Sentence Level Clustering using Fuzzy Relational Algorithm

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Clustering Sentence-Level Text Using a Novel Fuzzy Relational Clustering Algorithm

In comparison with hard clustering methods, in which a pattern belongs to a single cluster, fuzzy clustering algorithms allow patterns to belong to all clusters with differing degrees of membership. This is important in domains such as sentence clustering, since a sentence is likely to be related to more than one theme or topic present within a document or set of documents. However, because mos...

متن کامل

Sentence Level Text Clustering using a Hierarchical Fuzzy Relational Clustering Algorithm

Clustering is the process of grouping or aggregating of data items. Sentence clustering mainly used in variety of applications such as classify and categorization of documents, automatic summary generation, organizing the documents, etc. In text processing, sentence clustering plays a vital role this is used in text mining activities. Size of the clusters may change from one cluster to another....

متن کامل

Cell formation using fuzzy relational clustering algorithm

Cellular manufacturing is a useful way to improve overall manufacturing performance. Group technology is used to increase the productivity for manufacturing high quality products and improving the flexibility of manufacturing systems. Cell formation is an important step in group technology. It is used in designing good cellular manufacturing systems. The key step in designing any cellular manuf...

متن کامل

Optimal Sentence Clustering Using An Innovative Hierarchical Fuzzy Clustering Algorithm

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...

متن کامل

Clustering Sentence-Level Text Using a Fuzzy Back- Propagation Clustering Algorithm

In comparison with hard clustering methods, in which a pattern belongs to a unique cluster, clustering algorithms with fuzziness allow patterns with differing degrees of membership to belong to all clusters. This is important in domains such as sentence clustering, as a sentence may belong to more than a topic present within a document or set of documents. Since most sentence similarity measure...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: International Journal of Computer Applications

سال: 2015

ISSN: 0975-8887

DOI: 10.5120/21348-4157