Dr. V.ILANGO, M.C.A.,MPhil., Ph.D.,

 FIETE, SMIEE, MIE,MIEEECIS

       Professor,

       Department of Master of Computer Applications,

       Head-Research Centre

       CMR Institute of Technology,Bangalore-560037

       E-Mail ID: ilango.v@cmrit.ac.in

Experience 

• 26 Years experience in teaching

• 15 years administration experience

Areas of Interest in Teaching

·         Data Ware Housing and Mining

·         Software Engineering

·         Human Computer Interaction

·         Information System Design

·         Project Management                                                                                                                                                                             

.          Data Science  and Machine Learning

.          User Interface Design

Areas of Interest in Research

.       Data Mining                                                                                                                                                                                  

.         Machine Learning                                                                                                                                                                              

.         Data analytics                                                                                                                                                                                  

.         Health Care                                                                                                                                                                                      

.         Insurance

.         UI/UX

.         Time Series Modelling

.         Agriculture

.         Neuro Computing

Publications

 ______________________________________________________________________________________________________________________

International Journal: 

1.   V.Ilango, et al., Joint Runet++: A Joint Region-Based Unet++-Based Optic Disc and Cup Segmentation with Ensemble Generalization Loss for Glaucoma Disease Prediction,International Journal of Intelligent Systems and Applications in Engineering, 2024, 12(14s), pp. 160–173 (Q3)

2.     V.Ilango, et al., Overt dependence of health insurance industry on healthcare system, Asian Academy of Management Journal , 2021, 26(1), pp. 197–219. ESCI, Web of Science, SCIamgo Q3, Scopus

3.     V.Ilango, et al., “Optimized Machine Learning based Classifications of Staging in Gynecological Cancers using Feature Subset through Fused Feature Selection Process”, International Journal of Advanced Computer Science and Applications  Vol. 11, No. 7, 2020. ,Web of Science, SCIamgo Q3, Scopus

4.     V.Ilango, et al.,  “Evaluation of Machine Learning based Optimized Feature Selection Approaches and Classification Methods for Cervical Cancer Prediction”, Springer Nature Applied Science, Volume 1, Issue 6, June 2019, Springer International Publishing,  Indexed in Scopus

5.     V.Ilango, et al.,  “A Roadmap For Intelligent Data Analysis Using Clustering Algorithms And Implementation on Health Insurance Data”, International Journal of Scientific & Technology Research, Volume 8, Issue 10, October 2019, Issn 2277-8616, Indexed in Scopus.

6.     V.Ilango, et al., A hybrid technique for health insurance fraud detection on highly imbalanced dataset ,International Journal of Innovative Technology and Exploring Engineering, 2019, 8(11), pp. 3498–3501, Indexed in Scopus

7.     V.Ilango, et al., “A Road Map of Optimization Problem Solving Techniques, Nomenclatures and Algorithms”, International Journal of Engineering and Advanced Technology ,Volume-8, Issue-6, August 2019, ISSN: 2249-8958, Indexed in Scopus

8.     V.Ilango, et al.,  ,Cryptographic system models and algorithms for network security, Journal of Advanced Research in Dynamical and Control Systems, 2019, 11, pp. 1177–1183, Indexed in Scopus.

9.     V.Ilango, et al.,“A survey on machine learning techniques for fraud detection in healthcare”, International Journal of Engineering and Technology, Volume 7, Issue 4, 2018 ,Indexed in Scopus.

10.  V. Ilango, S. Mohan Kumar, “Factors For Improving The Research Publications And Quality Metrics”, International Journal of Civil Engineering and Technology (IJCIET) Volume 8, Issue 4, pp. 477–496, April 2017. Indexed in Scopus.

11.  V.Ilango, et al.,  “Outlier detection and influential point observation in linear regression using clustering techniques in financial time series data”, Journal of Theoretical and Applied Information Technology, E-ISSN 1817-3195 / ISSN 1992-8645, Vol. 49. No. 2 – 2013,p.536-549. Indexed  in Scopus

12.  V.Ilango, et al.,  “Statistical Data Mining Approach with Asymmetric   Conditionally Volatility Model in Financial Time Series Data”, International Journal of Soft Computing, ISSN: 1816-9503(Print), Vol.8 (4), December 2013. Indexed in Scopus

13.  V.Ilango, et al., “A Five Step Procedure for Outlier Analysis in Data Mining-Survey”, European Journal of Scientific Research, ISSN 1450-216X Vol.75 No.(2012), p. 327-339. Indexed in Scopus.

14.  V. Ilango, et al., “Analysis of E-commerce challenges in INDIA by using Weka Tool” International Journal of Control Theory and Applications, Volume 9, issue 36, P.363-371 , November 2016. Indexed in Scopus

15.  V. Ilango, et al., “Advanced IMEI and Credit Card Validation Techniques using Layered based LUHN’s Algorithm”, International Journal on Recent and Innovation Trends in Computing and Communication, Volume: 6 Issue: 4, April, pp. 166 – 171. ISSN: 2321-8169. 2018.

16.  V.Ilango, et al, “A Comparative Analysis on Equivalence class partitioning And Boundary value analysis”, International Journal of Recent Trends in Engineering & Research ,Volume 04, Issue 03; March- 2018, pp.542-554, ISSN:  2455-1457.2018.

17.  V.Ilango, et al., “Distributed Data Mining in academic institutions using Intelligent Agents”, International Journal of Recent Trends in Engineering & Research ,  Volume 04, Issue 04; April- 2018, pp.6-13,ISSN:  2455-1457, 2018.

18.  V.Ilango, et al., “Advancement in Healthcare via Cloud-Tech and Automate Crawler Method”, International Journal of Recent Trends in Engineering & Research,    Volume 04, Issue 04; April- 2018 , pp.362-371,ISSN:  2455-1457, 2018.

19.  V.Ilango, et al., “Classification of Vehicles using Image Processing Techniques”, International Journal of Recent Trends in Engineering & Research,    Volume 04, Issue 03; March- 2018, pp.393-401, ISSN:  2455-1457, 2018.

International Conferences

1. V.Ilango, et al.,  A Brief Revolution of Evolution and Resurgence on Machine Learning ,2021 Asian Conference on Innovation in Technology, ASIANCON 2021, Indexed in IEEE Xplore and Scopus.

2. V.Ilango, et al.,  “Importance of Self-Learning Algorithms for fraud detection under Concept drift”, International Conference on Artificial Intelligence and Sustainable Engineering, National Institute of Technology GOA, Conference proceedings with Springer in their prestigious “Lecture Notes in Electrical Engineering (LNEE)“ Series, Will be Indexed in Springer, Scopus. Accepted

3. V.Ilango, et al.,  Multi agent-based framework for interactive learning system with conversational user interface for visually and speech impaired, IOP Conf. Ser.: Mater. Sci. Eng. 1070 012058, 2021

4. V.Ilango, et al.,  Machine Learning Aided Fused Feature Selection based Classification Framework for Diagnosing Cervical Cancer, International Conference on Computing Methodologies and Communication (ICCMC 2020), March 2020, Surya Engineering College, Erode. Indexed in IEEE Xplore and  Scopus

5. V.Ilango, et al.,  Machine Learning Aided Fused Feature Selection based Classification Framework for Diagnosing Cervical Cancer, Proceedings of the Fourth International Conference on Computing Methodologies and Communication (ICCMC 2020), April 2020, Indexed in IEEE Xplore, Scopus

6. V.Ilango, et al., LSTM Neural Network Model with Feature selection for Financial Time series Prediction”, Proceedings of International Conference on ISMAC- Oct 12, 2020, Indexed in IEEE Xplore and Scopus

7. V.Ilango, et al., ”A comparative Study on Machine Learning Techniques in Assessment of Financial Portfolios”, Proceedings of the Fifth International Conference on Communication and Electronics Systems (ICCES 2020), June 10-12, 2020, Indexed in IEEE Xplore and Scopus

8. V.Ilango, et al.,  ” Neural Network Model for Efficient Portfolio Management and Time Series Forecasting”, Proceedings of the International Conference on Intelligent Computing and Control Systems (ICICCS 2020), Indexed in IEEE Xplore and Scopus

9. V.Ilango, et al., “A time-efficient model for detecting fraudulent health insurance claims using Artificial neural networks” , ICSCAN 2020: 3rd International Conference on Systems, Computation, Automation and Networking ,Proceedings of International Conference, Indexed in IEEE Xplore and Scopus

10. V.Ilango, et al., Secure Agritech Farming Using Staging Level Blockchaining and Transaction Access Control Using Micro QR Code,4th International Conference on Computer, Communication and Signal Processing, ICCCSP 2020, 2020, 9315198. Indexed in IEEE Xplore and Scopus

11. V.Ilango, et al., Advanced web pattern categorization and web content personalization Techniques, Proceedings of the 2021 1st International Conference on Advances in Electrical, Computing, Communications and Sustainable Technologies, ICAECT 2021, 2021, 9392614, Indexed in IEEE Xplore and Scopus

12.  V.Ilango, et al.,  Machine Learning-Based Predictive the Forecasting of Short-Term Wind Speed, Journal of Physics: Conference Series , 2021, 1964(5), 052007. Indexed in IEEE Xplore and Scopus

13.  V.Ilango, et al., “Predictive Analytics in Health Care Using Machine Learning Tools and Techniques”,  Proceeding of International Conference  on Intelligent Computing and Control System(ICICCS), Vagai College of Engineering, Madurai, June 17,  p. 492-499, 2018,  Indexed  in IEEE explore and Scopus

National Conference

1.    V.Ilango, “Integrated intelligent data analysis using outlier detection method”,  In the Proceeding of  National Conference On Intelligent Computing And Control For Engineering Applications,  Coimbatore ,Anna University, April 7th & 8th 2011.p.382-386.

 2. V.Ilango, “Intelligent Data Analysis Research Design Using Clustering”, In the Proceedings of National Conference on Recent Trends in Electronic, Communication and Information Technology, CMRIT, Bangalore, April 24, 2010.p.358-360. 

Patents

Patents Published

·       System and Apparatus for displaying text and images and videos for on line interactive teaching and learning for rural learners. Application No:202141026335,India,June 2021

·       Optimeter to Optimize Environmental Condition for Mushroom Cultivation Application No: 202141026334, India, June, 2021

·       System And Methods for Visual Impaired and Speech Impaired for Digital Learning, Application No.202041040245 A , G09B21/00 ,India, September, 2020

·       Spherical Image Encryption (SPIE) for Secured Image Storage,E-2/3505/2017-CHE and Application No. 201741041153 Dt.17.11.2017,India, 2019

·       System and Method for Reliability Assessment of Web Browsers,E-2/1504/2017-CHE and Application No. 201741018883 Dt.30.05.2017,India,2019

·       A Novel Method and apparatus for Reliability Estimation of Component Based Software Systems, E-2/1505/2017-CHE and Application No. 201741018884 Dt.30.05.2017,India,2019

·       Novel Approach for Intelligent Web Mining Techniques Using Semantic Web Application No.201941027535 , G06F16/00,India,2019

·       Novel Method For IMEI And Credit Card Validation Techniques Using Layered Based Luhn'S Algorithm , 201941027536 A, H04W12/00,India,2019

Books

 Nithya, B., V.Ilango.,  An Optimized Data Classifier Model Based Diagnosis and Recurrence Predictions of Gynecological Cancer for Clinical Decision Support System, Lecture Notes on Data Engineering and Communications Technologies, 2020, 31, pp. 661–669, Indexed in  Springer, Scopus.

Social Network Analysis, Charulatha  Publication, Chennai, 2017

Service Oriented Architecture, Charulatha  Publication, Chennai, 2017

Information Management, Charulatha  Publication, Chennai, 2017

Adobe Experience Manager-A Practitioners Gude-6.2, Nithya Printer, Bangalore

Invited Talks

  IEEE-Bengaluru-Section-Expert Lecture given on “ Digital Transformation using Human Computer Interaction and  Open Innovation for Agriculture Research” on 17-7-2021.

  FDP  Session  on  “  HCI  and  Assistive  Technology and  Intelligent Assistant  for Visually  Impaired .on 7-2-2021, AICTE-ATAL-FDP  on  Human  Centre Computing  organized  by CMRIT-Bengaluru.

  AMC – Christ  University,  Bengaluru  Chapter Technical  Session on  “HCI  and  Assistive  Technology and  Design  Thinking”  on 26-11-2020

 .Role of Mentoring in Higher Education-A need for 21st Century, 21-05-2018, Priyadarshni College of Engineering, Vaniyambadi, Tamilnadu 

. Research Frontiers in IOT and  Data Science, 15-12-2017, AICTE Sponsored National Level Technical  FDP, New Horizon College of Engineering, Bangalore 

. Role of Mentoring in Higher Education-A need for 21st Century, 25-11-2017, Reva University, Bangalore.

. Role of Mentoring in Higher Education-A need for 21st Century, 20-06-2017, Kalasalingam  University,  Srivilliputtur, Tamilnadu

. Role of Mentoring in Higher Education-A need for 21st Century, 19-05-2017, Sir MVIT, Bangalore.

Events Attended

. Quality in Higher  Education, Management Conclave, 16-03-2018, Taj West End, Karnataka Post Graduate College Association

. Leader as a Change Maker, MDP-Management Development Program, 12-10-2017 -to-13-10-2017, New Horizon Quality Assessment and Skill Development Centre, New Horizon Educational Instituion, Bangalore.

. Industry 4.0: Engineering the Interface with Real World, Conference, NIMHANS Convention Centre, Bangalore, Indian Technology Congress-ITC-17