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Dr S Anupama Kumar Publications

Book Chapters

  1. "An Effective Machine Learning Approach to Model Healthcare Data" , In the Series Book: Data Engineering and Data Science by Wiley Publications , https://doi.org/10.1002/9781119841999.ch11

  2. “Narrative and Text Visualization: A Technique to Enhance Teaching Learning Process in Higher Education”, In: Anouncia S., Gohel H., Vairamuthu S. (eds) Data Visualization. Springer, Singapore, First Online 04 March 2020 , DOI https://doi.org/10.1007/978-981-15-2282-6_1 , Publisher Name Springer, Singapore Print ISBN 978-981-15-2281-9
    Online ISBN 978-981-15-2282-6, eBook Packages Computer Science (Scopus Indexed)

  3. “Computational Intelligence for Data Analytics”, Kumar R., Wiil U. (eds) ,Recent Advances in Computational Intelligence. Studies in Computational Intelligence, vol 823. Springer, Cham , First Online 24 March 2019 , DOI https://doi.org/10.1007/978-3-030-12500-4_2 , Publisher Name Springer, Cham , Print ISBN 978-3-030-12499-1 , Online ISBN 978-3-030-12500-4 (Scopus Indexed)

  4. "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 (Scopus Indexed)

  5. "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 (Scopus Indexed)

International Journals

  1. S Anupama Kumar , Andhe Dharani , Deepak MB, Aishwarya Kamble,” An Automataed Deep Learning Model To Classify Diseases in Arecanut Plant” Indian Journal of Computer Science and Engineering (IJCSE), pp 43-55, Vol. 15 No. 1 Jan-Feb 2024, DOI : 10.21817/indjcse/2024/v15i1/241501036 (Q4 Journal)

  2. Andhe Dharani, S Anupama Kumar, Peethi N Patil, “Object Detection at Edge using Tiny ML Models”, SN Computer Science, Vol 5, Issue 1, https://doi.org/10.1007/s42979-023-02304-z (Q2 Journal)

  3. Preethi N Patil, Andhe Dharani, S Anupama Kumar, Naganagouda Patil, Tensorflow Based Prediction Model For Classifying Human Blood Smear Microscopic Images As Indicating Presence Of Malaria Parasite”, ICTACT Journal On Soft Computing, April 2023, Volume: 13, Issue: 03, ISSN: 2229-6956 (ONLINE), OI: 10.21917/ijsc.2023.0411 (UGC CARE)

  4. Divya TL, Anupama Kumar S, Vijayalakshmi MN, Andhe Dharani, “Analysis And Empirical Decision for Post Forest Fire Effects on Atmosphere and Vegetation Loss”, Eur. Chem. Bull. 2023, 12 (1), 3324 – 3329, doi: 10.31838/ecb/2023.12.1.437 (Q3 Journal)

  5. S Anupama Kumar, Anusha M, " Blockchain enabled Supply Chain Management", Springer Nature (SN ) Computer Science (2023) 4:179 , Vol.:(0123456789), https://doi.org/10.1007/s42979-022-01621-z (Q2 Journal)

  6. Divya TL, Vijayalakshmi MN, S Anupama Kumar, “Detection Of Supporting Features And Its Implications On Forest Fire Occurrence Using Random Forest Algorithm”, Complex System and Complexity Science Journal, Vol 8, Issue 4 , April 2021 (Q4 Journal)

  7. 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)

  8. Priyanka H , Vinuta Hegde and Dr 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

  9.   Jayashree, Dr 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

  10. Arun.S, Bharath , Dr 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

  11. Dr 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)

  12. Dr S Anupama Kumar, Dr Vijayalakshmi MN, "Efficiency of Data Mining Techniques in Edifying Sector", International Journal of Advance Foundation and Research in Computer (IJAFRC) , Volume 1, Issue 8, August2014. ISSN 2348 - 4853 pp 56-62

  13. Dr 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, Volume3.Issue…8.,.Aug-2014,pp.410.-.413 GLOBAL IMPACT FACTOR 2013: 0.546

  14. Dr. 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

  15. S.Anupama Kumar, Dr.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

  16. S.Anupama Kumar , Dr. 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.

  17. S.Anupama Kumar , Dr. 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

  18. S.Anupama Kumar , Dr. 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.

  19. S.Anupama Kumar, Dr. 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].

  20. S.Anupama Kumar, Dr. 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. Divya TL, S Anupama Kumar , “Data Storage and Visualization Analysis of Tableau and Power BI”, Hinweis Third International Conference on Advances in Software Engineering and Information Technology, 31st August 2024.

  2. Shailaha KP, S Anupama Kumar , " An Efficient Ensembled Deep Learning Technique for Stock Prediction", International Conference on Innovations in CyberSecurity and Data Science, 15-16th March 2024 at Reva University, Bengaluru.(To be Published in Springer Nature)

  3. S. Anupama Kumar, Y. S. K. Kumar and P. Thejas, "Efficient Text Summarization using Natural Language Processing," 2023 International Conference on Data Science, Agents & Artificial Intelligence (ICDSAAI), Chennai, India, 2023, pp. 1-7, doi: 10.1109/ICDSAAI59313.2023.10452601.

  4. Nithin and S. Anupama Kumar, "Virtual Assistant Using Deep Learning Techniques," 2023 7th International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), Bangalore, India, 2023, pp. 1-6, doi: 10.1109/CSITSS60515.2023.10334091.

  5. Thejas P, S Anupama Kumar , Y S Kiran Kumar , "Development of an NLP-Based Automatic Data Retrieval Model," 2023 4th International Conference on Smart Electronics and Communication (ICOSEC), Trichy, India, 2023, pp. 1603-1607, doi: 10.1109/ICOSEC58147.2023.10275917.

  6. K. B. Shireesha, P. Thejas and S. A. Kumar, "Document Analysis using Deep Learning Techniques," 2023 4th International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2023, pp. 1568-1572, doi: 10.1109/ICESC57686.2023.10193742.

  7. 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 (Presented in ICASDL 2022)

 

  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.

 

  1. Divya TL, Dr. Vijayalakshmi MN, Dr.Anupama Kumar S,” Speculation of Forest fire using spatial and video data”, in 1st International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE), IEEE Conference, Electronic ISBN: 978-1-7281-0418-8 , Print on Demand(PoD) ISBN: 978-1-7281-1266-4 , pp. 127-130, doi: 10.1109/ICATIECE45860.2019.9063781. (Scopus Indexed)

 

  1. 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 At Jct College Of Engineering And Technology, Pichanur Road, Off Nh 47, Pichanur, Coimbatore, Tamil Nadu 641105 and published in Springer Lecture Notes on Data Engineering and Communications Technologies with Series Editor.: Xhafa, Fatos and ISSN: 2367-4512

 

  1. Jayashri B.Madalgi, Dr. 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 At Jct College Of Engineering And Technology, Pichanur Road, Off Nh 47, Pichanur, Coimbatore, Tamil Nadu 641105 and published in Springer Lecture Notes on Data Engineering and Communications Technologies with Series Editor.: Xhafa, Fatos and ISSN: 2367-4512 (Scopus Indexed)

  2. Jayashri Madalgi, Dr S Anupama Kumar, "Development of Wireless Sensor Network Congestion Detection Classifier Using Support Vector Machine", 3rd International Conference on CSITSS-2018 between 19th December 2018- 21st December 2018,  pp : 187-192 ISBN: 978-1-5386-6078-2 , DOI: 10.1109/CSITSS.2018.8768781 (Scopus Indexed)

  3. Prakruthi V, Sindu , Dr 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 (Scopus Indexed)

  4. Shrikant H K, Dr S Anupama Kumar , Application of Seasonal Analytics in HealthCare Sector. In: Hemanth, J., Fernando, X., Lafata, P., Baig, Z. (eds) International Conference on Intelligent Data Communication Technologies and Internet of Things (ICICI) 2018. ICICI 2018. Lecture Notes on Data Engineering and Communications Technologies, vol 26. Springer, Cham. https://doi.org/10.1007/978-3-030-03146-6_123

  5. Prof. Shaila H Koppad,  Dr 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 o 27th and 28th July 2018

  6. 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.

  7. Dr S Anupama Kumar , Prof. 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

  8. Ms.Jayshri B Madalgi, Dr 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 and paper published in IEEE Explorer (Scopus Indexed)

  9. Shaila Koppad, Dr. 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 (Scopus Indexed)

  10. Mrs. Jayashri B. Madalgi and Dr. 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.

  11. Shaila Koppad, Dr S Anupama Kumar, S. H. Koppad and A. Kumar, "Application of big data analytics in healthcare system to predict COPD," 2016 International Conference on Circuit, Power and Computing Technologies (ICCPCT), 2016, pp. 1-5, doi: 10.1109/ICCPCT.2016.7530248.

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

  13. S. Anupama Kumar and M. N. Vijayalakshmi, "Mining of student academic evaluation records in higher education," 2012 International Conference on Recent Advances in Computing and Software Systems, 2012, pp. 67-70, doi: 10.1109/RACSS.2012.6212699. (Scopus Indexed)

  14. Anupama Kumar, S., M.N., Vijayalakshmi. (2012). Inference of Naïve Baye’s Technique on Student Assessment Data. In: Krishna, P.V., Babu, M.R., Ariwa, E. (eds) Global Trends in Information Systems and Software Applications. ObCom 2011. Communications in Computer and Information Science, vol 270. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-29216-3_21 (Scopus Indexed)

  15. S.Anupama Kumar, Dr. 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

  16. S.Anupama Kumar, Dr. 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

  • S.Anupama Kumar, Dr.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.
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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