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Dr S Anupama Kumar Publications

International Journals

  1. S. Sandhya, Shaila H. Koppad, S. Anupama Kumar, Andhe Dharani, B. V. Uma and K. N. Subramanya published paper with the title “Adoption of Google Forms for Enhancing Collaborative Stakeholder Engagement in Higher Education” in Journal of Engineering Education Transformations Volume 33 , Special Issue, ICTIEE 2020 (Scopus Indexed)

  2. Priyanka H , Vinuta Hegde and S Anupama Kumar, “Implementaiton of LDA Algorithm for Topic Modelling”, International Journal of Advance and Innovative Research Volume 6, Issue 1 (XXVIII): January - March 2019 , UGC Certified Journal No : 63571 e-ISSN : 239477 pp 87-90

  3. Divya TL, Vijayalakshmi M.N and Anupama Kumar S published a paper title “Detection of Supporting Features and its Implications on Forest Fire Occurrence using Random Forest Algorithm” in Complex Systems and Complexity Science International Journal, Issue 4, Vol.8 &ISSN-NO-1672-3813, PP 1-8.

  4. Jayashree, S Anupama Kumar, "Efficiency of Classification Techniques in Detecting Congestion in Wireless Sensor Networks", International Journal of Advanced Research in Computer and Communication Engineering, ISSN (Online) 2278-1021, ISSN (Print) 2319 5940 ,pp 117-119, April 2016

  5. Arun.S, Bharath, S Anupama Kumar, Design and Implementation of Dynamic Network Task Management System, International Journal of Innovations in Engineering and Technology (IJIET), ISSN: 2319 – 1058 , April 2016 Volume 6 , pp 618-623

  6. S Anupama Kumar, “Edifice an Educational Framework using Educational Data Mining and Visual Analytics”, International Journal of Education and Management Engineering (IJEME), Vol 2, pp 24-30, Published Online March 2016 in MECS, ISSN: 2305-3623(Print), ISSN: 2305-8463 (Online)

  7. S Anupama Kumar, Vijayalakshmi MN, "Efficiency of Data Mining Techniques in Edifying Sector", International Journal of Advance Foundation and Research in Computer (IJAFRC) , Volume 1, Issue 8, August 2014. ISSN 2348 - 4853, pp 56-62

  8. S Anupama Kumar, Chandrani C, Rashmi M, "Implication Of Agglomerative Clustering To Distinguish Student Enactment", International Journal of Advanced Research in Computer Science and Electronics Engineering, ISSN: 2277 – 9043, Volume 3, Issue 8, August 2014, pp.410-413

  9. Vijayalakshmi MN, S.Anupama Kumar, Kavyashree BN, Investigating Interesting Rules Using Association Mining for Educational Data, International Journal of Advanced Research in Computer Engineering & Technology (IJARCET), Volume 3, Issue 2, February 2014, pp 268-271

  10. S Anupama Kumar, Vijayalakshmi MN, “Discerning Learner’s Erudition Using Data Mining Techniques”, International Journal on Integrating Technology in Education, vol.2, No.1, March 2013, DOI : 10.5121/ijite.2013.2102 9,  ISSN : 2320-1886(Online); 2320-3935(Print) pp 9-16

  11. S Anupama Kumar, Vijayalakshmi MN, “A Naïve Based approach of Model Pruned trees on Learner’s Response”, International .Journal of .Modern Education and Computer Science, 2012, 9, 52-57 , September 2012,pp 52-57.

  12. S Anupama Kumar, Vijayalakshmi MN, “Appraising the significance of self regulated learning in higher education using neural networks” , International journal of Engineering research and development ,Vol 1, Issue 1, May 2012, ISSN: 2278-067X, pp 09 – 15

  13. S Anupama Kumar, Vijayalakshmi MN, ”Envision of student’s concert using supervised learning techniques”, International Journal of Computer Engineering and Science “,Volume 1, issue 2, December 2011. pp 1-7, ISSN:2250-3439.

  14. S Anupama Kumar, Vijayalakshmi MN, "Implication Of Classification Techniques In Predicting Student’s Recital”, International Journal of Data Mining & Knowledge Management Process (IJDKP) Vol.1, No.5, September 2011,pp 41-51, ISSN : 2230 - 9608[Online] ; 2231 - 007X [Print].

  15. S.Anupama Kumar, Vijayalakshmi MN, “Prediction of the student’s recital using classification Technique", IFRSA’s International Journal Of Computing, Vol1, Issue 3, July 2011, pp 305-309. ISSN (Online) : 2230-9039, ISSN (Print): 2231-2153.

International Conferences

  1. S. R. Lokhande and S. A. Kumar, "Deployment Strategy using DevOps Methodology: Cloud Container based Orchestration Frameworks" 2022 International Conference on Edge Computing and Applications (ICECAA), Tamilnadu, India, 2022, pp. 113-117, doi: 10.1109/ICECAA55415.2022.9936478.

  2. Divya TL, Vijayalakshmi MN, Anupama Kumar S, "Speculation of Forest Fire Using Spatial and Video Data," 2019 1st International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE), Bangalore, India, 2019, pp. 127-130, doi: 10.1109/ICATIECE45860.2019.9063781.

  3. Jayashri Madalgi, S Anupama Kumar, "Development of Wireless Sensor Network Congestion Detection Classifier Using Support Vector Machine", 3rd International Conference on CSITSS-2018 between 19th December to 21st December 2018

  4. Prakruthi V, Sindu, S Anupama Kumar, "Real Time Sentiments Analysis of Twitter Posts", 3rd IEEE International Conference on Computational Systems and Information Technology for Sustainable Solutions 2018, organized by Department of MCA, CSE and ISE, R. V. College of Engineering, Bengaluru, from 20th to 22nd December 2018, pp. 29-34, ISBN: 978-1-5386-6078-2, DoI: 10.1109/CSITSS.2018.8768781

  5. Shaila H Koppad, S Anupama Kumar, “A survey and Analysis of Techniques to Diagnose COPD”, IEEE International Conference on Recent Innovations in Electrical, Electronics and Communication Engineering (ICRIEECE - 2018) with catalog; CFP18P98-PRJ:978-1-5386-5994-6, School of Electrical Engineering, Kalinga Institute of Industrial Technology (KIIT), Bhubaneswar,
    Odisha, India from 27th and 28th July 2018

  6. Shrikant H K, S Anupama Kumar, "Application of Seasonal Analytics in Health Care Sector", International Conference on Intelligent Data Communication Technologies and Internet of Things (ICICI) 2018, organized by Confyy on 7-8th August 2018 at Coimbatore, Tamil Nadu , India, ISSN: 2367-4512

  7. S. K. Vinay, G. Pranava, S. A. Kumar and S. H. Koppad, "Application of Data Analytics to predict and analyse COPD Data", 2018 Second International Conference on Electronics, Communication and Aerospace Technology (ICECA), 2018, pp. 1604-1608, doi: 10.1109/ICECA.2018.8474615.

  8. S Anupama Kumar, Shaila H Koppad, “Application of Data Analytics to predict and analyse COPD Data”, IEEE 2nd International Conference on Electronics, Communication and Aerospace Technology (ICECA 2018)  ISBN: 978-1-5386-0965-1 Issue 1

  9. Jayshri B Madalgi, S Anupama Kumar, “Congestion Detection in Wireless Sensor Networks using MLP and Classification by Regression” 3rd International Conference on " Applied and Theoretical Computing and Communication Technology " organized by the Sri Siddhartha Institute of Technology , Tumkur, India, 21-23rd December 2017

  10. Shaila Koppad, S Anupama Kumar, "Investigating COPD using Big Data Analytics”, International Conference on Advanced Computing and Communication Systems (ICACCS -2017), Coimbatore, India IEEE ISBN: No. 978-1-5090-4558-7 6th-7th January 2017, pp 1984-87

  11. Jayashri B. Madalgi and S. Anupama Kumar, “Implementation of Classification Techniques to Detect Congestion in Wireless Sensor Networks”, Souvenir of Joint International conference on intelligent computing and Applications(ICICA-2016)   and Power, Circuit and Information Technologies (ICPCIT-2016), organized by D.Y.Patil college of Engg,  ,Akurdi, Pune and Institute for Research and Development(IRD) ,Bhubaneswar in association with Springer from 20th to 22nd  December 2016.

  12. Shaila Koppad, S Anupama Kumar, Application of Big Data Analytics in Healthcare System to Predict COPD, First International Conference on Circuit, Power and Computing Technologies [ICCPCT], Noorul Islam Centre for Higher Education, Kumaracoil, Thuckalay, Kanyakumari district, Tamilnadu , IEEE, 978-1-5090-1276-3/16@March 2016.

  13. Jayashree B, S Anupama Kumar, “Relevance of Data Mining Techniques over Wireless Sensor Networks” , International Conference on Research in Business Management and Information Technology, Bengluru, 29-30th April 2015, Proceedings of ICRBIT ,ISBN : 978-81-930411-5-4 Vol 1, pp 16-19.

  14. S.Anupama Kumar, Vijayalakshmi M.N, “A Novel Enhancement measure of Learner Records using Data mining Techniques”, INTERNATIONAL CONFERENCE: on Future Computing, Bangalore, 22-24th December 2012.

  15. S.Anupama Kumar, Vijayalakshmi MN “Mining Of Student Academic Evaluation Records in Higher Education”, International Conference on Recent Advances and Computing Software Systems “, Chennai , 25-27th April 2012, pp 66-70, IEEE Catalog Number: CFP1283R-CDR

  16. S.Anupama Kumar, Vijayalakshmi MN “Inference of naive bayes techniques on student assessment data “ , ObCom 2011, Part II, CCIS 270, Springer-Verlag Berlin Heidelberg 2012 , pp. 186–191, 2012.

  17. S.Anupama Kumar, Vijayalakshmi MN , “Efficiency of decision trees in predicting student’s academic performance”, Proceedings of First International conference on Computer science, Engineering and Applications (CCSEA 2011), Chennai, 15-17th July 2011, ISSN: 2231-5403, pp 335-341

  18. S.Anupama Kumar, Vijayalakshmi MN ,“ A Novel Approach in Data Mining Techniques for Educational Data” ,Proc 2011 3rd International Conference on Machine Learning and Computing (ICMLC 2011) , Singapore, 26th-28th Feb 2011,ISBN : 9781424492527,pp V4-152-154

National Conference

  1. S.Anupama Kumar, Vijayalakshmi.M.N, “Applications of Data Mining in Collaborative Learning” Proc National Research Conference on 3T, Teaching, Testing ,Technology Trends in IT”, S.I.E.S(Nerul) College of Arts, Science and Commerce,Navi Mumbai, ISBN: 9788184653939, 12th February 2011,pp 97-99.

Book/ Book Chapters Published

  1. Anupama Kumar, S., Dharani, A., Chakravorty, C. (2023). Efficacy of Autoencoders on Image Dataset. In: Shakya, S., Du, KL., Ntalianis, K. (eds) Sentiment Analysis and Deep Learning. Advances in Intelligent Systems and Computing, vol 1432. Springer, Singapore. https://doi.org/10.1007/978-981-19-5443-6_73

  2. Anupama Kumar, S., Anusha, M. Blockchain Enabled Supply Chain Management. SN COMPUT. SCI. 4, 179 (2023). https://doi.org/10.1007/s42979-022-01621-z

  3. Shaila H Koppad, Dr. S Anupama Kumar, Dr. K.N. Mohan Rao “Contemplation Of Computational Methods And Techniques To Predict Copd”, 2nd International Conference On Intelligent Data Communication Technologies And Internet Of Things (ICICI 2019), Organized On 12th -13th, September 2019 held at JCT College Of Engineering And Technology, Coimbatore, Tamil Nadu and published in Springer Lecture Notes on Data Engineering and Communications Technologies with Series Editor.: Xhafa, Fatos and ISSN: 2367- 4512

  4. Jayashri B.Madalgi, S Anupama Kumar, “Efficiency of Naive Bayes Technique Based on Clustering to Detect Congestion in Wireless Sensor Network”, 2nd International Conference on Intelligent Data Communication Technologies And Internet Of Things (ICICI 2019), Organized on 12th -13th, September 2019 held at JCT College Of Engineering And Technology, Coimbatore, Tamil Nadu and published in Springer Lecture Notes on Data Engineering and Communications Technologies with Series Editor.: Xhafa, Fatos and ISSN: 2367- 4512

  5. "Computational Intelligence for Data Analytics”, for the book "Recent Advances in Computational Intelligence” by Springer, Cham, March 2019, Print ISBN 978-3-030-12499-1, Online ISBN 978-3-030-12500-4

  6. "Efficiency of Multi Instance Learning In Educational Data Mining", Margret Anouncia S., Wiil U. (eds) Knowledge Computing and its Applications - Volume II, published by Springer, Singapore.Print ISBN 978-981-10-8257-3,Online ISBN 978-981-10-8258-0

  7. "Efficacy of Knowledge Mining and Machine Learning Techniques in Health Care Industry", knowledge Computing and its Applications – Volume 1, published by SPRINGER NATURE, Singapore ISBN 978-981-10-6679-5 ISBN 978-981-10-6680-1

  8. Co-authored a Book on Software Engineering, Vipul Prakashan Publishers, Navi Mumbai MACFAST publication has been accepted.

Awards

  • Honored by RSST on 26th January 2015 for achieving Excellence in Higher Education.

  • Honored by ISTE, R.V.C.E Chapter on 27th September 2014 for the award of PhD in Computer Applications.

  • Awarded “A” grade in UGC Certified Orientation programme conducted by UGC Staff College, Mumbai in the year in 2007 

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