Dr. Aparna K

BSc MCA, MPhil Ph.D, Associate Professor & HOD


Phone: 9986735823     Email: aparnak@bmsit.in

Experience:

Teaching : 16
Research : 6


940

Specialization

  • M.Phil (Comp. Sc)

Memberships in professional bodies

  • Life Member - CSI- LM00146827
  • Life Member - ISTE- LM52361

Skills

  • Effective Communication Skills
  • Efficient team member

Invite Talks Delivered: 1


Workshops/Conferences/Seminars conducted

  • Mathematical Modeling for Research Problems - Jun, 2018
  • Data Analytics / Visualization with case studies using modern tools - Feb, 2018

Workshops/FDPs/Conferences/Seminars/Internships attended

Details Date
Machine Learning for IOT Applications 28-01-2019
Big Data Analytics 21-01-2019
Machine Learning using Python 23-07-2018
3-days hands on workshop on "Data Analytics and Machine Learning using R Software" 22-01-2018
5-day Faculty Development Program on “How to write Effective Research Proposals” 24-07-2017
10-day industry internship on “Automated Communication Solutions at iKonTel Solutions Pvt Ltd , Bengaluru 12-07-2017
6-day Faculty Development Program on “Data Analytics using Informatica and Python” 23-01-2017
6-day Faculty Development Program on “Advances in Web Intelligence Techniques” 27-06-2016
10-day industry internship on “CUBOT-BI Data Integration and Analysis” at Robust Designs India Pvt. Ltd, Bengaluru 23-05-2016
6-day Faculty Development Program on “Hadoop Ecosystem for Big Data” 18-01-2016
5-day FDP on “Research Methodology with Case Studies” 23-06-2015
5-day TEQIP-II sponsored FDP on “Data Mining Techniques and Big Data” 21-04-2014

Courses Taught

  • Computer Organization
  • Database Management System
  • Operations Research
  • Software Engineering
  • Data Warehousing and Data Mining
  • Distributed Database and Computing
  • Tally package
  • Computational Techniques
  • R Programming
  • Data Structures using C++

Additional Responsibilities

  • Member of Women Empowerment Cell and Cultural coordinator of department till 2015-16
  • Proctor Coordinator from 2016-17 to 2018-19
  • Question Paper scrutinizing committee coordinator since 2015-16
  • NBA coordinator and Programme Co-ordinator of the Department from 2013-14 till 2017-18
  • Parents-Teachers Meeting Co-ordinator since 2014-15
  • Member of Research council of the department since 2016-17
  • BIMS Coordinator of the Department since 2016-17 till 2018-19
  • Management Quota Students Coordinator of the department since 2017-18
  • Member of the Research Group of the Institution since 2017-18
  • Member of Satellite Project Group of the Institution since 2017-18
  • NPTEL / MOOC online courses co-ordinator since 2016-17 till 2018-19
  • Head of the Department since 1st Feb 2019
  • Member of BoE at BMSCE and NMIT

Journals

Journal Name Journal Type Volume Number Issue Number ISSN ISBN Paper Title
Indian Academy of Sciences, Sādhanā International 44 2 0973-7677 Evolutionary Computing Based Hybrid Bisecting Clustering Algorithm for Multidimensional Data
International Journal of Applied Evolutionary Computation (IJAEC) International 7 3 ISSN: 1942-3594, EISSN: 1942-3608 Development of Fractional Genetic PSO Algorithm for Multi Objective Data Clustering
International Journal of Technology (IJTech) International 7 4 ISSN: 2086 – 9614 Incorporating Stability and Error-Based Constraints for a Novel Partitional Clustering Algorithm
International Journal of Applied Engineering Research (IJAER) International 10 14 ISSN: 0973-4562 HB-K Means: An Algorithm for High Dimensional Data Clustering using Bisecting K-Means
International Journal of Business Analytics (IJBAN) international 2 1 ISSN: 2334-4547, EISSN: 2334-4555 Comprehensive Study and Analysis of Partitional Data Clustering Techniques
International Journal of Engineering Sciences and Emerging Technologies international 7 2 ISSN: 2231-6604 Constraint Based Partitional Clustering , A Comprehensive Study and Analysis
International Journal of Engineering Research and Applications (IJERA) international 4 2 ISSN: 2248-9622 Selection of Initial Seed Values for K-Means Algorithm using Taguchi Method as an Optimization Technique
International Journal of Innovative Research in Science, Engineering and Technology international 3 1 ISSN: 2319-8753 A Detailed Study and Analysis of different Partitional Data Clustering Techniques
International Journal of Innovative Research in Science, Engineering and Technology international 4 7 ISSN(Online) : 2319-8753, ISSN (Print) : 2347 Smart Lighting System using Raspberry PI
International Journal of Computer Applications International 1 10 0975 – 8887 Performance Comparison of MANET Protocols (ODMRP with AMRIS and MAODV)

Awards/Recognition/Achievements/Others:

  • 100% results in VTU exams - Received Certificates of Appreciation
  • Sports - 1st Prize in 50 mtrs walk, 2nd prize in Carrom in 2008
  • I Prize in Project exhibition contest for Innovative Project done at the Department. Project was funded by Management, July 2015
  • Cleared two online courses in NPTEL with Elite tag and GOLD MEDAL - Introduction to Machine Learning and Developing soft skills & Personality, September 2016
  • Delivered a talk on "Data Redaction in Oracle DBMS" as part of Samshodhana Samvaada in the Dept. of MCA on 8th Feb 2017
  • Invited as External Auditor for Scrutinizing NBA documents at BMSCE, Bengaluru on 3rd April 2017 and 26th Oct 2017
  • Qualified in NPTEL online course securing 94% with Elite tag and GOLD MEDAL - Introduction to R Programming - September 2017
  • Won 3rd Prize in Badminton held for Staff in Jan 2018
  • Delivered a talk on "Introduction to R Programming" as part of Samshodhana Samvaada in the Dept. of MCA on 1st Feb 2018

Papers Presented In Conferences

Conference Name Conference Type Place Conference Date Days Paper Title
The Eighth IEEE International Conference on Computing, Communication and Networking Technologies, International IIT Delhi 03-07-2017 03 A Pragmatic Approach for Multidimensional Data Clustering
International Conference on Computational Intelligence in Data Mining – ICCIDM International Bhubaneswar, Odisha 05-12-2015 02 Effect of Outlier Detection on Clustering Accuracy and Computation Time of CHB K-Means Algorithm
International Conference on Electronics and Communications Systems – ICECS’14 International Karpagam College of Engineering, Coimbatore 13-02-2014 02 Enhancement of K-Means Algorithm using ACO as an Optimization Technique on High Dimensional Data
International Conference on Emerging Computation and Information Technologies - ICECIT 2013 International Siddaganga Institute of Technology, Tumkur 22-11-2013 02 Performance Evaluation of K-Means and Bisecting K-Means Algorithms for High Dimensional Data
National Conference on Software and Information Management National BMSIT, Bengaluru 27-09-2013 01 Optimization of Clustering of High Dimensional Dataset using Principal Component Analysis
National Conference on Emerging Trends in ICT and Management National Acharya Institute of Technology, Bangalore 07-09-2012 02 A survey on Clustering algorithms in Data Mining
National Conference on Futuristic Technologies in Computer Science, Engineering and Application National Oxford College of Engineering, Bangalore 10-11-2010 01 A Hybrid Genetic Algorithm Approach for Information Retrieval – A Study
International Conference on Operation Research applications in Engineering and Management International Anna University, Tiruchirappalli, TamilNadu 27-05-2009 02 Decision Support for Shortest Route Courier Delivery System using an Evolutionary Approach Genetic Algorithm
International Conference on Emerging Trends in Computing International Kamaraj College of Engg. And Technology, Virudhunagar, TamilNadu 08-01-2009 03 A Performance Comparison of Multicast Routing Protocols for Mobile AdHoc Networks
National Conference on Communication Technologies National Mepco Schlenk Engg. College, Sivakasi 10-03-2006 02 Issue of Scalability in Hierarchical Multicasting for Battlesite Networks
National Conference on Recent Trends in Information Technology National Sir. MVIT, Bangalore 02-08-2005 02 Aggregation of Multicasted messages and Related Acknowledgements

Online/MOOC Courses Taken

Course Name Registration Details Completed
Introduction to Machine Learning July 2016, IIT Kharagpur Yes
Developing soft skills & Personality July 2016, IIT Kanpur Yes
Introduction to R Programming July 2017, IIT Kanpur Yes
Introduction to Probability and Statistics Aug 2018, IIT Madras Yes
Descriptive Statistics using R Feb 2019, IIT Kanpur Yes