Dr.M.Kanchana

Dr.M.Kanchana

Associate Professor
Email ID: kanchanm@srmist.edu.in
Area: Machine Learning, Image Processing, Pattern Recognition, Data Mining
Affiliation: Department of Computer Science and Engineering, Kattankulathur Campus, SRM Institute of Science and Technology (formerly known as SRM University).

Other Details:

Courses

• Complier Design
• Object-Oriented Analysis &Design,
• Software Project Management
• Data Warehousing & Data Mining
• Programming in C and C++
• Data Structures
• Design and Analysis of Algorithms
• Operating System
• Computer Architecture

Research Interests

• Machine Learning
• Image Processing
• Data Mining
• Pattern Recognition
• Deep learning
• Artificial Intelligence

Selected Publications

• Kanchana Mani and Varalakshmi Perumal 2016, ‘Computer Aided System for Breast Cancer in Digitized Mammogram using Shearlet Band Features with LS-SVM Classifier’, International journal of wavelets multiresolution analysis and information processing,Vol.14,no.3,pp. 1650017-1 - 1650017-15, Print ISSN: 0219-6913 Online ISSN: 1793-690X.
• Kanchana Mani and Varalakshmi Perumal 2016, ‘Performance Evaluation and Comparative analysis of various Machine Learning Techniques for diagnosis of Breast Cancer’, Biomedical Research, Vol.27, no.3.pp.623-631, ISSN : 0970-938X.
• Kanchana Mani and Varalakshmi Perumal 2015, ‘Breast Cancer Diagnosis Using Wavelet Based Threshold Method’, Middle-East Journal of Scientific Research, Vol.23, no.6, pp. 1030-1034, ISSN : 1990-9233.
• Kanchana Mani and Varalakshmi Perumal 2015, ‘Breast Cancer Detection Using Multi-resolution Diatric Microarray Curvelet Transform’, Research Journal of Applied Sciences, Engineering and Technology, Vol. 9,no.12, pp. 1083-1090, ISSN : 2040-7459.
• Kanchana Mani and Varalakshmi Perumal 2015,‘ A Computer Aided Breast Cancer Diagnosis System Based on Shearlet Moments’, Journal of Pure & Applied Microbiology, Vol. 9, no. Special Edition pp. 117-125, ISSN: 0973-7510
• Kanchana Mani and Varalakshmi Perumal, " Discrete Shearlet Transform Based  Classification Using Block Based Energies", European Journal of Scientific Research (Annexure-II), Vol. 102 No.1, pp.22-29 May 2013.
• Kanchana Mani and Varalakshmi Perumal 2013, ‘Texture Classification Using Discrete Shearlet Transform’, International Journal of Scientific Research, Vol 2, no. 6, pp.194-196, ISSN : 2277- 8179.
• Kanchana Mani and Varalakshmi Perumal 2013, ‘Non Subsampled Shearlet Transform Based Texture Classification Using Sub Band Energy’, Indian Journal of Applied Research, Vol. 3, no.8, pp.285-287, ISSN :2249-555x.

Papers Presented

• Kanchana M and Varalakshmi Perumal 2017, ‘Identification of Microcalcification using Wavelet Signatures’, International Conferences on Recent Trends in Science, Engineering and Management, Karpaga Vinayaga College of Engineering and Technology, Madhuranthagam ,pp.1-6.
• Kanchana M and Varalakshmi Perumal 2017, ‘Mass Identification in Digital Mammogram using Active Contour Model’, Fourier Descriptor and Neural Networks’, Fourth International Conference on Advanced Research in Engineering and Applied Sciences, SRI Engineering College, Vandavasi pp. 16-19.
• Kanchana M,Silvia Rose & Janaki P 2017," Performance analysis and detection of mass in digital mammogram using RFT", International Conference on Recent Trends in Science ,Engineering and Management, Karpaga Vinayaga College of Engineering and Technology, Madhuranthagam.
• Kanchana M, Sachin kumar & Balaji 2017," Performance analysis and detection of mass in digital mammogram using RFT", International Conference on Recent Trends in Science ,Engineering and Management, Karpaga Vinayaga College of Engineering and Technology, Madhuranthagam.
• Kanchana M and Varalakshmi Perumal 2016, ‘Analysis Of Microcalcification Classification Using Shearlet Sub Band Features’, IEEE sponsored Fifth International Conference on Computing of Power ,Energy & Communication, Adhiparasakthi Engineering College, Melmaravathur, pp. 151-158.
• Kanchana M 2016, ‘Detection of brain tumor & lung cancer using daubenchies and watershed transform, International Conference on Futuristic Trends in Computer Science Engineering & Information Technology, Thiruvallur College of Engineering and Technology, Vandavasi.
• Kanchana M & Sivasakthi R 2016, ‘Mammographic masses detection and comparison using vocabolary tree, SVM & ANN, International Conference on Recent Research in Engineering, SKR Engineering College,Chennai .
• Kanchana M , Geethu S.Kumar &  Gopika VS 2013,' IRIS Code Recognition using Gabor Filters', International Conference on Futuristic Trends in Electronics Engineering, Thiruvallur College of Engineering and Technology, Vandavasi.
• Kanchana M 2012,' Proof of Integrity of data in cloud storage', National Conference on Emerging Trends and Developments in Engineering and Technology, Manakula Vinayagar Institute of Technology, Puducherry.
• Kanchana M  2006,'Self  Organized  Cellular Networks', National Conference on Trends in Electronics, Computers and Communications, Thanthai Periyar Government Institute of Technology, Vellore.

Working Papers

• Breast Cancer Classification in Digital Mammogram using RFT Classifier and GA
• Mass Detection in Mammogram using Dual Tree Complex Wavelet Transform

Academic Experiences

• Associate Professor / CSE, SRMIST, Kattankulathur from 14.06.19
• Professor & Head / IT, Karpaga Vinayaga College of Engineering and Technology, Madhuranthagam, from 05.08.2008 to 21.04.2017
• Asst.Professor & Head / CSE, Karpaga Vinayaga College of Engineering and Technology, Madhuranthagam , from 17.06.2005 to 04.08.2008
• Senior Lecturer / CSE, , Karpaga Vinayaga College of Engineering and Technology, Madhuranthagam,  from 10.06.2004 to 16.06.2005
• Lecturer / CSE, Karpaga Vinayaga College of Engineering and Technology, Madhuranthagam, from 28.10.2002 to 09.06.2004
• Lecturer / CSE, Adhiparasakthi Engineering College, Melmaruvathur, from  02.06.1999 to 16.09.2002

Other Professional Experiences

• Chairman -Central Valuation board in  CSE of  Anna university examination,2015-2016
• Member - Pre-valuation board meeting  in CSE of  Anna university examination,2015-2016
• Convenor for National Level Technical Symposium from 2007 to 2011
• Convenor for National Conference on  Recent Innovations in Advanced Computing & Technology from 2012 to2016
• Anna University Representative  for conducting Anna university examination
• Organizing Secretary  for  International Conference Recent Trends in Science, Engineering and Management, March 2017
• Coordinated the CSE Dept for obtaining the accreditation (2008-2011) by the NBA
• Discipline committee Member from 2005 to 2017
• Staff Selection Committee member  from 2005 to 2017
• Class Committee Chairperson from 2005 to 2017
• Student Assignment Committee Convenor from 2014 to 2016
• Stock Verification Committee Convenor 2008 to 2017
• Anti Ragging Committee member 2008 to 2017
• Annual Day, Sports Day and Graduation Day and many other events conducted in the College

Achievements and Awards

• Received the grant of Rs.75000 (seventy five thousand rupees), from Department of Biotechnology, Government of India, New Delhi, 2013
• Appreciation Awards for producing 100% results in many theory subjects
• Book Published on " Computer Practice lab II  (Revised  Edition)", through Sri Maruthi Publishers, Chennai – 49, January 2011
• Book Published on " Fundamentals of Computing Programming ", through Sri Maruthi Publishers, Chennai – 49, August 2010
• Book Published on " System Software (Revised  Edition)", through Charulatha Publications, Chennai - 33, July 2009
• Book Published on " Design and Analysis of Algorithms", through Charulatha Publications, Chennai - 33, January 2008
• Book Published on " Computer Practice-I" through Mani Krishna Publications, Chennai - 96, July 2002

Memberships

• ISTE Life time Member (Member Number :LM86369)
• IAENG Life time Member (Member Number: 117934)
• IACSIT Life time Member (Member Number: 80343788)