Dr. Megha Rathi

Education

• PhD (Computer Science and Engineering) from Banasthali Vidyapeeth.
• M.Tech (Computer Science and Engineering) from Banasthali Vidyapeeth
• B.Tech (Computer Science and Engineering) from UPTU.

Biography

Having 10 years of teaching experience. Research areas include Data Mining, Data Science, Data Analytics, Health Science, Machine Learning, and Database Systems. I have been actively participated in various conferences, faculty development programs, workshops and symposiums.

Interest Area(s)

Data Science, Data Mining ,Machine Learning , Data Analytics, Database management system, Software Engineering, R Programming, Python Programming.

Work Experience:

• Presently working as An Assistant Professor (Senior Grade)in the Department of Computer Science & Engineering at Jaypee Institute of Information Technology (JIIT), Sector 62, Noida, U.P. from 05-07-2010 to till date.
• Worked as a Project Associate in IIT Delhi.
• One year industrial training from NATIONAL INFORMATICS CENTRE CGO Complex New Delhi
• Worked as an Assistant Professor in Department of Computer Science & Engineering (CSE) at SHARDA UNIVERSITY Greater Noida, U.P.

Publications

• Megha Rathi, Vaibhav Grover, Twinkle Kheterpal, “Dr. Query - A Predictive Mobile Based Healthcare Tool for Querying Drug “ in International Journal of Swarm Intelligence Research (IJSIR), IGI Global, Volume 11, Issue 1, Article 3, 2019 . [Indexed in Web of Science Emerging Sources Citation Index(ESCI) , Scopus]
• Megha Rathi,Vikas Pareek, “Mobile based Healthcare Tool: An Integrated Disease Prediction & Recommendation System”, in International Journal of Knowledge and Systems Science (IJKSS), IGI Global, Volume 10, Issue 1, Article 3, 2019. [Indexed in Web of Science Emerging Sources Citation Index (ESCI) , Scopus]
• Megha Rathi, Samyak Jain, Uday Aggarwal, “Exploring Food Domain Using Deep Learning Technique”, in Smart Healthcare Systems by Taylor & Francis , ISBN: 978-0-367-03000-1,Catalogue No.: K405452, 2019.
• Abhinav Gautam, Arjun Singh Chauhan, Ayush Srivastava, Chetan Jadon and Megha Rathi, “Major Histocompatibility Complex Binding and various health parameters analysis”, in Smart Healthcare Systems by Taylor & Francis ,ISBN: 978-0-367-03000-1,Catalogue No.: K405452, 2019.
• Japsehaj Singh Wahi, Mayank Deepak Thar, Muskan Garg, Charu Goyal, Megha Rathi, “Analysis of Air Quality and Impacts on Human Health”, in Smart Healthcare Systems by Taylor & Francis , ISBN: 978-0-367-03000-1,Catalogue No.: K405452, 2019.
• Megha Rathi, Ishant Tyagi, Jatin Shad, Shubham Sharma, Siddharth Gaur, “Classification of Genetic Mutations”, in Smart Healthcare Systems by Taylor & Francis ,ISBN: 978-0-367-03000-1,Catalogue No.: K405452, 2019.
• Megha Rathi, Ananya Singhal, “Lifestyle Application for the Visually Impaired”, in Smart Healthcare Systems by Taylor & Francis ,ISBN: 978-0-367-03000-1,Catalogue No.: K405452, 2019.
• Rahul Agrawal, Deepak Gupta, Adwitiya Sinha, Megha Rathi,"Fuel Economy Analysis for Vehicular Efficiency", in International Conference on Signal Processing and Communication, March 2019 [Indexed in Scopus].
• Yash Singhal, Ayushi Jain, Shrey Batra, Yash Varshney, Megha Rathi, “Review of Bagging and Boosting Classification Performance on Unbalanced Binary Classification”, 2018 IEEE 8^th International Advance Computing Conference (IACC).
• Shikha Singhal, Shubham Jain, Megha Rathi, Adwitiya Sinha, “Smart Technologies to Build Healthcare Models for Vision Impairment (Book Chapter)”, Advanced Classification Techniques for Healthcare Analysis, IGI Global, 2019 [Indexed in Scopus].
• Megha Rathi, Aditya Malik, Daksh Varshney, Rachita Sharma, Sarthak Mendiratta, “Sentiment Analysis of Tweets using Machine Learning Approach”, in International Conference on contemporary Computing,2018 [Indexed in Scopus and DBLP].
• Megha Rathi, Dhruv Garg, Mehul Goel, Vatsal Singhal,” Prediction of health fitness and heart status using data mining techniques”, in 3rd International Conference on Internet of Things and Connected Technologies (ICIoTCT), 2018 [Indexed in ISI Web of Science, Google Scholar, Scopus and DBLP].
• Megha Rathi, Karan Gandhi, Tanishk Agrawal, Vaibhav Upadhayaya, “Speech Based Intelligent System To Assist Blind/ Low Vision Users Virtual Eyes”, in 3rd International Conference on Internet of Things and Connected Technologies (ICIoTCT), 2018 [Indexed in ISI Web of Science, Google Scholar, Scopus and DBLP]
• Megha Rathi,Shruti Sahu, Ankit Goel, Pramit Gupta, “Hybrid Approach for Disease Prediction”, in the Proceedings of International Conference on “Computing for Sustainable Global Development”, 14th – 16th March, 2018 [Indexed in Scopus].
• Megha Rathi, Vikas Pareek, “Disease Prediction tool: an integrated hybrid data mining approach for healthcare”, in International Journal of Computer Science & Information Technology & Security (IJICSITS), Vol.6. No.6, Dec 2016 [Indexed in Scopus].
• Megha Rathi, Vikas Pareek, “Hybrid Approach to predict Breast Cancer using Machine Learning Techniques” in International Journal of Computer Science Engineering, Vol.5, no.3, pp.125-136, ISSN: 2319-7323, May 2016.
• Megha Rathi, Vikas Pareek, “A Bioinformatic Tool for Breast Cancer Prediction using MachineLearning Techniques”, in International Journal of computer Engineering and Applications, Vol VII, Issue III, September 2014.
• Megha Rathi, Chetna Gupta, “ An Approach to predict Breast Cancer and Drug Prediction using Machine Learning Techniques”, ACEEE Int. J. of Information Technology, vol.4, No.1, March 2014.
• Chetna Gupta, Megha Rathi,"A Meta Level Data Mining Approach to Predict Software Reusability", IJIEEB, vol.5, no.6, pp.33-39, 2013. DOI: 10.5815/ijieeb.2013.06.04.
• Megha Rathi, Vikas Pareek,"Spam Mail Detection through Data Mining – A Comparative Performance Analysis", IJMECS, vol.5, no.12, pp.31-39, 2013.DOI: 10.5815/ijmecs.2013.12.05
• Megha Rathi, Arun K singh, “Breast Cancer Prediction using Naïve Bayes Classifier”, IJITS,Vol.1; No.2: ISSN: 2277-9825 (Jul-Dec 2012).

Professional Achievements

• Editor of Book: “Smart Healthcare Systems” by Taylor & Francis ,ISBN: 978-0-367-03000- 1,Catalogue No.: K405452
• Session Co-chair for Special Session on #7.040: “Performance Analytics for Next-Generation Computing”, in 5th International Conference on Computing for Sustainable Global Development, 14-16th March, 2018.
• Session Chair for Special Session on: “Intelligent Techniques for Sustainable Computing” in IEEE 8^th International Advance Computing Conference (IACC 2018), December 14-15,2018.
• TPC member of various conferences and Journals(Inderscience, Journal of King Saud University -Computer and Information Sciences, International Journal of Big Data and Analytics in Healthcare (IGI Global)), Briefings in Bioinformatics (Oxford University Press).
• Delivered Expert Lecture "Database Applications" on "Ist Refresher Course in E-Learning & EGovernance
• (Interdisciplinary) on 6, August, 2018, 02:00 PM to 3:30 PM, JNU, New Delhi.
• Delivered Expert Lecture “Database and E-Learning" on "Ist Refresher Course in E-Learning & EGovernance (Interdisciplinary) on 6, August, 2018,03:45 PM to 05:15 PM, JNU, New Delhi.
• Delivered Expert Lecture on "Data Analytics & Insights with R" on workshop "Big Data Systems, Tools and Applications”, on 18, December, 2018, JIIT, Noida.
• Hands-on-Session on "Data Analytics & Insights with R" on workshop "Big Data Systems, Tools and Applications”, on 18, December, 2018, JIIT, Noida.