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INTERNATIONAL JOURNALS
[1] H. Hannah Inbarani and K. Thangavel. “Effective web personalisation based on
rough biclustering." International Journal of Granular Computing, Rough Sets and
Intelligent Systems. Volume 3, pp 59-84, 2013.
[2] Laurence Aroquiaraj and K. Thangavel, “Mammogram Edge Detection Using
Hybrid Soft Computing Methods”, International Journal of Scientific &
Engineering Research, Volume 4, Issue 6, June-2013, ISSN 2229-5518.
[3] E. Elayaraja, K.Thangavel, P. Ashok, and T.Chandrasekhar, “ Extraction of Motif
Pattern from Protein Sequences using K-Means Segment Pruning Methods”,
International Journal of Scientific & Engineering Research, Volume 4, Issue 5,
May-2013 1745 – 1753, ISSN 2229-5518.
[4] E.N.Sathishkumar, K.Thangavel and T.Chandrasekhar, “A Novel Approach for
Single Gene Selection Using Clustering and Dimensionality Reduction”,
International Journal of Scientific & Engineering Research, Volume 4, Issue 5,
May-2013 1540 – 1545, ISSN 2229-5518.
[5] R. Subash Chandra Boss, K. Thangavel and D. Arul Pon Daniel, “Automatic
Mammogram image Breast Region Extraction and Removal of Pectoral Muscle”,
International Journal of Scientific & Engineering Research, Volume 4, Issue 5,
1722-1729 May-2013, ISSN 2229-5518.
[6] J.Bagyamani, K.Thangavel and R.Rathipriya, “Comparison of Biological
Significance of Biclusters of SIMBIC and SIMBIC+ Biclustering Models”,
ACEEE International Journal on Information Technology, Vol. 3, No. 1, March
2013.
[7] A. Kaja Mohideen And K. Thangavel “Region-Based Contrast Enhancement Of
Digital Mammograms Using An Improved Watershed Segmentation”,
International
Journal
Of
Image
And
Graphics,
DOI:
10.1142/S0219467813500071.
[8] U. S. Ragupathya, A. Tamilarasi and K. Thangavel, “Investigation On
Mammographic Image Compression And Microcalcification Analysis Using
Multiwavelets And Neural Networks”, Applied Artificial Intelligence: An
International Journal, Volume 27, Issue 2, 2013.
[9] Thangavel, K.and Velayutham, C, “Mammogram Image Segmentation using
Rough Set Theory” ”, IJCII International Journals of Computational intelligence
and Informatics, Vol.1, No.4, March 2012.
[10] B U Sajeev and K Thangavel “Evaluation of Socio-Economic Patterns of SHG
Members in Kerala State Using Clustering Analysis”, International Journal of
Computer Science Issues, 9, 386-397, 2012.
[11] B U Sajeev and K Thangavel “Impact Analysis of Financial Inclusion Through
SHG Bank Linkage Using Clustering Tecniques”, International Journal of
Research Review in Computer Science, 3, 1580-1589, 2012.
[12] T.Chandrasekhar, K.Thangaveland E.N.Sathishkumar “Verdict Accuracy of
Quick Reduct Algorithm using Clustering and Classification Techniques for Gene
Expression Data”, IJCSI International Journal of Computer Science Issues, Vol.
9, Issue 1, No 1, January 2012
[13] M Chitralegha, and Dr K Thangavel, “A Novel Entropy Based Segment Selection
Technique for Extraction of Protein Sequence Motifs”, IJCSI International
Journal of Computer Science Issues, Vol. 9, Issue 4, No 3, July 2012
[14] T.Chandrasekhar, K.Thangavel and E. Elayaraja, “Performance Analysis of
Clustering Algorithms for Gene Expression Data”, International Journal of
Scientific & Engineering Research Volume 3, Issue 12, December-2012
[15] E.Elayaraja, K.Thangavel, M.Chitralegha and T.Chandrasekhar “Extraction of
Motif Patterns from Protein Sequences Using SVD with Rough K-Means
Algorithm”, IJCSI International Journal of Computer Science Issues, Vol. 9, Issue
6, No 2, November 2012
[16] T. Chandrasekhar, K. Thangavel and E. N. Sathiskumar “Verdict Accuracy of
Quick Reduct Algorithm for Gene Expression Data”, IJCII International Journals
of Computational intelligence and Informatics, Vol.1, No.1, October -December
2011. ISSN: 2231- 0258.
[17] C Velayutham, and K. Thangavel “Entropy based unsupervised Feature Selection
in digital mammogram image using rough set theory”, International Journal of
Computational Biology and Drug Design - Vol. 5, No.1 pp. 16 – 34., 2012
[18] Thangavel, K. and Velayutham, C."Rough Set Based Unsupervised Feature
Selection in Mammogram Image Classification Using Entropy Measure",
International Journal of Medical Imaging and Health Informatics, Volume 2,
Number 3,pp. 320-326, September 2012.
[19] M Chitralegha and K. Thangavel, "A Novel Entropy Based Segment Selection
Technique for Extraction of Protein Sequence Motifs", International Journal of
Computer Science Issues, Vol. 9, Issue 4, No 3, July 2012
[20] H. Hannah Inbarani, and K. Thangavel. "Web Usage Mining Approaches for Web
Page Recommendation: ASurvey." Intelligent Techniques in Recommendation
Systems: Contextual Advancements and New Methods (2012): 271.
[21] H. Hannah Inbarani and K. Thangavel. "Rough Web Intelligent Techniques for
Page Recommendation." Intelligent Techniques in Recommendation Systems:
Contextual Advancements and New Methods (2012): 170.
[22] K Thangavel, and R Roselin “Fuzzy-Rough Feature Selection With πMembership Function For Mammogram Classification” IJCSI International
Journal of Computer Science Issues, Vol. 9, Issue 4, No 3, July 2012
[23] R Rathipriya, and K Thangavel “A Discrete Artificial Bees Colony Inspired
Biclustering Algorithm”, International Journal of Swarm Intelligence Research
(IJSIR) 3 (1), 30-42., 2012.
[24] T Chandrasekhar, K Thangavel, and E Elayaraja “Effective Clustering
Algorithms for Gene Expression Data”, International Journal of Computer
Applications (0975 – 8887) Volume 32– No.4, October 2011.
[25] T Chandrasekhar, K Thangavel, and E Elayaraja “Performance Analysis of
Enhanced Clustering Algorithm for Gene Expression Data”, IJCSI International
Journal of Computer Science Issues, Vol. 8, Issue 6, No 3, November 2011
[26] R Rathipriya, K Thangavel, and J Bagyamani “Binary Particle Swarm
Optimization based Biclustering of Web usage Data”, International Journal of
Computer Applications (0975 – 8887) Volume 25– No.2, July 2011
[27] J. Bagyamani, and K Thangavel “Discovering maximal size coherent biclusters
from gene expression data”, International Journal of Healthcare Technology and
Management 12 (5), 405-421., 2011.
[28] R Rathipriya, K Thangavel, and J Bagyamani “Extraction of Target User Group
from Web Usage Data Using Evolutionary Biclustering Approach”, International
Journal of Applied Metaheuristic Computing (IJAMC) 2 (3), pp. 69-79 2011.
[29] J Bagyamani, K Thangavel, and R Rathipriya “Bottom up Biclustering Using One
Leave out Correlation”, Global Journal of Computer Science and Technology,
Volume 11 Issue 2 Version 1.0, pp. 09-15, February 2011.
[30] H Inbarani, and K Thangavel “Discovery of user profiles using fuzzy web
intelligent techniques”, International Journal of Web Based Communities - Vol.
7, No.3 pp. 357 - 375., 2011.
[31] D Devakumari, K Thangavel, and K Sarojini “Unsupervised bidirectional feature
selection based on contribution entropy for medical databases”, International
Journal of Healthcare Technology and Management 12 (5), 364-378., 2011.
[32] R Rathipriya, K Thangavel, and J Bagyamani “Usage Profile Generation from
Web Usage Data Using Hybrid Biclustering Algorithm”, International Journal of
Applied Evolutionary Computation (IJAEC) 2 (4), 37-49 2011
[33] R Manavalan and K Thangavel “Evaluation of Textural Feature Extraction
Methods For Prostate Cancer TRUS Medical images”, International Journal of
Computer Applications 36(12):33-39, December 2011.
[34] B U Sajeev and K Thangavel “Impact Assessment of Financial Status of SHG
Members: A Clustering Approach”, International Journal of Computer
Applications 32 (2), 7-15, 2011.
[35] C. Velayutham, and K. Thangavel, “Unsupervised Quick Reduct Algorithm
Using Rough Set Theory”, Journal of Electronic Science and Technology
(JEST), Vol. 9, No. 3, pp. 193-201, 2011.
[36] Roselin. R., Thangavel. K and Velayutham, C., “Fuzzy Rough Feature Selection
for Mammogram Classification”, Journal of Electronic Science and Technology,
Vol 9, No. 2, pp 124-132, 2011.
[37] Velayutham, C., and Thangavel. K, “Improved Rough Set Algorithms for
Optimal Attribute Reduct”, Journal of Electronic Science and Technology
(JEST)(International), Vol. 9, No. 2, pp 108-117,June 2011.
[38] Rathipriya, R., Thangavel, K., and Bagyamani, J., “Evolutionary Biclustering of
Clickstream Data”, IJCSI International Journal of Computer Science Issues, Vol.
8, Issue 3, No. 1, pp 341-347, May 2011.
[39] R Rathipriya, K Thangavel., “A Fuzzy Co-Clustering approach for Clickstream
Data Pattern”, Global Journal of Computer Science and Technology Vol. 10
Issue 6 Ver. 1.0 July 2010
[40] Devakumari, D., Thangavel, K., Alagambigai, P., and Sarojini K., “Prediction of
Classification Accuracy with selected features in Unsupervised Data”,
International Journal of Recent Trends in Engineering and Technology, Vol 3,
No: 1, pp 30-36, 2010 (ACEEE Publications, USA, ISSN: 2158-5563).
[41] Laurence Aroquiaraj, I., and Thangavel., K., “Impulse Noise Removal from
Mammogram Images using Combiner Approach”, Journal of Global Research in
Computer Science, Vol. 1, No. 2, pp 22-27, October 2010.
[42] Karthikeyani Visalakshi, K., Thangavel, K., and Parvathi, R., “An Intuitionistic
Fuzzy Approach to Distributed Fuzzy Clustering”, International Journal of
Computer Theory and Engineering, Vol. 2, No. 2 April, 2010.
[43] Aranganayagi, S., and Thangavel, K., “Extended K-modes with new weighted
measure based on the domains International”, Journal of Data Mining, Modelling
and Management. Vol. 2, No.3, pp. 288 – 299, 2010.
[44] Aranganayagi, S., and Thangavel, K., “Visual clustering through weight entropy”
International Journal of Data Mining, Modelling and Management. Vol. 2, No.3,
pp. 196 – 215, 2010.
[45] Bagyamani, J. Thangavel, K and Rathipriya, R., “Biological Significance of Gene
Expression Data using Similarity based Biclustering Algorithm”, International
Journal of Biometrics and Bioinformatics (IJBB), Volume (4): Issue (6), pp 201216, 2010.
[46] Aranganayagi, S., Thangavel, K. “Incremental Algorithm to Cluster the
Categorical Data with Frequency Based Similarity Measure”, International
Journal of information and mathematics science , pp 21-29, 2010.
[47] Aranganayagi.S and Thangavel. K, “Extended K-Modes with Probability
Measure”, International Journal of Computer Theory and Engineering, Vol. 2,
No. 3, June, 2010, 1793-8201
[48] Sarojini, K., Thangavel, K., Devakumari, D. “Supervised Feature Subset
Selection based on Modified Fuzzy Relative Information Measure for Classifier
CART”, International Journal of Engineering Science and Technology, Vol. 2(5),
2010, Engg Journals Publications, pp 2456-2465, ISSN: 0975-5462.
[49] Thangavel, K., and Pethalakshmi. A, “Dimensionality reduction based on rough
set theory:A review”, Applied Soft Computing Volume 9, Issue 1, pp. 1-12, 2009.
[50] Aranganayagi.S, Thangavel. K, “Clustering Categorical Data using Bayesian
Concept”, International Journal of Computer Theory and Engineering. Vol.1,
No.2, pp. 119 – 125, 2009.
[51] Thangavel, K., Manavalan, R., and I. Laurence Aroquiaraj, “Removal of Speckle
Noise from Ultrasound Medical Image based on Special Filters: Comparative
Study”, ICGST International Journal on Graphics, Vision and Image Processing,
GVIP, 9, pp. 25-32, 2009
[52] Thangavel . K and Alagambigai,P., “EVISTA- Interactive Visual Clustering
System”, International Journal of Recent Trends in Engineering [ISSN: 17979617] (Academy Publishers, Finland)Vol. 2, No. 1, pp. 83-87, 2009.
[53] Hannah Inbarani, H. and Thangavel, K., “Rough set based User profiling for Web
Personalization”, International Journal of Recent Trends in Engineering [ISSN:
1797-9617] (Academy Publishers, Finland)Vol. 2, No. 1, pp. 103-107, 2009.
[54] Thangavel . K and Karthikeyani Visalakshi, K., “Ensemble based Distributed KHarmonic Means Clustering”, International Journal of Recent Trends in
Engineering [ISSN: 1797-9617] (Academy Publishers, Finland) Vol. 2, No. 1, pp.
125-129, 2009.
[55] Laurence Aroquiaraj, I., and Thangavel, K, “Comparative Analysis of Speckle
Filtering Techniques”, International Journal of Recent Trends in Engineering
[ISSN: 1797-9617] (Academy Publishers, Finland)Vol. 2, No. 2, pp. 120-127,
2009.
[56] Thangavel. K and Kaja Mohideen, A., “Classification of Microcalcifications
Using Multi-Dimensional Genetic Association Rule Miner”, International Journal
of Recent Trends in Engineering [ISSN: 1797-9617] (Academy Publishers,
Finland) Vol. 2, No. 2, pp. 233-237, 2009.
[57] Thangavel . K and Roselin, R., “Mammogram Mining with Genetic Optimization
of Ant-Miner Parameters”, The International Journal of Recent Trends in
Engineering, [ISSN: 1797-9617] Academy Publishers, Finland, Vol.2, No. 3, pp.
67-69, 2009.
[58] Karnan, M., and Thangavel, K, “Feature Extraction and Classification of
Microcalcifications in Mammograms”, International Journal of Applied
Computing, 1, 1, PP.17-32, 2008.
[59] Jaganathan, P., Thangavel, K., Pethalakshmi, A., and Karnan, M., “Classification
Rule Discovery with Ant Colony Optimization with Improved Quick Reduct
Algorithm”, IAENG International Journal of Computer Science, Vol. 33, pp: 5055, 2007.
[60] Karnan, M and Thangavel, K,, “Automatic detection of the breast border and
nipple position on digital mammograms using genetic algorithm for asymmetry
approach to detection of Microcalcifications”, Computer Methods and Programs
in Biomedicine, Volume 87 , Issue 1, 12-20 , 2007.
[61] Karnan, M and Thangavel, K., “Weight updating in BPN Network using Ant
Colony Optimization algorithm for classification of Microcalcifications in
mammograms”, International Journal of Computing and Applications, Vol. 2,
No. 1, pp: 95-109, 2007.
[62] Geetharamani, G Thangavel, K and Elango, C., “Fuzzy Multi-Echelon Inventory
System”, Research Journal of Applied Science 2(5), pp: 568-573, 2007.
[63] G. Geethamani, G Thangavel, K, and Elango, C., “Multi-item Inventory Control
with Backlogging”, International Journal of Soft Computing, vol. 2, 3, pp: 440444, 2007.
[64] Thangavel, K and Pethalakshmi, A., “Feature Selection for Medical Database
Using Rough System”, International Journal on Artificial Intelligence and
Machine Learning, 6(1): 11-17, 2006.
[65] Thangavel, K and
Karnan, M.,
“CAD system for Preprocessing and
Enhancement of Digital Mammograms,” International Journal on Graphics Vision
and Image Processing, Vol. 9, no. 9, pp: 69-74, 2006.
[66] Geetharamani. G, Thangavel. K, Karnan. M, and Elango. C, “Fuzzy Dynamic
Programming Model for Perishable Inventory Control System”, International
Journal on Automatic Control System and Engineering Vol. 6, no. 3, 2006.
[67] Thangavel, K., and Ashok Kumar, D., “Optimization of Code Book in Vector
Quantization”, International journal: Annals of Operations Research Vol.143,
No.1, 317-325, 2006.
[68] Thangavel, K., and Ashok Kumar, D., “A Combined Standard Deviation Based
Data Clustering Algorithm”, Journal of Modern Applied Statistical Methods
(JMASM). Vol. 5(1), 2006.
[69] Thangavel, K., Jaganathan, P and Esmi, P. O., “Subgroup Discovery in Cervical
Cancer Analysis using Data Mining”, The International Journal of Artificial
Intelligence and Machine Learning, Volume (6), Issue(1), pp. 29-36, 2006.
[70] Thangavel, K., Pethalakshmi, A and Esmi, P. O., “Data Mining Approach to
Cervical Cancer Patients Analysis using Clustering Technique”, Asian Journal of
Information Technology, volume 5, Number 4, 413-417, 2006.
[71] Thangavel, K., Pethalakshmi, A., and Jaganathan, P., “A Novel Reduct Algorithm
for Dimensionality Reduction with Missing Values based on Rough Set Theory”,
International Journal of Soft Computing, Volume 1 Number 2, pp:111-117, 2006.
[72] Thangavel, K., Pethalakshmi, A and Jaganathan, P., “A Comparative Analysis of
Feature Selection Algorithms Based on Rough Set Theory”, International Journal of
Soft Computing, Vol. 1, no. 4, pp: 288-294, 2006.
[73] Thangavel, K., Karnan, M., Pethalakshmi, A.,
Sivakumar. R and
Geetharamani, G., “Ant Colony Algorithms in Diverse Combinational
Optimization Problems -A Survey”, International Journal on Automatic Control
and System Engineering, Vol. 6, no. 1, pp: 7-26, 2006.
[74] Geetharamani, G., Thangavel, K., Karnan, M., and Elango, C., “Fuzzy inventory
systems with Poisson demand in different membership functions” International
Journal on Automatic Control System and Engineering vol. 6, no. 4, pp: 2006.
[75] Karnan, M., Thangavel, K., Chitra, K., Sivakumar, R., Dwarakanath, G. K.,
“BLDC Motor Controlled Using Resonant Pole Inverter with Variable Pulse
Width Method” International Journal on Automatic Control System and
Engineering, Vol. 06, Issue IV, PP. 47-54, 2006.
[76] Thangavel, K., and Ashok Kumar, D., “A Novel K-CSD Large Data Clustering
algorithm” International Journal of Mathematical Sciences, Vol. 5, No. 2, PP:
391-402, 2006.
[77] Thangavel, K., and Ashok Kumar, D., “Simple Multipass Pattern Clustering
Neural Networks”, International Journal on Artificial Intelligence and Machine
Learning, Vol.5, Issue 3. PP 69-78, 2005.
[78] Thangavel, K and Ashok Kumar, D., “Real Time Simple Unsupervised SelfOrganizing Learning Vector Quantization Algorithm”, , International Journal on
Artificial Intelligence and Machine Learning, Vol.5, Issue 3, pp. 63-67, 2005.
[79] Thangavel, K, Karnan, M., Sivakumar, R and Kaja Mohideen, A., “Automatic
Detection of Microcalcifications in Mammograms-A Review,” International
Journal on Graphics Vision and Image Processing, Vol. 5, No. 5, pp: 31-61, 2005.
[80] Thangavel, K and Karnan, M., “Computer Aided Diagnosis in Digital
Mammograms: Detection of Microcalcifications by Meta Heuristic Algorithms,”
International Journal on Graphics Vision and Image Processing, Vol. 7, No. 7, pp:
41-55, 2005.
[81] Thangavel, K and Karnan, M., “Automatic Detection of Asymmetries in
Mammograms Using Genetic Algorithm,” International Journal on Artificial
Intelligence and Machine Learning, Vol. 5, No. 3, pp: 55-62, 2005.
[82] Thangavel, K, Karnan, M., Siva Kumar, R and Kaja Mohideen, A.,
“Segmentation and Classification of Microcalcifications in Mammograms Using
the Ant Colony System,” International Journal on Artificial Intelligence and
Machine Learning, Vol. 5, no. 3, pp: 29-40, 2005.
[83] Thangavel, K and Karnan. M., and Sivakumar, R and Kaja Mohideen, A., “Ant
Colony System for Segmentation and Classification of Microcalcifications in
Mammograms”, The International Journal of Artificial Intelligence and Machine
Learning, Vol. (3), 3, pp:29-40, 2005.
[84] Thangavel, K., Karnan, M and Pethalakshmi, A., “Performance Analysis of
Rough Reduct Algorithms in Mammogram,” International Journal on Graphics
Vision and Image Processing, Vol. 5, no. 8, pp: 13-21, 2005.
[85] Thangavel, K, Jaganathan, P.,, Pethalakshmi, A and Karnan, M., “Effective
Classification with improved quick reduct for medical data base”, International
Journal on Bio Informatics and Medical Engineering Vol. 5, no. 1, pp: 69-74,
2005.
[86] Thangavel, K and Karnan, M., “Meta-Heuristic Algorithms for Automatic
Detection of Microcalcifications in Digital Mammograms”, International Journal
on Graphics Vision and Image Processing, Vol. 7, pp:41-55, 2005.
[87] Thangavel, K, Quang Shen and Pethalakshmi, A., “Application of Clustering for
Feature Selection Based on Rough Set Theory Approach”, International Journal
on Artificial Intelligence and Machine Learning, Vol. 6, no.1, pp: 19-27, 2006.
[88] Thangavel, K., and Geetharamani, G., “Fuzzy Logic in Medical Decision Support
System”, Acta Ciencia Indica, Vol. XXX M, No. 3, 2004
[89] Thangavel, K., Radhakrishnan, S and Balasubraman, K., “Management as an
input and its influence on output”, Research bulletin of the Institute of cost and
works accountants of India, Vol. XXII, pp.53-60, 2003.
[90] Kanniappan, P and Thangavel, K., “Unidimensional search scheme using
Identric mean for optimization problems”, OPSEARCH, Vol. 38, No. 2, pp.
197-209, 2001.
[91] Kanniappan, P and Thangavel, K., “Improved Pattern search algorithm for
solving unconstrained optimization problems”, Pure and Applied Mathematika
Science, Vol. LIV, No. 1-2, 2001.
[92] Kanniappan, P and Thangavel, K., “Efficient Unidimensional direct search
schemes for optimization problems”, OPSEARCH, Vol. 36, No. 3, pp. 270-283,
1999.
[93] Kanniappan, P and Thangavel, K., “Modified Fourier method of solving Linear
Programming problems”, OPSEARCH, Vol. 35, No. 1, pp 47-56, 1998.
[94] Kanniappan, P and Thangavel, K., “An optimization model for selection of IRDP
schemes”, ORiON, Vol.9, No. 1, pp. 13-20, 1993.