BE, M. Tech., Ph.D

Dr. Pushpa Ravikumar

Dr. Pushpa Ravikumar

Professor & Head
flowersunpr@yahoo.co.in
9483523386
Dept. of Computer Science & Engineering, AIT Campus, AIT, Jyothinagara, Chikkamagluru 577 102

Education

Qualification Specialization In the Year
Ph.D Computer Science and Engineering 2014
M.Tech Computer Science and Engineering 2007
B.E Computer Science and Engineering 1999

Professional Body Membership

Life Member of ISTE (LM67676) since 2010

Member of Computer Society of India (CSI),member number:F8003397

Fellow membership of Institute of Engineers (FIE):F-1265217

IEEE senior member

Research Interest

  • Data Mining
  • Social Network Analysis
  • Big Data Analytics
  • Computer Networks
  • Sentimental Analysis
  • Image processing
  • Community mining
  • Recommendation Systems

Journals

Title of Paper

Journal Name

ISBN/ISBN No.

“Survey: Multi-relational Telecom Social Networks for Churn Prediction”

”, IFRSA International Journal of Data warehousing and Mining (IIJDWM), Volume 1, Issue 2,

 

An Efficient Method of Building the Telecom Social Network for Churn Prediction

International Journal of Data Mining & Knowledge Management Process (IJDKP)

, p31-p39, DOI: 10.5121/ijdkp.2012.2304,

Social Network Analysis for Churn Prediction in Telecom Data

International Journal of Computer & Communication Technology (IJCCT) ISSN (PRINT)

0975 – 7449

Clustering and Noise Detection for Geographic Knowledge Discovery”

International Journal of Advances in Engineering & Technology

845-855

Image Fusion Scheme for 2D Images Based On Wavelet Transform Domain

International Journal of Combined Research & Development (IJCRD)

eISSN: 2321-225X; pISSN: 2321-2241

Structural Pattern Analysis In Telecom Social Network”

International Journal of Computer Application (IJCA)

Volume 113, Issue 6:

Hybrid Approach for Annotating Unstructured Document”

International Journal of Computer Applications

0975-8887

Survey: Twitter Data Analysis using Opinion Mining”

International Journal of Computer Applications

0975-8887

Computer Based-Medical Decision Support System for Prediction of Heart Attack Using Data Mining Techniques”

International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE)

ISSN (Online) 2278-1021 ISSN (Print) 2319 5940

Ductal Carcinoma in Situ of the Breast – Diagnosis using Data Mining Technique”

International Journal of Engineering Research & Technology (IJERT)

e-ISSN: 2278-0181

Identifying Key Players In Online Shopping Datasets Using Centrality Measures”

International Journal of Engineering Research & Technology (IJERT)

e-ISSN: 2278-0181

An Effective Approach for Sarcasm Detection in Text Data for Sentimental Analysis”

International Journal of Engineering & Technology (IJET)

7 (4.39) (2018) 136-138

Attribute Selection for Telecommunication Churn Prediction”

International Journal of Engineering & Technology (IJET)

·         7(4.39):506-509

 

Comparative Analysis of PCA and Recursive Feature Elimination Technique for Feature Extraction in Community Mining Using E-Commerce”

International Journal of Engineering Research & Technology (IJERT)

·         ISSN: 2278-0181

White Blood Cells Cancer detection using Edge Detection , Segmentation and Convolution Neural Network”

International Journal for Research in Applied Science & Engineering Technology (IJRASET)

·         ISSN:2321-9653

White Blood Cells Classification and Counting using  Convolution Neural Network”

International Journal for Research in Applied Science & Engineering Technology (IJRASET)

·         ISSN:2321-9653

Analysis of Effect of Noise Removal and Image Smoothing for Automated White Blood Cells Detection and Counting”

UGC Care Journal on Studies in Indian Place Names,

·         ISSN:2394-3114

Segmentation of White Blood Cells Platelets Using Edge Detection and K-Means Technique

International Journal of Engineering Applied Science and Technology

·         ISSN:2455-2143

Detection of Substructures in Telecom Social Network Community for Churn Prediction

International Journal of Advanced Science and Technology,

·          

A Comparative Analysis of Feature Selection for Loan Prediction Model”

International Journal of Computer Application,

·          

Parkinson’s Ailment Recognition using the Linear Vector Quantization Strategy,

in International Journal of Engineering Science And Computing (IJESC),

·          

Comparative Analysis of Gaussian Filter and Median filter in Liver Cancer detection

in International Research Journal of Engineering and Technology (IRJET)

·         ISSN 2395-0072

U-Net Segmentation Techniques for segmenting CT scan Liver Image

International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET)

e-ISSN 2319-8753 p-ISSN 2347-6710

Comparative Analysis of CNN and SVM in Liver Cancer detection

International Journal of Engineering Science and Computing (IJESC)

ISSN 2250-1371

Preprocessing Techniques for money laundering process

International Journal of Novel Research and Development (IJNRD)

ISSN:2456-2165

Detection of money laundering using data mining Techniques

International Journal of Innovative Science and Research Technology(IJISRT)

ISSN:2456-2165

Efficient Cataract Detection Using DenseNet: Comparative Analysis of Eye Lens Photography and Fundus Images”

International Journal of Engineering Research & Technology (IJERT)

ISSN: 2278-0181

AI-Powered Legal Judgement Predivtion system using Deep Learning

International Research Journal of Engineering and Technology (IRJET)

e-ISSN:2395-0056

Comparative Analysis of ResNet50 and RestNet152 Models for MRI – Based Brain Tumor Classification”

International Research Journal of Engineering and Technology (IRJET)

e-ISSN: 2395-0056

Optimizing Bone Fracture Detection through Comparative analysis of Preprocessing strategies and YOLO-Based Localization Techniques”

(IJCRT) in International Journal of Creative Research Thoughts

ISSN:2320-2882

Survey on Uterus cancer and Its Types

(IJFMR) International Journal For Multidisciplinary Research

E-ISSN:2582-2160

An Integrated Deep Learning Framework for Multi-Region Bone Fracture Detection with Severity Grading

in IJERT

ISSN: 2278-0181

Optimized EfficientNet for Detection of Endometrial Cancer Using Histopathological Images”

Engineering,Technology & Applied Science Research

eISSN: 1792-8036

A Hybrid CNN-Transformer Model for Tumor-Infiltrating Lymphocyte Score Prediction in Creast Cancer Histopathological Image”

Engineering, Technology & Applied Science Research,

 eISSN: 1792-8036

Workshop

Title of the workshop

From – To Date

Organized by

Research Methodologies and Latex

November 21-22, 2011

VTU e-Learning Centre, Mysore

Compiler Design

19-20 February 2009

organized by VTU

Knowledge Management and Data Analytics for Real World Applications (KMMDA-13)

22nd-24th July 2013

by R.V College of Engineering

Emerging Trends in Computing, Communication and Nanotechnology (ICE-CCN)

, 25-26 March 2013.

 

Entrepreneurship For Academicians

from 7-19 January 2019

association with NSTEDB, DST, Govt.of India , New Delhi, Entrepreneurship Development Institute of India (EDI), Ahmadabad, at SDM Institute of  Technology, Ujire

NBA Accreditation Training Program

7-11th January 2020

GSSSIETW-Mysuru.  

IEEE Conference Organizers Education Workshop (COEW-2022),

10th  April 2022

IEEE Bangalore Section (BS), IEEE Mysore Subsection (MYSS), IEEE Mangalore Subsection (MSS) and IEEE North Karnataka Subsection (NKSS)

IPR-Bridging the gap from Research to innovation”

IFERP,

On 26th April 2022

Social Entrepreneurship, Sustainability and Rural Engagement

4/11/2022

Faculty Development Centre Mahatma Gandhi National Council of Rural Education (Department of Higher Education, Ministry of  Education, Govt. of India, Hyderabad) Coordinated by Adichunchanagiri Institute of Technology

Overleaf

14/8/2023

Department of Computer Science & Engineering, Adichunchanagiri Institute of Technology , Chikkamagaluru,

Basics of HTTP and Web API’s with Postman”

11/8/2023

Department of Computer Science & Engineering, Adichunchanagiri Institute of Technology,

Funding Opportunities in IEEE

12/8/2023

Department of Computer Science & Engineering, Adichunchanagiri Institute of Technology, Chikkamagaluru,

National Level Faculty Development Program on Cloud Infrastructure (AWS)

of 21-25th August 2023

Brainovision Solutions India Pvt. Ltd & All India Council for Technical Education  (AICTE)

Health for Women

26/8/2023

Department of Computer Science & Engineering, Adichunchanagiri Institute of Technology, Chikkamagaluru,

Research Metrics & Publication Ethics”

28/8/2023

Department of Library and Information Centre Adichunchanagiri Institute of Technology , Chikkamagaluru, Held, on the eve of National Librarian Day Celebration

How to Write a Scientific Research Paper”,

24/8/2024

by Department of Library and Information Centre Adichunchanagiri Institute of Technology

 

 

 

 

Genereative AI for the Modern Educator”,

 

 

 

 

16th –21st June 2025

 

 

 

 

Organized by the Department of Computer Science & Engineering, Adichunchanagiri Institute of Technology, Chikkamagaluru

Comprehensive abilities of a teacher”

1st – 3rd July 2025.

Adichunchanagiri Institute of Technology, Chikkamagaluru

 

International Conferences

Title of the workshop

Conference Name

ISBN/ISBN No

Sociocentric and Egocentric Measures for Identifying the Key Players in Telecom Social Network

IEEE International Conference on Emerging Trends in Computing, Communication and Nanotechnology (ICE-CCN), Tuticorin, Tamilnadu, India

978-1-4673-5036-5/13/$31.00 © 2013 IEEE

Social Network Classifier for Churn Prediction in Telecom Data”

IEEE International Conference on Advanced Computing & Communication Systems (ICACCS)

978-1-4799-3506-2/13/$31.00 ©2013 IEEE

Egocentric Network Analysis to Score the Telecom Customers

IEEE International Conference on Computational Intelligence and Computing Research (ICCIC)

978-1-4799-1597-2/13/$31.00 ©2013 IEEE

Centrality Measures for Predicting Churn in Telecom Social Networks

International Conference on Advanced Computer Science and Information Technologies (ICACSIT)

 

Bstream technique for word count is using Map Reduce approach

International Conference on Computer Communications and Networks

 

Centrality Measures for Finding Key Players In Banking Society Network

First International Conference On Computer Communication And Networks

 

Community Mining In Multirelational and Heterogeneous Telecom Network

6thIEEE International Conference On Advance Computing Conference (IACC-2016)

978-1-4673-8286-1/16 $31.00 © 2016 IEEE

 

Telecommunication Community Detection by Decomposing Network into n-Cliques

 

IEEE International Conference on Emerging Technological Trends (ICETT-2016)

 

978-1-5090-3751-3/16/$31.00 ©2016 IEEE

Usage Of Data Mining Techniques In Predicting The Heart Diseases – Naïve Bayes & Decision Tree

IEEE International Conference on Circuit, Power and Computing Technologies (ICCPCT-2017)

978-1- 5090-4967- 7/17/$31.00 © 2017 IEEE

A Comparative Method For Different Aspect Based Product Features In Online Reviews Of Different Languages

2ndIEEE International Conference on Recent Trends In Electronics, Information & Communication Technology (RTEICT-2017)

978-1-5090-3704-9/17/$31.00 © 2017 IEEE

A Quantative Approach for Determining Lung Cancer Using CT Scan Images

Second  IEEE International Conference on Electronics, Communication and Aerospace Technology (ICECA)

ISBN:978-1-5386-0965-1

Sentiment Analysis of Customer Feedback on Restaurants Reviews

International Conference on Recent Trends in Technology 2K18

ISSN-2278-0181

Analysis of Telecom Customer Churn Prediction by Building Decision Tree

International Conference on Recent Trends in Technology 2K18

ISSN-2278-0181

A Quantitative Approach for Determining Lung Cancer Using Fuzzy Connectedness Technique in CT Scan Images

International Conference on Recent Trends in Technology 2K18

ISSN-2278-0181

Comparative Analysis of Random Forest and Caret Algorithm for Prediction of Crop Yield

International Conference on Recent Trends in Technology 2K18

ISSN-2278-0181

Community Mining for Predicting the Behavior of Customer in Shopping Dataset

IEEE International Conference in Advances in Information Technology (IEEE-ICAIT)

978-1-7281-3241-9/19/$31.00 © 2019 IEEE

An Efficient Technique for Feature Selection to Predict Customer Churn in telecom industry”

IEEE International Conference in Advances in Information Technology (IEEE-ICAIT)

978-1-7281-3241-9/19/$31.00 © 2019 IEEE

Sarcasm detection in Text Data to bring out genuine sentiments for Sentimental Analysis”

IEEE International Conference in Advances in Information Technology (IEEE-ICAIT)

978-1-7281-3241-9/19/$31.00 © 2019 IEEE

 

Online Shopping Customer Behaviour Analysis Using centrality measures”

 

 

IEEE International Conference in Advances in Information Technology (IEEE-ICAIT)

 

 

978-1-7281-3241-9/19/$31.00 © 2019 IEEE

Feature Selection and Pre-processing Technique for Parkinson’s Disease Prediction,

International Conference on Emerging Electrical Systems and Control (ICEESC-2021)

 

Parkinson’s Illness Recognition using the Linear Vector Quantization and Back Propagation”

IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics

 

Severity Prediction Of COVID-19 Patient Using Machine Learning Techniques”

1st International Conference on Artificial Intelligence and Big Data Analytics (ICAIBDA-22).

 

Comparative Analysis of Decision Tree and Random Forest For Detection of Money Laundering“

IEEE International Conference on Networks, Multimedia and Information Technology (NMITCON-2023)

 

Artificial Neural Network Model for Detection of Money Laundering Using Machine Learning Techniques”

2nd International Conference on Exploring Colossal Technological Advances of the 21st Century in Social, Education, Engineering and Technology (ICECTASET-2023)

 

A Neural Network Model for Analysis of Credit Card Validation for Money Laundering Using Machine Learning Techniques”

International Conference on Computing, Communication and Networking Technologies

 

Comparative Analysis of SVM and Deep Learning Classifier for Lung Cancer Detection”

Second IEEE International Conference on Advances in Information Technology(ICAIT- 2024)

 

Smart Lock Security System”

Second IEEE International Conference on Advances in Information Technology(ICAIT- 2024)

979-8-3503-8386 -7/24/$31.00 ©2024 IEEE

Endometrial Cancer Detection using Histopathological Image by Machine Learning Techniques”

Second IEEE International Conference on Advances in Information Technology(ICAIT- 2024)

979-8-3503-0692-7/23/$31.00 ©2023 IEEE

Lymph Node Metastasis Prediction from Breast Cancer Pathological Images Using Deep Learning”

Second IEEE International Conference on Advances in Information Technology (ICAIT- 2024)

979-8-3503-8386-7/24/$31.00 ©2024 IEEE

Prediction of Ovarian Cancer using Machine Learning Techniques”

Annual International Conference on Recent Trends in Healthcare Innovation (AICRTHI)-2024 held on 24th & 25th October 2024

 

Detection of tumor-infiltrating lymphocytes in Breast Histopathological cancer images using Deep Learning”

Annual International Conference on Recent Trends in Healthcare Innovation (AICRTHI)-2024 held on 24th & 25th October

 

Lung Cancer Prediction using Machine Learning”

Annual International Conference on Recent Trends in Healthcare Innovation (AICRTHI)-2024 held on 24th & 25th October 2024,

 

Judicial Judgement Support System Using Deep Learning Techniques

IEEE International Conference on Advancement in Communication & Computing in Technology (INOACC-2025)

 

Optimized Data Preprocessing for Cataract Detection Using Eye  Funds and Lens Images

IEEE International Conference on Advancement in Communication & Computing in Technology (INOACC-2025)

 

Compatative Analysis Of Structural Similarity Index Measure (SSIM) And Oriented Fast And Rotated Brief (ORB) Algorithm For Detecting Fake Currency

3rd IEEE International Conference on Knowlwdge Engineering and Communication Systems

979-8-3315-3701-2/25/$31.00 ©2025 IEEE

Enhanced Traffic Prediction Through Machine Learning Techniques “

3rd IEEE International Conference on Knowlwdge Engineering and Communication Systems”

979-8-3315-3701-2/25/$31.00 ©2025 IEEE

Deep Learning Techniques For Judicial Judgement System”

International Conference on Recent Innovation in Engineering Science & Technology (ICRIET-2025)

 

Bone Cancer Detection in X – Ray Images Using Deep Convolution Neural Networks”

International Conference On Intelligent Systems for Pioneering Innovation in Robitics and Electric Mobility- INSPIRE 2025 (IEEE CONFERENCE #67328)

79-8-3315-8644-7/25/$31.00 ©2025 IEEE |

Breast Cancer Identification Using Deep Learning on the BreakHis Dataset: Classification and Segmentation Approaches”

International Conference On Intelligent Systems for Pioneering Innovation in Robitics and Electric Mobility- INSPIRE 2025 (IEEE CONFERENCE #67328)

9-8-3315-8644-7/25/$31.00 ©2025 IEEE

Early diagnosis and Classification of Fetal brain Abnoamality and Fetal Health Status from A Cardiotocography Dataset”

International Conference On Intelligent Systems for Pioneering Innovation in Robitics and Electric Mobility- INSPIRE 2025 (IEEE CONFERENCE #67328)

79-8-3315-8644-7/25/$31.00 ©2025 IEEE

Comparative Analysis of Structural Similarity Index Measure (SSIM) and Oriented Fast and Rotated Brief (ORB) Algorithm for Detecting Fake Currency”

3rd IEEE International Conference on Knowledge Engineering and Communication Systems (ICKECS 2025)

 

979-8-3315-3701-2/25/$31.00 ©2025 IEEE

Detection of Lymph Node Metastasis Adopting Deep Neural Networks”

2nd International Conference on Computing and Data Science (ICCDS 2025).

 

979-8-3315-9668-2/25/$31.00 ©2025 IEEE

Multifunctional Vehicle Security System Using IoT”

2nd International Conference on Computing and Data Science (ICCDS 2025).

979-8-3315-9668-2/25/$31.00 ©2025 IEEE

Optimized Data Classification Using ResNet50 for Liver Tumor Detection from CT Scan Images”

2nd International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS 2025).

979-8-3315-3677-0/25/$31.00 ©2025 IEEE

Deep Learning- Based Detection of Intracranial Hemorrhages”

IEEE 4th International Conference for Advancement in technology (ICONAT)

979-8-3315-9573-9/25/$31.00 ©2025 IEEE

Prediction of Arrhythmia & Various Variance of Heart Disease using Support Vector Machine & Decision Tree”

International Conference on Emerging Research in Smart Electronics and Machine Informatics -ECMI-2026

 

Comparative Evaluation of Thresholding techniques for Bone Fracture Detection and severity Classification in X Ray Images

4th IEEE International Conference on knowledge Engineering and Communication Systems”

 

National Conferences

Title of the Conference

Conference Name

ISBN/ISBN No

Annotating the Document Using Content and Query Value”

National Conference on Emerging Trends in Computer Science and Engineering (NCETCSE-15)

 

Bstream Techniques for Word Count Using Map Reduce Approach

10th National Conference on Recent Trends in Computer Science & Engineering (NCRTCS-15)

 

Decision Tree for Prediction of Purchasing Habits of the Retailed Customers”

National Conference on Emerging Trends and Advances in Information Technology

 

Survey on Dynamic Allocation of Data Fragments in Cloud using Centrality Measures

National Conference on Information & Communication Technology (NCICT)

 

Identifying and Removal of Insignificant Attributes in Shopping Dataset”,

Third National Conference on Multimedia Technology and Communication System

 

Heart Diseases Prediction Using Naïve Bayes and Decision Tree Algorithms”

Third National Conference on Multimedia Technology and Communication System

 

Key Customer Identification Model”

3nd     National Conference on Emerging Trends In Computer Science and Engineering (NCETCSE-17)

 

Comparative Analysis of Naïve Bayes and Decision Tree to Predict Heart Diseases”,

3nd     National Conference on Emerging Trends In Computer Science and Engineering (NCETCSE-17)

 

Prediction of Crop Yield Using Data Mining Techniques”,

National Conference On Advanced Research In Science, Engineering  and Management

 

Pruning of Decision Tree for Telecom Customer Churn Prediction by using Customer Call Details Records”,

National Conference On Advanced Research In Science, Engineering  and Management

 

Analysis and Identification of loyal Customers in Shopping Dataset Using Community Mining Techniques”

5th  National Conference on Multimedia Technology and Communication System (NCMTCS)

 

Dimensionality Reduction Technique For Efficient Prediction of Customer Churn In Telecom Dataset”

5th  National Conference on Multimedia Technology and Communication System (NCMTCS)

 

Association Rule For Traffic Accidents Automated Rule”

National Conference on Trends and Herald in Engineering Excellence and Metamorphosis-2020

 

A Comparative Study of various recommendation systems to identify key customers”

National Conference on “Advancements in Information Technology

ISSN: 2278-0181

Feature extraction and Pre-processing Technique for Parkinson’s Ailment Recognition

National Conference On Next Generation Intelligence In Electronics And Communication Engineering  (NGIEC),

 

Churn Prediction in Telecom Industry Using Social Network Analysis

6th National Conference on “Advancements in Information Technology”

ISSN: 2278-0181