Faculty

Dr. Bindiya M. Varghese

Ph.D, HOD

Rajagiri School of Computer Science

bindiya@rajagiri.edu

Bindiya M Varghese, holds a doctorate in Computer Science from Faculty of Technology, Cochin University of Science and Technology and is the First Rank Holder in Masters in Computer Applications, M. G University, Kottayam. She has more than 11 years of Post Graduate Teaching Experience and has published many research papers in Journals and Proceedings of International repute. She is a known resource person in the area of Data Mining.

Education

Ph.D. Faculty of Technology, Cochin University of Science and Technology, 2014

MCA from MG University , 2002

BCA from MG University , 1999

Awards

First Rank Holder, MCA 1999-2002 batch, M G University

College Topper, BCA, 1996-1999 batch, M G University(Fifth Rank)

Online Certifications

  • Course on The Data Scientist's Toolbox authorized by Johns Hopkins University and offered through Coursera.
  • Course on R Programming authorized by Johns Hopkins University and offered through Coursera.
  • Understanding Research Methods (Authorized by University of London and SOAS University of London and offered through Coursera)

Work Experience

Rajagiri School of Computer Science, from June2003 till date.

Guest Lecturer, M A College Kothamangalam

Guest Lecturer, Vidya Bharati, Kalamassery

Publications

  1. Bindiya M Varghese, Unnikrishnan A, K Poulose Jacob,"Visualization of Mixed Attributed High-Dimensional Dataset Using Singular Value Decomposition",Big Data Technologies and Applications,7th International Conference, BDTA 2016, Seoul, South Korea, November 17–18, 2016, Springer.
  2. “Digital Semiotics”, South Asian Journal of Socio-Political Studies”, Vol.6, No. 2, January-June 2006, pp 122-125.
  3. Bindiya M Varghese, Unnikrishnan A, “Recursive Decision tree induction based on homogeneousness for data clustering”, Proceedings of International Conference on Cyber worlds, IEEE Computer Society Press, China, Sep 2008. ISBN 978-0-7695-3381-0
  4. Bindiya M Varghese, Unnikrishnan A, Paulose Jacob, " Information Content Extraction on Quad Trees for Active Spatial Image Clustering" , World Congress of Computer Science Information Engineering, IEEE Computer Society Press, Mar 2009.ISBN- 978-0-7695-3507-4
  5. Book Chapter, “Enhanced Spatial Mining Algorithm Using Fuzzy Quadtrees”, Bindiya M. Varghese, A. Unnikrishnan and K. Poulose Jacob, Communications in Computer and Information Science, 1, Volume 250, Computational Intelligence and Information Technology, Part 1, Pages 110-116, Springer. ISBN- 978-3-642-25734-6_17
  6. Bindiya M Varghese, Unnikrishnan A, Paulose Jacob, ,Justin Jacob, "Correlation Clustering Model for Crime Pattern Detection", IJACT: International Journal of Advancements in Computing Technology, Vol. 2, No. 5, pp. 125 ~ 128, 2010 ISSN : 2005-8039,  (SJR-0.65/ impact factor(cites/doc-2years)-4.08, H-index- 16)
  7. Bindiya M Varghese, Jose Tomy J , Unnikrishnan A , Poulose Jacob K  , “Clustering Student Data to Characterize Performance Patterns”, Special Issue on Artificial Intelligence, IJACSA 2011; 138-140. ISSN : 2156-5570
  8. Bindiya M Varghese, Unnikrishnan A, Poulose Jacob, K, “Spatial Clustering Algorithms- An Overview”, Asian Journal of Computer Science And Information Technology 3: 1 (2013) 1 – 8
  9. Bindiya M Varghese, Unnikrishnan A, Poulose Jacob K, “A Framework for Clustering High-Dimensional Mixed Attributed Data set”, ICIPT2013: 2013 8th International Conference on Information Processing, Management and Intelligent Information Technology (ICIPM, ICIIP), ACM International Conference Proceeding Series (ICPS) , South Korea, April 1-3, 2013
  10. Sabeen Govind, Sajila M.K, Bindiya M Varghese," A two stage data hiding scheme with high capacity based on interpolation and difference expansion" International Conference on Emerging trends in computing, ICETIC 2015(India), Procedia Computer Science, Elsevier.

Invited Talks & Presentations

  1. Resource person, MCA Orientation Programme, SNGCE Kadayiruppu
  2. Dr. Bindiya M Varghese presented a session "Crossing the world! Bridging the gap" in First Industry-Academia Conclave on Emerging Trends in Technology - Rajagiri Center for Business Studies, Kochi. 17th February.
  3. Resource Person, FDP, Model Engineering College , July 2016.
  4. Presented a paper titled "A Comparative study on different hierarchical agglomerative clustering methods using cophentic coefficient" in the AICTE sponsored National Seminar on "Role of Mathematics & Computer Science in New Technologies", March 2007.
  5. Presented a paper titled "Recursive decision tree induction based on homogenousness for data clustering" in the National Conference on Web intelligence, December 2006.
  6. Invited Talk on Data Mining, BPC College, Piravom
  7. Invited Talk on Orange –A Data Mining Tool, FISAT, Angamaly.
  8. Resource Person, Workshop at Rajagiri School of Engineering and Technology.

Research Projects

  1. Enhanced Spatial Mining Algorithm Using Image Extraction on Quad trees. Computer Society of India. File No : 1-14/2009-04, March 2009

Administrative Roles

  1. Chairperson, Board of Studies, Dept. of Computer Science, St. Alberts College (Autonomous), Ernakulam
  2. Chairperson, Board of Studies, Dept. of Computer Science,  Rajagiri College of Social Sciences (Autonomous), Kalamassery
  3. Member, Academic Council, Rajagiri College of Social Sciences (Autonomous), Kalamassery
  4. Head of the Department, Dept. of Computer Science, Rajagiri College of Social Sciences, Kalamassery from August 2014- till date.
  5. Conference Coordinator, International Conference on Knowledge Engineering- Theory and Practices, July 2015
  6. Centre Coordinator for the "National Standards Examination- July 2007" conducted by the Computer Society of India (CSI).

Refresher Programmes/Conferences

  • Short term course on R programming organized by Dept. of Computer Science, M A College of Engineering, Kothamangalam from 21st to 23rd July 2016.
  • Attended a 2 week AICTE-ISTE short term training programme on Emerging Technologies and Applications in Networking from 10-22 December 2007.
  • Attended a two week AICTE Sponsored Staff development Programme on Advanced Mathematics and Computer Science from 12th to 26th March 2007.
  • Two day National Conference on Innovations in Information and Communication Technology - NCIICT 2006, organized by PSG College of Technology, Coimbatore on July 7-8, 2006.
  • Attended a two day   workshop in “Information Delivery Systems for Academic and Research Institutions (IDSARI 1.0) “at Rajagiri College Of Social Sciences from 24th-25th September 2012.
  • 5-Day Mission 10x workshop, April 20-24, 2009, organized by Wipro Technologies.
  • Two day National Conference on Computational Science and Engineering - NCCSE 2009, organized by Rajagiri School of Computer Science, on February 6-7, 2009.
  • Two day National Conference on Innovations in Information and Communication Technology - NCIICT 2006, organized by PSG College of Technology, Coimbatore on July 7-8, 2006.

Professional memberships & certifications

Dale Carnegie Certification

Member, Association for Computing Machinery (ACM)

Member, International Association of Engineers (IAENG)

Member, Computer Society of India (CSI)

Areas of interest  

Spatial Clustering, Data Mining, Visualization

Presentation made in the Rajagiri Faculty Council

  • Training on Moodle
  • Matlab, An Introduction
  • Real-Time Disease Surveillance Using Twitter Data: Demonstration on Flu and Cancer by Kathy Lee Ankit Agrawal Alok Choudhary 
  • “12 Best Software Ever Made”
  • AVL Trees