Sentence examples for based on pattern mining from inspiring English sources

If we can extract SWPs from service logs or the respective resource usage logs (based on pattern mining), the associated service quality can be based on usage information using pattern matching and prediction techniques.

The first viable multi-relational mining proposals go back to Inductive Logic Programming (ILP), having techniques based on pattern representation from first order logic [3], with its main representative being the WARMR algorithm [20].

This research proposes a new reliable network design methodology that is based on a pattern mining guided genetic algorithm (GA).

The next method we discuss is based on a pattern mining approach.

While patterns may appear to reflect novel characteristics of a combination of graph and node information, they may be expected based on patterns that could be found using conventional data mining techniques.

It focuses on pattern mining and describes how to derive patterns from experience and analysis.

Meanwhile, past research on pattern mining algorithms mainly focus on mining tasks processing static database such as batch operations.

Note, additionally, that the extensively studied scalability principles based on extensions over pattern mining methods – parallelization, distribution, streaming and error-bounding principles [ 12] – can be easily included in the mining step of BicPAM to guarantee its scalability over harder data settings.

The landscape of methods was quite diverse with approaches based on stochastic learning, pattern mining, genetic programming, DP and so on.

Based on feature mining and pattern classification, this paper presents a steganalysis technique against reversible data hiding by histogram modification of pixel differences scheme (HMPD).

This paper increases the knowledge of bike station classification due to users' mobility patterns based on data mining tools.