IMSEC Society


Phone: 01204940000

Dr. Upasana Pandey

  • Department:
  • Position:
  • Experience:
  • Information technology
  • Associate Professor
  • 15

Brief Profile:

Qualification: Computer Engineering (University of Delhi), M.Tech IT , M. Sc. IT , DOEACC ’A’ level.


Assistant Prof (Contractual) NIT, Delhi, 21-08-2013 to 12-03-2014
Teaching cum Research Fellow, NSIT, Delhi, 01-10-2008 to 20-08-2013
Lecturer, JIMS Rohini Delhi, 01-08-2006 to 15-09-2008

Areas of Interests

Machine Learning, Information Retrieval, Text Mining, Data Mining

Research publications in International Journal

"Upasana, S. Chakraverty, “A Review of Text Classification Approaches for E-mail Management”, International Journal of Computer Theory and Engineering, Vol.3, No. 2, Pages 137-144, 2011 2. Upasana Pandey, S. Chakraverty, Rahul Jain, “Context Driven Technique for Document Classification”, International Journal on Network Security ,Vol. 2, No. 2, Pages 23-27, 2011 3. Upasana Pandey, S. Chakraverty, Bhawna Juneja, Ashima Arora, Pratishtha Jain, “ Semantic document classification using lexical chaining and fuzzy approach”, International Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, Volume-1, Issue-5, Pages 367-371, November 2011. 4. Upasana Pandey, Apoorv Arora, Harshit Syal, S. Chakraverty, “Semi-Supervised HSK-means algorithm for Contextual Document Classification”, International journal of computer sciences and its application, Vol.1, issue 1, Pages 144-147 , April 2012, 5. Upasana Pandey, S. Chakraverty, Monadhika Sharma, Rahul Jain, “ Context Based Document Classification using Support Vector Machine”, MERI-Journal of Management & IT, Vol. 5 No.2, Pages 85-93, April 2012. 6. S. Chakraverty, U. Pandey, P. Dutt, “A Framework for Collaborative Document Classification with GA-SVM”, IJSRSET, Vol. 2, Issue 6, Pages 104-114, 2016. 7. Gopala Sai. Pushkar Sharma, Upasana Pandey, “Network Administration Management”, International Research Journal of Engineering and Technology, Vol. 4, Issue 4, 2017. 8. Nitin Sharma, Pranshu Adarwal, Upasana Pandey, “Offline handwriting recongnition using neural network”, International Journal of Advance Research, Idea and Innovation in Technology, Vol 4, Issue 2, 2018. 9. Kajal, Mohd Shariq Ansari, Mohd Salman, Nimisha Sachan, Upasana Pandey, ""Semantic Segmentation for Brain Tumour MRI Image Segmentation"", International Journal of Innovations in Engineering and Science, Vol 4, No. 6, ISSN: 2456-3463, Impact Factor Value 4.046, 2019. 10. Sagar Saini, Vineet Singh, Sanjeet Singh, Shadil Khan, Upasana Pandey, “Alzheimer‟s Virtual Caregiver”, International Journal of Information Sciences and Application (IJISA), ISSN 0974-2255, Vol.11, No.1, 2019, (Special Issue). "

National Seminar organized

Seminar Convener for NSFTICE‟ 2015 & NSFTICE‟ 2016.

Workshops Attended

"AICTE approved Workshop on Machine Learning, organized by IMS Engineering College, Jan 2018. 3 days course on “Check Mate”, by HG Sunder Gopal Das, ISKCON YOUTH FORUM, 17-19 June 2020. - 5 days course on “INNER Development through Vedic Wisdom “BY HG SUNDAR GOPAL DAS, ISKCON YOUTH FORUM, 3-7th June 2020. 1 day National Workshop on “Innovation and Intellectual Proprty Rights Filling”, organized by Innovation Club, Dr. B. R. Ambedkar National Institute of Technology, Jalandhar, 1st July 2020. "

FDP Attended

"AICTE Approved, Topic: Theoretical Computer Science, Organized by Lal Bahadur Shastri Institute of Management (LBSIM), Delhi, Duration: July 13 – 24, 2009. - Topic: Machine Learning, organized by IMS Engineering College, Ghaziabad, Duration: 15th – 17th January 2015. - Topics: Instructional Delivery: Instructional Planning & Delivery, collaboration with NITTTR, Chandigarh through ICT, organized by IMS Engineering College, Duration: 11th -15th May 2015. - Toipcs: Instructional Delivery: Instructional Planning & Delivery Module II, collaboration with NITTTR, Chandigarh through ICT, organized by IMS Engineering College, 25-30th Jan 2016. - Topics: ICT based course on NBA guidelines & Quality Management”, collaboration with NITTTR, Chandigarh through ICT, organized by IMS Engineering College, 18-22 July, 2016. - Topic: FDP on Machine Learning, Sponsored by AKTU, organized by IMS Engineering College, June 2017. Topic: FDP on Data Analytics on special focus conducted by E & ICT Academy, IIT Kanpur , organized in IMSEC, 22-26th July 2019. - Attended FDP on Block Chain Technology, conducted by E & ICT Academy, IIT Kanpur , ,organized in IPEC, Ghaziabad , 03Dec-09 Dec 2019. - 10 days FDP on “BLOCK CHAIN TECHNOLOGY “, organized by EICTIITR, from 8TH JUNE TO 17TH JUNE 2020. - 5 Days FDP PROGRAMME on “DATA SCIENCE AND AI “organized by CSE department of Mangalmay institute of engineering, 25 May-29 May 2020. - 2 days FDP on WEB APPLICATION SECURITY”, organised by the Department of Information Technology, Jeppiaar Institute of Technology, 27-28th May 2020. "

National Seminar Conducted

Seminar Convener for NSFTICE‟ 2015 & NSFTICE‟ 2016.

Research projects undertaken

"IOT Based Air and Sound Pollution Monitoring System , 2018 Solving knapsack problem by using Genetic Algorithm, 2017 Network Administration Management 2017 Sentiment Analysis 2018 Sleeping Driver Detection along with Safety Measure 2017 Android Based Virtual Tour Application E-mail Classification Using Feature Weighted Kmeans Clustering Algorithm Neural Network for E- mail Classification using SemanticFeature Space Semantic Based Fuzzy Approach for Document Classification Semantic Based Feature Extraction for Spam filtering Context Driven Document Classification using SVM Email Classification with Optimized Context-Statistical parameters using Genetic Algorithm"

Books Authored

Book Chapter:
1. Pandey U., Chakraverty S., Mihani R., Arya R., Rathee S., Sharma R.K. (2012) Semantic Based Category-Keywords List Enrichment for Document Classification. In: Wyld D., Zizka J., Nagamalai D. 4 (eds) Advances in Computer Science, Engineering & Applications. Advances in Intelligent and Soft Computing, vol 166. Springer, Berlin, Heidelberg.

2. Upasana Pandey, Arvinda Kushwaha, “Role of Artificial Intelligence in Medicine and Health Care: A Review”, Artificial Intelligence and Natural Algorithms, published by Bentham Science (Scopus Indexed), Accepted.
3. Arvinda Kushwaha, Upasana Pandey, “Synergy and Barriers of Wireless Sensor Network and Internet of Things in healthcare industry”, Healthcare System and Health Informatics: Using Internet of Things, published by CRC Press Taylor and Francis Group (Scopus Indexed), Accepted.


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