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Both Web caching and pre-fetching is a ubiquitous technique that can increase the speed of Web loading process. As mobile context has limited resources like speed and memory, a better technique for Web loading process is vital. This paper proposes a new technique known as an Intelligent Mobile Web Pre-fetching (IMWeP) that creates pre-fetching in a mobile environment using the Extensible Markup Language...
Fuzzy classifiers and fuzzy rules are powerful tools in data mining and knowledge discovery. In this work, intrusion detection is approached as a data mining task and genetic programming is deployed to evolve fuzzy classifiers for detection of intrusion and security problems. We train the fuzzy classifier on a data set modeled as a fuzzy information retrieval collection and investigate its ability...
In this article, we present a novel algorithm for measuring protein similarity based on their three dimensional structure (protein tertiary structure). The PROSIMA algorithm using suffix tress for discovering common parts of main-chains of all proteins appearing in current NCSB protein data bank (PDB). By identifying these common parts we build a vector model and next use classical information retrieval...
In this article we present a novel method for measuring protein similarity based on their tertiary structure. Our new method deals with suffix trees and classical information retrieval tasks, such as the vector space model, using tf-idf term weighing schema or using various types of similarity measures. Our goal to use the whole PDB database of known proteins, not just some kinds of selections, which...
The requirements imposed on information retrieval systems are increasing steadily. The vast number of documents in today's large databases and especially on World Wide Web causes notable problems when searching for concrete information. It is difficult to find satisfactory information that accurately matches user information needs even if it is present in the database. One of the key elements when...
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