Department of Computer Science and Engineering
FACULTY OF CSE DEPARTMENT      
 

Narina Thakur

Dean R&D and Associate Professor

Email: narinat@gmail.com, narina.thakur@bharatividyapeeth.edu

PROFILE SUMMARY

With more than twenty years of experience in teaching and academic research. Dr. NARINA THAKUR is a B. Tech gold medalist and pursued M.Tech from Punjab Technical University and PHD Computer Science and Engineering from Amity University Noida on the thesis titled “Design and Analysis of Similarity Model for retrieving Information from repository”. She has also authored many books in the areas of Algorithms, Programming and Operating system. She is working closely in the areas of Machine Learning, Computer Vision, Algorithms, Information Retrieval, and Data mining. She has authored nearly 70 research papers, published in Scopus indexed, International Journals, IEEE International Conferences, ACM SIGARCH, Elsevier and reputed Journals. She has worked on the CARS Consultancy Project on "Data mining Techniques"DRDO DESI DOC lab, New Delhi. She is also the Principal-investigator for funded research project by DST entitled “Autonomous Intelligent Drone for Smart City Surveillance”, under ICPS DST Govt. of India. https://www.researchgate.net/profile/Dr-Narina-Thakur

SUBJECTS TAUGHT:  

Algorithm Analysis and Design, Database Management System, Automata, Compiler Construction/ Compiler Design, Discrete Mathematics, Graph Theory, Operating System, Embedded System, Software Engineering, Software Testing, Ecommerce,

JAVA, OOPS using C++, Computer Architecture, Advanced Computer Architecture, Linux,  Data mining, Introduction to Computers and Introduction to C Programming.

BOOKS PUBLISHED:

1. Introduction to Computers and Autocad

Publishing year

First Edition: 2009
Second Edition: 2010 
ISBN: 978-81-906332-8-4
Publisher: SUN INDIA Publication Darya Ganj, New Delhi.

2. Introduction to Programming using C
Publishing year: 2009 
ISBN: 978-81-906332-9-1
Publisher: SUN INDIA Publication Darya Ganj, New Delhi.

3. Operating System 
Publishing year: 2011
ISBN: 978-81-910320-1-7
Publisher: Mayur paper Backs, Darya Ganj, New Delhi.

4. Fundamentals of Computer System
Publishing year: 2013
ISBN: 978-93-80674-76-6
Publisher: SUN INDIA Publication Darya Ganj, New Delhi.

SCOPUS Indexed Papers PUBLISHED:

  1. Narina Thakur, Siddharth Gupta and, “Hypergeometric Distribution based Semantic Searching Technique” published and presented in ACM SIGART International Conference and Workshop on Emerging Trends and Technology 2011, ISBN: 978-1-4503-0449-8, 25th-26th February, Mumbai, India

  2. Narina Thakur and Siddharth Gupta, “Microcontroller Based H2Cell Future Car”, published and presented in ACM SIGART International Conference and Workshop on Emerging Trends and Technology 2011, ISBN: 978-1-4503-0449-8, 25th-26th February 2011, Mumbai, India.

  3. Siddharth Gupta and Narina Thakur, "Using Capture-Recapture Method for Web Intelligence”, published in 2010 IEEE International Conference on Computational Intelligence and Computing Research", ISBN: 978-1-4244-5967-4, 28th -29th December 2011, Coimbatore, India.

  4. Prabhjot SinghSumit DhawanShubham AgarwalNarina Thakur, "Implementation of an efficient Fuzzy Logic based Information Retrieval System", published in SIS journal EAI Endorsed Transactions on Scalable Information Systems, ICST, July 2015, 10.4108/sis.2.5.e5.

  5. Narina Thakur, Deepti Mehrotra and Abhay Bansal, “Topic Sensitive & Preference Learning Based Solution For Information Retrieval From Learning Object Repository”, “International Journal of Applied Engineering Research”(IJAER), ISSN 0973-4562 Volume 9, Number 24 (2014) pp. 29351-29369.

  6. Narina Thakur, Deepti Mehrotra, Abhay Bansal and Manju Bala ,” A Hybrid Document Similarity Measure Based on Integrating Kullback Leibler Distance & L1 Norm for Retrieving Information from OHSUMED Data Set”, Scopus Indexed Elsevier, Journal of Advanced Research in Dynamical and Control Systems, Volume 10, Issue 3,  Page No: 386-391,May 2018 , ISSN 1943-023X 2018. http://www.jardcs.org/archives.php?volume=10&issue=3&page=5.

  7. Narina Thakur, Deepti Mehrotra, Abhay Bansal and Manju Bala, “Simulation and Performance Analysis of Tilted Time Window and Support Vector Machine based Learning Object Ranking Method”, Recent Advances in Electrical & Electronic Engineering journal , Bentham Science Publisher, "Print ISSN:2352-0965 ,Online ISSN:2352-0973", Feb 2019.

  8. Narina Thakur, Deepti Mehrotra, Abhay Bansal and Manju Bala, Comparative Analysis of Ranking functions for retrieving information from Medical repository, Malaysian Journal of Computer Science, International Journal, vol. 32(1),pp. 18-30, Jan-2019.

  9. Narina Thakur, Deepti Mehrotra, Abhay Bansal and Manju Bala, A Novel Multi-Parameter Tuned Optimizer for Information Retrieval Based on Particle Swarm Optimization, International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-8 Issue-3, September 2019.

Papers PUBLISHED:

  1. Narina Thakur, Fuzzy Automatic vehicle control system, published and presented in 2006 in National Conference on “IT and its Application”, Bharti Vidyapeeth’s college of Engineering New Delhi.

  2. Narina Thakur, Dr. Nand Kumar Snigdha, “Petrinet: A tool, for software Engineering”, published and presented in 2006 in National Conference on “IT and its Application”, Bharti Vidyapeeth’s college of Engineering New Delhi.

  3. Narina Thakur, Rachna Jain, “Autoradio New Reader using SAPI”, published and presented in Feb-2008, in INDIACOM 2008 BVICAM New Delhi.

  4. Narina Thakur, Siddharth Gupta and Rachna Jain, “Lattice Secret Sharing”, published in 2011 IEEE International Conference on Computer Modeling and Simulations, ISBN: 978-1-4244-9241-1, 7th-9th January 2011, Mumbai, India.

  5. Siddharth Gupta and Narina Thakur, “Semantic Query Optimisation with Ontology Simulation”, published in International Journal of Web and Semantic Technology, ISSN: 0976-2280, press India, in issue Volume 1 No 4, pp 1-10.

  6. Siddharth Gupta and Narina Thakur, “Hypergeometric Distribution based Semantic Searching Technique” published in Journal of Emerging Technologies in Web Intelligence, ISSN 1798-0461, press Finland, in issue Volume 3 No 2.

  7. Narina Thakur, Shweta Gupta and Abhay Bansal, “A new approach to revenue estimation in Telecommunication Industry using Linear Model”, published in IJCSI International Journal of Computer Science Issues, Vol. 9, Issue 3, No 3, May 2012, ISSN 1694-0814.

  8. Narina Thakur, Deepti Mehrotra and Abhay Bansal, ”Information Retrieval System Assigning Context to Documents by Relevance Feedback” published in International Journal of Computer Applications (IJCA) 58 (20): 37-47, November 2012, Foundation of Computer Science, New York, USA.

  9. Aditya Nawani, Himanshu Gupta and Narina Thakur,”Prediction of Market Capital for Trading Firms through Data Mining Techniques. International Journal of Computer Applications 70 (18): 7-12, May 2013, Foundation of Computer Science, New York, USA.

  10. Swati Joshi, Narina Thakur and Deepti Mehrotra. Article: Schemes and Practices of Learning Object Repository: A Literature Review. International Journal of Computer Applications 65 (20): 27-32, March 2013. Published by Foundation of Computer Science, New York, USA.

  11. Swati Joshi, Narina Thakur, Deepti Mehrotra, “ANALYSING AND SIMULATING USER FEEDBACK IN. NEURAL NETWORK”, published in IJARSE - Journal of Advances Research in Science and Engineer, ISSN-2319-8354 (E). 86 June 2013.

  12. Narina Thakur, Deepti Mehrotra and Abhay Bansal, "RELEVANCE FEEDBACK BASED SEMANTIC LEARNING OBJECT REPOSITORY", published in ELSEVIER and Proceedings of International Conference on Emerging Research in Computing, Information, Communication and Applications, ERCICA-2013, in 02-03 Aug 2013 in Nitte Meenakhsi Institute of Technology, Bangalore, India, ISBN: 9789351071020.

  13. Shivam Sidhu, Upendra Kumar Meena, Narina Thakur, “Prediction of Cancer Count through Artificial Neural Networks using Incidence and Mortality Cancer Statistics Dataset for Cancer Control Organizations” published in ELSEVIER and Proceedings of International Conference on Emerging Research in Computing, Information, Communication and Applications, ERCICA-2013, in 02-03 Aug 2013 in Nitte Meenakhsi Institute of Technology, Bangalore, India.

  14. Shivam Sidhu, Upendra Kumar Meena, Aditya Nawani, Himanshu Gupta and Narina Thakur ”FP Growth Algorithm Implementation”, International Journal of Computer Applications 93(8): 6-10, May 2014. Published by Foundation of Computer Science, New York, USA.

  15. Swati Joshi, Farhat Ullah Khan, Narina Thakur "Contrasting and Evaluating Different Clustering Algorithms: A Literature Review." (May 2014), IJCSE International Journal of Computer Science International Journal of Computer Science and Engineering Open Access Review Paper Volume-2, Issue-4 E-ISSN: 2347-2693. May 2014.

  16. Swati Joshi, Farhat Ullah Khan, Narina Thakur,” N-MST Based Split and Merge Clara Clustering”, INTERNATIONAL JOURNAL OF MATHEMATICS AND

  17. COMPUTER RESEARCH, Volume 2 issue 5 May 2014] Page No.422-427 ISSN: 2320-7167.

  18. Anchal Agarwal, Ela Rathee, Narina Thakur, “ Implementing “Quick ADD” feature in calendar application using Flex and Natural language processing”, International Journal of Engineering Technology, Management, and Applied Sciences (IJETMA), August 2014, Volume 2 Issue 3, ISSN 2349-4476.

  19. Charvi Agarwal, Narina Thakur, "The Evolution and Future Scope of Augmented Reality" , International Journal of Computer Science Issues, IJCSI, Volume 11, Issue 6, No 1, November 2014, ISSN (Print): 1694-0814 | ISSN (Online): 1694-0784 www.IJCSI.org

  20. Priya Gupta, Snigdha Agrawal, Narina Thakur, “Apparel Recommender System Based on Feature Selection and Self Organized Map”, International Journal of Engineering Research and Management (IJERM) ISSN:2349-2058, Volume-02, Issue-03, March 2015.

  21.  Narina Thakur, Prabhjot SinghSumit DhawanShubham Agarwal, “Implementation of Support Vector Machine based ranking metrics", published in International Journal of Computer Science & Communication Networks, Vol 5(2),107-114, April-May 2015.

  22. Singh, Amanpreet, Narina Thakur, and Aakanksha Sharma. "A review of supervised machine learning algorithms." In Computing for Sustainable Global Development (INDIACom), 2016 3rd International Conference on, pp. 1310-1315. IEEE, 2016.

  23. Narina Thakur, Tushar Chhabra, Dharvi Verma, Divesh Kumar, Moulik Dayal, "Case Based Reasoning: A Comparative Analysis of CBR Tools ", International Journal of Innovative Research in Computer and Communication Engineering, Vol. 4, Issue 6, June 2016, ISSN (Print) : 2320-9798.ISSN(Online): 2320-9801.

  24. Narina Thakur , Dishant Khanna, "Feature Extraction Technique for Handwritten Character Recognition using Geometric-Based Artificial Neural Network", International Journal of Advance Engineering and Research Development, Volume 3, Issue 8, Scientific Journal of Impact Factor (SJIF): 4.14 e-ISSN (O): 2348-4470,p-ISSN (P): 2348-6406, August 2016.

  25. Agarwal, Arindam, Apoorv Gakhar, and Narina Thakur. "Equipartition Search a New Algorithm for Searching." International Journal of Computer Applications 156.14 (2016).

  26. Karan Luthra, Narina Thakur, Evaluating Neural Network Approaches to Urban Sound Classification”, In Computing for Sustainable Global Development (INDIACom), 2017 4th International Conference on, pp. IEEE, 2017.

  27. Jain, Abhishek, Aman Jain, Nihal Chauhan, Vikrant Singh, and Narina Thakur. "Information retrieval using cosine and jaccard similarity measures in vector space model." International Journal of Computer Applications 164, no. 6 (2017): 28-30.

  28. Ojasvini, Nitesh, Piyush, Narina Thakur, Arvind Rehalia,” Intrusion Detection System using Artificial Immune Systems: A Case Study”, International Journals of Advanced Research in Computer Science and Software Engineering ISSN(P): 2277-6451, pp. 19-25, ISSN: 2277-128X (Volume-8, Issue-2), February 2018.

  29. Abhishek Jain, Aman Jain, Nihal Chauhan, Vikrant Singh and Narina Thakur,” Medlock:Digital storage of health records using Blockchain”, 12th INDIACom; INDIACom-2018; IEEE Conference ID: 42835 2018 05th International Conference on “Computing for Sustainable Global Development”, 14th – 16th March, 2018 Bharati Vidyapeeth's Institute of Computer Applications and Management (BVICAM), New Delhi (INDIA).

  30. Narina Thakur, Sanchita Bhatia, Kanak Nathani and Tilak Sharma,” Comparative Analysis of Text Classification Techniques”, 12th INDIACom; INDIACom-2018; IEEE Conference ID: 42835 2018 05th International Conference on “Computing for Sustainable Global Development”, 14th – 16th March, 2018 Bharati Vidyapeeth's Institute of Computer Applications and Management (BVICAM), New Delhi (INDIA).

  31. Abhishek Jain, Aman Jain, Nihal Chauhan, Vikrant Singh and Narina Thakur,” Seguro Digital storage of documents using Blockchain” , International Research Journal of Engineering and Technology (IRJET), Volume: 05 Issue: 04,Page 4951,Apr-2018,e-ISSN: 2395-0056,www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET ,Impact Factor value: 6.171 , ISO 9001:2008 Certified Journal.

  32. Narina Thakur, Deepti Mehrotra, Abhay Bansal, and Manju Bala,Analysis and Implementation of the Bray–Curtis Distance-Based Similarity Measure for Retrieving Information from the Medical Repository. In: Bhattacharyya S., Hassanien A., Gupta D., Khanna A., Pan I. (eds) International Conference on Innovative Computing and Communications. Lecture Notes in Networks and Systems, vol 56. Springer, Singapore

  33. Arpit Nandwani, Mudit Gupta, Narina Thakur , (2019) Proof-of-Participation: Implementation of Proof-of-Stake Through Proof-of-Work. In: Bhattacharyya S., Hassanien A., Gupta D., Khanna A., Pan I. (eds) International Conference on Innovative Computing and Communications. Lecture Notes in Networks and Systems, vol 55. Springer, Singapore

  34. Sajal Kaushik, Rahul vats, Narina Thakur, “Probabilistic Modelling in Information Retrieval on Ohsumed Dataset“,International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 05, May-2018 www.irjet.net p-ISSN: 2395-0072.

  35. Muskaan Kalra, Shradha Katyal,Reena Singh, Narina Thakur, “Two-Way Encryption and Decryption Technique Using Chaotic Maps”, Springer 6th International Conference on Innovations in Computer Science & Engineering, ICICSE-2018, organized by GNI Hyderabad 17th - 18th August, 2018.

  36. Narina Thakur, Deepti Mehrotra, Abhay Bansal and Manju Bala,” Implementation of Quasi Euclidean Distance Based Similarity model for Retrieving Information from OHSUMED Data Set for your kind references”, SoCTA-2018 organized at Dr B R Ambedkar National Institute of Technology, Jalandhar, Punjab, India in technical association with MIR Labs, USA and partially funded by CSIR, New Delhi, India and TEQIP-3 on 21 - 23 December, 2018.

  37. Agarwal, Shruti and Thawani, Hitesh and Thakur, Narina, A Machine Learning Model for Arterial Blockage Risk Prediction (April 3, 2018). International Journal of Information Systems & Management Science, Vol. 1, No. 2, 2018, Available at SSRN: https://ssrn.com/abstract=3364957

  38. Yashraj Dhillon, Aakriti Vadehra and Narina Thakur,”Guardian, a wearable personal security solution”, International conference on Computational Intelligence and Data Analysis, ICCIDA-2018,  which is going to be held during 26-27th  October 2018 at  GIFT, Bhubaneswar. Odisha.

  39. Shubham Singh, Sajal Kaushik, Rahul Vats, Arihant Jain and Narina Thakur,  “RIGHT VENTRICLE MRI IMAGE SEGMENTATION OF HEART " , -“IEEE Sponsored 5th International Conference for Convergence in Technology (I2CT) 2019”, Pune, Maharashtra, India which is going to be held during on 29TH -31ST MARCH 2019.

  40. Anubhav Singh, Anmol Saxena, Shruti Agarwal, Narina Thakur and Preeti Nagrath ,“HUMAN POSE ESTIMATION USING CONVOLUTIONAL NEURAL NETWORKS”, AMITY INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE - AICAI’19, IEEE CONFERENCE RECORD NUMBER 45948, TECHNICALLY CO-SPONSORED BY IEEE UAE SECTION, which is going to be held during FEBRUARY 4-6, 2019, pp. 946-952, ISBN: 978-1-5386-9346-9, doi: 10.1109/AICAI.2019.8701267

  41. Vishesh Devgan, Vibhor Singh, Ishu Anand, Ankit Jain and Narina Thakur, “Using a novel image analysis metric to calculate similarity of input images and images generated by WAE”, AMITY INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE - AICAI’19, IEEE CONFERENCE RECORD NUMBER 45948, TECHNICALLY CO-SPONSORED BY IEEE UAE SECTION, which is going to be held during FEBRUARY 4-6, 2019. Pages: 953 – 957, CD-ROM ISBN: 978-1-5386-9345-2, DOI: 10.1109/AICAI.2019.8701303

  42. Shubham Singh, Sajal Kaushik, Rahul Vats, Arihant Jain, Narina Thakur, Semantic Segmentation Using Deep Learning, International Research Journal of Engineering and Technology (IRJET) Volume 6, Issue 4, April 2019 S.NO:258.

  43. Ojasvini Luker, Piyush Sukhija, Nitesh Verma, Mayur Dhingra and Narina Thakur, ASSESSMENT OF CLASSIFICATIO N ALGORITHMS USING LOW LEVEL FEATURES FOR MIR, National Conference on Recent Advances in Electrical & Electronics Engineering, NCREEE19,on 27 April 2020. 4/27/2019.

  44. Ishu Anand, Vibhor Singh, Ankit Jain, Vishesh Devgan and Narina Thakur, TEXT-TO-IMAGE SYNTHESIS USING GENERATIVE ADVERSARIAL NETWORK WITH LSTM AND GRU, National Conference on Recent Advances in Electrical & Electronics Engineering, NCREEE19 on 27 April 2020. 4/27/2019.

  45. Best Research paper Award for:

Kathuria, Abhishek, Devarshi Mukhopadhyay, and Narina Thakur. "Evaluating Cohesion Score with Email Clustering." In Proceedings of First International Conference on Computing, Communications, and Cyber-Security (IC4S 2019), pp. 107-119. Springer, Singapore, 2020. LNNS, volume 121, pp 107-119 https://doi.org/10.1007/978-981-15-3369-3_9, Publisher Name: Springer, Singapore, 28 April 2020. Got Best Research Paper Award in the conference.


 

  1. Dharmender Saini, Narina Thakur, Rachna Jain, Preeti Nagrath, Jude Hemanth, Nikita Sharma, “Object detection in survillence using deep learning methods: a comparative analysis”, 3rd SLAAI - International conference on Artificial intelligence 2019 Sabaragamuwa University of Sri Lanka, Belihuloya, Sri Lanka on 12th December 2019.Scopus, ISSN: 1865-0929.ACM Workshop on Autonomous and Intelligent Mobile Systems(ACM AIMS 2020) Article No.: 1 Pages 1–6,https://doi.org/10.1145/3377283.3377284, January 2020.

  2. Kapania, Shivani, Dharmender Saini, Sachin Goyal, Narina Thakur, Rachna Jain, and Preeti Nagrath. "Multi Object Tracking with UAVs using Deep SORT and YOLOv3 RetinaNet Detection Framework." In Proceedings of the 1st ACM Workshop on Autonomous and Intelligent Mobile Systems, pp. 1-6. 2020.

  3. Kapoor, Preeti, and Narina Thakur. "Emotion Recognition Using Q-KNN: A Faster KNN Approach." In International Conference on Innovative Computing and Communications, International Conference on Innovative Computing and Communication (ICICC 2020), DOI https://doi.org/10.1007/978-981-15-5113-0_62, pp. 759-768. Springer, Singapore, 02 Aug, 2020.

  4. Mittal, Shreyans and Gupta, Shubham and K, Sagar and Shamma, Apoorv and Sahni, Ishaan and Thakur, Narina, A Performance Comparisons of Machine Learning Classification Techniques for Job Titles Using Job Descriptions (May 1, 2020). Available at SSRN: https://ssrn.com/abstract=3589962 or http://dx.doi.org/10.2139/ssrn.3589962

  5. Aryendra Singh, Priyanshi Gupta, Narina Thakur, An Empirical Research and Comprehensive Analysis of Stock Market Prediction using Machine Learning and Deep Learning techniques, ICCRDA-2020, International Conference on Inteligent Communication and Computational Research ICICCR-2021, 24th October 2020. 

  6. Arooshi TanejaYashvi GulatiTushar ChughPawan JoshiNarina Thakur, "Heart Audio Classification Using Deep Learning," 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA), Miami, FL, USA, 2020, pp. 485-488, DOI: 10.1109/ICMLA51294.2020.00082, 14-17 Dec. 2020.  


 

Project Completed

CARS Consultancy Project on "Data mining Techniques" , sanctioned amount Rs. 9,50,000 , Duration: one year, start date : 15th April 2015, Successfully completed on 7th December 2016, DRDO DESI DOC lab,  Near, Metcalfe House, Civil Lines, New Delhi-110054. Role: Co- Principal Investigator

ONgoing Project

DST project, Reference No. : T181 entitled “Autonomous Intelligent Drone for Smart City Surveillance”, under ICPS Sanctioned amount Rs.18, 00000/- April 2019-20. for two years Role: Principal Investigator

ACHIEVEMENTS:

1. Attended FDP on “Capacity Building to Enhance the research output Industry Institute Partnership (IIPC)” BVICAM Delhi CSI Division-1 and CSI Region-1 on 21st July 2014 – 25th July 2014.

2. Attended FDP on "High Performance Computing using Oracle Database 12c” conducted by Oracle & sponsored by CSI at BVICAM on 16th Nov’2013.

3. Attended FDP on “Hadoop and Big Data” at BVCOE, Conducted by IT Dept. in Feb, 2014.

4. Appointed as a Reviewer for National Journal of Engineering Research, Academia publishing org.

5. Appointed as a reviewer for the WCI-2014 (Second International Symposium on Women in Computing and Informatics (WCI-2014).