International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064



Research Paper | Computer Science & Engineering | India | Volume 5 Issue 2, February 2016

An Improved Mining of Biomedical Data from Web Documents Using Clustering

Nikita Gupta, Gunjan Pahuja

Now a days web is the main source of information in every field. Web is also expanding exponentially day by day. To get the relevant information is very time consuming and is not a very easy task. Mainly users go for the various search engines to search any information. But sometimes search engines are not able to give the useful results as most of the web documents are present in unstructured manner. Data mining is extraction of information from large database. Text mining uses the many techniques of data mining. In web, biomedical documents are also increasing at a very fast pace but most of them are unstructured text. These documents can be very helpful in diagnostics, treatment and prevention of any disease. There are we millions of documents on internet about a specific term so to obtain a relevant document is very difficult. The goal of this is to apply text mining techniques to retrieve useful biomedical web documents. Here a more efficient mechanism is proposed which uses the optimised K-means clustering algorithm where it can group the similar documents in one place. This approach will help the user to get all the relevant biomedical documents at one place. On comparing our approach with the original k-means algorithm and found that our algorithm on an average giving 99.06 % F-measure.

Keywords: Data Mining, Biomedical Data, Clustering, K-means

Edition: Volume 5 Issue 2, February 2016

Pages: 1396 - 1400

Share this Article

How to Cite this Article?

Nikita Gupta, Gunjan Pahuja, "An Improved Mining of Biomedical Data from Web Documents Using Clustering", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=NOV161318, Volume 5 Issue 2, February 2016, 1396 - 1400

30 PDF Views | 29 PDF Downloads

Download Article PDF

Similar Articles with Keyword 'Data Mining'

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 473 - 475

Data Mining for Sales Prediction in the Tourism Industry

Pratiksha Jain, N. Partheeban, Rajkumar R.

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1358 - 1366

Quality Prediction of Red Wine based on Different Feature Sets Using Machine Learning Techniques

Nikita Sharma

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2373 - 2376

An Ontology-Based Text Mining Method to Develop D-Matrix

Poonam Jagdale, Devendra P Gadekar

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1422 - 1426

Incremental CFP-Tree Optimization For Efficient Representative Pattern Set Mining

Vivek Satpute, Prof. Digambar Padulkar

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 6, June 2017

Pages: 1711 - 1716

Live Data Stream Classification for Reducing Query Processing Time: Design and Analysis

Spraha Kamriya, Vandana Kate

Share this Article

Similar Articles with Keyword 'Biomedical Data'

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 2, February 2016

Pages: 1396 - 1400

An Improved Mining of Biomedical Data from Web Documents Using Clustering

Nikita Gupta, Gunjan Pahuja

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 1077 - 1083

Data Mining Application in Diabetes Diagnosis using Biomedical Records of Pathological Attribute

Naila, Anuradha Sharma

Share this Article

Research Paper, Computer Science & Engineering, Iraq, Volume 6 Issue 9, September 2017

Pages: 1874 - 1877

Medical Image Encryption Using Modified AES

Woud Majid Abed

Share this Article

Similar Articles with Keyword 'Clustering'

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1598 - 1602

Search Result Optimization using Annotators

Vishal A. Kamble, Amit B. Chougule

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 9, September 2014

Pages: 1373 - 1376

Filtering of Malicious Traffic Based on Optimal Source

Pikkili Mahendra, K. Raghavendra Rao

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2413 - 2417

A Review on Heterogeneous Protocols for Wireless Sensor Network

Amarjit Kaur, Simarjeet Kaur

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 1672 - 1679

An Efficient Cluster-Based Power Saving Scheme for Wireless Sensor Networks

Kasa Suguna

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 2037 - 2039

Traffic Detection Using Tweets on Twitter Social Network

Supriya Bhosale, Sucheta Kokate

Share this Article

Similar Articles with Keyword 'K-means'

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 938 - 943

HCR Using K-Means Clustering Algorithm

Meha Mathur, Anil Saroliya

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 1811 - 1816

Dynamic Heterogeneity-Aware Resource Provisioning in the Cloud

Rajashekhar, Joythi Patil

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2374 - 2376

A Survey of Novel Clustering and Knowledge Extraction from Log

Vasim Dilawar Mujawar, Prof. Pratima Bhati

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 2790 - 2794

Risk Distribution and Validation of Data in Passport Data Analysis Using Cluster Analysis

Sucheta Gulia, Dr. Rajan Vohra

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2528 - 2532

Performance Evaluation of Clustering Algorithms for IP Traffic Recognition

Rupesh Jaiswal, Dr. Shashikant Lokhande, Aashiq Ahmed, Prateek Mahajan

Share this Article



Top