Publications

Journals

 

1.    M.Chandrasekaran,P.Asokan,S.Kumanan,T.Ba;amurugan,S.Nickolas,”Solving job shop scheduling problems using Artificial Immune System”, International Journal of Advanced Manufacturing Technology, UK,(2006) 31:580-593

2.    S.Nickolas , C.S.P.Rao , A.V.Reddy and P Asokan,” Performance Enhancement of Flow Shop Scheduling using Data Mining”, Journal of Advanced Manufacturing Technology, CMTI, August 2007

3.    Ilango Paramasivam, Hemalatha Thiagarajan, Nickolas Savarimuthu ,”Imputation of Missing Data Using Weight Based Clustering in type II diabetes Databases”, Journal of Advanced Research in Computer Engineering,Vol 3, No. 1,pp99-104 January-June 2009.ISSN:0974-4320

4.    Sarojini BalaKrishnan, Ramaraj NarayanaSwamy, Nickolas Savarimuthu, “Feature Selection Using F-Score on Classification of TYPE II Diabetes Databases”, Journal of Advanced Research in Computer Engineering,Vol 3, No. 1,pp 39-44 January-June 2009.ISSN:0974-4320

5.    Ilango Paramasivam, Hemalatha Thiagarajan, Nickolas Savarimuthu, “A Semi Supervised Clustering by λ_cut for Imputation of missing Data in TYPE II Diabetes Databases”, Indian Journal of Medical Informatics,Vol 4,No. 1 ,2009

6.    Ilango Paramasivam, Hemalatha Thiagarajan, Poonkuntran Shanmugam, Nickolas Savarimuthu ,”Imputation of Missing Data :A Semi Supervised Clustering Methodology”, Journal of information Science and Technology, pp 38-55,Washington,DC,USA 2009.

7.    Sarojini BalaKrishnan, Ramaraj NarayanaSwamy, Nickolas Savarimuthu , ” Feature Subset Selection using Nomogram in TYPE II Diabetes Databases”, Indian Journal Of Medical Informatics 2009

8.    N.Gayatri, S.Nickolas, A.V.Reddy, ”Performance Analysis and Enhancement of Software Quality Metrics using Decision Tree based Feature Extraction”, International journal of Recent Trends in Engineering, Vol 2,No. 2,November 2009

9.    R.Chithra, S.Nickolas, ”A Novel Algorithm for Mining Hybrid-Dimensional Association Rules”, International journal on Computer Applications(0975-8887), Vol1-No.16, 2010

 

National Conferences

1.    R.Chithra, S.Nickolas, ”High Utility Item set Mining based on Clustering”, National Conference on Advanced Pattern Mining and Multimedia Computing(APMMC 10), NIT, Tiruchirappalli, 25th-26th February 2010.

2.    N.Gayatri, S.Nickolas, A.V.Reddy, ”Comparative Study of Software Quality Metrics Feature Set Using Data mining Techniques”, National Conference on Advanced Pattern Mining and Multimedia Computing(APMMC 10) , NIT, Tiruchirappalli, February 2010.

 

International Conferences

 

1.    P.Asokan, S.Nickolas, “CAD/CAM solutions for CNC machining/turning center”, Proceeding of the eighth ISME conference on mechanical engineering New Delhi, 1993

2.    P.Ramaraj, S.Nickolas, ”A descriptive study on data mining and Algorithm for multi-dimensional association”, All India seminar on IT for 21st century, IE (India) 1997

3.    S. Nickolas , A.V.Reddy, ”A Hyper Heuristic based Data Mining for scheduling Batch Processing Flow Shop”, International Conference on Manufacturing Automation(ICMA07), National University of Singapore, Singapore May 2007.

4.    S. Nickolas, K Mani, ”Associative Rule Mining of Amino Acids in Protein Sequence”, 2nd International Conference on Intelligent Systems and Control, KCE, Coimbatore, February 2008

5.    Sarojini BalaKrishnan, Raamaraj NarayanaSwamy, Nickolas Savarimuthu, Rita Samikannu , “Feature Selection using SVM-RFE in Breast Cancer Dataset”, Proceedings of International Conference on Mathematics and Computer Science, ICMCS2008, Loyola College, Chennai, 2008.

6.    Sarojini BalaKrishnan, Ramaraj NarayanaSwamy, Nickolas Savarimuthu, Rita Samikannu ,”SVM Ranking with Backward Search for Feature Selection in TYPE II Diabetes Databases”, IEEE International Conference on Systems, Man and Cybernetics,2008.DOI 10.1109/ICSMC.2008.4811692

7.    Ilango Paramasivam, Hemalatha Thiagarajan, Nickolas Savarimuthu, Rita Samikannu, ”Enhancing the Quality of Diagnosis in HealthCare Industries By Imputation of Missing Data using Data Mining”, Proceedings of International Conference on Supply Chain Management and Information Systems , December  8-10,Tiruchirappalli, India 2008. ISBN:023-063-688-8

8.    Ilango Paramasivam, Hemalatha Thiagarajan, Nickolas Savarimuthu, ”Imputation of Missing Data using Clusters in TYPE II Diabetes Databases”, Proceedings of the International Conference on Mathematics and Computer Science,ICMCS2008,pp.254-261, Loyola College, Chennai 2008.

9.    Sarojini BalaKrishnan, Ramaraj NarayanaSwamy, Nickolas Savarimuthu, ”Feature Selection for Enhancing the Quality Diagnosis in Health Care Industries using data Mining”, Proceedings of International Conference on Supply Chain Management and Information Systems , December  8-10,Tiruchirappalli, India 2008.ISBN:023-063-688-8

10. Ilango Paramasivam, Hemalatha Thiagarajan, Nickolas Savarimuthu, Sarojini BalaKrishnan, ”A Semi Supervised  Approach for Imputation of Missing Data in Medical Databases for Effective Decision Making”, Proceedings of the 6th Annual CISTM Conference July 31-August 2,IIT Delhi, India 2008.ISBN:978-1-935160-02-1

11. R.Chithra, S.Nickolas, “Clustering Prostate Cancer Dataset using K Modes and K Population Algorithms”, Proceedings of International Conference on Digital Factory, I CDF 2008, August 11-13, Coimbatore, 2008.

12. Sarojini BalaKrishnan, Ramaraj NarayanaSwamy, Nickolas Savarimuthu, Rita Samikannu ,”Feature Selection using FCBF in TYPE II Diabetes Databases”,  Proceedings of 7th Annual Conference on Information  Science, Technology & Management New Delhi,2009.ISSN:978-1-935160-06-9

13. Ilango Paramasivam, Hemalatha Thiagarajan, Nickolas Savarimuthu, ”A Multi Layered Perceptron Method for Imputation of Missing Data in TYPE II Diabetes Databases”, Proceedings of 7th Annual Conference on Information  Science, Technology & Management New Delhi,2009.

14. Ilango Paramasivam, Hemalatha Thiagarajan, Nickolas Savarimuthu, “Genetic Chromo Dynamic Framework for Imputation of Missing Data in TYPE II Diabetes Databases “,International Conference on IT ,Thailand ,March 2009.

15. Sarojini BalaKrishnan, Ramaraj NarayanaSwamy, Nickolas Savarimuthu,” Enhancing the performance of Lib SVM classifier by kernel F-Score feature selection”, S.Ranka et al.(Eds):IC3, CCIS 40,pp.533-543.Springer Verlag Berlin Heidelberg 2009.ISSN:1865-0929

16. N.Gayatri, S.Nickolas, A.V.Reddy, R.Chitra, ”Performance Analysis of Data Mining Algorithms for Software Quality Prediction”, International Conference on Advances in Recent Technologies in Communication and Computing, ARTCOM’09, October 2009, India.

17. N.Gayatri, S.Nickolas, A.V.Reddy, R.Chitra, ”Feature Selection using Decision Tree Induction in Class level Metrics Dataset for software Defect Predictions”, International Conference on Computer Science and Applications, WCECS2010, October 2010, San Francisco, USA.

18. R. Eswari, S. Nickolas, "Path-Based Heuristic Task Scheduling Algorithm for Heterogenous Distributed Computing Systems", Second International Conference on Advances in Recent Technologies in Communications and Computing (ARTCom), Oct 2010, Kottayam, Kerala, India.