Admissions
Admissions
BE, M. Tech., Ph.D

Pushpa Ravikumar

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
B.E Computer Science and Engineering 1999
M.Tech Computer Science and Engineering 2007
Ph.D Computer Science and Engineering 2015

Professional Body Membership

  • LMISTE, CSI, Senior IEEE Member , FIE

Research Interest

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

Journals

Title with page no. Journal 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, p171-p175
An Efficient Method of Building the Telecom Social Network for Churn Prediction International Journal of Data Mining & Knowledge Management Process (IJDKP) Vol.2, No.3, p31-p39, DOI: 10.5121/ijdkp.2012.2304
Social Network Analysis for Churn Prediction in Telecom Data International Journal of Computer & Communication Technology (IJCCT) 0975 – 7449, Volume-3, Issue-6, 7, 8, p128-p135
Clustering and Noise Detection for Geographic Knowledge Discovery International Journal of Advances in Engineering & Technology, Vol. 7, Issue 3, pp. 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 Volume: 2; Issue: 4;
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) Vol. 120, issue 13
,”Survey: Twitter Data Analysis using Opinion Mining” International Journal of Computer Applications (0975-8887) Vol. 128, issue 5
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) DOI: 10.17148/IJARCCE.2016.54219
Ductal Carcinoma in Situ of the Breast – Diagnosis using Data Mining Technique International Journal of Engineering Research & Technology (IJERT) Volume. 5 – Issue. 09 , September-2016,e-ISSN: 2278-0181,
Identifying Key Players In Online Shopping Datasets Using Centrality Measures International Journal of Engineering Research & Technology (IJERT) Volume. 5 – Issue. 09 , September-2016,e-ISSN: 2278-0181
An Effective Approach for Sarcasm Detection in Text Data for Sentimental Analysis International Journal of Engineering & Technology (IJET) volume 7, NO 4.39 (2018)
Attribute Selection for Telecommunication Churn Prediction International Journal of Engineering & Technology (IJET), volume 7, NO 4.39 (2018)
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, Vol. 8, Issue 5,
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: IC value:45.98:SJ Impact Factor:7.429, Volume 8, issue V
White Blood Cells Classification and Counting using Convolution Neural Network International Journal for Research in Applied Science & Engineering Technology (IJRASET), ISSN:2321-9653: IC value:45.98:SJ Impact Factor:7.429, Volume 8, issue IV
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: , Volume 40, issue 70
Segmentation of White Blood Cells Platelets Using Edge Detection and K-Means Technique International Journal of Engineering Applied Science and Technology ISSN:2455-2143 DOI:10.33564
Detection of Substructures in Telecom Social Network Community for Churn Prediction International Journal of Advanced Science and Technology Vol. 29 No. 12s (2020) pp.793-800.
A Comparative Analysis of Feature Selection for Loan Prediction Model International Journal of Computer Application, Volume 174, No 11, January 2021
Parkinson’s Ailment Recognition using the Linear Vector Quantization Strategy International Journal of Engineering Science And Computing (IJESC), Volume 11 Issue No 05,
Comparative Analysis of Gaussian Filter and Median filter in Liver Cancer detection International Research Journal of Engineering and Technology (IRJET), volume 9,issue 7, July 2022.e-ISSN 2395-0072
U-Net Segmentation Techniques for segmenting CT scan Liver Image International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET), volume 11,issue 7, July 2022.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), volume 12,issue 7, July 2022 ISSN 2250-1371
Comparative Analysis of Gaussian Filter and Median filter in Liver Cancer detection International Research Journal of Engineering and Technology (IRJET), volume 9,issue 7, July 2022.e-ISSN 2395-0072

Worksop

No. of days Title of the workshop From date To Date Organized by
2 Research Methodologies and Latex”, 21/11/2011 22/11/2011 Vidyavardaka College of Engineering, Mysore
2 Compiler Design 19/02/2009 20/02/2009 Vivekananda Institute of Technology, Bangalore
3 “Knowledge Management and Data Analytics for Real World Applications (KMMDA-13) “ 22/07/2013 24/07/2013 R.V College of Engineering,Bangalore
2 “Emerging Trends in Computing, Communication and Nanotechnology (ICE-CCN) 25/03/2013 26/03/2013 Tuticorin, Tamilnadu
2 “Entrepreneurship For Academicians” 07-01-2019 09-01-2019 SDM Institute of Technology, Ujire
5 Outcome Based Education and NBA Accreditation Training Program 07-01-2020 11-01-2020 GSSSIETW,Mysuru
1 “IEEE Conference Organizers Education Workshop (COEW-2022)” 10-04-2022 10-04-2022 IEEE Bangalore Section (BS), IEEE Mysore Subsection (MYSS), IEEE Mangalore Subsection (MSS) and IEEE North Karnataka Subsection (NKSS)
1 “IPR-Bridging the gap from Research to innovation” 26/04/2022 26/04/2022 IFERP
1 “Social Entrepreneurship, Sustainability and Rural Engagement” 04-11-2022 04-11-2022 Adichunchanagiri Institute of Technology, Chikkamagaluru.

Conferences

Title of the paper presented Title of Conference, Seminar, etc. (Whether International/National/State/Regional/Univ. or College Level) Date(s) of the event Organized by
“Annotating the Document Using Content and Query Value” National Conference on Emerging Trends in Computer Science and Engineering (NCETCSE-15) 24/04/2015 Nagarjuna College of Engineering and Technology, Bangalore, India
“Bstream Techniques for Word Count Using Map Reduce Approach” 10th National Conference on Recent Trends in Computer Science & Engineering (NCRTCS-15) 09-05-2015 BGSIT, Bangalore
“Decision Tree for Prediction of Purchasing Habits of the Retailed Customers” National Conference on Emerging Trends and Advances in Information Technology 29/01/2016 Adichunchanagiri Institute of Technology,Chikkamagaluru.
“ Survey on Dynamic Allocation of Data Fragments in Cloud using Centrality Measures” National Conference on Information & Communication Technology (NCICT) 17/02/2016 DSCE, Bangalore
“Identifying and Removal of Insignificant Attributes in Shopping Dataset” Third National Conference on Multimedia Technology and Communication System 17/03/2017 Malnad College of Engineering, Hassan
“Heart Diseases Prediction Using Naïve Bayes and Decision Tree Algorithms” Third National Conference on Multimedia Technology and Communication System 18/03/2017 Malnad College of Engineering, Hassan
”Key Customer Identification Model” 3rd National Conference on Emerging Trends In Computer Science and Engineering (NCETCSE-17) 19/05/2017 BGS Institute of Technology, BG nagar, Karnataka
”Comparative Analysis of Naïve Bayes and Decision Tree to Predict Heart Diseases” 3rd National Conference on Emerging Trends In Computer Science and Engineering (NCETCSE-17) 19/05/2017 BGS Institute of Technology, BG nagar, Karnataka
“ Prediction of Crop Yield Using Data Mining Techniques” National Conference On Advanced Research In Science, Engineering and Management 26/05/2018 PES Institute of Technology & Management, Shivamogga
“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 26/05/2018 PES Institute of Technology & Management, Shivamogga
“Analysis and Identification of loyal Customers in Shopping Dataset Using Community Mining Techniques” 5th  National Conference on Multimedia Technology and Communication System (NCMTCS) 10-05-2019 Malnad College of Engineering, Hassan Under TEQIP-III.
“Dimensionality Reduction Technique For Efficient Prediction of Customer Churn In Telecom Dataset” 5th  National Conference on Multimedia Technology and Communication System (NCMTCS) 10-05-2019 Malnad College of Engineering, Hassan Under TEQIP-III.
“Association Rule For Traffic Accidents Automated Rule” National Conference on Trends and Herald in Engineering Excellence and Metamorphosis-2020 13/01/2020 Theem College of Engineering, Baisar, Dist. Palghar-401501.
“A Comparative Study of various recommendation systems to identify key customers” 6th National Conference on “Advancements in Information Technology (NCAIT-2020) 2020 14/01/2020 JSSIT, Bengaluru
“Churn Prediction in Telecom Industry Using Social Network Analysis” 6th National Conference on “Advancements in Information Technology (NCAIT-2020) 2020 14/01/2020 JSSIT, Bengaluru
Feature extraction and Pre-processing Technique for Parkinson’s Ailment Recognition,” National Conference On Next Generation Intelligence In Electronics And Communication Engineering (NGIEC), 08-07-2021  
“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) 25/03/2015 Tuticorin, Tamilnadu
“Social Network Classifier for Churn Prediction in Telecom Data” IEEE International Conference on Advanced Computing & Communication Systems (ICACCS) 19/12/2013 Coimbatore, India
” Egocentric Network Analysis to Score the Telecom Customers” IEEE International Conference on Computational Intelligence and Computing Research (ICCIC) 26/11/2013 Madurai, India
Centrality Measures for Predicting Churn in Telecom Social Networks International Conference on Advanced Computer Science and Information Technologies (ICACSIT) 02-11-2012 Pune, India.
“Bstream technique for word count is using Map Reduce approach” International Conference on Computer Communications and Networks (i3CN-2015) 08-05-2015 CIT Kodagu, Karnataka
Centrality Measures for Finding Key Players In Banking Society Network First International Conference On Computer Communication And Networks (i3CN-2015) 08-05-2015 CIT Kodagu, Karnataka
“Community Mining In Multirelational and Heterogeneous Telecom Network“ 6thIEEE International Conference On Advance Computing Conference (IACC-2016) 27/02/2016 SRKR Engineering College, Bhimavaram, Andra Pradesh, India
Telecommunication Community Detection by Decomposing Network into n-Cliques“ IEEE International Conference on Emerging Technological Trends (ICETT-2016), 21/10/2016 Baselios Mathew II College of Engineering,Kollam, Kerala
“Usage Of Data Mining Techniques In Predicting The Heart Diseases – Naïve
Bayes & Decision Tree”		 IEEE International Conference on Emerging Technological Trends (ICETT-2016), 21/10/2016 Baselios Mathew II College of Engineering,Kollam, Kerala
“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) 19/05/2017 Sri Venkateshwara College of Engineering, Bangalore
A Quantative Approach for Determining Lung Cancer Using CT Scan Images” Second IEEE International Conference on Electronics, Communication and Aerospace Technology (ICECA), 29/03/2018 RVS Technical Campus, Coimbatore, Tamilnadu, India.
Sentiment Analysis of Customer Feedback on Restaurants Reviews International Conference on Recent Trends in Technology 18/05/2018 Shri Dharmasthala Manjunatheshwara Institute of Technology, Ujire, D. K, Karnataka
Analysis of Telecom Customer Churn Prediction by Building Decision Tree International Conference on Recent Trends in Technology 18/05/2018 Shri Dharmasthala Manjunatheshwara Institute of Technology, Ujire, D. K, Karnataka
A Quantitative Approach for Determining Lung Cancer Using Fuzzy Connectedness Technique in CT Scan Images International Conference on Recent Trends in Technology 18/05/2018 Shri Dharmasthala Manjunatheshwara Institute of Technology, Ujire, D. K, Karnataka
“Comparative Analysis of Random Forest and Caret Algorithm for Prediction of Crop Yield International Conference on Recent Trends in Technology 18/05/2018 Shri Dharmasthala Manjunatheshwara Institute of Technology, Ujire, D. K, Karnataka
Community Mining for Predicting the Behavior of Customer in Shopping Dataset in IEEE International Conference in Advances in Information Technology (IEEE-ICAIT) 24/07/2019 Adichunchanagiri Institute of Technology,Chikkamagaluru
An Efficient Technique for Feature Selection to Predict Customer Churn in telecom industry in IEEE International Conference in Advances in Information Technology (IEEE-ICAIT) 24/07/2019 Adichunchanagiri Institute of Technology,Chikkamagaluru
Sarcasm detection in Text Data to bring out genuine sentiments for Sentimental Analysis in IEEE International Conference in Advances in Information Technology (IEEE-ICAIT) 24/07/2019 Adichunchanagiri Institute of Technology,Chikkamagaluru
Online Shopping Customer Behaviour Analysis Using centrality measures in IEEE International Conference in Advances in Information Technology (IEEE-ICAIT) 24/07/2019 Adichunchanagiri Institute of Technology,Chikkamagaluru
Feature Selection and Pre-processing Technique for Parkinson’s Disease Prediction International Conference on Emerging Electrical Systems and Control (ICEESC-2021) 06-05-2021 Seethi Institute of Technology, Virudhunagar(Dt.).
Parkinson’s Illness Recognition using the Linear Vector Quantization and Back Propagation IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics 19/12/2021  

Last Updated on: Oct 2023