Efficiently computing the weighted Jaccard similarity has become an active research topic in machine learning and theory. For sparse data, standard technique is based on consistent weighed sampling (CWS). dense however, methods rejection (RS) can be much more efficient. Nevertheless, existing RS are still slow for practical purposes. In this paper, we propose to improve by a strategy, which cal...

This paper examines attribute dependencies in data that involve grades, such as a grade to which an object is red or a grade to which two objects are similar. We thus extend the classical agenda by allowing graded, or “fuzzy”, attributes instead of Boolean, yes-or-no attributes in case of attribute implications, and allowing approximate match based on degrees of similarity instead of exact matc...

The structure entropy is an important index to illuminate the structure property of the complex network. Most of the existing structure entropies are based on the degree distribution of the complex network. But the structure entropy based on the degree can not illustrate the structure property of the weighted networks. In order to study the structure property of the weighted networks, a new str...

prior to the implementation of co2 injection eor projects, the screening evaluation of candidate reservoirs will promote the economic benefits of co2 injection. currently, a uniform screening method for co2 miscible flooding does not exist. based on more than 112 successfully implemented co2 miscible flooding reservoirs, which was referred in 2010 worldwide eor survey, and co2 miscible flooding...

Many researchers propose link prediction models based on node similarity. Among all models, found that the endpoint influence plays an important role in evaluating similarity between endpoints. For influence, we consider possessing a large and extensive maximum connected subgraph can strongly attract other nodes. After thorough research, coreness describe aggregation degree of neighbors may be ...

A social (sexual) network is modeled by an extension of the configuration model to the situation where edges have weights, e.g., reflecting the number of sex-contacts between the individuals. An epidemic model is defined on the network such that individuals are heterogeneous in terms of how susceptible and infectious they are. The basic reproduction number R(0) is derived and studied for variou...

A fuzzification of the concept of functional dependency based on t-norms is presented. T-norms are equally used in the definition of the similarity relations in the domains and in the fuzziness degree assigned to functional dependencies. A sound and complete logic for this fuzzy functional dependencies is also introduced and, finally, its applicability to redundancy removing is shown.