
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. 21282136. 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. 34953501. 2020.  

M. Mahasree, N. Puviarasan, P. Aruna, "High Capacity Reversible Data Hiding Scheme with Interpolation and Thresholdbased Bit Allocation Technique.", Journal Of Mechanics Of Continua And Mathematical Sciences (Web of Science), Volume 15, Number 7, Jul 2020, pp. 704717. 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. 15181524. 2020.  

M. Sinthuja, N. Puviarasan and P. Aruna, "Geo Map Visualization for Frequent Purchaser in Online Shopping Database Using an Algorithm LPGrowth for Mining Closed Frequent Itemsets.", Procedia computer science (Elsevier), Volume 132, Number 1, 2018, pp. 15121522. 2018.  

M.Sinthuja , N. Puviarasan , P.Aruna, "Research of Improved FPGrowth (IFP) Algorithm in Association Rules Mining.", International Journal of Engineering Science Invention, Volume 2, Number Special Issue, 2018, pp. 2431. 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. 6473. 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. 375385. 10.1007/978331960618737.  

M.Vadivukarassi, N. Puviarasan, P. Aruna, "Geotagging of tweet based image retrieval using spectral clustering algorithm.", International Journal of Research in Advent Technology, Volume 6, Number 4, Apr 2018, pp. 343348. 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. 7277. 2018.  

M.Vadivukarassi, N. Puviarasan, P. Aruna, "A framework of keyword based image retrieval using proposed HOGSIFT feature extraction method from Twitter dataset.", Procedia Computer Science (Elsevier), Volume 132, Number 1, 2018, pp. 14221431. 2018.  

M. Sinthuja, N. Puviarasan and P. Aruna, "Improved FPGrowth 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. 618623. 2018.  

M. Sinthuja, N. Puviarasan and P. Aruna, "Proposed Improved FPGrowth Algorithm with Multiple Minimum Support Threshold Value (MISIFPGrowth) For Mining Frequent Itemset.", International Journal of Research in Advent Technology, Volume 6, Number 5, 2018, pp. 471476. 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. 824828. 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. 325346. 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. 289295. 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. 192197. 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. 4353. 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. 5459. 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. 148153. 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. 196202. 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. 40384051. 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. 40634070. 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. 18391846. 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. 128135. 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. 282289. 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. 153159. 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. 9499. 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. 7378. 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. 15. 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. 434442. 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. 490500. 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. 2431. 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. 9197. 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. 2529. 2016.  

R. Nagarajan, S. Anu H Nair , P. Aruna , N. Puviarasan, "Keyword Mining and CoWord 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. 1902419031. 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. 118124. 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. 1970919718. 2016.  

D. J. Ashpin Pabi, P. Aruna and N.Puviarasan, "Trimode dual level 3D image compression over medical MRI images.", International Journal of Advanced Computer Research, Volume 7, Number 28, Dec 2016, pp. 814. 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. 7782. 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. 7783. 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. 5358. 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. 8185. 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. 11611174. 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. 531538. 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. 282287. 2015.  

B.Ashok, P.Aruna, "Prognosis of Cervical Cancer using kNearest Neighbor Classification.", International Journal of Applied Engineering Research, Volume 10, Number 9, 2015, pp. 66766680. 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. 1311513119. 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. 4653. 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. 389394. 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. 8793. 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. 6677. 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. 804810. 2014.  

R.Priya, P. Aruna, "Automated Diagnosis Of AgeRelated Macular Degeneration Using Machine Learning Techniques.", International Journal of Computer Applications in Technology, Inderscience, Volume 49, Number 2, Apr 2014, pp. 157165. 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. 2329. 2014.  

R. Nagarajan and P. Aruna, "Document Clustering using Coword Analysis and Formation of Keyword against Document Matrix.", Journal of Theoretical and Applied Information Technology, Volume 65, Number 3, 2014, pp. 832836. 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. 709717. 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. 476485. 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. 3438. 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. 16. 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. 1723. 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. 524533. 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. 5568. 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. 959966. 2013.  

R.Priya, P.Aruna and D.Thenmozhi, "Comparison of Computational Intelligent Technique for Detecting AgeRelated Macular Degeneration.", International Journal of Computer Applications, Volume 1, Number 1, Feb 2013, pp. 3033. 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. 924940. 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. 437441. 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. 14. 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. 6064. 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. 25172524. 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. 2127. 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. 106112. 2013.  

D.Venkatasekhar, P.Aruna, "An improved Fractal Image Compression based on Nearest Domain Approach.", IFRSAâ€™S International Journal of Computing, Volume 2, Number 1, 2012, pp. 193197. 2012.  

M. Karthikeyan, P. Aruna, "An Efficient Model for ContentBased Image Retrieval.", International Journal of Computer Applications, Volume 42, Number 2, 2012, pp. 2126. 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. 1218. 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. 306310. 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. 612. 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 12, 2012, pp. 165171. 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. 1012. 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. 14621464. 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. 14. 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. 272275. 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. 17. 2012.  

R. Nagarajan and P. Aruna, "Document Clustering using Keyword Standardization and Coword Analysis.", International Journal of Information Technology and Engineering, Volume 3, Number 12, 2012, pp. 8589. 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. 781786. 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. 638643. 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. 844863. 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. 329335. 2007.  

1. P. Aruna, N. Puviarasan and B. Palaniappan,, "An investigation of neurofuzzy systems in psychosomatic disorders.", Journal of Expert Systems with Applications, Volume 28, Number 4, 2005, pp. 673679. 2005.  