Ministry of Education
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Dr Aparna K

vidwan id: 116013
Female

Professor, Department of Master of Computer Applications
BMS Institute of Technology and Management

Orchid Icon 0000-0002-5817-9862 Google Scholar Icon 56801628600 Researcher Icon N-9853-2017 Google Scholar Icon VDITuaEAAAAJ

Expertise

  • Computer Science Software Engineering

Publications

Total Articles 16
Books 0
Proceedings 0

Publications

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Scopus

Citations 28
h-index 4

CrossRef

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Citations 12
h-index 2
Google Scholar

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Professional Recognition

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Community & Membership

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CSI

2007
Life member

ISTE

2007
Life Member

Bio

Data Mining, Data Analytics, Machine Learning

Personal Details

  • Female
  • Professor , BMS Institute of Technology and Management
  • BMS Institute of Technology and Management, Avalahalli, Doddaballapura Main Road
PhD
Other Institute 2018
MPhil
Bharathidasan University 2005
MCA
Other Institute 2002
B.Sc
Other Institute 1999
Professor Jun 2025 – Present
BMS Institute of Technology and Management | Department of Master of Computer Applications
Professor Apr 2025 – Apr 2025
B M S Institute of Technology & Management
Professor Apr 2025 – Apr 2025
B M S Institute of Technology & Management
Professor Apr 2025 – Apr 2025
B M S Institute of Technology & Management
Professor Apr 2025 – Apr 2025
B M S Institute of Technology & Management
Professor Apr 2025 – Apr 2025
B M S Institute of Technology & Management
Professor Apr 2025 – Jun 2025
B M S Institute of Technology & Management
Associate Professor Mar 2021 – Apr 2025
BMS Institute of Technology and Management | Department of Master of Computer Applications
Head of the Department Feb 2019 – Mar 2021
BMS Institute of Technology and Management | Department of Master of Computer Applications
Associate Professor Aug 2013 – Jan 2019
BMS Institute of Technology and Management
Assistant Professor Aug 2010 – Jul 2013
BMS Institute of Technology and Management
Lecturer Aug 2005 – Jul 2010
B M S Institute of Technology & Management
Lecturer Mar 2004 – Jul 2005
Sir M Visvesvaraya Institute of Technology, Bangalore
Lecturer Sep 2002 – Feb 2004
BMS College of Engineering

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Scholarly Work

FDP on Cyber Security

Funding Agency: AICTE-ATAL Academy

Co-ordinator

Rs. 93,000/-

2020 - 2020

Completed
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Innovative Methods for Arecanut Yield Estimation considering Ecological and Agronomic Variables

Sushitha S
BMSIT&M
Engineering and Technology Application No. : 202441019887 Filed : 18-03-2024
Published : 29-03-2024 Published

Scholarly Publications

Opinion Based Recommendation System Using Sentimental Analysis

Open Access
article
Year: 2020. Volume: 29 , Pages: 12657 - 12667 .
Authors: Dr. Aparna K

Evolutionary computing based hybrid bisecting clustering algorithm for multidimensional data

Open Access
Article
Year: 2019. Volume: 44 , Issue: 2 .
Authors: Aparna K.
DOI 10.1007/s12046-018-1011-y
2

A pragmatic approach for multidimensional data clustering

Open Access
Conference Paper
Year: 2017.
Authors: Aparna K.;Nair M.
DOI 10.1109/ICCCNT.2017.8203928
1 1

Incorporating stability and error-based constraints for a novel partitional clustering algorithm

Open Access
Article
Year: 2016. Volume: 7 , Issue: 4 , Pages: 691-700 .
Authors: Aparna K.;Nair M.
DOI 10.14716/ijtech.v7i4.1579
2 6

Effect of outlier detection on clustering accuracy and computation time of CHB K-means algorithm

Open Access
Conference Paper
Year: 2016. Volume: 411 , Pages: 25-35 .
Authors: Aparna K.;Nair M.
DOI 10.1007/978-81-322-2731-1_3
3 2

HB-K means: An algorithm for high dimensional data clustering using bisecting K-means

Open Access
Article
Year: 2015. Volume: 10 , Issue: 14 , Pages: 34945-34951 .
Authors: Aparna K.;Nair M.
4

Comprehensive study and analysis of partitional data clustering techniques

Open Access
Article
Year: 2015. Volume: 2 , Issue: 1 , Pages: 23-38 .
Authors: Aparna K.;Nair M.
DOI 10.4018/ijban.2015010102
4 8

Enhancement of K-Means algorithm using ACO as an optimization technique on high dimensional data

Open Access
Conference Paper
Year: 2014.
Authors: Aparna K.;Nair M.
DOI 10.1109/ECS.2014.6892561
2 5