Dr. S.R. Kannan

Designation: 
Professor
Gender: 
Male
Academic
Academics: 
DegreeSpecializationUniversity / InstitutionYear of Completion
1Post -Doctoral FellowFuzzy clustering in Data AnalysisNational Cheng Kung University, Taiwan2009
2ICTP-TRIL FellowMathematicsInternational Centre for Theoretical Physics (ICTP) Universita di Genova, Italy2004
3Ph.D.MathematicsIndian Institute of Technology, Madras, India.2002
Publications (in last 3 years): 

Papers published in International Journals:

  1. (2016) Effective fuzzy possibilistic C-means: an analyzing cancer medical database,
    Soft Computing(Springer), DOI 10.1007/s00500-016-2198-7, Impact Factor: 1.271
    (2016) Effective Kernel FCM: Finding Appropriate Structure in Cancer Database,  Int. J.
    Biomath
    (World Scientific). 09, 1650018 (2016), Online ISSN: 1793-7159, Impact
    Factor: 0.805
  2. (2015) Robust fuzzy clustering algorithms in analyzing high-dimensional cancer
    databases, Applied Soft Computing (Elsevier Publication), 35 (2015), 199–213 , ISSN:
    1568-4946
    , Impact Factor: 2.810
  3. (2014) Robust Fuzzy Clustering Techniques for Analyzing Complicated Colon Cancer Database, Journal of Intelligent and Fuzzy Systems (JIFS), IOS Press,(Under Press), ISSN online: 1875-8967, Impact Factor: 0.788.
  4. (2014) Fuzzy C-Means In Finding Subtypes Of Cancers In Cancer Database , Journal of Innovative Optical Health Sciences (JIOHS) World Scientific journal, Vol. 7, No. 1 (2014) 1450018 (20 pages). ISSN: 1793-5458, Impact Factor: 0.632.
  5.  (2013): Effective FCM Noise Clustering Algorithms in Medical images, Computers in Biology and Medicine, Volume 43, Issue 2, 1 February 2013, Pages 73-83, DOI: 10.1016/j.compbiomed.2012.10.002, (Elsevier Publication) Impact Factor: 1.27
  6. (2013) Novel FCM using Kernel Function in Data Analysis,  International Journal of Systems, Algorithms & Applications, pp. 26-30, Vol. 3, ISSN Online: 2277-2677.
  7. (2012): Novel quadratic fuzzy c-means algorithms for effective data clustering problems, The Computer Journal, DOI 10.1093/comjnl/bxs085 (Oxford Journals, oxford university press), Vol. 56 No. 3, 2013, Pages: 393-406,Impact Factor: 1.327
  8. (2012) Extended fuzzy c-means: an analyzing data clustering problems, Cluster Computing, DOI:10.1007/s10586-012-0202-2 (Springer Publication), Volume 16, Issue 3, pp 389-406 , ISSN 1386-7857, Impact Factor:0.679 
  9. (2012) Strong Fuzzy C-Means in Medical Image Data Analysis, The Journal of Systems & Software, Volume 85, Issue 11, November 2012, Pages 2425-2438, DOI: 10.1016/j.jss.2011.12.020 (Elsevier Publication), Impact Factor: 1.277.
  10. (2012)Effective fuzzy c-means clustering algorithms for data clustering problems, Expert Systems with Applications, Volume 39 Volume 39, Issue 7, Pages 6292-6300, (Elsevier Publication), Impact Factor:1.924
  11. (2011) Entropy Tolerant FCM in Medical Images, Journal of Innovative Optical Health Sciences (JIOHS) World Scientific journal, Volume 4, NO.4, Pages 1-16. ISSN: 1793-5458, Impact Factor:0.632
  12. (2011): Some robust objectives of FCM for data analyzing, Applied Mathematical Modelling , Volume 35, Issue 5, Pages 2571-2583, (Elsevier Publication), Impact Factor:1.375 , ISSN: 0307-904X
  13. (2011) Robust Kernel FCM in Segmentation of Breast Medical Images, Expert Systems With Applications, Volume 38, Issue 4, April 2011, Pages 4382-4389, (Elsevier Publication)  Impact Factor: 2.908, ISSN: 0957-4174
  14. (2011) Effective Fuzzy Clustering Techniques for Segmentation of Breast MRI, International Journal of Soft Computing (Springer Publication), Volume 15, Issue 3, Page 483-491, Impact Factor: 0.984, ISSN: 1432-7643.
  15. (2010) Modified Fuzzy C-Mean Algorithm for Segmentation of T1-T2 Weighted Brain MRI, Journal of Computational and Applied Mathematics, Volume 235, Issue 6, Pages 1578-1586, (Elsevier Publication) clear Impact Factor: 1.048, ISSN: 0377-0427
  16. (2010) Improved Fuzzy Clustering Segmentation for Medical Images, International Journal of Neural Network (Science Citation Index Expanded)No. 3,Vol.10,pp. 417-426,ISSN: 1210-0552,Impact Factor 0.39, ISSN: 1210-0552.
  17. (2010) Novel Segmentation Algorithm in Segmenting Medical Images, Journal of Systems and Software, Volume 83, Issue 12, Pages 2487-2495, (Elsevier Publication) Impact Factor: 1.277, ISSN: 0164-1212.
  18. (2010) Improved Fuzzy Clustering Algorithms in Segmentation of DC-Enhanced breast MRI, Journal of Medical Systems, (Springer Publication), Volume 36, Issue 1, Pages 321-333, Impact Factor: 0.674, ISSN: 0148-5598.
  19. (2010) Modified bias field Fuzzy C-Means for Effective Segmentation of Brain MRI, Transactions on Computational Sciences Journal, (Springer Publication) -VIII, LNCS 6260, pp. 131–149, ISSN: 1866-4733.
  20. (2010) Effective Fuzzy C-Means based Kernel Function in Segmenting Medical Images, Computers in Biology and Medicine, Volume 40, Issue 6, Pages 572-579, (Elsevier Publication) Impact Factor: 1.27, ISSN: 1866-4733.
  21. (2009) Fuzzy clustering Approach in segmentation of T1‐T2 brain MRI, International Journal of Recent Trends in Engineering (IJRTE),Vol. 2( 1-6) pp. 157-160, ISSN 2158-5555.
  22. (2009) Fuzzy target selection in direct marketing, International Journal of Advances in Fuzzy Sets And Systems (AFSS), Vol. 4(3), pp. 313-331, ISSN: 1598 – 5865.
  23. (2008) Fuzzy Model In Decision Making Of Alternatives, Vol. 3, (1), pp. 1 – 19, International Journal of Advances in Fuzzy Sets And Systems (AFSS), ISSN: 1598 – 5865.
  24. (2007) Use of weighted regression for estimating rice yield by satellite data, pages 251-261, 23(3), International Journal of the Japanese Agriculture Systems Society (IJJASS), Japan. ISSN: 0895-7177.
  25. (2007) Fuzzy Error Matrix In Classification Techniques, International journal of Applied Mathematics and Informatics (JAMI), Vol. 26(2008), No. 1-5, pp. 861-876, ISSN: 1598 – 5857.
  26. (2008) A New Segmentation System for MR Images Based On Fuzzy Techniques, Applied Soft Computing (Elsevier Publication), 8, pp. 1599–1606, - Impact Factor: 1.909, ISSN: 1568-4946.
  27. (2006) Preliminary report on regression equations based on remote sensing data to estimate rice yield, pages 177-187, 23(2), International Journal of the Japanese Agriculture Systems Society (IJJASS), Japan. ISSN: 0895-7177.
  28. (2005) A New Clustering Algorithm for Segmentation of Magnetic Resonance Images Based on Fuzzy Clustering and Computer Programming, International Journal on Graphics, Vision and Image Processing (GVIP), Vol. 2, pages 1-8, 2005.-ISSN: 1687-3998.
  29. (2005) Extended Bidirectional Associative Memories: A Study on Poor Education, Mathematical and Computer Modelling, Vol. 42, Issue ¾, PP. 389-395, (Elsevier Publication). Impact Factor: 1.032, ISSN: 0895-7177.

Contributions to conference proceedings

  • (2015) Fuzzy Clustering Systems in Analyzing High Dimensional Database,  
    Proceedings of the ASE International Conference on BIG DATA-2015,  Kaohsiung,
    Taiwan, during 7-9, OCT 2015  , ISBN: 978-1-4503-3735-9
  • (2013) Effective Fuzzy C-Means in Complex Database,   Proceedings of the International Conference on Mathematical Modeling in Computer, Management and Medical Sciences (ICMCMM 2013), pp. 187-198,  2013. Tiruvalla, Kerala, India
  • (2013) Fuzzy Clustering Intelligent Technique In Assisting Data Analysis,   International Review of Applied Engineering Research, pp. 12-15, Vol. 3, Number 6, 2013, ISSN: 2248-9967, Edited by Dr. M S Salit & Dr. G C Mishra.
  • (2012) Kernel Based FCM in Real World Database, Proceedings of the International Conference on Science and Innovative Engineering, ICSIE 2012, 31 March 2012, Chennai, India, ISBN: 978-81-904760-4-1.
  • (2011) Novel Fuzzy C-Means Based Clustering Algorithms in Complex Database,   Proceedings of International Conference on Advanced Computing Methodologies, ICACM-2011(Elsevier Publication), pp. 14–20,  ISBN: 978-93-81269-40-4.
  • (2011)Fuzzy clustering Algorithms in Medical images, Proceedings of International Conference on Nano Science, Engineering & Advanced Computing (ICNEAC’ 11) 8-10, July 2011, Andhra Pradesh, India, pp-462-466.ISBN: 978-81-8465-683-1.
  • (2009) Reconstructed Effective Objective Function of Fuzzy C-Means using Properties of Kernel Function, Proceedings: International Conference on Rough Sets, Fuzzy Sets and Soft Computing, November 5-7,2009,  pp.  553-564,  Edited by R.N. Bhaumik, ISBN : 9788183874175.
  • (2009) Robust Fuzzy C-Means for Medical Image Analysis, Proceeding of the National Conference on Recent Trends in Information Technology (RTIT-2009) pp.80-91, Published by I.K. International Publishing House Pvt. Ltd., New Delhi, India, ISBN: 978-93-80026-82-4.
  • (2009) Effective fuzzy c-mean clustering technique for segmentation of T1-T2 brain MRI, IEEE CS Digital Library, pp 537-539, DOI 10.1109/ARTCom.2009.63, IEEE Computer Society.
  • (2009) Robust Fuzzy C-Means in Classifying Breast Tissue Regions, IEEE CS Digital Library , pp 543-545, DOI 10.1109/ARTCom.2009.46, IEEE Computer Society.
  • (2009) New Robust Fuzzy C-Means based Gaussian Function in classifying Brain Tissue Regions, proceeding of the International Conference on Contemporary Computing, IC3 2009, CCIS 40, pp. 158–169, 2009, Published by Springer-Verlag Berlin Heidelberg 2009.  ISSN: 1865-0929. doi:10.1007/978-3-642-03547-0_16.
  • (2009) New Modified Fuzzy C-Means for Determination of Proper Structure in Data set, “Proceeding of the International Conference on Advances in Computing Communication and Control (ICAC3’09), ACM digital library, pp.177-181, ISBN: 978-1-60558-351-8.

Papers Presented in Conferences

  • (2015)  Effective Fuzzy Possibilistic C-Means: An Analyzing Cancer Medical Database, The ASE International Conference on BIG DATA-2015,  Kaohsiung, Taiwan, during 7-9, OCT 2015.
  • (2015)  Fuzzy Clustering  Systems in Analyzing High Dimensional Database, The ASE International Conference on BIG DATA-2015,  Kaohsiung, Taiwan, during 7-9, OCT 2015
  •  (2014)  Fuzzy C-Means in Finding Available Structure, 5th International Conference on Advances in Computer Sciences, Software Solutions, E- Learning, Information & Communication Technology , (ACSEICT-2014), 6th -7th Sep, 2014, Jawaharlal Nehru University, New Delhi.
  • (2014)  Effective Fuzzy Based Clustering in Complex Database, 5th International Conference on Advances in Computer Sciences, Software Solutions, E- Learning, Information & Communication Technology, (ACSEICT-2014), 6th -7th Sep, 2014, Jawaharlal Nehru University, New Delhi.
  • (2013) Effective clustering techniques: analyzing complex database, Forum for Interdisciplinary Mathematics, Twenty second International Conference of FIM on Interdisciplinary Mathematics, Statistics and Computational Techniques, November 10 - 12, 2013, Waseda University, Japan.
    (2013) Fuzzy Clustering Intelligent Technique In Assisting Data Analysis, International  Conference on Innovative Trends in Natural/Applied Sciences and Energy Technology for Sustainable Development (ITNASETSD 2013), July 27-28, 2013, Jawaharlal Nehru University, New Delhi.
  • (2013) Novel FCM using Kernel Function in Data Analysis, 2nd International  Conference on Recent Advances in Sciences and Engineering ICRASE 2013, April 29-30, 2013, Hyderabad.
  • (2013) Novel Fuzzy C-Means Algorithms: An Analyzing Cancer Data Clustering Problems, 100th Indian Science Congress Association, January 03-07, Kolkatta, India. This paper has been selected for “Young Scientists Award Programme” by Indian Science Congress Association, India.
  • (2012) Effective Kernel Based FCM in Complex Real World Database, has been accepted for paper presentation  in 4th International Conference on Fuzzy Computation Theory and Applications (FCTA-2012), Oct 5-7, 2012, Barcelona, Spain. (2012) Kernel Based FCM: Finding Appropriate Structure in Complex Real World Database, has been accepted for paper presentation  in 9th International Conference on scientific Computing (CSC-2012), July 16-19, 2012, Las Vegas, Nevada, USA .
  • (2012) Novel Fuzzy C-Means in Medical Image Data Analysis, has been accepted for paper presentation in International Conference on Communication Systems and Network Technologies, May 11- 13, 2012, Rajkot / India.
  • (2012) Modified Robust Fuzzy Clustering Algorithms in Segmentation of Medical Images, International Conference on Electronics and Communication Engineering, ICECE 2012, April 6 - 7, 2012, Sri Lakshmi Ammal Engineering College, Chennai, India.
  • (2012) Kernel Based FCM in Real World Database, International Conference on Science and Innovative Engineering , ICSIE 2012, 31 March 2012,  Lord Venkateswara Engineering College, Chennai, India
  • (2012) Novel Fuzzy C-Means in Data Clustering Problems, National Conference on New Innovations in Pure & Applied Mathematics, 28-29, March 2012, Mount Zion College of Engineering & Technology, Tamil Nadu, India.
  • (2011) Effective Fuzzy Clustering Algorithms in Analyzing Medical Database, 77th  Annual Conference of the Indian Mathematical Society (IMS), Swami Ramanand Teerth Marthwada University, Maharastra, India, Dec 27-30, 2011.
  • (2011) “Fuzzy C-Means in Medical Imaging Problems”, has been accepted for paper presentation in International Conference on Data Engineering and Communication Systems (ICDECS 2011), on December 30-31, 2011 at RNS Institute of Technology, Bangalore, India.
  • (2011) Fuzzy Clustering Algorithms in Medical Images, International Conference on NanoScience, Engineering & Advanced Computing (ICNEAC-2011), Swaranadhra College of engineering & Technology, Andhra Pradesh, India, July 8-10, 2011.
  • (2011) Effective FCM in Clustering Complex Dataset, has been accepted for paper presentation in International conference on Computational Intelligence and Communication Networks, October 07-09, 2011, Gwalior, India.
  • (2011) Effective noise clustering techniques for medical images, has been accepted for paper presentation in IEEE International Conference on Communication Systems & Network Technologies (CSNT-2011), June 3-5, 2011, Shri Mata Vaishno Devi University, Katra, Jammu, India.
  • (2011) Modified Robust Fuzzy C-means for Complex Data Analyzing, has been accepted for paper presentation in World Conference on Soft Computing (WConSC 2011), San Francisco, May 23-26, 2011.
  • (2010) Kernel Induced Distance Fuzzy C-Means in Segmentation of Breast Medical Images, IEEE International Conference on Computational Intelligence and Communication Networks, 26-28 Nov 2010, Bhopal, India
  • (2010) Novel Fuzzy Clustering Algorithm in Breast MRI, Awarded “Young Scientists Award Programme” with Cash Award Rs. 25000 by 98th Indian Science Congress Association, January 01-05, Kolkatta, India.
  • (2010)  Effective Weighted Bias Fuzzy C-Means in Segmentation of Brain MRI, ICIAS 2010, June 15-17, Malaysia.
  • (2010) Tolerance Extended with Kernel FCM for Effective Data Clustering, ICDIP 2010, Feb 26 - Feb 28 2010, Singapore.
  • (2009) New Modified Fuzzy C-Means for Determination of Proper Structure in Dataset paper presented in International Conference on Advances in Computing, Communication and Control (ICAC3’09), 23-24 January 2009, Mumbai.
Seminars/Conferences/Workshops Conducted(Last 3 Years): 

 

  • Convener of India-Taiwan Cooperation (2015) - International Workshop on Intelligent
    Data Analysis Techniques (IWIDAT 2015) - funded by DST India & NSC Taiwan - 17th
    March 2015 at Department of Mathematics, Pondicherry University. Funded by DST
    India & NSC Taiwan.
  • Convener of India-Taiwan Cooperation (2014) - International Workshop on Intelligent Data
    Analysis Techniques (IWIDAT 2014) (19th March 2014) in Department of Mathematics,
    Pondicherry University funded by DST, India & NSC Taiwan.
  • Convener of National Conference on Fuzzy Soft Computing Mathematical Analysis
    (October 04-05/2012) in Department of Mathematics, Pondicherry University funded by
    UGC-SAP &NBHM, India.
  • Organizer of one day seminar on the topic “Fuzzy Set Theory” in Department of Mathematics,
    Gandhigram Rural University on Feb 18, 2010 from the financial support of Major Research
    Project Sanctioned by UGC India.

 

Honours / Awards (if any): 
  • Received Best Paper Award for the research paper titled “Effective fuzzy possibility c-
    means: an analyzing cancer medical database” from “The 2015 ASE International
    Conference on Big Data”,  October 7-9, 2015, Kaohsiung, Taiwan.
  • Received Fellowship (JRF/SRF) through GATE (Graduate Aptitude Test in Engineering) 1997.
  • Awarded an appreciation certificate in recognition of my service offered to the Cauvery hostel, Indian Institute of Technology, Madras, as Mess Secretary during the year 1999.
  • Received the “ISCA Best Paper Presentation Award¨ at the 88th Indian Science Congress Association held at New Delhi on January 3-7, 2001 and Cash Award Rs.1000/- 
  • Awarded a grant in the framework of a joint agreement between the Direzione Generale per la Cooperazione allo Sviluppo of the Italian Ministry of Foreign Affairs and the ICTP Programme for Training and Research in Italian Laboratories, 2003 – 2004.
  • Awarded research grant by Director General, National Agriculture Research Center, Tsukuba, Japan, for joint research work on remote sensing data to estimate rice (02/06-03/06).
  • Awarded an appreciation certificate for having conducted teacher training programme at Kandy by Assistant High Commission of India, Kandy, and Ministry of Education of Central Province, Sri Lanka.18-29 Sep, 2007.
  • Awarded a grant by Chinise Post Doctoral Fellowship, for post doctoral work School of Information Science & Technology, Sun Yat-Sen University, China, 2007- but not availed.
  •  Awarded a Grant by DST, and CSIR India, to interact with leading experts in the research topic Fuzzy Clustering in Medical Images at USA.
  • Awarded a grant by DST, India, for delivering a talk on research topic “Fuzzy Clustering in Medical Images”, during an international conference “WCNA 2008”, 2-9, July 2008, Florida University, Florida, USA.
  • Awarded a Post Doctoral Fellowship research grant by the NCKU Project of Promoting Academic Excellence & Development World Class Research Centers for doing Post Doctoral Work at NCKU, Taiwan during April 2009 – October 2009.
  • Received ISCA Young Scientists Award and Cash Award Rs. 25000/-, January 3-7, 2011, for our research paper from 98th Indian Science Congress Association, India.
  • (2013) Novel Fuzzy C-Means Algorithms: An Analyzing Cancer Data Clustering Problems, 100th Indian Science Congress Association, January 03-07, Kolkatta, India. This paper has been selected for “Young Scientists Award Programme” by Indian Science Congress Association, India.
Projects Undertaken: 
Sponsors Name  Period of
Project
Year of Completion
Indo Taiwan Collaborative Research Project
By DST India & NSC Taiwan
Amount Sanctioned-Rs.97,55,800/-
 2013-2016 Ongoing
Major Research Project Sanctioned by UGC India.
Amount Sanctioned-Rs.12,00,000/-
2011 –2014 On going
Major Research Project Sanctioned by CSIR India.
Amount Sanctioned-Rs. 11,00,000/-
2010 –2013 Completed
Major Research Project Sanctioned by UGC India.
Amount Sanctioned-Rs. 6,64,100/-
2007 –2010 Completed
National Agriculture Research Center, Japan    2006 Completed
Books: 

Books:

  • Methods in Environmental Biotechnology for Environmentalists, ISBN-10: 1-59973-094-4, ISBN-13: 978-1-59973-094-3, EAN: 978159973094.
  • Use of Fuzzy Theory to Control Waste Gas Pollution in Environment by Chemical Plants, Dimensions of Pollution, Dr. Ansari,Bhopal [Ed], Vol 1, pp. 111-125, 2001(Book Chapters).ISBN 81-7525-284-7.

Book Chapter Edited

  • (2012): Chapter Title: Computational Intelligence and Medical Applications, Editor: S R Kannan, Edited book on ”Computational Intelligence"  for Encyclopedia of Life Support Systems (EOLSS),   Editor : Hisao Ishibuchi.
Contact Details
Telephone No: 
0413-2654703
Mobile No: 
9865707773
Email: 
srkannan.mat@pondiuni.edu.in & srkannaniitm@mail.com