceived to secure access to Semantic repositories
Most semantic repositories are designed to manage semantic models but do not deal with access rights. As in the case of databases that are traditional, data stored inside a semantic database should be protected. by granting access to authorized users only. Semantic models help in achieving semantic interoperability among sources of data and applications. The […]