K.V.Uma

kvuit@tce.edu

Educational Qualification

DEGREE BRANCH INSTITUTE YEAR
B.E CSE SONA COLLEGE OF TECHNOLOGY 2002
M.E CSE THIAGARAJAR COLLEGE OF ENGINEERING 2010
Ph.D ICE ANNA UNIVERSITY

Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
07-06-2010 to Till date 9 Assistant Professor Thiagarajar College of Engineering

Publications

Journals

  1. Intelligent dynamic grouping for collaborative activities in Learning Management System,Journal of Engineering Education Transformations ,Volume 34 , No. 2, October 2020, ISSN 2349-2473, eISSN 2394-1707
  2. K.V.Uma,M.Deebika,I.Rathna ,Vairam sujitha M,Fraud detection in cheque truncation system,International Journal Of Management,Technology And Engineering,ISSN 2249-7465 ,(UGC Approved Journal),2018
  3. K.V.Uma,M.Deepika,Vairam Sujitha,Set based Similarity Measure for User based collaborative filtering recommendation system,Lecture Notes on Data Engineering and Communications Technologies (Proceeding of the International Conferenceon Computer Networks,Big Data and IoT (ICCBI - 2018)),Volume 31,Springer (Scopus ID:21100901469)
  4. Classifier Model Using Renyi Entropy for Prediction of Adverse Event Thyroid Cancer International Journal of Printing, Packaging & Allied Sciences, Vol. 4, No. 3, December 2016, ISSN 2320-4387 |
  5. Classification of Adverse Event Thyroid Cancer using Naïve Entropy and Association Function, Indian Journal of Science and Technology, Vol 9(4), DOI: 10.17485/ijst/2016/v9i4/87042, January 2016, ISSN (Print) : 0974-6846ISSN (Online) : 0974-5645
  6. K.V.Uma, Prediction of Adverse Drug Reactions due to Drug-Drug Interactions Using Probability Analysis, International Journal of Data Mining and Knowledge Engineering, 2012- ISSN 0974 9683
  7. Improving the Classification accuracy of Noisy Dataset by Effective Data Preprocessing ,IJCA,Volume 180 - Number 36,DoI : 10.5120/ijca2018916908,2018
  8. C5.0 Decision Tree Model using Tsallis Entropy and Association Function for General and Medical Dataset,Intelligent Automation and Soft Computing,Vol-26,N0-1,61-70,DOI 10.31209/2019.100000153,March 2020

Conferences

  1. Shruthi P,Varthana C, Varsha A, K.V.Uma,Prediction Of Breast Cancer Using Feature Selection And Classification,Seventh International Conference on Business Analytics and Intelligence,IIM Bangalore, 5-7 December, 2019
  2. P.Shobana,S.Nandhini,J.Keerthi,K.V.Uma,Detection Of Thyroid Disease By Using Feature Selection And Classification ,National Conference on Machine Learning and Artificial Intelligence ,Organised by Coimbatore Institute of Technology in association with Data Centre and Analytics Lab, IIM Bangalore & Analytics Society of India, August 26-27, 2019
  3. V. Gunamathi, M. Rashmi, H. Nilofar Nisa, K.V.Uma, Brain Image Segmentation For Tumor Detection Using Deep Learning,National Conference on Machine Learning and Artificial Intelligence ,Organised by Coimbatore Institute of Technology in association with Data Centre and Analytics Lab, IIM Bangalore & Analytics Society of India, August 26-27, 2019
  4. K.V.Uma,S. Pudumalar,E.Sharon Blessie,"A Combined Classification Algorithm based on C5.o and NB to predict Chronic Obstructive Pulmonary disease",IEEE International Conference on Computational Intelligence and Computing Research,December 13-15,2018
  5. K.V.Uma,"Set based Similarity Measure for user based collaborative filtering Recommendation System",Springer -International Conference on Computer Networks,Big data and IOT,December 19-20,2018
  6. K.V.Uma,E.Sharon Blessie ,"Survey on Android Malware detection and protection using Data Mining algorithms",International conference on I-SMAC(IOT in Social,Mobile,Analytics,Cloud),30-31 August 2018
  7. K.V.Uma, S.Haseena Banu,E.Krishnapriya, K.S.Ramya , ”A Survey on Various Entropies Used in Classification algorithms “ National Conference on Big Data Analytics and Mobile Technologies (NCBM 2017),24-25 March2017.
  8. K.V.Uma , K.Pandiselvi,“Enhancement of AHP-Apriori Algorithm for Association Rule Mining of the Healthcare Data” International Conference On IoT, Data Science and Security, 5-7 January, 2017
  9. K.V.Uma,C.R.Shiyamala Devi,Vinmugil ,“Analyze Various Data Mining Clustering Algorithms For Pharmacy Dataset”, International Conference on Business Analytics and Intelligence, IISc, Bangalore during 19th – 21st Dec 2016
  10. K.V.Uma,S.Pudumalar,T.S.B.Akshara,R.Nandhini,”Predicting the chances of offering scholarship to students, International Conference on Business Analytics and Intelligence”, IISc, Bangalore during 19th – 21st Dec 2016
  11. K.V.Uma,K.Pandiselvi, “Survey on Association Rule Mining Algorithms “,International Conference on Engineering and Technology (ICET),Dec2016
  12. P.Karthikeyan ,K.V.Uma,A.M.Abirami,M.Thangavel “Efficient Assessment Methods for Improving the Programme Outcomes of Undergraduate - Information Technology Programme in India” Fourth IEEE International Conference on MOOCs, Innovation and Technology in Education (MITE'16),9-10 Dec,2016
  13. Effectiveness of Mobile Learning at TCE, India: A Learner Perspective, IEEE International Conference on T4E, 2015.
  14. PREDICTION OF STUDENTS PLACEMENT USING LOGISTIC REGRESSION,Third International Conference on Business Analytics and Intelligence ,26-12-15 to 28-12-15,IIM Bangalore
  15. Identification of Factors causing Breast Cancer using Maximum Likelihood Estimation and Varimax Rotation,National conference onFrontiers in Applied Sciences and Computer Technology,NIT,Trichy,March -2015
  16. Classification of Adverse drug reactions using Improved decision tree algorithm,Second International conference on Big data and analytics in healthcare- 2014
  17. Enhancing the accuracy of Improved ID3 Algorithm Using Feature Selection Technique, ICEISMS 2013
  18. K.V.Uma, Enhancing the Prediction of Adverse Drug Reactions by Data Pre-processing and Feature Selection, International Conference on Design and Application of Structures, Drives, Communicational and Computing Systems, Vol-1
  19. K.V.Uma, Classification of unanticipated episodes by temporal association, National Conference on Imaging,Computing,Object and Mining, 511-517
  20. K.V.Uma, Mining unexpected temporal association detecting adverse drug reactions, International Conference on Bio Informatics and Systems Biology , 34
  21. K.V.Uma Associative Classification Of Infrequent Items On Temporal Data,NCKDDM 11,

Books

  1. Optimization of User Based Collaborative Filtering , LAMBERT Academic Publishing,ISBN-10: 6200325928,October 2019

Industry Interactions

COMPANY NAME NATURE OF WORK PERIOD DETAILS
CTS One Credit Course 18-08-2018 to 19-08-2018 One Credit Course on Applied Predictive Modeling using Python
CTS One credit course 07-03-2015 to 08-02-2015 One Credit COurse on Data Warehousing and Business Intelligence

Seminar, Conference, Workshop Attended

  1. AICTE Training and Learning(ATAL) Academy Online FDP on Data Sciences organised by University College of Engineering,Kakkinada, 05-10-2020 to 09-10-2020
  2. Webinar on Integrated Development Environment for IoT Applications organised by Department of Computer Science and Engineering, Harcourt Butler Technical University , Kanpur , 26-05-2020 to 26-05-2020
  3. 3 days of video lectures and hands-on work on IIT Bombay BodhiTree platform -organised by the Teaching Learning Centre (ICT) at IIT Bombay,funded by the Pandit Madan Mohan Malaviya National Mission on Teachers and Teaching (PMMMNMTT), MHRD, Govt. of India, 23-05-2020 to 23-05-2020
  4. TEQIP-III Sponsored Two day Faculty Development Programme on Design, Develop and Deliver online courses through MOODLE platform,organised by Department of Technical Education .State Project Implementation Unit - Tamil Nadu & Coimbatore Institute of Technology, 23-04-2020 to 24-04-2020
  5. Two week online course on Digital Transformation in Teaching-Learning Process (DTITLP) course organised by NPIU and conducted by IIT Bombay on SWAYAM, 06-04-2020 to 22-04-2020
  6. TEQIP III sponsored one day workshop on "CDIO based Curriculum Design" at TCE, 22-08-2019 to 22-08-2019
  7. AICTE-QIP Sponsored one week short term course on "Research Issues and Challenges in Data Science and Big Data Analytics" at TCE , 18-03-2019 to 24-03-2019
  8. TEQIP III sponsored One Week Short Term course on Machine Learning Techniques in Modern Manufacturing,TCE, 10-12-2018 to 16-12-2018
  9. AICTE Sponsored Two weeks FDP on COntext Aware Recommender System in Cloud Environment, 20-11-2017 to 03-12-2017
  10. One day workshop on “Standard Operating Procedures for TCE”,TCE,22-Nov-2016, 22-11-2016 to 22-11-2016
  11. TEQIP II Sponsored workshop on “ICT tools for Engineering Education”,TCE,9-Nov-2016 , 09-11-2016 to 09-11-2016
  12. DST-SERB Sponsored 3-day seminar on Current Research Trends in Computational Techniques in Bioinformatics,TCE, 21-09-2016 to 23-09-2016
  13. One day Seminar on Research issues in Automata Theory and Its Applications,TCE, 31-08-2016 to 31-08-2016
  14. TEQIP Sponsored Two days Faculty Development Program on Recent Trends in Computer Architecture,TCE, 21-07-2016 to 22-07-2016
  15. TEQIP sponsored two day workshop on Evolutionary Optimization Algorithms and Applications ,TCE., 04-03-2016 to 04-03-2016
  16. TEQIP Sponsored Two Days Workshop on Exploratory and Statistical Analysis using R, 06-11-2015 to 07-11-2015
  17. Participated in Techathon 2015 conducted by SIDA(Software Industries Development Association), 19-08-2015 to 19-08-2015
  18. TEQIP Sponsored Two Days IEEE FDP on Machine Learning and Internet of Things,TCE, 08-05-2015 to 09-05-2015
  19. IBM sponsored one day workshop on , 26-02-2015 to 26-02-2015
  20. TEQIP sponsored two day training programme on "Management of Quality Circles for Effectiveness of Educational Institutions" organized by Quality circle Forum of India Chennai Chapter and TCE, 30-10-2014 to 31-10-2014
  21. TEQIP sponsored FDP Designing Engineering Education Research Studies organised by Centre for Engineering Education,TCE, 20-08-2014 to 22-08-2014
  22. TEQIP II and CSI SIGDATA sponsored one week workshop on Databases-Learning through activity, 23-06-2014 to 27-06-2014
  23. One day workshop on Leadership Class Apart conducted by TCS, 05-03-2014 to 05-03-2014
  24. TEQIP sponsored workshop on "Outcome Based Education " held at Thiagarajar College of Engineering, 12-11-2013 to 13-11-2013
  25. Workshop on Advanced computing and communication held at Hindustan University, 24-10-2013 to 24-10-2013
  26. Mission10X -Engineering Faculty Workshop ,conducted by Wipro, 11-09-2013 to 13-09-2013
  27. One day Workshop on Recent Trends and Research challenges in Business Analytics and Optimization, 13-08-2013 to 13-08-2013
  28. One day seminar on Recent Trends and Research Challenges in Business IntelligenceTCENational,, 29-11-2012 to 29-11-2012
  29. Knowledge Discovery in databases and R for Big Data Analysis,K.L.N.C.I.T, 14-08-2012 to 14-08-2012
  30. One day FDP on Mobile Computing by TCS, 03-08-2012 to 03-08-2012
  31. FDP on Data Mining by Honeywell, 31-07-2012 to 31-07-2012
  32. FMAST ICE - Formalisms,Methodologies,Algorithms and Solution Techniques, 15-03-2012 to 16-03-2012
  33. Five days FDP on Information Storage and Management conducted by EMC2 at TCE , 26-12-2011 to 30-12-2011
  34. DRDO sponsored one day seminar on Multicore TechnologiesTCE ,1 day, 08-12-2011 to 08-12-2011
  35. Soft Computing and SimulatorsP.S.N.A college,Dindigul, 24-03-2011 to 24-03-2011
  36. Software Testing, TCE, 1 day
  37. Course On Tivoli Directory Service conducted by IBM, TCE, 4 days
  38. Recent trends in Data Mining, Thiagarajar College of Engineering, 2 days
  39. Rational Application Development, TCE, 4 days
  40. Adobe Flex builder, TCE, 1day

Seminar, Conference, Workshop Organised

  1. TEQIP III sponsored Two day workshop on Machine Learning Algorithms in Big Data Analytics for Engineering Applications, 11-09-2019 to 12-09-2019
  2. IEEE International Conference on Computational Intelligence and Computing Research, 13-12-2018 to 15-12-2018
  3. TEQIP sponsored Two days workshop on Recent Trends and Research Challenges in Deep Learning, 30-08-2018 to 31-08-2018
  4. One day ACM Eminent Speaker Programme on IT Operational Analytics, 28-11-2015 to 28-11-2015

Ph.D Guidance/Supervisorship

NAME OF SCHOLAR COURSE AREA OF RESEARCH STATUS
V.SHANMATHY M.E/M.S Data Mining Completed
K.PANDISELVI M.E/M.S Data Mining Completed
E.SHARON BLESSIE M.E/M.S Data Mining Completed

Lectures Delivered

TOPIC DELIVERED AT PERIOD
"Innovative Teaching Methods" for Polytechnic Faculties AICTE Sponsored one week STC on Design Thinking for Academic Excellence through Language atThiagarajar College of Engineering 02-02-2018 to 02-02-2018
Combinational Logic Anna University Regional Centre Madurai 12-12-2013 to 12-12-2013

Awards / Recognition Received

  1. Placed in Par Excellence presentation category in 21st convention on Quality circles in Education at DMI college of Engineering ,Chennai, Quality Circle Forum of India,Chennai Chapter
  2. Facilitator for the student team "HYPATIA" whom has placed in "Par Excellence" Category in the Case study Presentation Competition at 20th Convention on on Quality Circles in Education held at Sri Sairam Engineering College,Chennai on 3rd February 2018. , Quality Circle Forum of India
  3. Auditor/Lead Auditor Training Course on Quality Management System based on ISO 9001-2015, TUV SUD South Asia Pvt Ltd
  4. Placed in Excellent presentation category in QC case study presentation, Quality Circle Forum of India-Chennai Chapter
  5. Software quality testing analyst , Computer society of India

Membership

NAME OF SOCIETY DETAILS PERIOD
Internet Society 2186798
ACM ID:0973741

Other Achievements

  1. Completed Coursera Basic Data Descriptors, Statistical Distributions, and Application to Business Decisions 4 week course on December 2020
  2. Completed Coursera 5 week course on Using Databases with Python by University of Michigan with a grade of 100% -July 2020
  3. Completed NPTEL 4 weeks Online Course -"Python for Data Science" with Elite Silver from IIT Madras, November 2019
  4. Completed NPTEL 4 weeks Online Course -