Research Areas

Academic and Professional Honors

Sponsored Research Projects
S.no Project Title Sponsoring Agency
1. A proof of concept for indoor navigation using real time image recognition algorithm DST - TIDE
2. Fabric Defect Detection DST – FIST
3. ICT Interventions to Promote Entrepreneurship Development of Women SHGs in Salem District, Tamil Nadu through Rural Agricultural Support Centers (Agri BPOs) DST
4 Cloud Brokerage Services involving multiple cloud service providers Academic
5 Data analytics in social networks for causal analysis Academic
6 Actionable Knowledge discovery on social networks Academic



  1. Machine Learning – Stanford University
  2. Hadoop Platform and Application Framework – University of California, San Diego
  3. Intorduction to Big Data – University of California, San Diego
  4. A crash course in Data Science – John Hopkins University
  5. Getting and Cleaning data – John Hopkins University
  6. R programming - John Hopkins University
  7. The data Scientist’s toolbox - John Hopkins University


  1. Fundamentals of Database Systems – IIT, Kanpur
  2. Data Science for Engineers – IIT, Madras
  3. Blockchain Architecture Design and Use Cases  - IIT, Kharagpur and IBM India

Patents Filed

A patent on "Secured Routing Protocol" by Dr. V. Anitha and Dr. J. Akilandeswari has been filed and it is in published status.
Application. No 3822/CHE/2014



  1. N.P. Gopalan, J. Akilandeswari, Web Technology – A Developer’s Perspective, Prentice Hall of India, 2nd Edition, 2014.

International Journals

  1. Akilandeswari, J., Jothi, G., Sabeenian R.S, Iyyanar. P, Paramasivam M.E, Lakshmanan S, Naveenkumar A. “A comparative study of feature detection techniques for navigation of visually impaired person in an indoor environment”, Journal of Computational and Theoretical Nano science (Scopus Indexed), 2018.
  2. Dhayanithi, J & Jeyapal, Akilandeswari. (2018). Interblend fusing of genetic algorithm-based attribute selection for clustering heterogeneous data set. Soft Computing. 10.1007/s00500-018-3669-9. Impact Factor :2.367 
  3. Harshavardhanan, Pon; Akilandeswari, J, “SemaMatch - The SAWSDL Hybrid Semantic Web Service Matchmaker”, Middle-East Journal of Scientific Research, issue 24, vol 12, 3688-3695,  2016.
  4. Shanthi, K. V., Akilandeswari, J., & Jothi, G. (2016). “Mining frequent patterns without tree generation". International Journal of Data Mining, Modelling and Management, 8(3), 265-278.
  5. Elavarasi, S. Anitha, and J. Akilandeswari. "Term Frequency Based Cosine Similarity Measure for Clustering Categorical Data using Hierarchical Algorithm." Research Journal of Applied Sciences, Engineering and Technology 11, no. 7 (2015): 798-805.
  6. Anitha Elavarasi S & Akilandeswari J, 2015, ‘Cosine Based Partition Algorithm For Clustering Breast Cancer Data’, International Journal of Applied Engineering Research, vol.10, no.7, pp. 16769-16789, ISSN : 0973-4562
  7. Subhashini R & Akilandeswari J 2014, ‘A Novel approach for ranking Ontologies based on the structure and semantics’, Journal of Theoretical and Applied Information Technology, vol.65, no.1, pp. 147-153, ISSN : 1992-8645
  8. Subhashini R & Akilandeswari J 2014, ‘An Integrated Ontology Ranking Method for Enhancing Knowledge Reuse, International Journal of Engineering and Technology, vol.6, no.3, pp. 1424-1431, ISSN : 0975-4024
  9. Anitha Elavarasi S & Akilandeswari J 2014, ‘Occurrence Based Categorical Data Clustering using Cosine and Binary Matching Similarity Measure’, Journal of Theoretical and Applied Information Technology, vol.68, no. 1.
  1. T. Deepa, B. Sathiyabhama, J. Akilandeswari, N.P. Gopalan, “ Action Fuzzy based classifier for analysis of Dermotology Databases”, Int. Journal of Biomedical Engineering and Technology, Vol-15, No.4, 2014, 360-379.
  2. Akilandeswari Jeyapal , V.Anitha ,  Lakshmi Nair,”   Enhanced Energy Efficient Associativity-based Routing Protocol, Pensee Journal (ISSN: 0031-4773)Vol. 76, Issue. 8 2014 August.
  3. Akilandeswari Jeyapal, Anitha Vijaya Kumar, "Self-Adaptive Trust Based ABR Protocol for MANETs Using Q-Learning," The Scientific World Journal, Vol. 2014, Article ID 452362, 9 pages, 2014. doi:10.1155/2014/452362
  4. Elavarasi, S. Anitha, J. Akilandeswari, and K. Menaga. "A survey on semantic similarity measure." International Journal of Research in Advent Technology 2, no. 3 (2014): 389-398.
  5. J. Akilandeswari, K. Rajalakshmi, “A Survey on Knowledge Analytics of Text from Social Media”, International Journal of Computer Science and Business Informatics, Vol. 13, No. 1, pp45-61, ISSN: 1694-2108, MAY 2014.
  6. J. Akilandeswari, C. Sushanth, “A Review of Literature on Cloud Brokerage Services”, International Journal of Computer Science and Business Informatics, Vol 10, No1, pp 25-40, February 2014.
  7. J. Akilandeswari, S. Anitha Elavarasi, “ Survey on Clustering Algorithms and Similarity Measure for Categorical Data”, ICTACT Journal on Soft Computing, vol 4, Issue 02, pp 715-722, January 2014.
  8. Fiaz, AS Syed, M. Usha, and J. Akilandeswari. "A Brokerage Service Model for QoS support in Inter-Cloud Environment." International Journal of Informatics and Computation Technology Research (IJICT) 3, no. 4 (2013): 257-260.
  9. Ranjani, R., S. Anitha Elavarasi, and J. Akilandeswari. "Categorical data clustering using cosine based similarity for enhancing the accuracy of squeezer algorithm." update 45, no. 20 (2012).
  10. Akilandeswari Jeyapal, Anitha Vijaya Kumar, Rohith Gowda, “ FPGA Implementation of Enhanced ABR Protocol with Auto Defense towards Malicious Node in MANETs”, Internal Security, Vol 4, issue 2, 137-154, 2012.
  11. J.Akilandeswari, M.Preethi, “Combining Retrieval with Ontology Browsing”, International Journal of Internet Computing, vol 1, issue 1, pp9-13, 2011.
  12. J. Akilandeswari, PonHarshavardha, M. Manjari, “Dynamic Web Service Composition Problems and Solution - A Survey,” MES Journal of Technology and Management, vol. 2, issue 1, pp. 1-5, 2011.
  13. R.Subhashini, Dr. J. Akilandeswari, V.Sinthuja “A Review on Ontology Ranking Algorithms”, International Journal of Computer Applications, Vol. 11 Nov 2011. (impact factor 0.814)
  14. S. Anita Elavarasi, Dr. J. Akilandeswari, “A Survey on Partition Clustering Algorithms”, International Journal of Enterprise Computing and Business Systems, Vol 1 Issue 1 January 2011.
  15. R. Subashini, Dr. J. Akilandeswari, “A Survey on Ontology Construction Methodologies”, International Journal of Enterprise Computing and Business Systems, Vol 1 Issue 1 January 2011.
  16. V.Anitha, Dr. J. Akilandeswari, "Secured message transmission in Mobile AD HOC networks through Identification and removal of Byzantine failures", International Journal of Computer science and Networking, Vol 2, Issue 1, August 2010, pp 14-18.
  17. J. Akilandeswari, N. P. Gopalan, “An Architectural Framework of a Personalized Web Crawler based on User Interests”, INFOCOMP Journal of Computer Science, Vol. 8, No. 2, 2009, pp81-89.
  18. J. Akilandeswari, N. P. Gopalan, “Multi-level Frontier based Topic-specific Crawler Design with Improved URL Ordering”, Computer and Information Science Journal, Vol 1, No 4, 2008, pp 99-106.
  19. J. Akilandeswari, N.P.Gopalan, " A Web Mining System using Reinforcement Learning for scalable Web search with Distributed Fault-tolerant Multi-agents", WSEAS Transactions on Computers, Vol. 4, Issue 1, November 2005, pp 1633-1640. (SCimago factor : 0,038)

International Conferences

  1. Akilandeswari, J., and Jothi, G. “Sentiment Classification of Tweets with Non-Language Features”. Procedia Computer Science, vol. 143, pp. 426-433, 2018.(DOI:10.1016/j.procs.2018.10.414)
  2. Akilandeswari Jeyapal and Jothi Ganesan. “Elimination of Redundant Association Rules—an Efficient Linear Approach”. In Computational Intelligence, Cyber Security and Computational Models. Advances in Intelligent Systems and Computing, Springer Singapore, vol. 412. pp. 171-180, 2016.
  1. Anitha S Elavarasi, J Akilandeswari and K Menaga. Article: Ontology based Semantic Similarity Measure using Concept Weighting. IJCA Proceedings on International Conference on Knowledge Collaboration in Engineering ICKCE:15-20, April 2014. 
  2. Subhashini R, Akilandeswari J & Surumi Haris, 2014, ‘A Combined Approach for Ranking Ontologies and Enhancing Knowledge Reuse’, International Conference on Knowledge Collaboration in Engineering (ICKCE).
  3. Subhashini R & Akilandeswari J, 2014, ‘An Integrated Ontology Selection and Ranking Model Based on the Concept and Semantic Web Link’, Proceedings of the International conference on Inter Disciplinary Research in Engineering and Technology [ICIDRET], vol.10, no.7, pp. 51-56, ISBN : 978-81-929742-0-0
  4. Anitha Elavarasi S & Akilandeswari J, 2014, ‘Categorical Data Clustering using Frequency and Tf-Idf based Cosine Similarity’, Proceedings of the international conference on inter disciplinary research in engineering and technology, vol.10, no.7, pp. 39-43, ISBN : 978-81-929742-0-0
  5. J. Akilandeswari, Anitha.V, Sowmya.P, “Auto defense mechanism for Sybil Attacks in MANETs using QABR Protocol”, ICAECC 2014 IEEE conference at Reva University, 2014 Oct 10-11(Best paper award)
  6. J. Akilandeswari, R. Sathiyasri, “Disambiguation of Keywords in Microposts”, Proc of 3rd IRF Intl. Conference, 10th May 2014, Goa, India, ISBN: 978-93-84209-15-5, pp 22-25.
  7. J. Akilandeswari, M.Usha, A.S.S. Fiaz, “An efficient QoS Framework for Cloud Brokerage Services”, Proc of International Symposium on Cloud Services and Computing, 2012, IEEE Xplore, pp76-80.
  8. S.Anitha Elavarasi, V.Niruba, J Akilandeswari, ”Validation of Clustering Algorithm using indices “, International Conference on Information Communication& embedded System (ICICES, 2012), S.A. Engineering College, Chennail, Feb 2012, pp: 49
  9. R.Subhashini and Dr.J.Akilandeswari, Shanmuga Priya, “Learning Agent based Knowledge Management in Intelligent Tutoring System”, Published in International Conference on Computer Communication and Informatics archived in IEEE Xplore ICCCI 2012, Feb 2012.
  10. T. Deepa, B. Sathiyabhama, J. Akilandeswari, and N.P. Gopalan, “Knowledge Management Techniques for Analysis of Clinical Databases”, In Proc of Advance Computing, Networking and Security (ADCONS 2011), Springer 2012 Lecture Notes in Computer Science, ISBN 978-3-642-29279-8, vol 7135/2012, pp 198-206.    
  11. J. Akilandeswari, Harshavardhanan, Sarathkumar R, “Dynamic Web Service discovery and selection using QoS- broker architecture”, In Proc of International conference on computer communication and informatics  (ICCCI-2012), Sri Shakthi Institute of Engineering and Technology, Jan 9- 11,2012
  12. Subhashini R, Akilandeswari J & Sarumathiy CK, 2011, ‘Integration of Online Ontologies Using Combined Ranking Algorithm’, International Conference on Recent Advances in Technology, Engineering, Management and Science (ICRATEMS 2011).
  13. Subhashini R, Akilandeswari J & Sumathy T 2011, ‘Semi Automatic construction of Ontology for Mobile Phones’, International Conference on Recent Advances in Technology, Engineering, Management and Science (ICRATEMS 2011)
  14. S.Anitha Elavarasi, S.Mohanapriya, J Akilandeswari,” Hierarchical clustering algorithm for Gene Expressin Data Using Shannons Entropy”, International conference on Engineering, Science and Technology (ICEST2011), Dhanalakshmi Srinivasan Engineering College, Perambalur,7-8 April 2011 PP- 79.
  15. S.Anitha Elavarasi, R.Ranjani, J Akilandeswari, ”Modified Squeezer Algorithm for Categorical Data using DISC measure ”,International Conference on Advanced Computing, Networking and Security (ADCONS 2011),National Institute of Technology Karnataka, Surathkal, December 2011, pp: 123-125
  16. J. Akilandeswari, Harshavardhanan K.A. Anjali Krishna, “Semantic Web Service discovery with structural level matching of operation”, In Proc of Advance Computing,Networking and Security (ADCONS 2011), NITK, Surathkal, Dec 16-18, 2011. Springer 2012 Lecture Notes in Computer Science, vol. 713. ISBN 978-3-642-29279-8, pp77-84.
  17. S.Anitha Elavarasi, M.V.Chitra, J Akilandeswari, ”Simulated annealing Based K-Means algorithm for Mixed Dataset”, International conference on Engineering, Science and Technology (ICEST2011), Dhanlakshmi Srinivasan Engineering College, Perambalur,7-8 April, 2011 PP-3.
  18. J. Akilandeswari, S. Anita Elavarasi, Mohanapriya, “Clustering Gene Expression Data using Shannon entropy”, In proc of Intl. conference on Recent Trends in Information Technology, MIT, Chennai, June 2011. Citation 1
  19. J. Akilandeswari, R. Subashini, C.K. Charumathy, ”Integration of Online Ontologies using combined ranking algorithms”, In proc of Intl. conference on Recent Advances in Technology, Engineering, Management and Science, 2011
  20. J. Akilandeswari, R. Subashini, T. Sumathy “ Semi Automatic Construction of Ontology for Mobile Phones”, In proc of Intl. conference on Recent Advances in Technology, Engineering, Management and Science, 2011.
  21. J. Akilandeswari, R. Srinivasan, “Detection of False Positive Pages in Link based Spam Detection Algorithm Using Content Relevance Analysis “, In proceedings of International Conference on Sensors, Security, Software and Intelligent Systems, 2009, pp WT-25 – WT-30.
  22. J. Akilandeswari, N. P. Gopalan, “An Enhanced Rule based Architecture for Exploring Topic Specific Web pages in WWW”, In proceedings of International conference on Contemporary computing 2008, pp 49-54.
  23. J. Akilandeswari, N. P. Gopalan, “Design of an Enhanced rule based Focused Crawler”, IEEE Proceedings of First International conference on Emerging Trends in Engineering and Technology, 2008, pp 798 – 801.
  24. J. Akilandeswari, N. P. Gopalan, “An Architectural Framework of a Crawler for Locating Deep Web Repositories using learning Multi-Agent System”, IEEE proceedings on Third International Conference on Internet and Web Applications and Services, 2008, pp 558-562.
  25. J. Akilandeswari, N. P. Gopalan, “A Novel Design of Hidden Web Crawler Using Reinforcement Learning Based Agents”, Proceedings of 7th International Symposium on Advanced Parallel Processing Technologies APPT 2007, LNCS series, 2007, pp 433-440.
  26. J. Akilandeswari, N. P. Gopalan,  "A Distributed Fault-tolerant Multi-agent Web Mining system for scalable Web search", Proceedings of 5th WSEAS International Conference on Applied Informatics and Communications (AIC '05), Sept 15-17, 2005, pp 384-390.

Academic Background
University/College Degree Year Field of Specialization
National Institute of Technology, Tiruchirappalli Ph.D 2009 Computer Science and Engineering
National Institute of Technology, Tiruchirappalli M.E 2003 Computer Science and Engineering
Periyar Maniammai College of Technology for Women B.E 1996 Computer Science and Engineering (Gold Medalist)

Academic and Industrial Experience: (19 Years)
University/College/Organization Designation Period
Sona College of Technology Professor October 2009 - Till Date
Sona College of Technology Asst. Professor November 2004 – September 2009
Sona College of Technology Lecturer March 1998 - October 2004
Thiagarajar Polytechnic College Lecturer June 1997 - November 1997

Major positions held

Workshops / conferences / FDPs organized

Organized many training programs and conferences. To mention a few

  1. International conference on Intelligent Computing Systems - 2017
  2. IEI National Convention - 2016
  3. National Conference on SMAC technologies - 2014
  4. IEI National Seminar - 2013
  5. Faculty Development programme on Cryptography and Network Security - 2011
  6. Staff Development programme on Advanced Web Technologies - 2012
Ph.D students guided

Subjects Taught / Teaching

Professional Affiliations

Invited Talks
Date Event / Invited Talk Organization
January 2009 Session chair, National conference Code Clave 2009  Govt. College of Engg., Salem
September 2010 Resource person for a workshop on Web Technology on the topic  “XML” National Institute of Technology, Tiruchirappalli
23.10.10 Resource Person for  FDP on Data Mining on the topic “Opinion mining” Kongu Engineering College, Perundurai
29.1.11 Resource Person for  National Symposium on the topic “ Ontology learning” Kongu Engineering College, Perundurai
11.2.2010 Invited talk on “Recent Advances in DBMS” CSI Polytechnic, Salem
29.11.11 Resource Person for  FDP  on  Cloud computing on the topic  “Challenges in DaaS” KSR College of Engineering, Tiruchengode
29.11.11 Invited Talk on Cloud Computing KSR College of Technology, Tiruchengode
22.7.11 Delivered an inaugural address for association on Recent Advances in IT Dhanalakshmi Srinivasan college of Engineering, Perambalur
25.10.11 Resource Person for  FDP  on WSN and deliverd a topic on “Computational Intelligence in Wireless Sensor Networks” Sona College of Technology
17.12.11 -19.12.11 Chaired a session in International Conference ADCONS 2012 NIT, Suratkal
21.9.12 Delivered a special lecture on “Cloud Computing – Issues and Trends” Vellalar college for women, Erode
29.9.12 Chaired a session in National Conference GCE, Salem
10.12.12 Delivered a session on “Analysis of Algorithms” on the Anna University Sponsored FDP Erode Sengunthar Engineering College
10.12.13 Delivered a session on “ Virtual Memory ” on the Anna University Sponsored FDP on Operating Systems – Sona College of Technology
25.01.2014 Handled a session on “Spoken Tutorials ”. -  Workshop on Quality initiatives Quality Improvement Cell, Sona College of Technology,
31.12.2013 & 04.01.2014 Resource person for the NBA Workshop organized for EEE, FT and Mech department faculty members Sona College of Technology, Salem
30.06.2014 & 01.07.2014 Resource person for the NBA Workshop organized PG department faculty members Sona College of Technology, Salem
02.06.2014 Delivered a special lecture on “Data Analytics” M. Kumarasamy College of Engineering
8.12.2014 Asymptotic notations, mathematical analysis of algorithms AU sponsored FDP in KSRCE, Tiruchengode
27.2.2016 Social Media Analytics IEI, Salem Local centre, TPT
29.6.2016 mongoDB Workshop on Big Data Analytics, Department of CSE, Sona College of Technology
17.8.2017 Machine Learning – An Introduction IE(I) sponsored one day seminar on Machine Learning at  Sona College of Technology
31.08.2017 & 1.09.2017 Machine Learning hands-on workshop Vee Technologies
15.05.2018 Introduction to Outcome based Instructional Methods AICTE – ISTE sponsored Induction programme
20.6.2018 Learning styles and assessment Pedagogy training to faculty members, Sona College of Technology
29.06.2018 Introduction to Machine Learning and Linear Regression Mastering Machine learning, 2 days workshop,  Sona College of Technology

Journal reviewer