Dr. P. ARUMUGAM, M.Sc., M.Phil., M.Tech., Ph.D., · PDF file3 S.R. Siva Ambika Applications of Fuzzy Stochastic Model ... 3 K.V.Vijayalekshmi A Study on Fuzzy Time Series Forecasting

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Dr. P. ARUMUGAM, M.Sc., M.Phil., M.Tech., Ph.D., Professor and Head,

Department of Statistics Manonmaniam Sundaranar University

Tirunelveli, Tamil Nadu [email protected]

ACADEMIC QUALIFICATIONS Ph.D., in Statistics, Manonmaniam Sundaranar University, Tirunelveli. M.Tech., in Computer and Information Technology, MSU, Tirunelveli. M.Phil., in Statistics, Manonmaniam Sundaranar University, Tirunelveli. M.Sc., in Statistics, Manonmaniam Sundaranar University, Tirunelveli. B.Sc., in Statistics, Manonmaniam Sundaranar University, Tirunelveli. Ph.D., Thesis Title: Fuzzy Stochastic Models and Their Applications M.Phil., Thesis Title: Statistical Studies on Human Fertility Analysis

EXPERIENCE

From 08.10.2013 To till date Associate Professor, Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli

From 08.10.2010 To 07.10.2013 Reader, Department of Statistics,

Manonmaniam Sundaranar University, Tirunelveli From 19.12.2009 To 07.10.2010 Assistant Professor, Department of Statistics,

Manonmaniam Sundaranar University, Tirunelveli From 12.09.2005 To 29.09.2008 Lecturer, Department of Statistics,

Manonmaniam Sundaranar University, Tirunelveli From 15.06.2004 To 09.09.2005 Lecturer, Department of Mathematics, Infant Jesus College of Engineering, Keelavallanadu. Administrative Responsibilities as ADDITIONAL CHARGES:

Director, Centre for Data Processing, Manonmaniam Sundaranar University, Tirunelveli during 12 April 2016 to Till date.

Co coordinator, NIRF, Manonmaniam Sundaranar University, Tirunelveli.

Nodal officer, Statistical Cell, Manonmaniam Sundaranar University, Tirunelveli during 23rd March 2012 to 11 April 2016.

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Nodal officer (University Officer), All India Survey on Higher Education Cell, Manonmaniam Sundaranar University, Tirunelveli during 1st March 2014 to Till date.

Treasurer, University Alumni Association, Manonmaniam Sundaranar

University, Tirunelveli Advisory Committee Member, Special Assistant Program (DRS-I),

Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli

Coordination of Remedial coaching in-charge, Department of Statistics,

Manonmaniam Sundaranar University, Tirunelveli during 1st July 2010 to 30th December 2015.

Membership in profession related committees: President in Statistics Association, Tirunelveli, Tamil Nadu

Member in Manonmaniam Sundaranar University Faculty Association

(MSUFA), Manonmaniam Sundaranar University, Tirunelveli, Tamil Nadu.

Member in SC/ST Association, Manonmaniam Sundaranar University, Tirunelveli, Tamil Nadu

Membership in subject related Societies:

President in Statistical Association, Tirunelveli Life Member in Indian Society for Probability Statistics (ISPS) Life Member in Indian Bayesian Society (IBS) Life Member in International Association of Engineers (IAENG)

RESEARCH GUIDANCE Ph.D., Programme

S.No Name Topic Reg. No. DOR A/S/U DOV

1 V. Christy A Study on Clustering Methods for Data Mining 7607 12.04.11 S

2 V. Anitha Time Series in Stochastic Modeling 7891 12.05.11 S

3 S.R. Siva Ambika Applications of Fuzzy Stochastic Model with Clustering

Algorithm

9004 01.02.12 S

4 S. Selvakumar Image Based Statistical Estimation of Human Age Group 9553 19.07.12 U

5 Mr. S. M. Karthik Stochastic Modelling and its Applications 11479 21.07.14 U

6 Ms. R.Saranya Time series Models and its Applications 11480 21.07.14

7 P. Jose Data Mining Methods for Large Databases 11595 20.08.14 U

8. C. Raja Study on Smart Meter using Data Mining Techniques 11877 06.04.15 U

9. R.Ezhilarasi Datamining Methods and its Applications 12470 30.06.16 U

DOR-Date of Registration A-Awarded S-Submitted U- Undergoing DOV- Date of Viva Voce

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M.Phil., Programme S.No Name Topic Reg. No. Year A/S/U DOV

1 M.John Dominic A Study on Stock Market Prediction Using ARIMA Model 9115320 2010 A 15.10.10

2 G. Muthumari A Study on fuzzy Time Series Model for Forecasting 01012302 2011 A 20.12.11

3 K.V.Vijayalekshmi A Study on Fuzzy Time Series Forecasting of Wheat

Production

01012306 2011 A 20.12.11

4 S.R.Siva Ambika A Review of Hidden Markov Models and its Applications 11015315 2012 A 8.10.12

5 T.Anandhan Time Series Modeling in Agricultural Production in India 11015317 2012 A 8.10.12

6 Sathiya sivagami A Review on Fuzzy Time Series Model 21016112 2013 A 29.10.13

7 V. Sathiiya A Review on ARMA Model An ARIMA Model 31005601 2014 A 31.7.14

8 P. Pakialakhsmi A Study on Socio-Economic status in Arunachalapuram

Village

31005598 2014 A 31.7.14

9 C.Suba Time Series Modeling for Yeild of Tobacco in India 41005445 2015 A 23.07.15

10. A.Geetha Sagothari Forecasting Methods For Accident Data in India 51005340 2016 A 15.07.16

11. S. Jubiter Xavio Data Mining Techniques for Advanced Application 61005376 2017 U

12. K. Kannithai Knowledge Discover From Large Data Set 61005365 2017 U

13. V. Latha Data mining techniques for the study & analysis of

diabetes health care in Kanyakumari District.

61005366 2017 U

A-Awarded S-Submitted U-Undergoing DOV- Date of Viva Voce

RESEARCH PROJECTS: 03

“Fuzzy Stochastic Models for Socio-Economic Status of Socially Downtrodden People in the Southern Districts of Tamil Nadu” Submitted to University Grants Commission, New Delhi. Rs. 8,37,186/- (Major Research Project) – In Progress “Statistical Analysis of Power Generation” submitted to Manonmaniam Sundaranar University, Tirunelveli, Rs.40,000/- (Minor Research Project) - Completed “Statistical Analysis of Socio-Economic Indicators of Schedule Castes in Tirunelveli” Funded by the Centre for Ambedkar Studies, MSU, Under University Grants Commission, New Delhi, Xth Plan, March 2007, Rs. 10,000/- (Minor Research Project) - Completed

RESEARCH PUBLICATIONS: BOOKS:

Editorial Board:

Recent Trends in Statistics and Computer Applications, 2011, Publication Division, Manonmaniam Sundaranar University, Tirunelveli, India. (ISBN: 978-93-81402-12-2).

Recent Trends in Statistical Research, 2010, Publication Division,

Manonmaniam Sundaranar University, Tirunelveli Tamilnadu, India, ISBN: 978-81-908352-8-2.

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RESEARCH PAPERS: 51

51. ARUMUGAM, P. and Karthik, S.M., (2017):”Stochastic Modelling Based Monthly Rainfall Prediction Using Seasonal Artificial Neural Networks”, ICTACT Journal on Soft Computing, Volume VII, Issue II, January 2017, ISSN: 2229-6959

- International Level

50. ARUMUGAM, P. and Karthik, S.M., (2016):”Rainfall Prediction by Seasonal Neural Networks Enhanced with First Order Markov Models”, Bulletin of Mathematics and Statistics Research | Volume IV, Issue IV, October - December 2016, Pp. 69-76, ISSN 2348 – 0580 - International Level

49.

ARUMUGAM, P. and Christy, V., (2016): “A Hybrid Clustering Method for Data Mining”, International Journal of Research and Scientific Innovation (IJRSI) | Volume III, Issue VII, July 2016, Pp. 87-94, ISSN 2321–2705 - International Level

48. ARUMUGAM, P. and Karthik, S. M.., (2016): “Stochastic Modelling in yearly Rainfall at Tirunelveli District, Tamil Nadu, India”. Published By Elsevier Materials today: Proceedings, 2214-7853(2016), International Conference on Processing of Materials, Minerals and Energy, july 29 – 30, 2016, Pp. 1-7, 2214-7853 © 2016, Ongole, Andhra Pradesh, India. - International Level

47. ARUMUGAM, P. and Saranya, R., (2016): “Outlier Detection and Missing Value in Seasonal ARIMA Model Using Rainfall Data”. Published By Elsevier Materials today: Proceedings, 2214-7853(2016), International Conference on Processing of Materials, Minerals and Energy, july 29 – 30, 2016, Pp. 1-9, 2214-7853 © 2016, Ongole, Andhra Pradesh, India. - International Level

46. ARUMUGAM, P. and Christy, V., (2016): “Analysis of Clustering and Classification Methods for Actionable Knowledge”. Published By Elsevier Materials today: Proceedings, 2214-7853(2016), International Conference on Processing of Materials, Minerals and Energy, july 29 – 30, 2016, Pp. 1-7, 2214-7853 © 2016, Ongole, Andhra Pradesh, India. - International Level

45 ARUMUGAM, P. and Jose, P., (2016): “Efficient Decision Tree Based Data Selection and Support Vector Machine Classification”. Published By Elsevier Materialstoday: Proceedings, 2214-7853(2016), International Conference on Processing of Materials, Minerals and Energy, July 29 – 30, 2016, 2214-7853 © 2016, Pp. 1-8, Ongole, Andhra Pradesh, India. - International Level

44. ARUMUGAM, P. and Jose, P., (2016): “Fuzzy Stochastic Model for Socio-Economic Status of Socially downtrodden People in the Southern District of Tamilnadu”. International Journal of modern Computer Science(IJMCS), Vol. 4(2), pp 6-9, ISSN: 2320-7868, April 2016 - International Level

43 ARUMUGAM, P. (2015): Stochastic Model for Socio-Economic Status of Socially Downtrodden People in Puthiyamputhur Panchayat at Tuticorin District, International Journal of Applied Engineering Research (IJAER), Vol. 10(77), pp. 122 – 132, ISSN:0973-4562 - International Level

42 ARUMUGAM, P., MUTHUKUMAR SUBRAMANYAM, SELVAKUMAR S AND L.SINDHU

(2015): Facial Forehead Wrinkles Detection using Colour based Skin Segmentation, Advances in Natural and Applied Sciences (AENSI Journals), Vol. 9(12), Pages: 71-80, ISSN: 1995-0772 - International Level

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41 ARUMUGAM, P., S.SELVA KUMAR, AND MUTHUKUMAR SUBRAMANYAM (2015): Detecting Wrinkles and Sagginess of Skin from Human Face Photographs, Advances in Natural and Applied Sciences (AENSI Journals), Vol. 9(12), Pages: 59-64, ISSN: 1995-0772 - International Level

40 ARUMUGAM, P., S.SELVA KUMAR AND J.MAHESWARI (2015): A Study on Image Formats and Assessing the Image Quality for Image Processing Applications, International Journal of Applied Engineering Research (IJAER), Vol. 10(77), pp. 15 – 24, ISSN:0973-4562 - International Level

39 ARUMUGAM, P., S.SELVA KUMAR, AND MUTHUKUMAR SUBRAMANYAM (2015): An Analysis of Visual Features for Better Understanding and Object Representations in Digital Scenes, International Journal of Applied Engineering Research (IJAER), Vol. 10(77), pp. 56 – 70. ISSN:0973-4562 - International Level

38 ARUMUGAM, P. (2015): Socio-Economic Status of Socially Downtrodden People in Tuticorin District, Proceedia of NCEADS, Vol. 01, Ch. 05, pp. 002 – 014. ISBN : 978-93-84743-37-6 (30th march 2015) - National Level

37 ARUMUGAM, P. AND SELVAKUMAR. S., (2015): An study on Image Formats and Assessing the perceptual Image Quality of digital Images Processing Applications, Proceedia of NCEADS, Vol. 01, Ch. 02, pp.506-515. ISBN : 978-93-84743-37-6 (30th march 2015) - National Level

36 ARUMUGAM, P. AND SELVAKUMAR. S., (2015): An Effective Email classification methodology for spam & Non-Spam and Design of a Vector Space Model for Anomaly Based Spam Filtering System, Proceedia of NCEADS, Vol. 01, Ch. 02, pp.530-543. ISBN : 978-93-84743-37-6 (30th march 2015) - National Level

35 ARUMUGAM, P. AND SELVAKUMAR. S., (2015): An analysis of visual Features from the objects in digital scenes, Proceedia of NCEADS, Vol. 01, Ch. 02, pp.516-519. ISBN : 978-93-84743-37-6 (30th march 2015) - National Level

34 ARUMUGAM, P. AND SELVAKUMAR. S., (2015): An Investigation of Visual Features in Digital Images for Detecting Image Spam, Proceedia of NCEADS, Vol. 1, Ch. 02, pp.482-505. ISBN : 978-93-84743-37-6 (30th march 2015) - National Level

33 ARUMUGAM, P. (2015): SOCIO-ECONOMIC DEVELOPMENTS REQUIRED FOR PEOPLE IN INDIAN SMARTCITIES, Proceedia of NCEADS, Vol. 01, Ch. 05, pp. 075. ISBN : 978-93-84743-37-6 (30th march 2015) - National Level

32 ARUMUGAM, P. and JOSE, P., (2015): Recent Advances On Kernel Fuzzy Support Vector Machine Model For Supervised Learning, ICCPCT-2015, PP. 001- 005, ISBN: 978-1-4799-7074-2/15/$31.00 ©2015 IEEE (19-20, march 2015) - International Level

31 ARUMUGAM, P. and ANITHAKUMARI, V., (2015): GARCH TIME SERIES MODELS: AN

APPLICATION TO NATURAL RUBBER PRODUCTION IN INDIA, A JOURNAL FROM SCHOOL OF

MANAGEMENT, NOORUL ISLAM STRATEGIC MANAGEMENT AMBIENCE(NISMA),ICBDM 2015, VOL. I, SPECIAL ISSUE II, PP 197-198, FEBRUARY 2015. ISSN: 0973-3957

- International Level

30 ARUMUGAM, P. and ANITHAKUMARI, V., (2014): Adaptive Forecasting for Seasonal Time Series Data using Trigg Tracking Signal, International conference on mathematics and its applications, Vol. III, 1766-1776, ISBN: 978-81-923752-8-1. (December 15-17) - International Level

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29 ARUMUGAM, P. and Christy, V., (2014): A Comparative analysis of neural network and decision trees in forecasting, Aryabhatta Journal of mathematics and informatics, Vol. 6(2), pp.261-268, ISSN: 0975-7139. Impact Factor: 0.489. (July – December)

- International Level

28 ARUMUGAM, P. and JOSE, P., (2014): Data mining classification algorithms for business intelligence, International Journal of software and web sciences, Vol. 10(1), pp. 23-27, ISSN: 2279–0071, Impact Factor: 0.489. (September – November)

- International Level

27 ARUMUGAM, P. and SIVAAMBIKA , S.R., (2014): A STUDY ON SOCIO-ECONOMIC STATUS OF

SOCIALLY DOWNTRODDEN PEOPLE IN THE SOUTHERN DISTRICTS OF TAMIOLNADU USING FUZZY

STOCHASTIC MODEL, INDIAN JOURNAL OF APPLIED RESEARCH, Vol.4(9), pp.57-60, Impact Factor (IC value 3.65) ISSN: 2249-555X. - International Level

26 ARUMUGAM, P. and SATHYA SIVAGAMI, (2014): A COMPARISION OF SOCIO-ECONOMIC

STATUS OF TIRUNELVELI AND THOOTHUKUDI DISTRICTS USING FUZZY STOCHASTIC MODEL, International Journal of Scientific Research,Vol.3(9), pp.17-19, Impact Factor, ISSN: 2277-8179. - International Level

25 ARUMUGAM, P. and ANITHAKUMARI, V., (2014): F-ARIMA MODEL FOR FORECAASTING

NATURAL RUBBER PRODUCTION IN INDIA, Indian Journal of Applied Research – volume 4 Issue 7, July, pp. 514-517, Impact Factor: 2.1652, ISSN: 2249-555X. - International Level

24 ARUMUGAM, P. and JOSE, P., (2013): Advance Mining of High Utility Item sets in Transactional Data, Opinion - International Journal of Business Management, Vol. 3 No.2, December, pp. 27-40, ISSN: 2231–5470, - International Level

23 ARUMUGAM, P. and ANITHAKUMARI, V., (2013): Fuzzy Time Series Method for Forecasting Taiwan Export Data, International Journal of Engineering Trends and Technology (IJETT) - Volume4 Issue8- August, pp. 3342-3347, Impact Factor: 0.537, (IC value 4.15) ISSN: 2231-5381. - International Level

22 ARUMUGAM, P. and ANITHAKUMARI, V., (2013): SARIMA Model for Natural Rubber production in India, International Journal of Computer Trends and Technology (IJCTT) – volume 4 Issue 8– August, pp. 2480-2484, Impact Factor: 0.569 (IC value 4.15) ISSN: 2231-2803. - International Level

21 ARUMUGAM, P. and Christy, V., (2013): Advanced Web Usage Mining Algorithm Based on Neural Network and Principal Component Analysis, International Journal of Computer Science & Communication Networks, Vol. 3(3), pp.168-172, ISSN: 2249-5789. - International Level

20 ARUMUGAM, P. and SIVAAMBIKA , S.R., (2013): Stock Market Forecasting Using Hidden Markov Model with Clustering Algorithm, IJBTT-International Journal of Business Trends and Technology,Vol.3(3), pp.72-76, Impact Factor (IC value 3.65) ISSN: 2231-2803. - International Level

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19 ARUMUGAM, P. and ANITHAKUMARI, V., (2013): Seasonal Time Series and Transfer Function Modelling for Natural Rubber Forecasting in India, International Journal of Computer Trends and Technology (IJCTT) – volume 4 Issue 5– May, pp. 1366-1370, Impact Factor: 0.569 (IC value 4.15) ISSN: 2231-2803. - International Level

18 ARUMUGAM, P. and ANITHAKUMARI, V., (2013): A Comparison of Rule Based Fuzzy Time Series Model for Natural Rubber production in India, Emerging trends in applied mathematical science, pp. 84-96. ISBN: 978-81-924081-1-8.

- National Level

17 ARUMUGAM, P. and SENTHAMARAI KANNAN, K., (2012): Computational Algorithm of Fuzzy Stochastic Model For Forecasting, Journal of Algorithms and Computational Technology, School of Computing and Mathematical Sciences, University of Greenwich, London, UK, Vol. 6, No. 3, pp. 375-384, ISSN: 1748-3018. - International Level

16 ARUMUGAM, P. and ANITHAKUMARI, V., (2012): A Comparison of Refined Arithmetic and ARIMA Model for Taiwan Export Data, Proceeding of the International Conference on Mathematical Modeling and Applied Soft Computing, Coimbatore Institute of Technology, Coimbatore, July 11-13, 2012, Vol. II, pp. 210-220, ISBN: 978-81-923752-2-9. - International Level

15 SIVA AMBIKA, S.R. and ARUMUGAM, P., (2012): A Hidden Markov Model for Global Warming Entities, Proceeding of the International Conference on Mathematical Modeling and Applied Soft Computing, Coimbatore Institute of Technology, Coimbatore, July 11-13, 2012, Vol. II, pp. 317-325, ISBN: 978-81-923752-2-9. - International Level

14 KRISHNAN, N., MUTHUKUMAR, S., ARUMUGAM, P. and SELVAKUMAR, S. (2012): Detection and Extraction of Shadows for Visual Perceptible Image Enhancement, Proceeding of the International Conference on Mathematical Modeling and Applied Soft Computing, Coimbatore Institute of Technology, Coimbatore, July 11-13, 2012, Vol. II, pp. 1003-1012, ISBN: 978-81-923752-2-9. - International Level

13 ARUMUGAM, P. and CHRISTY, V., (2011): Data Mining Techniques for Web usage Pattern, Recent Trends in Statistics and Computer Applications, pp. 201-206, ISBN:978-93-81402-12-2. - National Level

12 ARUMUGAM, P. (2011): Computational Algorithm for Clinical Trial Data Based on Cox Model, Recent Trends in Statistics and Computer Applications, pp. 157-162, ISBN: 978-93-81402-12-2. - National Level

11 K. Senthamarai Kannan, P.Sailapathi Sekar, M.Mohamed Sathik and ARUMUGAM, P. (2010): Financial Stock Market Forecast using Data Mining Techniques, The International MultiConference of Engineers and Computer Scientists 2010 (IMECS 2010), Hong Kong, 17-19 March, 2010, Vol.1, pp.555-559, IAENG (ISBN: 978-988-17012-8-2). - International Level

10 K. Senthamarai Kannan, P.Sailapathi Sekar and ARUMUGAM, P. (2010): The Stock Market Prediction using Combinational BSRCTB algorithm, The International

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Symposium on Stochastic Models and Reliability Engineering, Life Sciences and Operations Management (SMRLO’10), Beer Sheva, Israel, February 8-11, 2010, pp. 985-992. - International Level

9 ARUMUGAM, P (2010): Forecasting Enrollments Using Fuzzy Stochastic Model, Recent Trends in Statistical Research, pp. 21-28, ISBN: 978-81-908352-8-2. - National Level

8 gh.MWKfk;;;;; (2010): kq;fy; fhyj;njhlh; thpiria gad;gLj;jp Kd;kjpg;gpLjy;, jkpof mwptpay; Nguit gj;jhtJ fUj;juq;fk;> Nk 21-23> kNdhd;kzpak; Re;judhh; gy;fiyf;fofk;> jpUney;Ntyp, pp.142, ISBN: 978-93-80627-17-5. - National Level

7 P. Arumugam (2010): Forecasting Enrollments Using Fuzzy Stochastic Model, Recent Trends in Statistical Research, Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli, pp. 21-28, ISBN: 978-81-908352-8-2.

- National Level

6 S.Suresh, K.Senthamarai Kannan and ARUMUGAM, P. (2009): Forecasting Model on Fuzzy Markov Chain, International journal of Statistics and Systems, Vol. 4 (2), pp. 137-147, ISSN: 0973-2675. - International Level

5 ARUMUGAM, P., K. Senthamarai Kannan and V. Balamurugan (2008): Evaluation of the Fuzzy queries with Linguistic Hedges on Statistical Attributes, Journal of Applied Mathematical Analysis and Applications, Vol.4, No.1-2, pp. 35-43, ISSN: 0973-3884. - International Level

4 K. Senthamarai Kannan, D. Nagarajan and ARUMUGAM, P. (2008): Statistical Analysis of Gene frequencies for Mothers and Babies, International Journal of Anthropologist, Vol.10, No.2, pp. 139-141, ISSN: 0972-0073. - International Level

3 K. Senthamarai Kannan, V. Nagarajan, D.Nagarajan and ARUMUGAM, P. (2007): A Probability Model of Matured and Prematured Live Birth, Journal of Modern Mathematics and Statistics, Vol.1, pp. 1-2, ISSN: 994-5388. - International Level

2 K. Senthamarai Kannan, V. Nagarajan, D.Nagarajan and ARUMUGAM, P. (2007): A Probability Model of Matured and Prematured Live Birth, Research Journal of Applied Sciences, Vol.2 (9): pp. 963-965, ISSN:1815-932X. - International Level

1 K. Senthamarai Kannan and D. Nagarajan and ARUMUGAM, P. (2007): Analysis of Birth Weight using Spectral values of Transition Probability Matrix, Proceedings of the 9th Islamic Countries Conference on Statistical Sciences (ICCS-IX), University Malaya, Malaysia, pp.1016-1024, ISBN:978-983-4307-1-1. - International Level

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Papers Presented in International Level Conferences: 11 1. ARUMUGAM, P. (2015): Recent Advances On Kernel Fuzzy Support Vector

Machine Model For Supervised Learning, The International Conference on Circuit, Power and Computing Technologies (ICCPCT-2015), Noorul Islam Centre for Higher Education, Kumaracoil, Thuckalay, Kanyakumari district, 19th – 20st March 2015.

2. ARUMUGAM, P. (2015): NON-LINEAR THRESHOLD AUTOREGRESSIVE MODEL FOR

NATURAL RUBBER PRODUCTION IN INDIA, The International Conference on Circuit, Power and Computing Technologies (ICCPCT-2015), Noorul Islam Centre for Higher Education, Kumaracoil, Thuckalay, Kanyakumari district, February 27-28, 2015.

3. ARUMUGAM, P. (2015): Implementation of Risk Indicators Algorithm Using

R programming”, International Conference on New Horizons in Statistical Modeling and Applications (NHSMA – 2015) February 27-28, 2015.

4. ARUMUGAM, P. (2015): Recent Advances on Kernel Fuzzy Support Vector

Machine Learning, International Conference on New Horizons in Statistical Modeling and Applications (NHSMA – 2015) February 27-28, 2015.

5. ARUMUGAM, P. (2015): NON-LINEAR THRESHOLD AUTOREGRESSIVE MODEL FOR

NATURAL RUBBER PRODUCTION IN INDIA, International Conference on New Horizons in Statistical Modeling and Applications (NHSMA – 2015) February 27-28, 2015.

6. ARUMUGAM, P. (2015): SOCIO-ECONOMIC STATUS OF SOCIALLY DOWNTRODDEN

PEOPLE IN TIRUNELVELI DISTRICT, International Conference on New Horizons in Statistical Modeling and Applications (NHSMA – 2015) February 27-28, 2015.

7. ARUMUGAM, P (2013): A study on socio-economic status using model based

clustering, XII Biennial Conference of the International Biometric Society (IR), Recent Advances in High Dimensional Data Analysis held during December 27-28, 2013, Conducted by Department of Statistics, Tuberculosis Research Centre, ICMR, Chennai.

8. ARUMUGAM, P (2013): A statistical study on socio-economic status, XII Biennial Conference of the International Biometric Society (IR), Recent Advances in High Dimensional Data Analysis held during December 27-28, 2013, Conducted by Department of Statistics, Tuberculosis Research Centre, ICMR, Chennai.

9. ARUMUGAM, P (2010): Forecasting Enrollments Using Fuzzy Stochastic Model, National Conference on Recent Statistical Research, held during February 24

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& 25, Conducted by Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli, pp. 21-28, ISBN: 978-81-908352-8-2.

10. K. Senthamarai Kannan, ARUMUGAM, P., S. Suresh and V. Balamurugan (2008): A Novel Method to Forecast Stochastic Fuzzy Time Series, International Conference on Recent Trends in Applied Stochastic Methods, 16-18 December 2008, Madurai Kamaraj University, Madurai.

11. K.Senthamarai Kannan, S.Suresh, P.Narayanasamy and ARUMUGAM, P

(2008): Forecasting Models on Stochastic Fuzzy Time Series, International Conference on Recent Trends in Applied Stochastic Methods, 16-18 December 2008, Madurai Kamaraj University, Madurai.

Papers Presented in National Level Conference: 9 1. ARUMUGAM, P. AND EZHILARASI. R., (2017):Artificial Neural Network Model for

Rainfall Forecasting, National Conference on Stochastic Modelling and its Applications (Souvenir of NCSMA), January 4-5, Manonmaniam Sundaranar University, Tirunelveli.

2. ARUMUGAM, P. AND JOSE. P., (2017):Data Mining Methods for Large Data,

National Conference on Stochastic Modelling and its Applications (Souvenir of NCSMA), January 4-5, Manonmaniam Sundaranar University, Tirunelveli.

3. ARUMUGAM, P. AND SARANYA. R., (2017):Stock Price Prediction using ARIMA

Models and Exponential Smoothing Techniques, National Conference on Stochastic Modelling and its Applications (Souvenir of NCSMA), January 4-5, Manonmaniam Sundaranar University, Tirunelveli.

4. ARUMUGAM, P. AND KARTHIK. S.M., (2017):Fuzzy Stochastic Modelling for Forecasting of Seasonal Rainfall in India, National Conference on Stochastic Modelling and its Applications (Souvenir of NCSMA), January 4-5, Manonmaniam Sundaranar University, Tirunelveli.

5. ARUMUGAM, P. AND SELVAKUMAR. S., (2015): An study on Image Formats and

Assessing the Image Quality for Image Processing Appliccations, National Conference on Engineering Applications for Developing Smart Cities (Proceedia of NCEADS), Dhirajlal Gandhi College of Technology, Salem.

6. ARUMUGAM, P. (2015): SOCIO-ECONOMIC DEVELOPMENTS REQUIRED

FOR PEOPLE IN INDIAN SMARTCITIES, National Conference on Engineering Applications for Developing Smart Cities (Proceedia of NCEADS), Dhirajlal Gandhi College of Technology, Salem.

7. ARUMUGAM, P. (2015): SOCIO-ECONOMIC STATUS OF SOCIALLY

DOWNTRODDEN PEOPLE IN TUTICORIN DISTRICT, National Conference

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on Engineering Applications for Developing Smart Cities (Proceedia of NCEADS), Dhirajlal Gandhi College of Technology, Salem.

8. gh. MWKfk;;;;; (2010): kq;fy; fhyj;njhlh; thpiria gad;gLj;jp Kd;kjpg;gpLjy;, jkpof mwptpay; Nguit gj;jhtJ fUj;juq;fk;>

Nk 21-23> kNdhd;kzpak; Re;judhh; gy;fiyf;fofk;> jpUney;Ntyp.

9. Arumugam, P. (2010): Forecasting Enrollments Using Fuzzy Stochastic

Model, National Conference on Recent Statistical Research, held during February 24 & 25, Conducted by Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli.

List of Conference / Seminar / Symposia / Workshops ORGANIZED and other

organizational Activities: Regional / National and International: 39

S.No. Name of the Event Funded by Period Capacity in which

organized

1. Two day Workshop on Applications of Bio-Statistics in Clinical trials

Manonmaniam Sundaranar University, Tirunelveli

October 17-18, 2016

Organizing Coordinator

2. One Week Training Programme Applications of SAS for Statistical Data Analysis

Manonmaniam Sundaranar University, Tirunelveli

February 22-26, 2016

Organizing Coordinator

3. One day field visit & Field Survey, Abishekapatti, Tirunelveli District

Manonmaniam Sundaranar University, Tirunelveli

February 5, 2016

Organizing Coordinator

4. One day field visit & Field Survey to ISRO, Mahendragiri and Panagudi, Tirunelveli District

Manonmaniam Sundaranar University, Tirunelveli

February 5, 2015

Organizing Coordinator

5. Workshop on High Dimensional Statistical Computations Using R (WHDSCR-2014)

Manonmaniam Sundaranar University, Tirunelveli

July 21-24, 2014

Organizing Coordinator

6. Two days field visit to ICMR, Tuberculosis Research Centre ICMR, Chennai - 600 031 and Dept. of Information Technology, Govt. of India, V.S.I.Estate, Thiruvanmiyur Chennai – 600 041.

Manonmaniam Sundaranar University, Tirunelveli

May , 2014

Organizing Coordinator

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7. Workshop on Statistics and its Applications

Manonmaniam Sundaranar University, Tirunelveli

December 18 -19, 2013

Organizing Coordinator

8. Workshop on Statistics and Computer Applications for Mano College Students.

Manonmaniam Sundaranar University, Tirunelveli

March 11-12, 2013

Organizing Coordinator

Conferences/Training/Seminar/Workshops Participated: 55

1. Workshop on applications of SAS software, Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli. Feb. 25-27, 2013.

2. UGC sponsored programme on promotation of ethics & human values, human rights education & equal opportunity cell, Manonmaniam Sundaranar University, Tirunelveli, feb. 13&14, 2013.

3. Workshop for beginners in research on statistical software packages,

Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli. Mar. 13-15, 2013.

4. Video Conference Training, Manonmaniam Sundaranar University, Tirunelveli. April. 30, 2013.

5. Member, Organizing Committee, Workshop-cum-Seminor on recent

Advancements in Statistical Research held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during August 01-03, 2013.

6. Member, Organizing Committee, Special Lecture Programme held in the

Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during September 12 &13, 2013.

7. Member, Organizing Committee, Workshop on Statistics and its

Applications held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during December 18 - 19, 2013.

8. Member, Organizing Committee, One week training programmes of SAS

for Statistical Analysis of Data held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during October 28 – November 01, 2013.

9. Organized an Industrial visit to all Post Graduate Students in Statistics,

May, 2014.

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10. Participated in Faculty Development series III, CDC, MSU, Tirunelveli-12, 09 April, 2014.

11. Two days workshop on Mobilization of Impact –Making R&D Projects, CD

cell, Manonmaniam Sundaranar University, Tirunelveli, Dec. 11&12, 2012.

12. UGC sponsored programme on promotation of ethics & human values, human rights education & equal opportunity cell, Manonmaniam Sundaranar University, Tirunelveli, feb. 13&14, 2013.

13. Member, Organizing Committee, Guest Lecture Programme, held in the

Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during July 06, 2012.

14. Member, Organizing Committee, Guest Lecture Programme, held in the

Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during August 06 – 14, 2012.

15. Member, Organizing Committee, National Conference on Stochastic

Modeling and Its Applications, held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during September 26-28, 2012

16. Member, Organizing Committee, Special Lecture Programme, held in the

Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during December 27, 2012.

17. Member, Organizing Committee, Special Lecture Programme, held in the

Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during January 28, 2013.

18. Member, Organizing Committee, Special Lecture Programme, held in the

Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during February 13, 2013.

19. Member, Organizing Committee, Special Lecture Programme, held in the

Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during February 15, 2013.

20. Member, Organizing Committee, Special Lecture Programme, held in the

Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during February 20, 2013.

21. Member, Organizing Committee, Workshop on Applications of SAS

Software held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during February 25-27, 2013.

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22. Member, Organizing Committee, Workshop on Statistics and Computer

Applications held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during March 11-12, 2013.

23. Member, Organizing Committee, Statistical Software Packages: Workshop

for Beginners in Research” held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during March 13-15, 2013.

24. Member, Organizing Committee, One day Guest Lecture Programme,

held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during July 27, 2011.

25. Member, Organizing Committee, Two-day National Conference on

Bayesian Statistics and Its Applications, held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during November 9 &10, 2011.

26. Member, Organizing Committee, Special Lecture Programme, held in the

Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during December 13, 14 and 16, 2011.

27. Member, Organizing Committee, Orientation Programme on Statistics and

Computer Applications to the UG Students of MANO Colleges, held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during January 27 & 28, 2012.

28. Member, Organizing Committee, Workshop on Applications of SPSS for

Statistical Data Analysis to the Faculties and Research Scholars, held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during February 27 & 28, 2012.

29. Member, Organizing Committee, Special Lecture Programme on Career

Opportunities for Statisticians, held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during March 24, 2012.

30. Seminar on Cloud Computing, organized by IETE- Tiruvandrum -

Nagercoil PAC, District Science Center - Tirunelveli & Vi Microsystems PVT. Ltd., Chennai on 22nd January 2011 at District Science Center, Tirunelveli.

31. Member, Organizing Committee, One day Guest Lecture Programme, held

in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during October 15, 2010.

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32. Member, Organizing Committee, One day Special Lecture Programme, held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during January 27, 2011.

33. Member, Organizing Committee, Workshop on Statistics and Computer

Applications, held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during January 27-28, 2011.

34. Member, Organizing Committee, One day Guest Lecture Programme, held

in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during March 7, 2011.

35. Member, Organizing Committee, One day Guest Lecture Programme,

held in the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during March 14, 2011.

36. The 4th National statistics day & summer training program on advanced

stochastic models and their applications, Department of Stratistics, Sri Venkateswara University, Tirupati, A.P., 29th June - 4th July, 2010.

37. Application oriented study in medical field, Conducted by Tuberculosis

Research Centre, ICMR, Madurai on March 30, 2009.

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39. National Conference on Recent Statistical Research, held during February

24&25, 2010, Conducted by Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli.

40. The conference on Users Awareness Programme an Access to e-

Resources organized by Department of Library and information science, Manonmaniam Sundaranar University, Tirunelveli, held on 9th march 2010.

41. International Conference on Recent Trends in Applied Stochastic Methods

held during 16 – 18, December 2008, at Department of Applied Mathematics and Statistics, School of Mathematics, Madurai Kamaraj University, Madurai-21.

42. IX Biennial Conference of the International Biometric Society (IR), Recent

Advances in the Statistical methods for Bio Sciences held during November 15-17, 2007, Conducted by Department of Statistics, Tuberculosis Research Centre, ICMR, Chennai.

43. IX Biennial Conference of International Biometric Society (Indian Region),

Pre-Conference workshop on Statistical Methods for Bioinformatics

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Conducted by Department of Statistics, Tuberculosis Research Centre, ICMR, Chennai, on November 14, 2007.

44. National Seminar on Frontiers in Applied Statistics and Computer

Applications (FASCA-07) held at the University on 29, 30th January 2007, Conducted by the Department of Statistics, Bharathiar University, Coimbatore

45. MKU & TNSCST Sponsored Symposium on Recent advances in

stochastic modeling held during December 14 & 15, 2006, at Department of Applied Mathematics and Statistics, School of Mathematics, Madurai Kamaraj University, Madurai-21.

46. Seminor on Recent Trends in Research in Statistics conducted by the

Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during March 23-24, 2005.

47. Workshop on Applications of Statisitcal methods, held during March

29&30, 2010, Conducted by Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli.

48. The 3rd National statistics day and national workshop on The role of

statistical thinking and systems in expanding the horizon of science, Sri Venkateswara University, Tirupati, June 28-29, 2009.

49. UGC Sponsored National Workshop on Actuarial Science with Special

Relevance to Financial Mathematics, Organized by Department of Statistics, University of Madras, Chennai, during March 25 - 26, 2009.

50. Workshop on Mathematical Statistics and its Applications, organized by

the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during 16 & 17 March, 2009.

51. Workshop on Staistical Computing by R Software held during December

12 - 13, 2008, at Department of Applied Mathematics and Statistics, School of Mathematics, Madurai Kamaraj University, Madurai-21.

52. UGC – Sponsored one-day workshop on Hidden Markov Models on 07th

October 2006 Conducted by the UGC-Academic Staff College, University of Kerala, Kariavattom, Thiruvananthapuram.

53. Workshop on statistics for Researchers organized by the Department of

Statistics, Manonmaniam Sundaranar University, Tirunelveli during January 24-25, 2006.

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54. UGC under UAG Scheme sponsored Workshop on Applications of statistical Softwares organized by the Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli during 23-24 March 2004.

55. One–day Workshop on Statistical computations using Softwares

conducted by the Department of Statistics and Department of Management Studies, Manonmaniam Sundaranar University, Tirunelveli on 25 February 2004.

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