Research Papers

Research Papers

Research Project Undertaken :

BCUD (Savitribai Phule Pune University) sponsored research project entitled “Using Data Mining Techniques for Early Detection and Prevention of Oral Cancer” (Research Proposal Number: 13MGM001123 in 2013).

Paper Published :

N. Sharma, “Predicting Malignancy in thyroid using Data Mining Technique,” International Journal of Computer Application and Business Intelligence, Vol. 1(1), pp. 15-22, Jan 2010.

N. Sharma, N. Upasani, R. Choudhary, “Impact of Faculty Performance on Student’s Result,” International Journal of Commerce and Management Studies, Special Issue, pp. 01-06, Jan 2012.

N. Sharma, R. Math, N. Sable, “E-Commerce Evolution: A Study from Indian Context,” International Journal of Advances in Computing and Management, Vol. 1(1), pp. 47-52, Jan 2012.

N. Sharma, Hari Om, “Framework for Early Detection and Prevention of Oral Cancer Using Data Mining,” International Journal of Advances in Engineering and Technology, Vol. 4(2), pp. 302-310, Sep. 2012.

N. Sharma, Hari Om, “Usage of Data Mining Techniques for Early Detection and Prevention of Oral Cancer: Literature Review,” International Journal of Advanced Computing, Recent Science, Vol. 34(10), pp. 301-309, Dec. 2012.

N. Sharma, Hari Om, “Data mining models for predicting oral cancer survivability,” Network Modeling Analysis in Health Informatics and Bioinformatics, Springer Vienna, Vol. 2(5), pp. 285-295, Oct. 2013.

N. Sharma, Hari Om, “Using Data Mining for Oral Cancer Risk Stratification in terms of Age, Gender and Socioeconomic Status,” Advances in Medical Informatics, Bioinfo Publications, Vol. 3(1), pp. 37-40, Dec. 2013.

N. Sharma, Hari Om, “Significant Patterns for Oral Cancer Detection: Association Rule on Clinical Examination and History Data,” Network Modeling Analysis in Health Informatics and Bioinformatics, Springer Verlag Wien 2014, Vol. 03, Article 50, Dec. 2013.

N. Sharma, Hari Om, “Early Detection and Prevention of Oral Cancer: Association Rule Mining on Investigations,” WSEAS Transactions on Computers, Vol. 13, pp. 1-8, Feb. 2014.

N. Sharma, Hari Om, “Extracting Significant Patterns for Oral Cancer Detection Using Apriori Algorithm,” Intelligent Information Management, Scientific Research Publishing Inc., Vol. 6(2), pp. 30-37, Mar. 2014.

N. Sharma, Hari Om, “Comparing the Performance of Data Mining Tools: WEKA and DTREG,” International Journal of Scientific and Engineering Research,” Vol. 5(4), pp. 911-918, Mar. 2014.

N. Sharma, Hari Om, “Cascade Correlation Neural Network Model for Classification of Oral Cancer,” WSEAS Transactions on Biology and Biomedicine, Vol. 11, pp. 45-51, Apr. 2014.

N. Sharma, Hari Om, “Using MLP and SVM for Predicting Survival Rate of Oral Cancer Patients,” Network Modeling Analysis in Health Informatics and Bioinformatics, Springer Verlag Wien, Vol. 3, Article 58, May 2014.

N. Sharma, R. Math, “Big Data Analytics: In Service Industry”, International Journal of Emerging Trends in Engineering and Development, Vol. 3, Issue 4, pp. 948-955 , May 2014.

N. Sharma, Hari Om, “Usage of Probabilistic and General Regression Neural Network for Early Detection-Prevention of Oral Cancer,” Scientific World Journal, Hindawi Publishing Corporation, Volume 2015, Article ID 234191, pp 1-11, May 2015.

N. Sharma, Hari Om, “GMDH Polynomial and RBF Neural Network for Oral Cancer Classification,” Network Modeling Analysis in Health Informatics and Bioinformatics, Springer Verlag Wien, Vol. 04, Issue 1, June 2015.

N. Sharma, Hari Om, “Hybrid Framework using Data Mining Techniques for Early Detection and Prevention of Oral Cancer,” International Journal of Advanced Intelligence Paradigm, Inderscience, Vol. 09, Nos 5/6, pp. 604-622, Nov 2017.

Paper Presented :

N. Sharma, “Comparing the Performance of Data Mining Techniques for Oral Cancer Prediction”, International Conference on Communication, Computing & Security (ICCCS2011), ACM Digital Library, pp. 433-438, Feb 12-14 2011.

N. Sharma, D. Sawai, “Suggested Methodologies for Enhancing SAD”, 4th International Conference on Emerging Trends in Engineering & Technology (ICETET), G. H. Raisoni College of Engineering, Nagpur, Conference Proc. published in Data Mining Algorithms by IEEE Xplore, pp.1-4, Nov 18-20 2011.

N. Sharma, N. Upasani, R. Choudhary, “Impact of Faculty Performance on Student’s Result”, International Conference on Advances in Computing & Management, Jan 2012.

N. Sharma, R. Math, N. Sable, “E-Commerce Evolution: A Study from Indian Context”, International Conference on Advances in Computing & Management, ISBN 978-81-921768-0-2, Jan 2012.

N. Sharma, Hari Om, “Significant Patterns Extraction to Find Most Effective Treatment for Oral Cancer Using Data Mining,” 37th National Systems Conference, Dec.5-7, 2013, IIT Jodhpur, Conference Proc. published in Systems Thinking Approach for Social Problems (Lecture Notes in Electrical Engineering), Springer Series, Vol.327, pp.385-396, Jan 2015.

N. Sharma, Hari Om, “Predicting Oral Cancer Survivability using LR and PNN/GRNN Models,” 8th Int. Conf. on Data Mining and Warehousing (ICDM), Bangalore, Conference Proc. published in Data Mining Algorithms by Elsevier, pp.43-51, July 25-27, 2014.

N. Sharma, “Using Data mining for Early detection and Prevention of Oral Cancer”, Innovation-2015, Regional Research Conference, BCUD, Savitribai Phule Pune University, MAEER’s MIT School of Management, July 08, 2015.

N. Sharma, D. Sawai, G. Surve, “Big Data Analytics: Impacting Business in Big Way”, IEEE International Conference on Data Management, Analytics and Innovation – 2017 (24-26 February 2017), Zeal Institute of Business Administration, Computer Application and Research, Pune, Conference Proc. published in IEEE Xplore, DOI: 10.1109/ICDMAI.2017.8073494

Sawai M., Sawai D., Sharma N. (2019) 6-Tier Design Framework for Smart Solution as a Service (SSaaS) Using Big Data, 2nd International Conference on Data Management, Analytics and Innovation (19 – 21 Jan 2018), Institute of Industrial and Computer Management and Research (IICMR) Pune, Conference Proc. Published in Springer (AISC Series), DOI: https://doi.org/10.1007/978-981-13-1274-8_7

Vivek Kedia, Zubayr Khalid,Saptarsi Goswami, Neha Sharma, Kavita Suryawanshi (2019) Portfolio Generation for Indian Stock Markets Using Unsupervised Machine Learning, 2018 Fourth International Conference on Computing Communication Control and Automation (ICCUBEA) (16-18 Aug 2018), Pimpri Chinchwad College of Engieering (PCCOE), Nigdi, Pune, Conference Proc. Published in IEEE Xplore (25 April 2019), DOI: 1109/ICCUBEA.2018.8697771

Poster Presented :

N. Sharma, “Using Data mining for Early detection and Prevention of Oral Cancer”, Innovation-2014, Regional Research Conference, BCUD, UoP, Sinhgad Institute of Business Administration and Computer Application, Lonavala, May 3-4, 2014.

N. Sharma, Ajay Mahar, Abhishek Gupta, “Trouble Informer,” Avishkar-2014, Zonal Level Research Project Competition, BCUD, SPPU, September 24, 2014.