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No of Projects Guided (PG): 100
Research Projects Completed
• Principal Investigator for the project titled "Design and Development of an Algorithm for data access and replication in mobile environment using data mining techniques" funded by Computer Society of India (CSI)
Publications
International Journals
1. Dr. Divya TL, Dr. VijayalakshmiM.N and Dr. 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.
2. Dr. Vijayalakshmi MN, Dr. Andhe Dharani, and Mr. Narasimha Swamy S, "Realization of IoT Solution for Smart Agri and ITS using Cloud", International Journal of Advanced Engineering and Technology, ISSN: 2456-7655; Impact Factor: RJIF, 5.54, Vol 1 July 2017, Issue 3, pp 20-23, UGC Approved Scopus Indexed Journal
3. Mr. Narasimha Swamy S, Dr Shantaram Nayak, Dr Vijayalakshmi M N , "Analysis on IoT Challenges, Opportunities, Applications and Communication Models " , International Journal of Advanced Engineering, Management and Science (IJAEMS), Infogain Publication (Infogainpublication.com), Vol-2, Issue-4, April- 2016, pp 75-78
4. Mr. Narasimha Swamy S, Dr Shantaram Nayak and Dr Vijayalakshmi M N, "Performance Analysis of 6LoWPAN Routing Protocols for IoT” in International Journal of Advance Engineering and Research Development (IJAERD) Volume-03, Issue-02, February -2016. Page.No 77-83, e-ISSN (O): 2348-4470, p-ISSN (P): 2348-6406. Scientific Journal of Impact Factor (SJIF): 3.134
5. Andhe Dharani, Manjuprasad B., Shantharam Nayak, Vijayalakshmi M. N., Sensor Networks - An Insight on Market Perspective and Real Time Border Monitoring System, International Journal of Sensors and Sensor Networks. Vol. 3, No. 3, 2015, pp. 18-23. DOI: 10.11648/j.ijssn.20150303.11
6. Divya.T.L, Dr.Vijayalakshmi.M.N,“Envisagation and Analysis of Air Pollution Caused by Forest fire using Machine Learning Algorithm” International Research Journal of Engineering and Technology (IRJET) ,Volume 2, Issue 4, July 2015.
7. Dr.Andhe Dharani, Mr.Manjuprasad B, Dr.Shantharam Nayak, Dr.Vijayalakshmi M.N., "Performance Analysis of Cluster Based Protocols in Sensor Networks and their Vulnerabilities", International Journal of Innovative Research in Computer and Communication Engineering(IJIRCCE), Vol. 3, Issue 4, ISSN (Online): 2320-9801, April 2015,pp.3045-3051. DOI: [ 10.15680/ijircce.2015.0304107] Impact Factor (2013) -4.447.
8. 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 Directory of Science Score for IJAFRC - 13.33 , ISRA: Journal Impact Factor (JIF) - 0.853 , Scientific Journal Impact Factor 2012: 3.599
9. M. Senthil Vadivu, Dr.Vijayalakshmi.M.N, “ An Assessment of Hyper spectral Imaging and Target detection”, International Journal of Advanced Research in Computer and Communication Engineering, Vol. 3, Issue 8, August 2014, pp 7726- 7730, ISSN (Online) : 2278-1021, ISSN (Print) : 2319-5940
10. Divya K C,Dr.Sumithradevi.K.A , Dr.Vijayalakshmi.M.N, " Implementing J48 algorithm on Audio Conference Call Details Records to predict high usage customers", International Journal of Electronics Circuits and Systems, Vol 3, Issue 2,June 2014, pp 197-200.
11. Dr. Vijayalakshmi M N, 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
12. Divya. T. L , Dr.Vijayalakshmi.M.N, “Development of Frame Work for Prediction of Forest Fire and Fire Spread Direction Using Image Mining” International Journal of Advanced Research in Computer and communication Engineering,Vol. 2, Issue 12,December 2013,pp 4878-4882,ISSN (Print) : 2319-5940,ISSN (Online) : 2278-1021
13. Divya. T. L , Dr.Vijayalakshmi.M.N, “Implementation of data mining techniques for temperature extraction for forest fire occurrence with image analysis”, International Journal of Innovative Research in Computer and Communication Engineering, Vol 1, Issue 10, ISSN ( Online) 2320-9801, ISSN(Print) 2320-97982423 -2428,December 2013.
14. Manjuprasad, Dr.AndheDharani, Dr.Vijaylakshmi.M.N, VijaySingh,"Power Estimation in Wireless Sensor Networks by Clustering Mechanism”, International Journal Of Scientific & Engineering Research, Volume 4, Issue 8,Issn 2229-5518 , August 2013.
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, pp 9-16
16. Manjuprasad,Dr.AndheDharani,Dr.Vijaylakshmi.M.N,“Residual Energy Based Clustering Algorithm for Mobile Nodes in Sensor Networks”, International Journal of Computer Networking, Wireless and Mobile Communications(IJCNWMC), Vol. 3, Issue 1, March 2013,pp 281-287, ISSN(Print):2250-1568; ISSN(Online): 2278–9448
17. Dr.AndheDharani, Dr.Vijayalakshmi M.N, ManjuPrasad, Vijay Singh,” An Epigrammatic Study of some of the Fundamental Concepts in Wireless Sensor Networks" International Journal of Emerging Technology and Advanced Engineering Volume 2, Issue 9, September 2012, pp 422 - 426 ,ISSN 2250-2459.
18. 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, Issue 9, September 2012, pp 52-57,
19. Dr.Vijayalakshmi.M.N, Dr.Sumithradevi.K.A "An Efficient and Optimal Clustering Algorithm for Mobile Adhoc Networks" International Journal of Computer Science and Management Research, Vol 1, Issue 2, September 2012, ISSN 2278-733X, pp 100- 103,
20. Dr.Vijayalakshmi.M.N, Dr.Andhe Dharani,”Cluster Head Assortment Gateway Based Multipath Routing In WSN”, International Journal of Communications in Information Science ISSN:2222-1859 Online ISSN:2224-7785,2012, pp 15 -19,
21. S.Anupama Kumar , Dr.Vijayalakshmi.M.N,”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.
22. S.Anupama Kumar , Dr.Vijayalakshmi.M.N, “Envision of Student’s Concert Using Supervised Learning Techniques”, International Journal of Computer Engineering Science(IJCES), Vol 1, No. 2,December 2011 ,ISSN: 2250-3439,pp 1-7
23. Arachana. M, Dr.Vijayalakshmi.M.N, “Extracting Web Information for CLIR” International Journal of Modeling and Optimization, Vol 1, No.5, December 2011, pp 410-413.
24. Divya.T.L, Dr.Vijayalakshmi.M.N, “Wild conservation burnt area prediction by Data mining International Journal of Computer Applications, No. 1, Article 3, November 2011, Published by Foundation of Computer Science, New York, USA, pp. 9-15
25. S.Anupama Kumar , Dr.Vijayalakshmi.M.N, “Implication Of Classification Techniques In Predicting Student’s Recital”, International Journal of Data Mining & Knowledge Management Process (IJDKP) Vol.1, No.5, September 2011, ISSN : 2230 - 9608[Online] ; 2231 - 007X [Print], pp 41-51
26. S.Anupama Kumar , Dr.Vijayalakshmi.M.N, “Prediction of the Students Recital using Classification Technique” International Journal of Computing”, Vol 1, No.3, July 2011, ISSN 2231-2153 (Print), ISSN 2230-9039(Print), pp 305 – 309.
27. Dr.Vijayalakshmi.M.N, Dr.Sumithradevi.K.A, “Classification Algorithms in Achieving partitioning optimization for VLSI application” Proc,”International Journal of Computer Technology”, Vol 2, No.6, December 2010, ISSN 1793-8201, pp 916 – 918.
28. Vijayalakshmi.M.N,AndheDharani, Dr.Vasantha.R, Dr.P.S.Satyanarayan,“OCR for script Identification of Devanagiri Character Set Using Halftone Image with OPTICS”,Proc International Journal of Data Mining Knowledge and Engineering,Vol 1, No.5, ISSN 0974-9683,August 2009,pp 244-249.
29. Vijayalakshmi.M.N,Sumithradevi.K.A,Dr.Vasantha.R,Dr.AnnamaAbraham, “Optimizing Circuit Partitioning by Implementing Data Mining and VHDL tools pertinent to VLSI Design”Proc,”International Journal on Intelligent Electronic Systems”,Vol 2,No.1, ISSN 0973-9238, July 2008, pp 11-15.
30. Vijayalakshmi.M.N,Sumithradevi.K.A,Dr.Vasantha.R,Dr.AnnamaAbraham,“Accomplishment of Circuit Partitioning Using VHDL and Clustering Pertaining to VLSI Design” Proc,”International Journal of Computer Networks and Security”, Vol 8 ,No. 8, ISSN 1738-7906 ,Aug 2008, pp 405-408.
31. Vijayalakshmi.M.N,Dr.Vasantha.R,“Clustering of Cyber Data Using BIRCH and CLARANS” Proc, International Journal of Intelligent Information Processing”Vol 2,No.2, ISSN 0973-3892, December 2008,pp 213-217.
National Journals
1. Vijayalakshmi.M.N,Dr.Vasantha.R ,“Evaluation of Fuzzy Artmap with DBSCAN in Recognizing Hindi Numerals” Proc, Journal of Computing and Communication technology, Vol 1, Issue1, Feb 2008, pp 49-55
International Conferences
1. Santosh Akki, Dr.Vijayalakshmi.M.N, "Design of Dashboard for University Examination result analysis" at 3rd International Conference on Computational Systems and Information Technology for Sustainable Solutions( CSITSS-2018) ,20th December 2018 - 22nd December 2018
2. Andhe Dharani, Dr Vijayalakshmi M N and Mr. Narasimha Swamy S, "Mobile as a sensor in Intelligent Transportation System for Street Route", in "2018 International Conference on Computing, Power and Communication Technologies (GUCON-2018)", Technically co-sponsored by IEEE UP Section, IEEE Indian Council Computer Chapter, IEEE PE/IA Chapter UP Section & CSI Noida Chapter, Organized by Galgotias unicercity during September 28th - 29th, 2018.
3. Vyshali J Gogi and Dr. Vijayalakshmi M. N, “A Survey on HCC Scenario and Prediction Strategy using Data Mining Techniques”, IEEE sponsored 2nd International Conference on Inventive Computation Technologies (ICICT 2017), organized by RVS Technical Campus Coimbatore,24th - 25th August 2017, IISBN:978-1-5090-6697-1, pp 59-62
4. Dr. Sumithra Devi.KA,Dr. Andhe Dharani, and M. N. Vijayalakshmi, Transformation in Engineering Education:An Analysis of Challenges and Learning Outcomes. "Recent Advances in Education and Educational Technology ,Proceedings of the 14th International Conference on Education and Educational Technology (EDU '15), ISSN: 2227-4618 ISBN: 978-1-61804-300-9, April 23rd -25th 2015 pp 33-36
5. Divya TL ,Dr.Vijayalakshmi MN "Analysis of Wild Fire Behaviour in Wild Conservation Area using Image Data mining", IEEE International Conference onElectrical Computer and Communication Technologies (IEEE-ICECCT) at SVS College of Engineering ,Coimbatore,Tamil Nadu,India,During 5th -7th March 2015, pp 909-912
6. Divya.T.L, Dr.Vijayalakshmi.M.N"An efficient and optimal clustering algorithm for real time forest fire prediction with Sensor network and data mining, IEEE"International conference on communication and signal processing, Adhiparashakthi Engineering college,Melmaruvathur, April 3rd -5th 2014, pp802-805.
7. Divya TL Dr. Vijayalakshmi.M.N, Dr.Sumithra Devi K A “Forest fire Danger Rate Prediction by Data mining”, First international conference on Future Computing (ICFC-2012)Bangalore, 22nd – 24th December 2012, ISBN 978-81-8487-271-2.
8. S.Anupama Kumar, Dr Vijayalakshmi MN, “A Novel Enhancement measure of Learner Records using Data mining Techniques”, International Conference on Future Computing(ICFC-2012), Bangalore, 22nd -24th December 2012, ISBN No 978-81-8487-271-2.
9. S.Anupama Kumar,Dr.Vijayalakshmi.M.N”Inference of Naive Bayes Techniques on Student Assessment Data “ , ObCom 2011, Part II, CCIS 270, Springer-Verlag Berlin Heidelberg 2012 ,9th – 10th December 2011, pp. 186–191, 2012.
10. Dr.Vijayalakshmi.M.N,“Security and Benefits of Data on the Cloud”, International Conference on Computational Intelligence and Communication Networks(CICN-2011),Gwalior,7th -9th October 2011,ISSN 978-0-7695-4587-5,pp 01-05
11. Divya.T.L, Dr.Vijayalakshmi.M.N “Forest Fire Spread Direction Detection by data mining“, 3rd International Conference on Mechanical and Electrical Technology (ICMET 2011), ISBN: 978-0-7918-5981-0, Dalian, China, August 26-27, 2011, pp 377 - 380.
12. Arachana.M,Dr.Vijayalakshmi.M.N “Mining the Web Information for Cross Language Information Retrieval”, Proc,3rd International Conference on Mechanical and Electrical Technology (ICMET 2011), ISBN: 978-0-7918-5981-0, Dalian, China, August 26-27, 2011, pp. 387 – 391
13. S.Anupama Kumar,Dr.Vijayalakshmi.M.N “Efficiency of Decision Trees in Predicting Student’s Academic Performance”, First International conference on Computer Science, Engineering and Applications (CCSEA 2011), Chennai, 15th -17th July 2011, ISSN 2231-5403, pp 335-341
14. Dr.Vijayalakshmi.M.N,Dr.AndheDharani "Power Optimization in Ad hoc Sensor Networks using Clustering Approach", Proceedings of The World Congress on Engineering 2011,The 2011 International Conference on Wireless Networks, London, UK, 6th–8th July 2011,ISBN 978-988-19251-4-5 ISSN 2078-0958 (Print), ISSN 2078-0966 (Online), pp1737-1740.
15. Dr.Vijayalakshmi.M.N,Dr.Sumithradevi.K.A “Analysis of Square and Circular diaphragms for a MEMS pressure sensor using a Data Mining tool”, IEEE International Conference on Communication Systems and Network Technologies, SMVDU Katra, Jammu, 3rd – 5th June 20011,pp 258 – 261.
16. S.Anupama Kumar,Dr.Vijayalakshmi.M.N “ A Novel Approach in Data Mining Techniques for Educational Data” ,Proc 2011 3rd IEEE International Conference on Machine Learning and Computing (ICMLC 2011) , Singapore, ISBN : 9781424492527 ,26th -28th Feb 2011,pp 152-154
17. Dr.Vijayalakshmi.M.N,Dr.Sumithradevi.K.A “Optimization of Circuit Partitioning in VLSI through Classification Algorithms”,IEEE TENCON-2010, Fukuoka,Japan,ISSN 978-1-4244-6888/1/10 ,21st -24th November 2010, pp 1554-1557.(published in IEEE Explore with Digital Object Identifier : 10.1109/TENCON.2010.5686154)
18. Dr.Vijayalakshmi.M.N, Dr.Sumithradevi.K.A “An Analysis on Ethical Issues Due to Globalization”, IEEE Women in engineering Congress 2009, 23rd – 24th October 2009.
19. Vijayalakshmi.M.N,Dr.Vasantha.R, “Grouping of Metaknowledge for Problem Solving by Clustering Technique” Proc, International Conference on Computer and Network Technology, Chennai, ICCNT 2009,India,ISBN 978-981-4289672, 24th -26th July 2009 ,pp,253-256.
20. Vijayalakshmi.M.N,Dr.Vasantha.R “Performance of EM and DBSCAN for Image Recovery System” Proc, International conference on Computer, Electrical and Systems Science and Engineering, NICE, France, ISSN 1307-6884, 12th -14th October 2007, pp 378-381.
21. Vijayalakshmi.M.N,Sumithradevi.K.A “A New Clustering Approach to VLSI Circuit Partitioning” Proc, International conference on Computer, Electrical and System Science and Engineering, ISSE 2007,Venice Italy, ISSN 1307-6884, 23rd – 25th November 2007 ,pp 524-527
22. Vijayalakshmi.M.N,Sumithradevi.K.A “Evaluation of Fuzzy ARTMAP with DBSCAN in VLSI Applications” Proc, International Conference in Computer, Electrical and system Science and Engineering ,Bangkok,Thailand, ISSN 2070-3740,22nd – 23rd December 2007,pp738-741
23. Dr.Vijayalakshmi.M.N,Dr.Vasantha.R “Predictive Model For Software Failure Parameters Using Clustering Method And Genetic Algorithms”,Proc. International Conference On ‘Recent Trends In Information Systems’-IRIS’06,NationalEngineering College,K.R.Nagar,Kovilpatti,Tamilnadu,ISBN 81-7764-954-X,6th – 8th January 2006, pp.605-612
24. Vijayalakshmi.M.N, Dr.Vasantha.R, ”Identification of Handwritten Hindi (Devnagiri) numerals, using neural network with clustering method’. International Conference on current trends in InformationTechnology.S.R.K.R Engineering College, Bhimavaram, Andhra Pradesh, 1st – 3rd October 2005, pp 105-106
National Conferences
1. Siddlengeshwar.G.J, Vivek Simon, Dr.Vijayalakshmi.M.N, Dr. Andhe Dharani," Identification and Classification of Objects in Marine Image Data Set for Coastal Surveillance", National Conference on Electronics, Signals,Computation and Optimization organized by Department of Electronics &Communication Engineering and Department of Telecommunication Engineering, GSSS Institute of Engineering & Technolopgy For Women, Metagalli, Mysuru, on 9th July 2015
2. Divya.T.L,Dr.Vijayalakshmi.M.N “Wild conservation burnt area prediction by Datamining” Proc 2nd National conference on Information Technology, Nagpur, 23rd – 24th December 2011,pp 15.
3. 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.
4. Dr.Vijayalakshmi.M.N "Firebot Applications on Wireless portable device", National Conference on Recent Trends in Computer Networks, Knowledge Utsav 2010, Jain College, Bangalore,August 28th 2010.
5. Dr.Vijayalakshmi.M.N “E-Waste Assessment and Recycling", National Symposium on"E-waste Management and Recycling", R.V.College of Engineering, Bangalore, 20th May 2010.
6. Vijayalakshmi.M.N,Sumithradevi.K.A,Dr.R.Vasantha,Dr.AnnammaAbhraham,“Performance of Data Mining tool for Circuit Partitioning in VLSI” Proc, National Conference on Intelligent Models for data processing and Management, RVCE, Bangalore, 2nd -3rd May 2008, pp 42-44.
7. Vijayalakshmi.M.N,Dr.R.Vasantha, “Cybercrime – Breakdown using data mining algorithms” Proc, National Conference on Intelligent Models for data processing and Management, RVCE, Bangalore,2nd -3rd May 2008 ,pp 38-41.
8. Vijayalakshmi.M.N, Dr.Vasantha.R”Recognizing Handwritten Kannada Numerals Using Genetic and Mining Approach”, Proc, National Conference on Advanced Multimedia Processing and Application, RVCE, Bangalore, 27th -28th October 2005, pp 94-95.
9. Vijayalakshmi.M.N,Dr.Vasantha.R,“Applying Classical Elite Genetic Approaches & EM Clustering For Identifying Software Reuse Failure Factors”,Proc.National Conference On Recent Trends In Information Technology,Sir M.V.I.T,Bangalore,7th -8th August 2005.
10. Vijayalakshmi.M.N “Comparison of Clustering Algorithms in data mining”, Proc.National Conference on Computational Mathematics in Engineering Applications, RVCE, Bangalore, 21st -22nd July 2005, pp148-155.
Book Publications
1. "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
2. "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
3. “Inference of Replanting in Forest Fire affected land using Data Mining”, Computational Intelligence, Springer, Vol 1, ISBN No 978-81-322-2732-8 (Print) 978-81-322-2734-2(Online)
4. "Optimal Energy Utilization in Sensor Networks by Clustering", ISBN 978-3-659-24571-8, LAMBERT Academic Publishing, Germany
Awards
• Honored by Rastriya Sikshana Samithi Trust on 26th January 2017 for the Explementary Contribution
• “Best Indian Citizen Gold Medal Award” by Global Economic Progress Research Association on 26th January 2016 for Individual Achievement and National Development
• Received "Outstanding Scientist Award - 2015", by Venus International Foundation on 19th December 2015.
• Honored by Rastriya Sikshana Samithi Trust on 26th January 2012 for achieving excellence in Higher Education.
• Honored by ISTE, R.V.C.E Chapter on 10th September 2011 for the award of PhD in Computer Science
Other Assignments
• Reviewer for various International Journals and Conferences
• Session chair for various International Conference
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