slugOptimal Sentence Clustering Using An Innovative Hierarchical Fuzzy Clustering Algorithm
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 3
Abstract
The role of data clustering is inevitable in many text processing activities .Many proceedings are going on in this area since it has wider applications. Sentence clustering is a challenging task when compared with other data clustering , because a sentence is able to represent same ideas in different ways. For E.g. some people see a glass as half empty and some others see half full. Due to this variability fuzzy relational clustering algorithms are more able to produce optimal results in sentence clustering applications, since they allow the data elements to blend in more than one cluster with different cluster membership values. This paper presents a novel hierarchical fuzzy clustering algorithm which is capable of identifying the sub clusters within a cluster using a partitioning method.
Authors and Affiliations
Christy Maria Joy, S. Leela
Advanced Surveillance Robot
In the current context of increased surveillance and security, more sophisticatedly advanced and technologically innovative surveillance systems are needed. The detection or tracking of human in highly restricted areas...
Screening and Isolation of Keratinase Producing Micro Organisms
In present study 35 proteolytic isolates were isolated from various samples containing keratin rich sources from different areas in Kolhapur and Sangli region of Maharashtra state. These isolates were screened for produ...
A Novel Approach for Transaction Management in Heterogeneous Distributed Database Systems
RESTful APIs are widely adopted in designing components that are combined to form web information systems. The use of REST is growing with the inclusion of smart devices and the Internet of Things, within the scope of w...
A Comparative Study Of Digital Image Watermarking With Its Types And Techniques
In this study, we presented a study of digital watermarking with its techniques and types. Image Watermarking is being seen as a forthcoming answer for security. At the present time, there is a wide range of watermarkin...
slugIntelligent Traction System
A new kind of approaches are exhibited to ensure the railway safety and thereby assuring a secured travel. This project mainly performs the detection of faults that occurs due to cracks on tracks, obstacle and explosive...