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“எண்ணிய முடிதல் வேண்டும்,

நல்லவே எண்ணல் வேண்டும்;

திண்ணிய நெஞ்சம் வேண்டும்,

தெளிந்தநல் லறிவு வேண்டும்;”

        - மகாகவி சி. சுப்பிரமணிய பாரதி

“Let my thoughts bloom into action;

Let me think only noble thoughts;

Let me have valiant heart;

Let me have a clear wisdom;"

         - Mahakavi C. Subramania Bharathiar

PROFILE

Dr. S. Vijayarani
Associate Professor
Research Area
  • Data Mining
  • Big Data Analytics
  • Data Streams

0422-2428353

9345282463, 9442130862

ACADEMIC IDENTITY Scopus   ORCID   Google Scholar   Publons   Vidwan / IRINS

Research Area

  • Data Mining
  • Big Data Analytics
  • Data Streams

Courses Teaching

  • Advanced Operating Systems
  • Data Mining Techniques and Tools
  • Big Data Analytics
  • E-Commerce
  • Data Structures and Object-Oriented Concepts
  • Design & Analysis of Algorithms
  • Computer Graphics
  • Information Security
  • Computer Organization & Architecture
  • Web Services

EDUCATION & CAREER

Dr. S. Vijayarani
Associate Professor
Research Area
  • Data Mining
  • Big Data Analytics
  • Data Streams

0422-2428353

9345282463, 9442130862

ACADEMIC IDENTITY Scopus   ORCID   Google Scholar   Publons   Vidwan / IRINS

Education

Ph. D.
Subject : Computer Science
Institution : Mother Teresa Women’s University
Affiliated University : Mother Teresa Women’s University, Kodaikanal
Year of Award : 2013

M.Phil.,
Subject : Computer Science
Institution : Bharathidasan University
Affiliated University : Bharathidasan University
Year of Award : 2004

M.C.A.
Subject: Computer Applications
Institution : Indira Gandhi National Open University
Affiliated University : Indira Gandhi National Open University
Year of Award : 2001

B. Sc.,
Subject: Mathematics
Institution: Annamalai University
Affiliated University: Annamalai University, Chidambaram
Year of Award: 1996

Career

At Bharathiar University (Reverse Order)
Assistant Professor : from 23.1.2008 to Till Date

Past Experience
Computer Programming Assistant : from 31.7.1997 to 22.1.2008 at Government Arts College, Salem – 636007

 

RESEARCH AREAS

Dr. S. Vijayarani
Associate Professor
Research Area
  • Data Mining
  • Big Data Analytics
  • Data Streams

0422-2428353

9345282463, 9442130862

ACADEMIC IDENTITY Scopus   ORCID   Google Scholar   Publons   Vidwan / IRINS

Data Mining

Data Mining is one of the significant research domains in computer science. Increased internet use, smartphones, and social media platforms have generated massive data. To make use of these data effectively, they should be analyzed properly to get meaningful inferences that ultimately help to obtain optimal decision-making. Efficient data mining techniques like classification, clustering, association rule mining, etc. are used for data analysis 

Big Data Analytics

Big Data Analytics is an emerging research area that can analyze huge volumes of data. It uses advanced analytical techniques and is able to handle structured, unstructured, and semi-structured data types. The important characteristics of Big Data are Volume, Variety, Velocity, Value, and Veracity. Various tools and software are used for performing Big Data analytical tasks

Data Streams

Data Streaming refers to the continuous arrival of data, particularly in real-time applications, IoT, and sensor-based applications. This flow of data has to be transmitted effectively to the stream processing software to achieve valuable knowledge. In data streams, data analytics is a challenging task. Optical techniques and algorithms are required to perform the data analytics tasks.
 

PUBLICATIONS

Dr. S. Vijayarani
Associate Professor
Research Area
  • Data Mining
  • Big Data Analytics
  • Data Streams

0422-2428353

9345282463, 9442130862

ACADEMIC IDENTITY Scopus   ORCID   Google Scholar   Publons   Vidwan / IRINS

1.    K-Anonymity Techniques – A Review
S. Vijayarani, Dr. A. Tamilarasi
International Journal of Computer Science and Applications, Issue 1, 170-177 (2010)

2.    An Efficient K-Anonymity Technique
S. Vijayarani, Dr. A. Tamilarasi
International Journal of Data Mining Knowledge Engineering, 2, 117-122 (2010)

3.    Evaluating Clustering Performance for the Protected Data Using Perturbative Masking Techniques in Privacy Preserving Data Mining
S. Vijayarani, Dr. A. Tamilarasi
International Journal of Computer and Network Security, 2, 145-149 (2010)

4.    Bit Transformation Perturbative Masking Technique for Protecting Sensitive Information in Privacy Preserving Data Mining
S. Vijayarani, Dr. A. Tamilarasi
International Journal of Database Management Systems, 2, 107-114 (2010)

5.    Data Transformation Technique for Protecting Private Information in Privacy Preserving Data Mining
S. Vijayarani, Dr. A. Tamilarasi
Advanced Computing: An International Journal, 1, 1-9 (2010)

6.    A New Technique for Protecting Sensitive Data and Evaluating Clustering Performance
S. Vijayarani, Dr. A. Tamilarasi, N. Murugesh
International Journal of Information Technology Convergence and Services, 1, 7-18 (2011)

 
7.    Tabu Search Based Association Rule Hiding
S. Vijayarani, Dr. A. Tamilarasi, R. Seetha Lakshmi
International Journal of Computer Applications, 19, 12-18 (2011)

8.    Comparative Analysis of Masking Techniques in Privacy Preserving Data Mining
S. Vijayarani, Dr. A. Tamilarasi, N. Murugesh
International Journal of Computer Science and Applications, 2, 51-55 (2011)

9.    Confidential Numeric Data Protection in Privacy Preserving Data Mining
S. Vijayarani, Dr. A. Tamilarasi
International Journal Computational Intelligence and Informatics, 1, 115-121 (2011)

10.    An Efficient Clustering Algorithm for Outlier Detection
S. Vijayarani, S. Nithya
International Journal of Computer Applications, 32, 22-27 (2011)

11.    Sensitive Outlier Protection in Privacy Preserving Data Mining
S. Vijayarani, S. Nithya
International Journal of Computer Applications, 33, 19-27 (2011)

12.    An Efficient Algorithm for Classification Rule Hiding
S. Vijayarani, M. Divya
International Journal of Computer Applications, 33, 39-45 (2011)

13.    Association Rule Hiding Using Artificial Bee Colony Algorithm
S. Vijayarani, M. Sathiya Prabha
International Journal of Computer Applications, 33, 41-47 (2011)

14.    Protecting Sensitive Association Rules in Privacy Preserving Data Mining Using Genetic Algorithms
S. Narmadha, S. Vijayarani
International Journal of Computer Applications, 33, 37-43 (2011)
 
15.    An Efficient Algorithm for Generating Classification Rules
S. Vijayarani, M. Divya
International Journal of Computer Science and Technology, 2, 512-515 (2011)

16.    A Study of Heart Disease Prediction in Data Mining
S. Vijayarani, S. Sudha
International Journal of Computer Science and Information Technology & Security, 2, 1041-1045 (2012)

17.    A Survey on Frequent Pattern Mining Over Data Streams
S. Vijayarani, P. Sathya
International Journal of Computer Science and Information Technology & Security, 2, 1046-1050 (2012)

18.    Disease Prediction in Data Mining Technique – A Survey
S. Vijayarani, S. Sudha
International Journal of Computer Applications & Information Technology, 2, 17-21 (2013)

19.    An Effective Classification Rule Technique for Heart Disease Prediction
S. Vijayarani, S. Sudha
International Journal of Engineering Associates, 1, 81-85 (2013)

20.    Comparative Analysis of Skin Segmentation Methods in Image Mining
S. Vijayarani, M. Vinupriya
International Journal of Computational Intelligence and Informatics, 2, 241- 247 (2013)

21.    Comparative Analysis of Classification Function Techniques for Heart Disease Prediction
S. Vijayarani, S. Sudha
International Journal of Innovative Research in Computer and Communication Engineering, 1, 735 – 741 (2013)

 
22.    An Efficient Algorithm for Mining Frequent Items in Data Streams
S. Vijayarani, P. Sathya
International Journal of Innovative Research in Computer and Communication Engineering, 1, 742 – 747 (2013)

23.    Comparative Analysis of Bayes and Lazy Classification Algorithms
S. Vijayarani, M. Muthulakshmi
International Journal of Advanced Research in Computer and Communication Engineering, 2, 3118 – 3124 (2013)

24.    An Efficient Technique for Privacy Preserving Decision Tree Learning
S. Vijayarani, M. Sangeetha
Indian Journal of Applied Research, 3, 127-130 (2013)

25.    An Efficient Clustering Algorithm for Outlier Detection in Data Streams
S. Vijayarani, P. Jothi
International Journal of Advanced Research in Computer and Communication Engineering, 2, 3657 – 3665 (2013)

26.    Evaluating the Efficiency of Rules Technique for File Classification
S. Vijayarani, M. Muthulakshmi
International Journal of Research in Engineering and Technology, 2, 38-42 (2013)

27.    An Efficient Edge Detection Algorithm for Facial Images in Image Mining
S. Vijayarani, M. Vinupriya
International Journal of Engineering Sciences and Research Technology, 2, 2880-2884 (2013)

 
28.    Comparative Analysis of Clustering Algorithms for Outlier Detection in Data Streams
S. Vijayarani P. Jothi
International Journal of Engineering Sciences and Research Technology, 2, 2885-2893 (2013)

29.    Performance Analysis of Canny and Sobel Edge Detection Algorithms in Image Mining
S. Vijayarani, M. Vinupriya
International Journal of Innovative Research in Computer and Communication Engineering, 1, 1760-1767 (2013)

30.    Detecting Outliers in Data Streams Using Clustering Algorithms
S. Vijayarani P. Jothi
International Journal of Innovative Research in Computer and Communication Engineering, 1, 1749-1759 (2013)

31.    Comparative Study on Classification Meta Algorithms
S. Vijayarani, M. Muthulakshmi
International Journal of Innovative Research in Computer and Communication Engineering, 1, 1768-1774 (2013)

32.    A New Approach for Outlier Detection in Data Streams
S. Vijayarani, P. Jothi
International Journal of Engineering Sciences and Research Technology, 2, 3128-3133 (2013)

33.    Performance    Evaluation    of    Classification    Tree    Algorithms    for    File Categorization
S. Vijayarani, M. Muthulakshmi
IFRSA's International Journal of Computing, 4, 430-435 (2014)
 
34.    An Efficient Algorithm for Sequence Generation in Data Mining
S. Vijayarani, S. Deepa
International Journal of Cybernetics and Informatics, 3, 21-30 (2014)

35.    A Novel Privacy Preserving Approach for Decision Tree Learning
S. Vijayarani, M. Sangeetha
Indian Journal of Applied Research, 4, 136-139 (2014)

36.    Naïve Bayes Classification for Predicting Diseases in Haemoglobin Protein Sequences
S. Vijayarani, S. Deepa
International Journal of Computational Intelligence and Informatics, 3, 278- 283 (2014)

37.    Partitioning Clustering Algorithms for Data Stream Outlier Detection
S. Vijayarani, P. Jothi
International Journal of Innovative Research in Computer and Comm. Engineering, 2, 3975-3981 (2014)

38.    Hierarchical and Partitioning Clustering Algorithms for Detecting Outliers in Data Streams
S. Vijayarani, P. Jothi
International Journal of Advanced Research in Computer and Comm. Engineering, 3, 6204-6207 (2014)

39.    Protein Sequence Classification in Data Mining – A Study
S. Vijayarani, S. Deepa
International Journal of Information Technology Modelling and Computing, 2, 1-8 (2014)

40.    Facial Image Classification and Searching – A Survey
S. Vijayarani, M. Vinupriya
International Journal of Information Technology Modelling and Computing, 2, 19-27 (2014)

 
41.    Priority Based Automatic Traffic Control Mechanism
S. Vijayarani, M. Janakiram
Journal of Advancement in Engineering and Technology, 1, 1-5 (2014)

42.    Association Rule Generation in Data Streams Using Apriori Algorithms
S. Vijayarani, R. Prasanna Lakshmi
International Journal of Engineering Research and Management, 1, 169-174 (2014)

43.    Design and Development of Novel Methods for Searching Sequences
S. Vijayarani, S. Deepa
Journal of Applied Information Science, 2, 29-36 (2014)

44.    Multimedia Mining Research – An Overview
S. Vijayarani, A. Sakila
International Journal of Computer Graphics & Animation, 5, 69-77 (2015)

45.    Preprocessing Techniques for Text Mining – An Overview
S. Vijayarani, J. Ilamathi, N. Nithya
International Journal of Computer Science and Communication Networks, 5, 7- 16 (2015)

46.    Intrusion Detection System – A Study
S. Vijayarani, S. Maria Sylviaa
International Journal of Security, Privacy and Trust Management, 4, 31-44 (2015)

47.    Comparative Analysis of Association Rule Generation Algorithms in Data Streams
S. Vijayarani R. Prasannalakshmi
International Journal on Cybernetics and Informatics, 4, 1-11 (2015)

48.    Comparative Analysis of Facial Image Feature Extraction Algorithms
S. Vijayarani S. Priyadharsini
Journal of Multidisciplinary Engineering Science and Technology, 2, 107-112, (2015)

 
49.    Comparative Analysis of Pre-processing and Edge Detection Techniques for Facial Image Expressions
S. Vijayarani, S. Priyatharsini
International Journal of Graphics & Image Processing, 5, 19-29 (2015)

50.    Facial Feature Extraction Based on FPD and GLCM Algorithms
S. Vijayarani, S. Priyatharsini
International Journal of Innovative Research in Computer and Communication Engineering, 3, 1514-1521 (2015)

51.    New Search Techniques for Automatic Information Classification
S. Vijayarani, N. Nithya
International Journal for Research in Applied Science & Engineering Technology, 3, 895-901 (2015)

52.    Liver Disease Prediction Using SVM and Naïve Bayes Algorithms
S. Vijayarani, S. Dhayanand
International Journal of Science, Engineering and Technology Research, 4, 816-820 (2015)

53.    Bayes and Tree Classifiers for File Classification
S. Vijayarani, J. Ilamathi
International Journal for Scientific Research & Development, 3, 1409-1412 (2015)

54.    Frequent Items Mining in Data Streams
S. Vijayarani, R. Prasanna Lakshmi
International Journal for Research in Applied Science & Engineering Technology, 3, 358-366 (2015)

55.    Kidney Disease Prediction Using SVM and ANN Algorithms
S. Vijayarani, S. Dhayanand
International Journal of Computing and Business Research, 6, (2015)
 
56.    Efficient Machine Learning Classifiers for Automatic Information Classification
S. Vijayarani, N. Nithya
International Journal of Modern Trends in Engineering and Research, 2, 685- 693 (2015)

57.    Research Issues in Web Mining
S. Vijayarani, E. Suganya
International Journal of Computer Aided Technologies, 2, 55-64 (2015)

58.    Performance Comparison of OCR Tools
S. Vijayarani, A. Sakila
International Journal of UbiComp, 6, 19-30 (2015)

59.    Data Mining Classification Algorithms for Kidney Disease Prediction
S. Vijayarani, S. Dhayanand
International Journal on Cybernetics and Informatics, 4, 13-25 (2015)

60.    An Efficient Clustering Algorithm for Predicting Diseases from Hemogram Blood Test Samples
S. Vijayarani, S. Sudha
Indian Journal of Science and Technology, 8, 1-8 (2015)

61.    Research in Cloud Computing – An Overview
S. Vijayarani, S. Sharmila
International Journal of Distributed and Cloud Computing, 3, 1-11 (2015)

62.    Association Rule Generation in Data Streams Using FP-Growth and Apriori MR Algorithms
S. Vijayarani, R. Prasanna Lakshmi
International Journal of Innovative Research in Computer and Communication Engineering, 3, 8949-8956 (2015)

63.    An Efficient Algorithm for Facial Image Classification
S. Vijayarani, M. Vinupriya
International Journal of Signal Processing, Image Processing and Pattern Recognition, 8, 121-134 (2015)
 
64.    Template Matching Technique for Searching Words in Document Images
S. Vijayarani, A. Sakila
International Journal on Cybernetics & Informatics, 4, 25-35 (2015)

65.    A Novel Algorithm for Predicting Valuable Items in Data Streams
S. Vijayarani, P. Sathya
Journal of Applied Information Science, 3, 17-23 (2015)

66.    Text Mining: Open-Source Tokenization Tools: An Analysis
S. Vijayarani, R. Janani
Advanced Computational Intelligence: An International Journal, 3, 37-47 (2016)

67.    Comparative Analysis of Dimensionality Reduction Techniques
S. Vijayarani, S. Maria Sylviaa
International Journal of Innovative Research in Computer and Communication Engineering, 4, 23-29 (2016)

68.    Genetic Algorithm Based Confidential Data Protection in Privacy Preserving Data Mining
S. Vijayarani, M. Janakiram
International Journal of Advanced Research in Computer and Communication Engineering, 5, 158-164 (2016)

69.    Dimensionality Reduction – A Study
S. Vijayarani, S. Maria Sylviaa
International Journal of Engineering Applied Sciences and Technology, 1, 163- 170 (2016)

70.    Text Mining Research – A Survey
S. Vijayarani, R. Janani
International Journal of Innovative Research in Computer and Comm. Engineering, 4, 6564-6571 (2016)
 
71.    A Performance Comparison of Edge Detection Techniques for Printed and Handwritten Document Images
S. Vijayarani, A. Sakila
International Journal of Innovative Research in Computer and Communication Engineering, 4, 8327- 8337 (2016)

72.    A Survey on Word Spotting Techniques for Document Image Retrieval
S. Vijayarani, A. Sakila
International Journal of Engineering Applied Sciences and Technology, 1, 38- 42 (2016)

73.    Utility Mining Algorithms – A Comparative Study
S. Vijayarani, C. Sivamathi
Journal of Applied Information Science, 4, 37-44 (2016)

74.    Keyword Extraction from Desktop Using Text Mining Techniques
S. Vijayarani, R. Janani, Saranya
International Journal of Engineering Applied Sciences and Technology, 1, 163- 168 (2016)

75.    Particle Swarm Optimization Algorithm for Facial Image Expression Classification
S. Vijayarani, S. Priyatharsini
International Journal of Signal Processing, Image Processing and Pattern Recognition, 9, 11-24 (2016)

76.    Research in Big Data – An Overview
S. Vijayarani, S. Sharmila
Informatics Engineering, an International Journal, 4, 1-20 (2016)

77.    An Enhanced HUI Miner Algorithm to Retrieve Optimum Number of High Utility Itemsets
S. Vijayarani, C. Sivamathi, N. Suhashini
International Journal for Scientific Research & Development, 4, 74-78 (2016)


78.    Survey On Prediction of Lung and Breast Cancer Diseases Using Data Mining Techniques
S. Vijayarani, P. Tamilarasi
International Journal for Scientific Research & Development, 4, 392-397 (2016)

79.    Web Crawling Algorithms – A Comparative Study
S. Vijayarani, E. Suganya
International Journal for Science and Advance Research in Technology, 2, 351- 357 (2016)

80.    Ontology Based Information Extraction - A Survey
S. Vijayarani, K. Geethanjali
International Journal of Modern Computer Science, 4, 86-91 (2016)

81.    Pattern Matching Algorithms for Retrieving Information from Web Documents
S. Vijayarani R. Janani
International Journal of Informative and Futuristic Research, 4, 5343-5351 (2016)

82.    Image Compression Techniques – An Overview
S. Vijayarani, V. Nivetha
International Journal of Modern Computer Science, 4, 96-101 (2016)

83.    Open-Source File Renamer Tools – An Analysis
S. Vijayarani R. Janani
International Journal for Science and Advance Research in Technology, 2, 365- 368 (2016)

84.    Ranking Of Web Documents Using Multimodal Cross Reference Re-Ranking
S. Vijayarani, E. Suganya
International Research Journal of Engineering and Technology, 3, 1364-1368 (2016)

 
85.    Text Extraction from Tamil and Hindi Document Images Using Open-Source Optical Character Recognition Tools
S. Vijayarani, A. Sakila
International Journal for Science and Advance Research in Technology, 2, 1-7 (2016)

86.    An Efficient Text Pattern Matching Algorithm for Retrieving Information from Desktop
S. Vijayarani, R. Janani
Indian Journal of Science and Technology, 9, 1-11 (2016)

87.    Document Image Compression Using Hybrid Compression Technique
S. Vijayarani, A. Sakila
International Journal of Engineering Science and Computing, 6, 3441-3445 (2016)

88.    A Hybrid Clustering Algorithm for Outlier Detection in Data Streams
S. Vijayarani, P. Jothi
International Journal of Grid and Distributed Computing, 9, 385-396 (2016)

89.    An Efficient Algorithm for Document Clustering in Information Retrieval
S. Vijayarani, R. Janani
International Journal for Research in Applied Science & Engineering Technology, 4, 65-71 (2016)

90.    An Improved Bisecting K-Means Algorithm for Text Document Clustering
S. Vijayarani, R. Janani
International Journal of Knowledge Based Computer Systems, 4, 32-37 (2016)

91.    Impact Of the Usage of Dimensionality Reduction Techniques in Medical Datasets: An Analysis
S. Vijayarani, S. Maria Sylviaa
Mathematical Sciences International Research Journal, 5, 277-282 (2016)
 
92.    Image Enhancement Using Morphological Operations
S. Vijayarani, A. Sakila
International Journal of Scientific Research in Science, Engineering and Technology, 3, 685-698 (2017)

93.    Frequent Itemset Mining and Association Rule Generation Using Enhanced Apriori and Enhanced Eclat Algorithms
S. Vijayarani, S. Sharmila
International Journal of Innovative Research in Computer and Communication Engineering, 5, 6793-6804 (2017)

94.    An Enhanced Algorithm for Retrieving High Utility- Frequent Item Sets with Negative Utility Values
C. Sivamathi, S. Vijayarani
Indian Journal of Science and Technology, 10, 1-5 (2017)

95.    An Efficient String-Matching Technique for Desktop Search to Detect Duplicate Files
S. Vijayarani, M. Muthulakshmi
International Journal of Information Technology and Computer Science, 9, 69- 76 (2017)

96.    Data Stream Mining – A Survey
S. Vijayarani, R. Kalaivani
International Journal of Innovative Research in Computer and Communication Engineering, 5, 7461-7470 (2017)

97.    Association Rule Mining Using Enhanced FP-Growth and H-Mine Algorithms
S. Vijayarani S. Sharmila
International    Journal    of    Electrical,    Electronics    &    Computer    Science Engineering, 4, 110-114 (2017)

98.    Utility Mining: An Enhanced-UP Growth Algorithm for Finding Maximal High Utility Itemsets
S. Vijayarani C. Sivamathi
International    Journal    of    Electrical,    Electronics    &    Computer    Science Engineering, 4, 126-130 (2017)

 
99.    Skew Detection and Correction in the Document Image
S. Vijayarani, A. Sakila
International Journal of Innovative Research in Science, Engineering and Technology, 6, 17457-17465 (2017)

100.    Web Page Classification in Web Mining Research – A Survey
S. Vijayarani, E. Suganya
International Journal of Innovative Research in Science, Engineering and Technology, 6, 17472-17479 (2017)

101.    Web Page Noise Removal – A Survey
S. Vijayarani, K. Geethanjali
International Journal of Scientific Research in Science and Technology, 3, 172-181 (2017)

102.    A Hybrid Image Binarization Technique for Enhancement of Degraded Document Images
S. Vijayarani, M. Geetha
International Journal of Engineering Research in Computer Science and Engineering, 4, 13-19 (2017)

103.    Optical Character Recognition - A Review
S. Vijayarani, M. Geetha
International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 2, 942-947 (2017)

104.    Recent Trends in Utility Mining: A Survey
S. Vijayarani, C. Sivamathi, V. Jeevika Tharani
International Journal of Research in Information Technology, 5, 1-8 (2017)
 
105.    A Hybrid Approach for Improving Text Document Clustering
S. Vijayarani, R. Janani
International Journal of Engineering Research in Computer Science and Engineering, 4,108-114 (2017)

106.    Web Log Files in Web Usage Mining Research – A Review
S. Vijayarani, E. Suganya, M. Prakathambal
International Journal of Engineering Research in Computer Science and Engineering, 5, 29-35 (2018)

107.    Text Document Clustering Using Artificial Bee Colony with Bisecting K-Means Algorithm
S. Vijayarani, R. Janani
International Journal of Advanced Research in Computer Science, 9, 619-623 (2018)

108.    A Survey on Document Image Analysis
S. Vijayarani, A. Sakila, M. Deepa
International Journal for Research in Applied Science & Engineering Technology, 6, 1544-1548 (2018)

109.    Comparative Analysis of On-Shelf Utility Mining Algorithm
S. Vijayarani, C. Sivamathi, V. Jeevika Tharini
International Journal of Scientific Research in Science and Technology, 4, 1678-1684 (2018)

110.    Content Based Text Information Search and Retrieval in Document Images for Digital Library
S. Vijayarani, A. Sakila
Journal of Digital Information Management, 16, 136-151 (2018)

111.    RHUIET: Discovery of Rare High Utility Item Sets Using Enumeration Tree
S. Vijayarani, C. Sivamathi
International    Journal    for    Research    in    Engineering    Application    & Management, 4, 402-407 (2018)
 
112.    Association Rule Hiding in Privacy Preserving Data Mining
S. Vijayarani, A. Tamilarasi
International Journal of Information Security and Privacy, 12, 141-163 (2018)

113.    Process Mining - A Comprehensive Review
S. Vijayarani, A. Sakila, Ramya
International Journal of Computer Sciences and Engineering, 6, 1108 - 1113 (2018)

114.    Comparative Analysis of High Average Utility Itemsets
S. Vijayarani, C. Sivamathi
International Journal of Advanced Technology and Engineering Exploration, 5, 276-280 (2018)

115.    Comparative Analysis of Frequent Closed Item Set Mining
S. Sharmila, Dr. S. Vijayarani
International Journal for Research in Engineering Application & Management, 4, 235-240 (2018)

116.    Natural Language Processing: An Analysis of Open Source Named Entity Recognition Tools
R. Janani, S. Vijayarani
Journal of Emerging Technologies and Innovative Research, 6, 566-575 (2019)

117.    Web Log Analysis Using Association Rule Mining Algorithms
E. Suganya, S. Vijayarani, V.Eswari
Journal of Emerging Technologies and Innovative Research, 6, 333-342, (2019)

118.    Association Rule Hiding Approaches – A Survey
S. Sharmila, S. Vijayarani
Journal of Emerging Technologies and Innovative Research, 6, 440-446 (2019)

119.    Frequent Utility Sequence Pattern Mining using PTree+
C. Sivamathi, S. Vijayarani
Journal of Emerging Technologies and Innovative Research, 6, 427-433 (2019)
 
120.    Multi-Level Utility Mining: Retrieval of High Utility item sets in A Transaction Database
C. Sivamathi, S Vijayarani
Computers and Electrical Engineering, 76, 268-282 (2019)

121.    Information Retrieval from Web Documents Using Pattern Matching Algorithms
R. Janani, S. Vijayarani
International Journal for Research in Engineering Application & Management, 4, 815-819 (2019)

122.    Utility Association Rule Mining – A Comprehensive Study
C. Sivamathi, S. Vijayarani
International Journal of Computer Sciences and Engineering, 7, 206-210, (2019)

123.    Web Crawlers for Web Content Extraction
E. Suganya, S. Vijayarani
International Journal of Computer Sciences and Engineering, 7, 238-247 (2019)

124.    A Survey on Facial Recognition
A.    Sakila, S. Vijayarani
International Journal of Computer Sciences and Engineering, 7, 313-319 (2019)

125.    Text Document Clustering Using Spectral Clustering Particle Swarm Optimization
R. Janani, S. Vijayarani
Expert Systems with Applications, 134, 192-200 (2019)

126.    Association Rule Hiding Using Grey Wolf Optimization Algorithm
S. Sharmila, S. Vijayarani
International Journal of Engineering and Advanced Technology, 8, 50-53 (2019)

 
127.    Business Intelligence for Evaluating the Intangible Benefits of On-Shelf High Utility Itemset from the Temporal Transaction Database
S. Vijayarani, V. Jeevika Tharini
International Journal of Engineering and Advanced Technology, 8, 1428- 1435 (2019)

128.    Artificial Bee Colony Algorithm for Feature Selection and Improved Support Vector Machine for Text Classification
S. Vijayarani, R. Janani
Information Discovery and Delivery, 47, 154-170 (2019)

129.    Comparative Analysis of Fuzzy Association Mining Algorithms
S. Vijayarani, S. Sharmila
International Journal of Scientific and Technology Research, 8, 991-995 (2019)

130.    Web Page Noise Removal Using Firefly Optimization Algorithm
E. Suganya, S. Vijayarani
International Journal of Scientific and Technology Research, 9, 4220-4229 (2020)

131.        An Utility Based Approach for Business Intelligence to Discover Beneficial Itemsets with Or without Negative Profit In Retail Business Industry
C. Sivamathi, S. Vijayarani
International Journal of Business Intelligence and Data Mining, 16, 361-280 (2020)

132.    A Comprehensive Review on Handwriting Character Recognition
S. Vijayarani, A. Sakila, Revathi
International Journal of Computer Science Engineering, 9, 124-129 (2020)

133.    Content Based Web Search and Information Extraction from Heterogeneous Websites Using Ontology
E. Suganya, S. Vijayarani
International Journal of Scientific & Technology Research, 9, 7100-7108 (2020)

 
134.    Efficient Blurring and De-Blurring Techniques for Secure the Document Images
S. Vijayarani, A. Sakila, Revathi
International Journal of Scientific & Technology, 9, 6499-6506 (2020)

135.    Mathematical Symbol Extraction from Document Images - A Comprehensive Review
A. Sakila, S. Vijayarani
International Journal of Scientific & Technology, 9, 648-651 (2020)

136.    A Comprehensive Analysis of Crime Analysis Using Data Mining Techniques
S. Vijayarani, E. Suganya, Navya
International Journal of Computer Science Engineering, 9, 114-123 (2020)

137.    Automatic Text Classification Using Machine Learning and Optimization Algorithms
R. Janani, S. Vijayarani
Soft Computing, A Fusion of Foundations, Methodologies and Applications, 24, (2020)

138.    Association Rule Mining Using Fuzzy Logic and Whale Optimization
S. Sharmila, S. Vijayarani
Soft Computing, A Fusion of Foundations, Methodologies and Applications, 24, (2020)

139.    Skin Disease Prediction Using Neural Network Algorithm
S. Vijayaranu, E. Suganya
International Journal of Computer Science Engineering, 9, 397-418 (2020)

140.    Predicting Stock Market Using Machine Learning Algorithms
S. Vijayarani, E. Suganya, T. Jeevitha
International Research Journal of Modernization in Engineering Technology and Science, 2, 1054-1062

National Publications - Reverse Chronological Order

Patent Info

Conference Info

1.    Research Challenges in Big Data Analytics
C. Sivamathi, S. Vijayarani
Advances in Business Information Systems and Analytics IGI Global, 48-64, 2016, ISBN: 978-15225029-4-4

2.    Promoting Business Activities Using Utility Mining Techniques
C. Sivamathi, S. Vijayarani
Handbook of Research on Promoting Business Process Improvement Through Inventory Control Techniques
IGI Global, 520-533, 2018
ISBN13: 9781522532323| ISBN10: 1522532323| EISBN13: 9781522532330

3.    Big Data Analytics in Social-Media: An Overview
R. Janani, S. Vijayarani
Machine Learning Techniques for Improved Business Analytics IGI Global, 107-124, 2018
ISBN13: 9781522535348| ISBN10: 1522535349| EISBN13: 9781522535355

4.   Iot    In    Healthcare:    Ecosystem,    Pillars,    Design    Challenges,    Applications, Vulnerabilities, Privacy, and Security Concerns
V. Jeevika Tharini, S. Vijayarani
Advances In Medical Technologies and Clinical Practice IGI Global, 1-22, 2019
ISBN: 9781799810902 (h/c) | ISBN 9781799810919 (eISBN) 978-981-10-6698-

5. Data Mining Algorithms for Disaster Data Analysis
S. Vijayarani. S. Dhayanand
LAP LAMBERT Academic Publishing, (2015), ISBN: 978-3-659-48904-4, ISBN: 978-981-10-6529-3 (eBook). ISSN 2196-8845, ISSN 2196-8853 (electronic)

 

Database Related Info

 

TEACHING

Dr. S. Vijayarani
Associate Professor
Research Area
  • Data Mining
  • Big Data Analytics
  • Data Streams

0422-2428353

9345282463, 9442130862

ACADEMIC IDENTITY Scopus   ORCID   Google Scholar   Publons   Vidwan / IRINS

PROJECTS

Dr. S. Vijayarani
Associate Professor
Research Area
  • Data Mining
  • Big Data Analytics
  • Data Streams

0422-2428353

9345282463, 9442130862

ACADEMIC IDENTITY Scopus   ORCID   Google Scholar   Publons   Vidwan / IRINS

Funded Projects (National Level)
 
1. An Efficient Technique for Privacy Preserving Data Mining Principal Investigator
University Grants Commission 2010 – 2012
Rs. 1.62 Lakhs
https://www.b-u.ac.in/Home/UGCProjects

 

Consultancy Projects
Ongoing Consultancy Project Informations
Completed Consultancy Project Informations

 

RESEARCH GUIDANCE

Dr. S. Vijayarani
Associate Professor
Research Area
  • Data Mining
  • Big Data Analytics
  • Data Streams

0422-2428353

9345282463, 9442130862

ACADEMIC IDENTITY Scopus   ORCID   Google Scholar   Publons   Vidwan / IRINS

Ongoing

Title

Name

Completed

Title

Name

 

Ongoing

Sample Data.

Completed

Sample Data.

 

Ongoing

Sample Data.

Completed

Sample Data.

 

Ongoing

Sample Data.

Completed

Sample Data.

INSTITUTIONAL RESPONSIBILITIES

Dr. S. Vijayarani
Associate Professor
Research Area
  • Data Mining
  • Big Data Analytics
  • Data Streams

0422-2428353

9345282463, 9442130862

ACADEMIC IDENTITY Scopus   ORCID   Google Scholar   Publons   Vidwan / IRINS

ADMINISTRATIVE (BHARATHIAR UNIVERSITY)

{Posting Name}
Period : {from Date - to Date}
Nature of Responsibility: *****************

{Posting Name}
Period : {from Date - to Date}
Nature of Responsibility: *****************

ALUMINI REFLECTIONS

Dr. S. Vijayarani
Associate Professor
Research Area
  • Data Mining
  • Big Data Analytics
  • Data Streams

0422-2428353

9345282463, 9442130862

ACADEMIC IDENTITY Scopus   ORCID   Google Scholar   Publons   Vidwan / IRINS

Awards

 

Membership

 

 

AWARDS & MEMBERSHIPS

Dr. S. Vijayarani
Associate Professor
Research Area
  • Data Mining
  • Big Data Analytics
  • Data Streams

0422-2428353

9345282463, 9442130862

ACADEMIC IDENTITY Scopus   ORCID   Google Scholar   Publons   Vidwan / IRINS

Awards

 

Membership

 

 

VISITS / COLLABORATIONS / OTHERS

Dr. S. Vijayarani
Associate Professor
Research Area
  • Data Mining
  • Big Data Analytics
  • Data Streams

0422-2428353

9345282463, 9442130862

ACADEMIC IDENTITY Scopus   ORCID   Google Scholar   Publons   Vidwan / IRINS

Visits

 

Collaborators

 

Others