Annamalai University

Faculty Member Details

Staff Id : 02363
	Name	: Dr. P. ARUNA
	Designation	: PROFESSOR
	Department	: COMPUTER SCIENCE & ENGG.
	Qualification	: B.E.,M.Tech.,Ph.D.,
	Specialization	: Neural Network, Image Processing, Medical image analysis, Image Compression and Software Engineering
	Date of Birth	: 01-05-1968
	Date of Joining	: 02-12-1991

Address for Communication

Present Address	Contact Number	E-Mail Address
No. 15, Saradharam Nagar, Ammapet, Chidambaram - 608 402.	9443612644	arunapuvi@yahoo.co.in

Academic Details

Research Guidance
Discipline	Awarded	Guidance
M.Phil./M.E./M.Sc.	-	-
Ph.D.	11	3

Conference /Seminar / Symposia / Workshop
	Conference		Seminar	Symposia	Workshop
	National	International
Attended	5	1	-	-	8
Conducted	-	-	-	-	1

Research Projects
	Major Projects	Minor Projects	Total Amount (Rs.)
Completed	-	-	-
Ongoing	-	-	-

Experience

Teaching and Research Experience	Industry Experience
32 Years	-

Publications

Journals		Conference		Books Published	Popular Article
National	International	National	International	Books Published	Popular Article
7	89	25	35	9	1

List of Publications - National

S. Anu H Nair, P.Aruna, "Genetic Algorithm-Based Bacterial Foraging Optimization Watermarking Model for Fingerprint and Palmprint Multimodal Biometric System.", The IUP Journal of Computer Sciences, Volume 11, Number 1, 2015, pp. 41-48. 2015.

C.Bhuvaneswari, P.Aruna and D.Loganathan , "Lung disease classification using shape based feature extraction technique.", The IUP Journal of Computer Sciences, Volume 8, Number 2, 2014, pp. 41-48. 2014.

Pauline .M, Aruna .P and Shadaksharappa .B, "Fuzzy-Based Approach Using Enhanced Function Point to Evaluate the Performance of Software Project.", The IUP Journal of Computer Sciences, Volume 6, Number 2, 2012, pp. 20-33. 2012.

R.Priya, P.Aruna, "Comparison of Gaussian Matched Filter,Kirsch Template and Canny edge Detection Schemes for Detection of Blood vessels in Retinal Images.", The IUP Journal of science and Technology, Volume 7, Number 4, 2011, pp. 31-45. 2011.

N.Puviarasan, P.Aruna and S.Palanivel, "Hidden Markov Model for Speech Recognition.", ACCST, Volume 5, Number 4, Oct 2007, pp. 45-53. 2007.

P. Aruna, N. Puviarasan, B. Palaniappan, and R. Shanmugam, "Decision support system for medical diagnosis using radial basis functions network.", Annamalai University Journal of Engineering and Technology, Volume 1, Number 2, 2005, pp. 25-29. 2005.

P. Aruna, N. Puviarasan and B. Palaniappan, "Neuro-fuzzy Model for diagnosis of psychosomatic disorders.", Journal of the Annamalai University - Engineering, Volume 3, Number 2, 2004, pp. 79-87. 2004.

List of Publications - International

N.Nanthini, N.Puviarasan, P.Aruna, "An Efficient Velocity Estimation Approach for Face Liveness Detection using Sparse Optical Flow Technique.", Indian Journal of Science and Technology, Volume 14, Number 25, Jul 2021, pp. 2128-2136. 2021 (Web of Science).

M. Mahasree, N. Puviarasan, P. Aruna, "Improved Reversible Data Hiding in Medical images using Interpolation and Threshold based Embedding Strategy.", International Journal of Emerging Trends in Engineering Research (Scopus), Volume 8, Number 7, Jul 2020, pp. 3495-3501. 2020.

M. Mahasree, N. Puviarasan, P. Aruna, "High Capacity Reversible Data Hiding Scheme with Interpolation and Threshold-based Bit Allocation Technique.", Journal Of Mechanics Of Continua And Mathematical Sciences (Web of Science), Volume 15, Number 7, Jul 2020, pp. 704-717. 2020.

M. Mahasree, N. Puviarasan, P. Aruna, "Pixel Value Ordering Based Reversible Data Hiding with Novel MPBS Strategy.", International Journal of Engineering and Advanced Technology, Volume 9, Number 3, Feb 2020, pp. 1518-1524. 2020.

M. Sinthuja, N. Puviarasan and P. Aruna, "Geo Map Visualization for Frequent Purchaser in Online Shopping Database Using an Algorithm LP-Growth for Mining Closed Frequent Itemsets.", Procedia computer science (Elsevier), Volume 132, Number 1, 2018, pp. 1512-1522. 2018.

M.Sinthuja , N. Puviarasan , P.Aruna, "Research of Improved FP-Growth (IFP) Algorithm in Association Rules Mining.", International Journal of Engineering Science Invention, Volume 2, Number Special Issue, 2018, pp. 24-31. 2018.

M.Vadivukarassi ,N.Puviarasan , P.Aruna3, "Performance Analysis of Sentimental Data Using Machine Learning Algorithms.", International Journal of Engineering Science Invention, Volume 2, Number Special Issue, 2018, pp. 64-73. 2018.

D.J. Ashpin Pabi, P. Aruna, and N. Puviarasan, "Color Image Compression based on Feature Extraction.", Advances in Intelligent Systems and Computing (Springer), Volume 6, Number 14, 2018, pp. 375-385. 10.1007/978-3-319-60618-7-37.

M.Vadivukarassi, N. Puviarasan, P. Aruna, "Geo-tagging of tweet based image retrieval using spectral clustering algorithm.", International Journal of Research in Advent Technology, Volume 6, Number 4, Apr 2018, pp. 343-348. 2018.

M.Vadivukarassi, N. Puviarasan, P. Aruna, "An exploration of airline sentimental tweets with different classification model.", International Journal for research in Engineering Application & Management(IJREAM), Volume 4, Number 2, May 2018, pp. 72-77. 2018.

M.Vadivukarassi, N. Puviarasan, P. Aruna, "A framework of keyword based image retrieval using proposed HOG-SIFT feature extraction method from Twitter dataset.", Procedia Computer Science (Elsevier), Volume 132, Number 1, 2018, pp. 1422-1431. 2018.

M. Sinthuja, N. Puviarasan and P. Aruna, "Improved FP-Growth Algorithm Based on Top Down Approach in Mining Frequent Itemsets.", International Journal for research in Engineering Application & Management(IJREAM), Volume 4, Number 2, 2018, pp. 618-623. 2018.

M. Sinthuja, N. Puviarasan and P. Aruna, "Proposed Improved FP-Growth Algorithm with Multiple Minimum Support Threshold Value (MISIFP-Growth) For Mining Frequent Itemset.", International Journal of Research in Advent Technology, Volume 6, Number 5, 2018, pp. 471-476. 2018.

M. Sinthuja, N. Puviarasan and P. Aruna, "Latest Survey on Frequent Pattern Mining.", International Journal for Science and Advance Research In Technology, Volume 4, Number 6, 2018, pp. 824-828. 2018.

M.Vadivukarassi, N. Puviarasan, P. Aruna, "Tweet categorization and image retrieval using proposed feature extraction method with subspace clustering algorithms.", International Journal of ChemTech Research, Volume 11, Number 8, 2018, pp. 325-346. 2018.

M.Vadivukarassi ,N.Puviarasan , P.Aruna, "Retrieval of Photos From Twitter Database Using Clustering Algorithms.", International Journal of Research in Advent Technology, Volume 1, Number 1, Oct 2018, pp. 289-295. 2018.

M.Sinthuja, N. Puviarasan, P. Aruna, "Comparison of Candidate Itemset Generation and Non Candidate Itemset Generation Algorithms in Mining Frequent Patterns.", International Journal on Recent and Innovation Trends in Computing and Communication, Volume 5, Number 3, Mar 2017, pp. 192-197. 2017.

M. Sinthuja, N. Puviarasan and P. Aruna, "Evaluating the Performance of Association Rule Mining Algorithms.", World Applied Sciences Journal , Volume 35, Number 1, 2017, pp. 43-53. 2017.

M. Vadivukarassi, N. Puviarasan, P. Aruna, "Sentimental Analysis of Tweets Using Naive Bayes Algorithm.", World Applied Sciences Journal , Volume 35, Number 1, 2017, pp. 54-59. 2017.

M.Vadivukarassi, N. Nanthini, N. Puviarasan, P. Aruna, "Clustering of Images from Social Media Websites using Combination of Histogram and SIFT Features.", International Journal on Recent and Innovation Trends in Computing and Communication , Volume 5, Number 2, Mar 2017, pp. 148-153. 2017.

D. J. Ashpin Pabi, N. Puviarasan, P. Aruna, "An Adaptive Lossy Image Compression using Singular Value Decomposition and Wavelet Difference Reduction.", International Journal of Advanced Research in Computer and Communication Engineering, Volume 6, Number 2, Feb 2017, pp. 196-202. 2017.

M.Mahasree, D.J.Ashpin Pabi, P.Aruna, N.Puviarasan, "Adoption of Global Structure Transformation in lossy image compression based on Curvelet and Cosine transforms.", International Journal of Innovative Research in Computer and Communication Engineering, Volume 5, Number 3, Mar 2017, pp. 4038-4051. 2017.

N.Nanthini, M.Vadivukarassi, N.Puviarasan, P.Aruna, "Analysis of Clustering Techniques for Retrieval of Images using Proposed Feature Extraction Method.", International Journal of Innovative Research in Computer and Communication Engineering, Volume 5, Number 3, Mar 2017, pp. 4063-4070. 2017.

M.Sindhuja, N. Puviarasan, P. Aruna, "Comparative Analysis of Association Rule MiningAlgorithms in Mining Frequent Patterns.", International Journal of Advanced Research in Computer Science, Volume 8, Number 5, Jun 2017, pp. 1839-1846. 2017.

D. J. Ashpin Pabi, N. Puviarasan, P. Aruna, "Fast Singular value decomposition based image compression using butterfly particle swarm optimization technique .", International Journal of Computer and Engineering in Research Trends, Volume 4, Number 4, Apr 2017, pp. 128-135. 2017.

M. Vadivukarassi, N. Puviarasan, P. Aruna, "Identification of Opinion Words and Polarity of Reviews in Tweets using Aspect Based Opinion Mining.", International Journal of Scientific Research in Computer Science, Engineering and Information Technology, Volume 2, Number 5, Sep 2017, pp. 282-289. 2017.

B. Ashok, S. Anu. H. Nair, N. Puviarasan, P. Aruna, "Robust Diagnosing Technique for Cervical Cancer Using Random Forest Classifier.", International Journal of Advanced Research in Computer Science and Software Engineering, Volume 6, Number 11, Nov 2016, pp. 153-159. 2016.

B.Ashok, P.Aruna, "Comparison of Feature selection methods for diagnosis of cervical cancer using SVM classifier.", Int. Journal of Engineering Research and Applications, Volume 6, Number 1, Jan 2016, pp. 94-99. 2016.

R. Nagarajan, P.Aruna, "Construction of Keyword Extraction using Statistical Approaches and Document Clustering by Agglomerative method.", Int. Journal of Engineering Research and Applications, Volume 6, Number 1, Jan 2016, pp. 73-78. 2016.

D.J. Ashpin Pabi, P.Aruna, "CWS Compression: Cascading of Wavelet difference Reduction and Singular Value Decomposition.", International Journal of Computer Applications, Volume 138, Number 6, Mar 2016, pp. 1-5. 2016.

R. Nagarajan, P.Aruna, S.Anusaya, "Construction of Suffix Tree using Key phrases for document clustering.", International Journal of Applied Engineering Research, Volume 3, Number 4, 2016, pp. 434-442. 2016.

M.Vadivukarassi, P.Aruna, N.Puviarasan, "Real time visualization of tweets from twitter stream analysis using Python.", International Journal of Applied Engineering Research (Scopus Indexed), Volume 2, Number 4, 2016, pp. 490-500. 2016.

D.J.Ashpin Pabi, M.Mahashree, N.Puviarasan, P.Aruna, "Image Compression based on DCT and BPSO for MRI and Standard Images.", International Journal of Engineering Research and Applications, Volume 6, Number 10, Oct 2016, pp. 24-31. 2016.

M. Vadivukarassi, P. Aruna and N. Puviarasan, "Real Time Prediction of Twitter users location on Google map using Python.", Australian Journal of Basic and Applied Sciences, Volume 10, Number 12, 2016, pp. 91-97. 2016.

R. Nagarajan, S. Anu H Nair, P. Aruna, N. Puviarasan , "Keyword Extraction using Graph Based Approach .", International Journal of Advanced Research in Computer Science and Software Engineering , Volume 6, Number 10, Oct 2016, pp. 25-29. 2016.

R. Nagarajan, S. Anu H Nair , P. Aruna , N. Puviarasan, "Keyword Mining and Co-Word Construction by Proposed Tagging, Statistical and Graph Based (TSG) Algorithm.", International Journal of Innovative Research in Computer and Communication Engineering, Volume 4, Number 11, Nov 2016, pp. 19024-19031. 2016.

R. Nagarajan, S. Anu H Nair, N. Puviarasan, P.Aruna, "DOCUMENT CLUSTERING USING AGGLOMERATIVE HIERARCHICAL CLUSTERING APPROACH (AHDC) AND PROPOSED TSG KEYWORD EXTRACTION METHOD.", International Journal of Research in Engineering and Technology, Volume 5, Number 11, Nov 2016, pp. 118-124. 2016.

B.Ashok, S.Anu.H.Nair, N.Puviarasan, P.Aruna, "Diagnosis of Cervical Cancer using Global and Local Shape Features.", International Journal of Innovative Research in Computer and Communication Engineering, Volume 4, Number 11, Nov 2016, pp. 19709-19718. 2016.

D. J. Ashpin Pabi, P. Aruna and N.Puviarasan, "Tri-mode dual level 3-D image compression over medical MRI images.", International Journal of Advanced Computer Research, Volume 7, Number 28, Dec 2016, pp. 8-14. 2016.

M.Sinthuja, P.Aruna, N.Puviarasan, "EXPERIMENTAL EVALUATION OF APRIORI AND EQUIVALENCE CLASS CLUSTERING AND BOTTOM UP LATTICE TRAVERSAL (ECLAT) ALGORITHMS.", Pakistan Journal of Biotechnology, Volume 13, Number II, Dec 2016, pp. 77-82. 2016.

S. Anu H Nair, P.Aruna, "Analysis of Image Fusion Techniques for fingerprint Palmprint Multimodal Biometric System.", International Journal of Engineering Research and Applications, Volume 5, Number 1, 2015, pp. 77-83. 2015.

R. Nagarajan and P.Aruna, "Construction of Document Clusters using keyword Extraction and XOR Similarity Matrix.", International Journal of Applied Engineering Research, Volume 10, Number 75, 2015, pp. 53-58. 2015.

B.Ashok and P.Aruna, "Analysis of Image Segmentation Methods for Detection of Cervical Cancer.", International Journal of Applied Engineering Research, Volume 10, Number 75, 2015, pp. 81-85. 2015.

S. Anu H Nair, P.Aruna, "Comparison of DCT, SVD and BFOA based multimodal biometric watermarking systems.", Alexandria Engineering Journal (Elsevier), Volume 54, Number 4, Aug 2015, pp. 1161-1174. 2015.

S. Anu H Nair, P.Aruna, "Multimodal Biometric Systems Using Multiscale Transform Based Fusion.", Advances in Natural and Applied Sciences, Volume 9, Number 6, 2015, pp. 531-538. 2015.

N.Puviarasan, R.Bhavani, P.Aruna, M.Sindhiya, "Content Based Image Retrieval using Perceptual hashing.", Advances in Natural and Applied Sciences, Volume 9, Number 6, 2015, pp. 282-287. 2015.

B.Ashok, P.Aruna, "Prognosis of Cervical Cancer using k-Nearest Neighbor Classification.", International Journal of Applied Engineering Research, Volume 10, Number 9, 2015, pp. 6676-6680. 2015.

D.J. Ashpin Pabi, P.Aruna, "A New Image Compression Algorithm to Compress Color Images Based on SVD and DCT Techniques.", International Journal of Applied Engineering Research , Volume 10, Number 17, 2015, pp. 13115-13119. 2015.

S.Anu H Nair, P.Aruna, K.Sakthivel, "Sparse Representation Fusion of Fingerprint, Iris and Palmprint Biometric Features.", International Journal of Advanced Computer Research (IJACR), Volume 4, Number 1, Mar 2014, pp. 46-53. 2014.

C.Bhuvaneswari, P.Aruna and D.Loganathan, "Performance evaluation of feature extraction and feature selection for classification of lung diseases.", Journal of Theoretical and Applied Information Technology , Volume 61, Number 2, Mar 2014, pp. 389-394. 2014.

C.Bhuvaneswari, P.Aruna and D.Loganathan, "Classification of Lung Diseases by Image Processing Techniques Using Computed Tomography Images.", International Journal of Advanced Computer Research, Volume 4, Number 1, Mar 2014, pp. 87-93. 2014.

C.Bhuvaneswari, P.Aruna and D.Loganathan , "A new fusion model for classification of the lung diseases using genetic algorithm.", Egyptian Informatics Journal , Volume 15, Number 2, Jul 2014, pp. 66-77. 2014.

C.Bhuvaneswari, P.Aruna and D.Loganathan , "A novel shape based feature extraction technique for diagnosis of lung diseases using evolutionary approach.", ICTACT journal on soft computing – special issue on soft computing in system analysis, Decision and control, Volume 4, Number 4, Jul 2014, pp. 804-810. 2014.

R.Priya, P. Aruna, "Automated Diagnosis Of Age-Related Macular Degeneration Using Machine Learning Techniques.", International Journal of Computer Applications in Technology, Inderscience, Volume 49, Number 2, Apr 2014, pp. 157-165. 2014.

S. Anu H Nair, P.Aruna, "PSO Watermarking Model for Multimodal Biometric System.", International Journal of Computer Applications (IJCA), Volume 100, Number 16, Aug 2014, pp. 23-29. 2014.

R. Nagarajan and P. Aruna, "Document Clustering using Co-word Analysis and Formation of Keyword against Document Matrix.", Journal of Theoretical and Applied Information Technology, Volume 65, Number 3, 2014, pp. 832-836. 2014.

D.Venkatasekhar, P.Aruna,V.Dhivya , "A Novel Method For Fractal Image Compression Using Polynomial Hybrid Wavelet And Particle Swarm Optimization.", Journal of Theoritical And Applied Information Technology , Volume 63, Number 3, May 2014, pp. 709-717. 2014.

S.Anu H Nair, P.Aruna, "Image Fusion Techniques For Iris And Palmprint Biometric System.", Journal of Theoretical and Applied Information Technology , Volume 61, Number 3, Mar 2014, pp. 476-485. 2014.

R.Priya, P.Aruna and R.Surya, "Image Analysis Technique for Detecting Diabetic Retinopathy.", International Journal of Computer Applications, Volume 1, Number 1, Feb 2013, pp. 34-38. 2013.

Pauline.M, Aruna.P and Shadaksharappa.B, "Fuzzy based Analysis of Software Effort and Cost Estimation using Intermediate Cocomo and Cocomo II.", International Journal of Digitech, Volume 7, Number 2, 2013, pp. 1-6. 2013.

Pauline.M, Aruna.P and Shadaksharappa.B, "Layered Model to Estimate Effort, Performance and Cost of the Software Projects.", International Journal of Computer Applications, Volume 63, Number 13, 2013, pp. 17-23. 2013.

Pauline.M, Aruna.P, Shadaksharappa.B, "An Enhanced Model To Estimate Effort, Performance and Cost of the Software Project.", ICTACT Journal on Soft Computing (ICTACT), , Volume 3, Number 3, Apr 2013, pp. 524-533. 2013.

Pauline.M, Aruna.P, Shadaksharappa.B, "Comparison of available methods to estimate effort, performance and cost with the proposed method.", International journal of engineering inventions (IJEI), , Volume 2, Number 9, May 2013, pp. 55-68. 2013.

M. Karthikeyan, P. Aruna, "Probability based Document Clustering and Image Clustering Using Content Based Image Retrieval.", Applied Soft Computing (ASOC), Elsevier Publications, Volume 13, Number 2, 2013, pp. 959-966. 2013.

R.Priya, P.Aruna and D.Thenmozhi, "Comparison of Computational Intelligent Technique for Detecting Age-Related Macular Degeneration.", International Journal of Computer Applications, Volume 1, Number 1, Feb 2013, pp. 30-33. 2013.

R.Priya, P.Aruna, "A new Eyenet model for Diagnosis of Diabetic Retinopathy.", Applied artificial intelligence, Taylor and Francis, Volume 27, Number 10, 2013, pp. 924-940. 2013.

D.Venkatasekhar, P.Aruna and B.Parthiban, "Fast Search Strategies Using Optimization for Fractal Image Compression.", International Journal of Computer and Information Technology, Volume 2, Number 3, May 2013, pp. 437-441. 2013.

D.Venkatasekhar, P.Aruna and E.Sophiya, "Fast Fractal Image Compression Using Statistical Self –Similarities Mechanism.", International Journal of Computer Applications, Volume 71, Number 2, May 2013, pp. 1-4. 2013.

C.Bhuvaneswari, P.Aruna and D.Loganathan, "Feature Selection using association rules for CBIR and computer aided medical diagnostic.", International Journal of Computer & Communication Technology (IJCCT), , Volume 4, Number 1, 2013, pp. 60-64. 2013.

C.Bhuvaneswari, P.Aruna and D.Loganathan, "Advanced Segmentation Techniques using Genetic Algorithm for Recognition of Lung Diseases from CT Scans of Thorax.", International Journal of Engineering Research and Applications (IJERA), Volume 3, Number 4, Aug 2013, pp. 2517-2524. 2013.

C.Bhuvaneswari, P.Aruna and D.Loganathan, "Classification of the Lung Diseases from CT Scans by Advanced Segmentation Techniques using Genetic Algorithm.", International Journal of Computer Applications (0975 – 8887), Volume 77, Number 16, Sep 2013, pp. 21-27. 2013.

S. Anu H Nair, P.Aruna & M.Vadivukarassi, "PCA BASED Image Fusion of Face And Iris Biometric Features.", International Journal on Advanced Computer Theory and Engineering (IJACTE) , Volume 1, Number 2, 2013, pp. 106-112. 2013.

D.Venkatasekhar, P.Aruna, "An improved Fractal Image Compression based on Nearest Domain Approach.", IFRSA’S International Journal of Computing, Volume 2, Number 1, 2012, pp. 193-197. 2012.

M. Karthikeyan, P. Aruna, "An Efficient Model for Content-Based Image Retrieval.", International Journal of Computer Applications, Volume 42, Number 2, 2012, pp. 21-26. 2012.

M. Karthikeyan, P. Aruna, "Topic Oriented Probability Based and Semi Supervised Document Clustering.", Asian Journal of Engineering and Applied Technology (AJEAT), Coimbatore, Volume 1, Number 1, 2012, pp. 12-18. 2012.

M. Karthikeyan, P. Aruna, "An Efficient method for Web Data Extraction using Partial Tree Alignment Algorithm.", Asian Journal of Computer Science and Information Technology (AJCSIT), Volume 2, Number 11, 2012, pp. 306-310. 2012.

R.Priya, P.Aruna, "SVM and Neural Network based Diagnosis of Diabetic Retinopathy.", International Journal of Computer Applications, Volume 41, Number 1, 2012, pp. 6-12. 2012.

R.Priya, P.Aruna and C.Vanaja, "Image Analysis Technique for Detecting ARMD in the Retina.", International Journal of Information Technology and Engineering, Volume 3, Number 1-2, 2012, pp. 165-171. 2012.

D.Venkatasekhar, P.Aruna, "Accelerating fractal image compression by adaptive domain pool scheme.", Asian Journal of Computer Science and Information Technology, Volume 2, Number 1, 2012, pp. 10-12. 2012.

D. Venkatasekhar, P. Aruna, "Effect of Different speedup Techniques on the performance of Fractal Image Compression.", Journal of Current Computer Science and Technology, Volume 2, Number 2, 2012, pp. 1462-1464. 2012.

D. Venkatasekhar, P.Aruna, "Fractal Image Compression by Haar Wavelet Transform Methods.", International Journal of Information Technology and Engineering, Volume 3, Number 1, 2012, pp. 1-4. 2012.

D.Venkatasekhar, P.Aruna, "A Fast Fractal Image Compression Using Huffman Coding.", Asian Journal of Computer Science and Information Techbnology, Volume 2, Number 9, 2012, pp. 272-275. 2012.

Pauline.M, Aruna.P and Shadaksharappa.B, "Software cost Estimation model based on proposed Function point and Trimmed cost drivers using COCOMO II.", International Journal of Engineering Research and Technolgy, Volume 1, Number 5, Jul 2012, pp. 1-7. 2012.

R. Nagarajan and P. Aruna, "Document Clustering using Keyword Standardization and Co-word Analysis.", International Journal of Information Technology and Engineering, Volume 3, Number 1-2, 2012, pp. 85-89. 2012.

R.Priya, P.Aruna, "An automated system for detecting anatomical structures and Exudates in retinal fundus images.", CIIT International Journal of Digital Image Processing, Volume 3, Number 12, 2011, pp. 781-786. 2011.

M. Karthikeyan, P. Aruna, "Optimized Web Page Generation Using Web Content Mining.", CIIT International Journal of Data Mining and Knowledge Engineering, Coimbatore, Volume 3, Number 10, 2011, pp. 638-643. 2011.

R. Priya, P.Aruna, "Review of automated diagnosis of diabetic retinopathy using the support vector machine.", International Journal of Applied Engineering Research, Integrated Publishing Association, Volume 1, Number 3, 2010, pp. 844-863. 2010.

2. P. Aruna, N. Puviarasan and B. Palaniappan, "Diagnosis of Gastrointestinal disorders using DIAGNET.", Journal of Expert Systems with Applications, Volume 32, Number 2, 2007, pp. 329-335. 2007.

1. P. Aruna, N. Puviarasan and B. Palaniappan,, "An investigation of neuro-fuzzy systems in psychosomatic disorders.", Journal of Expert Systems with Applications, Volume 28, Number 4, 2005, pp. 673-679. 2005.

List of Conferences - National

M.Vadivukarasi, N.Puviarasan, P.Aruna, PHOTO RETRIEVAL OF SENTIMENTAL EVENTS WITH GEOGRAPHICAL VISUALIZATION, National Conference on Machine Learning Techniques (NCMLT 2018), Dec 12-13, 2018, Annamalai University, pp. 256-261. Annamalainagar, Annamalai University, ISBN NO. 978-81-937382-1-4.

M.Sinthuja, N.Puviarasan, P.Aruna, AN IMPROVED APRIORI TID ALGORITHM FOR ASSOCIATION RULE MINING, National Conference on Machine Learning Techniques (NCMLT 2018), Dec 12-13, 2018, Annamalai University, pp. 243-247. Annamalainagar, Annamalai University, ISBN NO. 978-81-937382-1-4.

M. Mahasree, N.Puviarasan, P.Aruna, COMPRESSION BASED DATA HIDING IN TRANSFORMDOMAIN USING CHAOTIC MAP, National Conference on Machine Learning Techniques (NCMLT 2018), Dec 12-13, 2018, Annamalai University, pp. 150-155. Annamalainagar, Annamalai University, ISBN NO. 978-81-937382-1-4.

M.Vadivukarasi, N.Puviarasan, P.Aruna, Predicting And Categorizing Real Time Tweets Using Machine Learning Approach, Second National Conference On Recent trends In computer Science, Applications & Engineering (NCRTCAE-18) , Feb 8-8, 2018, Thiruvalluvar University Constituent College of Arts and Science, pp. 57-60. Arakkonam, Thiruvalluvar University Constituent College of Arts and Science.

M. Sinthuja, N. Puviarasan and P. Aruna, Frequent Itemsets Mining Using Modified FP-Growth Algorithm, ONE DAY NATIONAL CONFERENCE ON â�,�œINTERNET OF THINGS -THE CURRENT TREND IN CONNECTED WORLD, Jan 31-31, 2018, Thiruvalluvar University Model College of Arts and Science, pp. 6-10. Thiruvalluvar University Model College of Arts and Science, Thiruvalluvar University Model College of Arts and Science.

M.Vadivukarasi, N.Puviarasan, P.Aruna, Mining opinion analysis of Twitter user using machine learning algorithm in Python, National Conference on Internet of Things- The current trends in connected world (NCIOT-2018) , Jan 31-31, 2018, Thiruvalluvar university model college of Arts & Science, Thiruvennainallur., pp. 11-16. Thiruvennainallur., Thiruvalluvar university model college of Arts & Science.

C.Bhuvaneswari, P.Aruna and D.Loganathan , A model based approach for detection and classification of lung diseases, TEQIP-II Sponsored 2nd National Conference on Information Technology – NCIT 2013, Dec 5-6, 2013, Pondicherry Engineering College,Pondicherry, pp. 228-232. Pondicherry, NCIT.

C.Bhuvaneswari, P.Aruna and D.Loganathan , Association rule for CBIR and CAD medical diagnostic using feature selection technique, National Conference on Computing Techniques, Apr 5-5, 2013, University college of Engineering, Villupuram, pp. 657-662. Villupuram, NCCT.

B.Ashok, P.Aruna, Comparison of methods for Extraction of features from cervix cell images for the diagnosis of cervical cancer, national conference on Networks, Information, Knowledge, Computing & Ontology, Mar 16-16, 2012, A.V.C College of Engineering, Mannampandal, Mayiladuthurai, pp. 456-461. Mayiladuthurai, NCNIKCO.

R.Priya, P.Aruna, S.Rajarajan, Detection and classification of glaucoma from retinal fundus images, National Conference on Recent Trends of Computing, Mar 2-2, 2012, Lord Venkateshwaraa Engineering College, Kanchipuram, pp. 54-57. Kanchipuram, NCRTC.

R. Nagarajan, P. Aruna, Document Clustering using Keyword Standardization and Co-word Analysis, National Conference on Information Technology – 2012, Feb 15-15, 2012, Pondicherry Engineering College,Pondicherry, pp. 56-59. Pondicherry, NCIT.

R.Priya, P.Aruna, C.Vanaja, Image Analysis Technique for Detecting ARMD in the Retina, Proceedings of National Conference on Information Technology , Feb 15-15, 2012, Pondicherry Engineering College, pp. 165-171. Pondicherry, NCIT.

M.Karthikeyan, P. Aruna, An Efficient Algorithm for Content Based colour Image Retrieval, Second National Conference on Computer Science and Applications, Dec 16-18, 2010, Mepco College of Engineering, Sivakasi, pp. 11-15. Sivakasi, NCCSA.

R.Priya, P.Aruna, Comparison of image transforms applied to retinal images, National Conference on Computer Science and Applications , Dec 16-18, 2010, Mepco Engineering College, Sivakasi, pp. 1-5. Sivakasi, NCCSA.

R.Priya, P.Aruna, Retinal Images Edge Detection and Histogram Processing, National Conference on Image Processing , Feb 12-12, 2010, Gandhigaram Rural Institute- Deemed University, Dindugal, pp. 158-163. Dindugal, NCIMP.

J.Jayasankari, P.Aruna, and N.Puviarasan, Text to Visual Speech Synthesis, National Conference on Soft Computing and Intelligent Systems, Mar 14-15, 2008, Karikal , pp. 47-50. Karikal, SCIS.

K. Uma Maheswari, R.Priya, and P.Aruna, Multi Scale Edge Detection for Medical Images , National Conference on Soft Computing and Intelligent Systems, Mar 14-15, 2008, Karikal , pp. 10-12. Karikal , SCIS.

P.Aruna, R. Shanmugam, N. Puviarasan and B. Palaniappan , Diagnostic reasoning using radial basis functions network, National Conference on Vision Graphics and Image Processing , Mar 2-3, 2005, Shimoga, Karnataka, pp. 4-5. Karnataka, NVGIP.

P. Aruna, P. Vidhyakala, N. Puviarasan and B.Palaniappan, Bayesian Belief Network model for medical diagnosis, National Seminar on Emerging Trends in Computing Based Artificial Intelligence, May 27-29, 2004, M.B.M College of Engineering, Rajasthan, pp. 135-137. Rajasthan, NSETC.

P. Aruna, K. Umamaheswari, N. Puviarasan and B. Palaniappan, Application of neuro-fuzzy technique for the diagnosis of psychosomatic disorders, National Seminar on Emerging Trends in Computing Based Artificial Intelligence, May 27-29, 2004, M. B. M. College of Engineering, Rajasthan, pp. 42-43. Rajasthan, NSETC.

P.Aruna, P. Vidhyakala, N. Puviarasan and B. Palaniappan, An expert system for medical diagnosis based on Bayesian belief networks, National Conference on Distributed Database & Computing, Mar 26-27, 2004, Gobichettipalayam, Tamil Nadu, pp. 39-42. Gobichettipalayam, Tamil Nadu, NCDDC.

P.Aruna, K. Umamaheswari, N. Puviarasan and B. Palaniappan, Neuro-fuzzy modeling with standard feedforward neural networks for diagnosis of diseases, National Conference on Distributed Database & Computing, Mar 26-27, 2004, Gobichettipalayam, Tamil Nadu, pp. 25-29. Gobichettipalayam, Tamil Nadu, NCDDC.

P.Aruna, K. Umamaheswari N. Puviarasan and B. Palaniappan, Medical reasoning with fuzzy and uncertain symptoms, National Seminar on AI and Neural Networks, Mar 25-25, 2004, Union Christian College, Aluva, Kerala, pp. 56-60. Kerala, Union Christian College.

P. Aruna, N. Puviarasan, and B. Palaniappan, Neural network model for diagnosis of diseases, National Conference on Applications of Neural Network and Fuzzy Systems, Feb 15-16, 2002, Annamalai University, pp. 193-196. Annamalai University, Annamalai University.

P. Aruna, N. Puviarasan and B. Palaniappan, Neural network based expert system for diagnosing angina, National Conference on Mathematical and Computational Model, P.S.G. College of Technology, Dec 27-28, 2001, P.S.G. College of Technology, Coimbatore, pp. 398-404. Coimbatore, NCMCM.

List of Conferences - International

N.Nanthini, N.Puviarasan, P.Aruna, An Enhanced Face Anti-Spoofing model using Color Texture and Corner Feature based Liveness Detection, 2nd International Conference on Innovative Practices in Technology and Mangement(ICIPTM), Feb 23-25, 2022, Amity University, Noida, pp. 473-483. Amity University, Noida, 2nd International Conference on Innovative Practices in Technology and Mangement(ICIPTM).

N.Nathini, N.Puviarasan, P.Aruna, An Enhanced Face Anti-Spoofing model using Color Texture and Corner Feature based Liveness Detection, 2nd International Conference on Innovative Practices in Technology and Mangement(ICIPTM), Feb 23-25, 2022, Amity University, Noida, pp. 63-68. Amity University, Noida, 2nd International Conference on Innovative Practices in Technology and Mangement(ICIPTM).

M. Mahasree, N. Puviarasan, P. Aruna, An improved Reversible Data Hiding for Encrypted Images over Cloud, 5th International Conference on Trends in Electronics and Informatics (ICOEI), Jun 3-5, 2021, SCAD College of Engineering and Technology, Tirunelveli, pp. 729-735. Tirunelveli, SCAD College of Engineering and Technology.

N.Nanthini, N.Puviarasan, P.Aruna, Eyeblink Detection For Liveness Detection Using Deep Convolutional Neural Network, International Conference on Research and Development in Science, Engineering and Technology (ICRDSET-2021), Mar 5-5, 2021, St. Anneâ�,��"�s College of Engineering and Technology, Anguchettypalayam, Cuddalore, pp. 20-25. Cuddalore, St. Anneâ�,��"�s College of Engineering and Technology.

S.Premkumar, P.Aruna, Smart IoT based prototype solution for Location tracking of IT assets, International Conference on Advances in Computing and Information Technology (ICACIT’19), Sep 24-25, 2019, Department of Computer Science and Engineering, Annamalai University, pp. 617-622. Annamalai University, Department of Computer Science and Engineering, Annamalai University.

M. Mahasree, N. Puviarasan, P. Aruna, High Capacity Reversible Data Hiding using BPVO and Index Order, International Conference on Advances in Computing and Information Technology (ICACIT’19), Sep 24-25, 2019, Department of Computer Science and Engineering, Annamalai University, pp. 140-145. Annamalai University, Department of Computer Science and Engineering, Annamalai University.

M.Sindhuja, N. Puviarasan, P. Aruna, Analysis of LP-Growth and FP-Growth Algorithms for Mining Frequent Itemset, International Conference on Advanced Research in Engineering and Applied Sciences, Mar 22-24, 2017, Vandavasi, pp. 8-16. vandavasi, International Conference on Advanced Research in Engineering and Applied Sciences.

M.Vadivukarassi, N. Puviarasan, P. Aruna, Keyword Detection and Retrieval of Images from Twitter using SIFT and subspace Clustering Algorithms, International Conference on Advanced Research in Engineering and Applied Sciences, Mar 22-24, 2017, Vandavasi, pp. 21-31. vandavasi, International Conference on Advanced Research in Engineering and Applied Sciences.

D. J. Ashpin Pabi, N. Puviarasan, P. Aruna, Compression of magnetic resonance imaging and color images based on DCT transform and the proposed decision tree based run-length and Huffman encoding,, International Conference on Communication and Security, Mar 17-19, 2016, Pondicherry Engineering College, Pondicherry, pp. 479-484. Pondicherry, Pondicherry Engineering College, Pondicherry.

M.Sinthuja, P.Aruna, N.Puviarasan, Performance of Apriori and FP-growth Algorithms in mining Frequent patterns, Proceedings of International Conference on Communication and Security, Mar 17-19, 2016, Pondicherry Engineering College, Pondicherry, pp. 228-232. Pondicherry, Pondicherry Engineering College.

B.Ashok, P.Aruna, Classification of Cervical cell using Texture and Shape features, International Conference on Distributed and Intelligent Computing, Mar 9-9, 2016, Pondicherry Engineering College, pp. 716-722. Pondicheery, Pondicherry Engineering College.

S.Anu H Nair, P.Aruna, K.Sakthivel, Analysis of fusion methods for Iris and Palmprint Biometric Features, IEEE International Conference on Communication and Signal Processing, Apr 3-5, 2014, Adhiparasakthi Engineering College, pp. 39-43. Adhiparasakthi Engineering College, IEEE.

S. Anu H Nair, P.Aruna and M.Vadivukarassi, PCA BASED Image Fusion of Face And Iris Biometric Features , International Conference, IRD, Mar 8-9, 2013, Coimbatore , pp. 89-94. Coimbatore , IRD.

R.Priya, P.Aruna and B.Ramkumar , Neural Network Based Diagnosis of Glaucoma, International Conference On Computing Terminologies and Research Development (ICCTRD 13, Mar 8-9, 2013, SCAD college of Engineering &Technology ,Cheranmahadevi, pp. 25-30. Cheranmahadevi, ICCTRD.

R.Priya, P.Aruna, R.Surya , Automated Detection Of Diabetic Retinopathy Using K-Nearest Neural Network, International conference on Innovative Trends in Computing & Technology, Mar 7-8, 2013, The Rajaas Engineering College,Nagercoil, pp. 67-72. Nagercoil, ICITCT.

R.Priya, P.Aruna, D.Thenmozhi , Decision Tree Classifier for Detecting Age-Related Macular Degeneration, International conference on Innovative Trends in Computing & Technology, Mar 7-8, 2013, The Rajaas Engineering College, Nagercoil, pp. 24-28. Nagercoil, ICITCT.

S.Anu H Nair, P.Aruna and R.Vivekanandan, Multimodal Biometric Watermarking System using Iris and Fingerprint features, IOAJ, Feb 22-23, 2013, Coimbatore , pp. 56-62. Coimbatore, IOAJ.

S. Anu H Nair, P.Aruna, Bacterial Foraging Watermarking System for Sparse Representation Fusion of Multimodal Biometric System, Proceedings of International Conference on Emerging Research in Computing, Information, Communication and Applications , Feb 17-17, 2013, Cbe, pp. 32-37. Cbe, Elsevier.

R.Priya, P.Aruna, D.Thenmozhi, Comparison of Computational Intelligent Technique for Detecting Age-Related Macular Degeneration, International conference on Research Trends in Computer Technologies, Feb 11-13, 2013, Dr. N. G. P. Arts and Science, Coimbatore, pp. 72-78. Coimbatore, ICRTCT.

R.Priya, P.Aruna, R.Surya , Image Analysis Technique for Detecting Diabetic Retinopathy, International conference on Research Trends in Computer Technologies, Feb 10-12, 2013, Dr. N. G. P. Arts and Science, Coimbatore, pp. 34-38. Coimbatore, ICRTCT.

S. Anu H Nair, P.Aruna & T.Manju , Fusion Of Face And Palmprint Biometrics Features Using Swt, The International Conference on New Horizons in Green Energy with Smart Communication Systems, Feb 1-2, 2013, Arunai College of Engineering,Thiruvannamalai, pp. 87-87. Thiruvannamalai, ICGESCS .

C.Bhuvaneswari, P.Aruna and D.Loganathan , Feature Selection Using Association Rules for CBIR and Computer Aided Medical Diagnostic, First International Conference on Research Trends in Computer Technologies , Jan 30-31, 2013, Dr. N.G.P arts and science college, Coimbatore, pp. 223-229. Coimbatore, ICRTCT.

C.Bhuvaneswari, P.Aruna and D.Loganathan , Applying feature extraction based techniques for Content Based Image Retrieval in medical application, Third International Conference on Bridges and Building, Computing and Communication, Electricity and Energy, Polymer and Petroleum ,Wheels and Wings , Dec 21-23, 2012, ICICIC Global at Radha Regent,Chennai, pp. 188-193. Chennai, IREDA.

M.Kaja Mohaideen, R.Priya, P.Aruna, Detection of anatomical structures in optical fundus images, International conference on advances in Engineering and Technology, May 27-28, 2011, Pillay Engineering College, Nagapattinam, pp. 72-80. Nagapattinam, ICAET.

R.Priya and P.Aruna, Automated Diagnosis of age-related macular degeneration from color retinal fundus images, International Conference on Electronics computer Technology, Kanyakumari, India, Apr 8-10, 2011, Kanyakumari, India, pp. 227-230. Kanyakumari, IEEE.

M. Karthikeyan, P. Aruna, An Efficient Algorithm for Content Based Image Retrieval , proceedings of Second National Conference on Computer Science and Applications, Dec 10-12, 2010, Sivakasi, pp. 11-15. Sivakasi, SEMCCO .

Pauline .M, Aruna.P and Shadaksharappa.B, A Cost Model for Estimation of the Software Developed, International Conference on Communication, Computation, Control and Nanotechnology, Oct 29-31, 2010, BMS College of Engineering, Bangalore , pp. 762-764. Bangalore , ICN.

M.Pauline, P.Aruna, A layered Model for Software Metrics, International Conference on Intelligent Design and Analysis of Engineering Products, Systems and Computations (IDAPSC’10), , Jul 10-11, 2010, Sri Krishna Engineering College, Coimbatore, pp. 160-167. Coimbatore, IDAPSC.

M. Karthikeyan, P. Aruna, Automated HTML Generation Using Web content Mining, Proceedings of Third International Conference on Information Processing, Aug 7-9, 2009, University Visvesvaraya college of Engineering & Bangalore University, Society of Information processing, Bangalore, pp. 489-495. Bangalore, ICIP.

N.Puviarasan, P.Aruna, S.Palanivel, Voice Commander Using Speech Recognition, International Conference on Computational Intelligence and Multimedia Applications, Dec 13-15, 2007, Mepco Engineering College, Sivakasi, pp. 1-8. Sivakasi, ICCIMA.

N. Puviarasan, P. Aruna, S.Palanivel, Text to Speech Interface for Digital Library, International Conference on Modeling and Simulation, Aug 27-29, 2007, Coimbatore Institute of Technology, Coimbatore, pp. 17-25. Coimbatore, CITICOMS .

P.Aruna, R. Shanmugam, N. Puviarasan, and B. Palaniappan , Diagnosis of Psychosomatic disorders using radial basis functions network, International Conferences on neural networks, Jun 16-18, 2005, Austria, pp. 67-75. Austria, WSEAS 05.

P.Aruna, N. Puviarasan, and B. Palaniappan, A Comparative study for intelligent medical system to diagnose the gastrointestinal disorders, International Conference on Human Machine Interfaces , Dec 20-23, 2004, Jawaharlal Nehru College of Engineering, Shimoga, pp. 191-200. Shimoga, ICHMA.

P. Aruna, N. Puviarasan, and B. Palaniappan, Medical analysis and diagnosis using neuro-fuzzy model, Eleventh International Conference on Advanced computing and communication, Dec 17-20, 2003, PSG college of Technology, Coimbatore, pp. 1-6. Coimbatore, ADCOM.

P. Aruna, N. Puviarasan and B. Palaniappan, Neuro-Fuzzy model for diagnosis of gastrointestinal disorders, 5th International Conference on Neural Networks Expert Systems in Medicine & Healthcare & 1st International Conference on Computational Intelligence in Medicine & Healthcare, May 12-14, 2003, Sheffield Hallam University, England, pp. 91-100. England, WSEA.

List of Book Published

R.Priya, P.Aruna, A New EYENET Model for Diagnosis of Age-Related Macular Degeneration: Diagnosis of Age-Related Macular Degeneration- Book Chapter, Information Science Reference (an imprint of IGI Global) 701 E. Chocolate Avenue Hershey PA, USA 17033: (IGI Global,USA), 2327-0411, pp. 422-440. Jan 2016, www.igi-global.com.

S. Anu H Nair, P.Aruna, Fingerprint Iris Palmprint Multimodal Biometric Watermarking System Using Genetic Algorithm- Based Bacterial Foraging Optimization Algorithm- Book Chapter, Information Science Reference (an imprint of IGI Global) 701 E. Chocolate Avenue Hershey PA, USA 17033: (IGI Global,USA), 2327-0411, pp. 347-376. Jan 2016, www.igi-global.com.

Bhuvaneswari Chandran, P.Aruna, D.Loganathan, Lung Disease Classification by Novel Shape-Based Feature Extraction and New Hybrid Genetic Approach: Lung Disease Classification by Shape-Based Method- Book Chapter, Information Science Reference (an imprint of IGI Global) 701 E. Chocolate Avenue Hershey PA, USA 17033: (IGI Global,USA), 2327-0411, pp. 321-346. Jan 2016, www.igi-global.com.

M. Sinthuja, N. Puviarasan and P. Aruna, Mining frequent Itemsets Using Top Down Approach Based on Linear Prefix Tree, Springer: Lecture Notes on Data Engineering and Communications Technologies, -, pp. 23-32. Sep 2018, www.springer.com.

S. Anu H. Nair and P. Aruna, Genetic Algorithm and BFOA-Based Iris and Palmprint Multimodal Biometric Digital Watermarking Models , CRC Press (Taylor and Francis): Book Chapter , Bio-Inspired Computing for Image and Video Processing, 9781498765930, pp. 3-29. Jan 2018, www.taylorfrancis.com/books .

D.J. Ashpin Pabi, P. Aruna, and N. Puviarasan, An Efficient Image Compression Algorithm Based on the Integration of a Histogram Indexed Dictionary and the Huffman Encoding for Medical Images, CRC Press (Taylor and Francis): Book Chapter, Bio-Inspired Computing for Image and Video Processing, 9781498765930, pp. 369-393. Jan 2018, www.taylorfrancis.com/books.

M. Sinthuja, N. Puviarasan and P. Aruna, A Comparative Analysis of Breadth First Search Approach in Mining Frequent Itemsets, Springer, Singapore: Lecture Notes in Networks and Systems, 978-981-13-3765-9, pp. 441-450. Feb 2019, www.springer.com.

M.Vadivukarassi, N. Puviarasan, P. Aruna, A Comparison of Supervised Machine Learning Approaches for Categorized Tweets, Springer (Book Chapter): Lecture Notes on Data Engineering and Communications Technologies, -, pp. 422-430. Jan 2019, www.springer.com.

M. Mahasree, N. Puviarasan, P. Aruna, An Improved Reversible Data Hiding Using Pixel Value Ordering and Context pixel-Based Block Selection, Springer, Singapore: Lecture Notes in Networks and Systems - Book Chapter, 978-981-13-3765-9, pp. 873-887. Apr 2020, https://www.springer.com/gp/book/9789811533686.

List of Popular Article

N.Nanthini, N.Puviarasan, P.Aruna, Eye-blink based Liveness Detection using Odd Kernel Matrix in Convolution Neural Networks (Book Chapter), Springer: Advances in Intelligent Systems and Computing, 978-981-16-25944-7, pp. 473-483. Jan 2022, www.springer.com.