Admission Closed for AY 2021-22.                                                                 The Website of "SAI ADVANCE COVID CARE CENTRE” http://saiadvancecovidcarecentre.in at JIIT Campus, Sector-128, Wish Town Noida. ; a collaborative effort between JIIT Noida & Jaypee Hospital for welfare of society during pandemic is now live.

Jaypee Institute of Information Technology, Noida
  • Home
  • Dr. Dharmveer Singh Rajpoot
Associate Professor
dharmveer.rajpoot@jiit.ac.in, drdharmveer16382@gmail.com

Education

  • Ph. D. (IT) full time (Registration: 09/01/2009, Thesis Submitted: 21/08/2012 and Awarded: 22/03/2013) entitled “Novel and Robust Methods for Clustering High Dimensional Datasets” from ABV– Indian Institute of Information Technology and Management (IIITM), Gwalior - 474015, Madhya Pradesh, India.
  • M. Tech. [Information Technology (Artificial Intelligence)] from S.A.T.I. (GEC), Vidisha, Affiliated to R.G.P.V, Bhopal, Madhya Pradesh, India in June 2008 with aggregate of 77.23% (Hon.)
  • B. E. (Information Technology) from I.G.E.C. (GEC), Sagar, Affiliated to R.G.P.V, Bhopal, Madhya Pradesh, India in June 2005 with aggregate of 67.84 % (First).
  • Qualified GATE – 2006 in Information Technology with 686 All India Rank.

SKILL SETS

  • ETL Tool: Informatica Power Center 7.1.1
  • Reporting Tools: Business Objects 6.5, having knowledge of Cognos
  • Data Modelling and Simulation Tools: WEKA, Erwin 4.1, MATLAB
  • Programming language: C, C++, VB, SQL, PL/SQL
  • Operating Systems : Win 9X, 2X, XP,NT, UNIX LINIX
  • RDBMS: Oracle8/ 9i/10g
  • Formatting Tool: La Tex

Biography

During my teaching career, I taught many subjects like Pattern Recognition and Machine Learning, Data Mining, Compiler Design, Artificial Intelligence, Software Development Fundamental, Theoretical Foundation of Computer Science, Multi Objective Optimization, Fundamentals of Programming Language. I had participated in number of Conferences, Workshops and Seminars. I have been also actively involved in organizing International Conference on Contemporary Computing at JIIT, Noida. I had supervised one PhD scholar, various projects at graduate and postgraduate levels. Currently, I am supervising 3 PhD scholars. I have also involved in various institutional and departmental activities as faculty coordinator and member in JEDC, Virtual labs, mentor allocation, time table, NBA, NAAC, Audit team of finance department, convocation, counselling, anti ragging, orientation, start up activity, incubation, institute innovation council etc.

Work Experience

  • Currently working in Jaypee Institute of Information Technology, Noida-62, as an Associate Professor in Computer Science Engineering / Information Technology Department from 27/06/2019 to till date.  
  • Worked in Jaypee Institute of Information Technology, Noida-62, as an Assistant Professor (Senior Grade) in Computer Science Engineering / Information Technology Department from 08/07/2013 to 26/06/2019.  
  • Worked in Delhi Technological University, New Delhi, as an Assistant Professor (Contractual) in Computer & Software Engineering Department from 06/09/2012 to 07/07/2013.
  • Worded in ABV-IIITM Gwalior, as a Full Time Research Scholar with Teaching Assistantship from 09/01/2009 to 21/08/2012.
  • Worked in S.R.I.I.T. Banmore, Morena, Madhya Pradesh, India as the Head of CS & IT Department since 29th Sep. 2008 to 31st Jan. 2009.
  • Worked in Samrat Ashok Technological Institute, Vidisha, as a Full Time GATE Scholar with Teaching Assistantship from 16/08/2006 to30/06/2008.
  • Worked in S.R.S.I.T.S. Datia, Madhya Pradesh, India as a Lecturer in the Department of Information Technology since 1st March 2006 to 14th August 2006.
  • Worked in N.I.T.M. Gwalior, Madhya Pradesh, India as a Lecturer in the Department of Information Technology since 11th July 2005 to 28th February 2006.

Interest Area(s)

  • Data Mining, Machine Learning, Artificial Intelligence, Soft Computing, High Dimensional Dataset, Multi Objective Optimization etc.

Publications

International Journals

  • Avinash Chandra Pandey* and Dharmveer Singh Rajpoot, Spam review detection using spiral cuckoo search clustering method, Evolutionary Intelligence, Issue 2, pp 147-164, Springer, 2019. (SCOPUS, E-SCI)
  • Avinash Chandra Pandey, Dharmveer Singh Rajpoot and Mukesh Saraswat, “Feature Selection Method based on Hybrid Data Transformation and Binary Binomial Cuckoo Search” Journal of Ambient Intelligence and Humanized Computing, Springer, pp. 1-20, 2019. (SCI-E, SCOPUS)
  • Seema Rani and Dharmveer Singh Rajpoot, EDC-LISP: An Efficient Divide-and-Conquer Solution to the Longest Increasing Subsequence Problem, International Journal of Advanced Intelligence Paradigm, Inderscience, 2019. (Accepted, In Press) (SCOPUS)
  • Avinash Chandra Pandey* and Dharmveer Singh Rajpoot, “Improving Sentiment Analysis using Hybrid Deep Learning Model”, Recent Patents on Computer Science (2019) 12: 1.    (In Press) (SCOPUS)
  • Avinash Chandra Pandey* and Dharmveer Singh Rajpoot, “Feature Selection Method based on Grey Wolf Optimization and Simulated Annealing”, Recent Patents on Computer Science (2019) 12: 1. (In Press) (SCOPUS)
  • Seema Rani and Dharmveer Singh Rajpoot, “Improvised Divide and Conquer Approach for the LIS Problem”, Journal of Discrete Algorithms, Elsevier, Volume 48, pp 17-26, 2018. (SCI-E, SCOPUS)
  • Avinash Chandra Pandey, Dharmveer Singh Rajpoot and Mukesh Saraswat, “Twitter Sentiment Analysis using Hybrid Cuckoo Search Method”, Information Processing and Management, Elsevier, Volume 53, pp. 764-779, 2017. (SCI, SCOPUS)
  • Seema Rani and Dharmveer Singh Rajpoot, “LIS using Backtracking and Branch-and-Bound Approaches”, CSI Transactions on ICT, Springer, Volume 4, Issue 2-4, pp. 87-93, December 2016. (INSPEC)
  • D. S. Rajput, P. K. Singh and M. Bhattacharya, “IQRAM: A High Dimensional Data Clustering Technique”, International Journal of Knowledge Engineering and Data Mining, Inderscience, Volume 2, Issue 2/3, pp. 117-136, 2012. (INSPEC)
  • D. S. Rajput, P. K. Singh and M. Bhattacharya, “PROCTAV (PROjective Clustering Technique using Analysis of Variance)”, “International Journal of Data Warehousing and Mining, IFRSA”, Volume 1, Issue 1, pp. 106 – 114, August 2011. (Google Scholar)
  • D. S. Rajput, “MAFCA-S: A Subspace Clustering Technique for High Dimensional Dataset”, “International Journal of Advance Information in Engineering and Technology, Vol. 3, No. 3, pp 14-20, November, 2014. (Google Scholar)
  • Sukesh Kumar Ranjan, Abhishek Trivedi, Dharmveer Singh Rajpoot, Sentiment Score based Algorithmic Trading, International Journal of Computer Science and Network (IJCSN), Volume 4, Issue 4, pp. 643-649, August, 2015. [Impact Factor: 0.417] (Google Scholar)
  • Aarti Chaudhary, Dharmveer Singh Rajpoot, Finding Efficient Initial Clusters Centers for K-Means, International Journal of Advance Foundation and Research in Computer (IJAFRC), Volume 2, Issue 8, pp. 45-54, August, 2015. [Impact Factor: 1.317]
  • Aarti Chaudhary, Dharmveer Singh Rajpoot, “Double Centers based Efficient Initial Clusters for K-Means” International Journal of Computer Science Engineering (IJCSE), Volume 4, Issue 5, pp. 237-243, September, 2015, (ISSN : 2319-7323) (DBLP, Google Scholar)
  • Ayushi Gaur, Nidhi Tawra, Dharmveer Singh Rajpoot, “Passengers Segmentation for Metro Run using Smart Card”, International Research Journal of Engineering and Technology, Volume: 02, Issue: 08, pp. 1677-1680, November, 2015. (e-ISSN: 2395 -0056, p-ISSN: 2395-0072)(Google Scholar)
  • Bhawna Gupta, Meghal Aggarwal ,Dharmveer Singh Rajpoot, “Keyword Extraction from Speech Transcripts”, IFRSA International journal of Computing, Vol. 5, issue 4, pp. 249-253, October, 2015. (ISSN (Print):2231:2153, ISSN (Online):2230:9039)(Google Scholar)
  • Priyanka Chauhan, Dharmveer Singh Rajpoot, “Vehicle Type Classification in Urban Environments”, International Journal of Advance Foundation and Research in Computer, Volume 2, Issue 12, pp. 26-33, December, 2015. (ISSN 2348 – 4853) (Google Scholar)
  • Sandeep Shrivastava, Deepak Uttam, Dharmveer Singh Rajpoot, “Classification of Vehicle Images”, International Journal of Current Research, Vol. 7, Issue, 12, pp.23643-23646, December, 2015. (ISSN: 0975-833X) (Google Scholar)
  • Sukriti Kohli, Nitika Mishra and Dharmveer Singh Rajpoot, “Spontaneous Clustering Algorithm for Speech Recognition and Document Recommendation”, International Journal of Development Research, Vol. 5, Issue, 12, pp. 6224-6231, December, 2015. (ISSN: 2230-9926) (Google Scholar)
  • Lav Upadhyay, Himanshu Nagar, Dharmveer Singh Rajpoot, “A Classification Framework for Scheduling Algorithms in Wireless Mesh Network”, International Journal of Exploring Trends in Engineering, Vol. 2, Issue 6, pp. 247-251, December, 2015. (ISSN: 2230-9926) (Google Scholar)
  • Aaina Arora, Sameer Sharma and Dharmveer Singh Rajpoot, “Face Recognition using 3D Modelling”, International Journal of Information Research and Review, Vol. 02, Issue, 12, pp. 1467-1471, 2015. (ISSN: 2349-9141) (Google Scholar)
  • Aditi Vats, Kritika Singh, Dharmveer Singh Rajpoot, “Analysis of Bluetooth Threats and V4.0 Security Features (Learning Association Rule)”, International Journal of Recent Advances in Multidisciplinary Research, Vol. 02, Issue 12, pp.1071-1074, December, 2015. (ISSN: 2350-0743) (DBLP, Google Scholar)
  • Deepika Aggarwal, Kritika Dixit, Dharmveer Singh Rajpoot, “A New Algorithm to Mine Most Interesting Association Rules”, International Journal of Research and Scientific Innovation, Volume II, Issue XII, pp. 57-60, December, 2015. (ISSN 2321 – 2705) (Google Scholar)
  • Vartika Mohan, Dharmveer Singh Rajpoot, “Matrix-Over-Apriori: An Improvement Over Apriori Using Matrix”, International Journal of Computer Science Engineering, Vol. 5 No.01, pp. 1-6, January, 2016. (ISSN : 2319-7323), (DBLP, Google Scholar)
  • Abhishek Trivedi , Sukesh Kumar Ranjan and Dharmveer Singh Rajpoot, “Effect of Market Volume in Algorithmic Trading”, International Journal of Computer Engineering and Applications, Volume X, Issue II, pp. 111-118, February, 2016. (ISSN 2321-3469 )
  • Anupam Goel, Shashank Kumar and Dharmveer Singh Rajput, “K-Means Clustering Algorithm on Textual Data with Improved Initial Center”, International Journal of Current Research, Vol. 8, Issue, 06, pp. 33236-33239, June, 2016. (Google Scholar)
  •  Chetanay Gupta, Prateek Dubey, Dharmveer Singh Rajput, “Reducing Redundant dataset in Association based Technique”, International Research Journal of Engineering and Technology (IRJET) , Volume: 03 Issue: 05, pp. 2688-2692, May-2016.(Google Scholar) 
  • Sarthak Arora, Dr. Dharmveer Singh Rajput, “AnotherApproach toImproving theAprioriAlgorithm”, International Journal of Advance Research in Science and Engineering, Volume 5, Issue, 11, pp 50-53, 2016. (Google Scholar)

International Conferences

  • D. S. Rajput, P. K. Singh and M. Bhattacharya, “An Efficient and Generic Hybrid Framework for High Dimensional Data Clustering”, In Proc. of “International Conference on Data Mining and Knowledge Engineering, WASET”, Volume No. 64, pp. 339 – 344, April 2010. (Indexed in SCOPUS)
  • D. S. Rajput, P. K. Singh and M. Bhattacharya, “A New Technique for Feature Selection and Cluster Center Initialization”, In Proc. of “6th International Conference on Data Mining, WORLDCOMP”, pp. 119 – 125, July 2010. (Indexed in INSPEC, DBLP)
  • D. S. Rajput, P. K. Singh and M. Bhattacharya, “An Efficient Dimension Reduction and Optimal Cluster Center Initialization Technique”, In Proc. of “IEEE International Conference on Computational Intelligence and Communication Networks”, pp. 503 - 508, November 2010. (Indexed in SCOPUS)
  • D. S. Rajput, P. K. Singh and M. Bhattacharya, “Feature Selection with Efficient Initialization of Clusters Center For High Dimensional Data Clustering”, In Proc. of “IEEE International Conference on Communication System and Network Technology”, pp. 293 - 297, June 2011. (Indexed in SCOPUS)
  • D. S. Rajput, P. K. Singh and M. Bhattacharya, “An Efficient Technique for Clustering High Dimensional Dataset”, In Proc. of “10th International Conference on Information and Knowledge Engineering, WORLDCOMP”, pp. 434 – 440, July 2011. (Indexed in INSPEC, DBLP).
  • Avinash Chandra Pandey, Dharmveer Singh Rajpoot and Mukesh Saraswat, “Data Clustering using Hybrid Improved Cuckoo Search Method”, IEEE Ninth International Conference on Contemporary Computing, 2016. (Indexed in SCOPUS)
  • Anand Kishor Pandey and Dharmveer Singh Rajpoot, “Resolving Cold Start Problem in Recommendation System using Demographic Approach”, IEEE International Conference on Signal Processing and Communication, 2016. (Indexed in SCOPUS)
  • Anand Kishor Pandey and Dharmveer Singh Rajpoot, “A Comparative Study of Classification Techniques by Utilizing WEKA”, IEEE International Conference on Signal Processing and Communication, 2016. (Indexed in SCOPUS)
  • Sakshi Saxena, Priyanka Verma and Dharmveer Singh Rajpoot, “Clustering based Minimum Spanning Tree Algorithm”, IEEE Tenth International Conference on Contemporary Computing, 2017. (Indexed in SCOPUS)
  • Avinash Chandra Pandey, Dharmveer Singh Rajpoot and Mukesh Saraswat, “Hybrid Step Size based Cuckoo Search”, IEEE Tenth International Conference on Contemporary Computing, 2017. (Indexed in SCOPUS)
  • Avinash Chandra Pandey, Dharmveer Singh Rajpoot and Mukesh Saraswat, “Data Clustering based on Data Transformation and Hybrid Step Size-based Cuckoo Search”, IEEE Eleventh International Conference on Contemporary Computing, 2018. (Indexed in SCOPUS)
  • Himanshu Arora, Samyak Jain, Sanket Anand, Dharmveer Singh Rajpoot, Neha Yadav, “Real TimeSafety Alert System for Car”, International Conference on Signal Processing And Communication, 2019. (Indexed in SCOPUS)
  • Himanshu Arora, Samyak Jain, Sanket Anand, Dharmveer Singh Rajpoot, Augmentation of Images through DCGANs, IEEE Twelfth International Conference on Contemporary Computing, 2019. (Indexed in SCOPUS)
  • Neha Yadav, Dharmveer Singh Rajpoot, Shrikrishna Dhakad, “LARAVEL: A PHP Framework for E-Commerce Website”, International Conference on Image Information Processing, 2019. (Indexed in SCOPUS)
  • Ram Pal Singh, Dharmveer Singh Rajpoot, “Efficient Identification of Initial Clusters Centers for Partitioning Clustering Methods”, International Conference on Image Information Processing, 2019. (Indexed in SCOPUS)
  • Seema Rani, Dharmveer Singh Rajpoot, “Parallel Solution to LIS using Divide-and-Conquer Technique”, ‘International Conference on Recent Developments in Science, Engineering and Technology, 2019. (Indexed in SCOPUS)

Book Chapters

  • Sakshi Saxena and Dharmveer Singh Rajpoot, “Density based approach for Outlier Detection and Removal”, Advances in Signal Processing and Communication, "Book Series Lecture Notes in Electrical Engineering 526", pp. 281-291, Springer 2019. (SCOPUS)
  • Pooja Lodhi, Omji Mishra, and Dharmveer Singh Rajpoot, “Sorted Outlier Detection Approach based on Silhouette Coefficient”, Advances in Signal Processing and Communication, "Book Series Lecture Notes in Electrical Engineering 526", pp. 187-197, Springer 2019. (SCOPUS)
  • D. S. Rajput, P. K. Singh and M. Bhattacharya, “PROFIT: A Projected Clustering Technique”, “Real World Data Mining Applications”, “Annals of Information Systems 17, Springer”, pp 51-70, January, 2015. (INSPEC)
  • D. S. Rajput, P. K. Singh and M. Bhattacharya, “Reduct and Variance based Clustering of High Dimensional Dataset, Lecture Notes of Computer Science (LNCS) Springer, Volume No. 6411, pp. 75 – 79, 2012. (Indexed in SCOPUS, DBLP)

Conferences/ Workshops/Training Attended

  • IIC Innovation Ambassador Training Series, Entrepreneurship Development Program at AICTE, 2-3 November, 2019.
  • IEEE Twelfth International Conference on Contemporary Computing 2019, 08-10 August 2019 as Publication Co-Chair at JIIT Noida- 62.
  • Participated in “One-Day Seminar on Life and Works of Prof. M. N. Saha and Prof. S. N. Bose”, organized by department of Physics and Material Science, Jaypee Institute of Information Technology, Noida on 15/09/2018.
  • Participated in the Workshop on “Qualitative Research Techniques” organized by the Department of Humanities and Social Science of Jaypee Institute of Information Technology, Noida from 06th – 08th September 2018.
  • Organized the “Workshop on Virtual Lab” from the team of IIT Delhi in Jaypee Institute of Information Technology, Noida on 31/08/2018.
  • Participated in a user awareness programme on the “Prevention of Plagiarism using Turnitin Software” organized in Jaypee Institute of Information Technology, Noidaon 16/08/2018.
  • IEEE Eleventh International Conference on Contemporary Computing 2018, 02-04 August 2018 as Publication Co-Chair at JIIT Noida- 62.
  • FDP on Innovative Teaching and Research, from 09/07/2108 to 14/07/2018, Department of HSS, JIIT, Noida-62.
  • IEEE Tenth International Conference on Contemporary Computing 2017, 10-12 August 2017 as Publication Co-Chair at JIIT Noida- 62.
  • FDP on "Performance Assessment in Computing Systems", 10-15 July 2017, Department of CSE/IT, JIIT, Noida-62.
  • Session on Interactive Teaching by Prof Sanjay Goel, 14/01/2017, Department of CSE/IT, JIIT, Noida-62.
  • IEEE Ninth International Conference on Contemporary Computing 2016,11-13 August 2016 as Publication Co-Chair at JIIT Noida- 62.
  • FDP on “Research, Innovation, and Engineering in Computer Science: Issues and Approaches”, 18-23 June 2016, JIIT, Sector - 62, Noida, Attended and Speaker.
  • IEEE Eighth International Conference on Contemporary Computing 2015,20-22 August 2015 as Publication Co-Chair at JIIT Noida- 62.
  • FDP on “Research, Innovation, and Engineering in Computer Science: Issues and Approaches”, 18-23 June 2016, JIIT, Sector - 62, Noida, Attended and Speaker.
  • IEEE Fourteenth International Symposium on Signal Processing and Information Technology 15-17 Dec, 2014, as a Member of Technical Program Committee at JIIT Noida- 62.
  • IEEE Seventh International Conference on Contemporary Computing 2014,7-9 August 2014 as Publication Co-Chair at JIIT Noida- 62.
  • Attended one day Workshop on Advanced Optimization Techniques organized by Department of Mathematics, Jaypee Institute of Information Technology, Noida-62 on 23/09/2014.
  • Attended one week Faculty Development Program on Effective Teaching organized by Department of Humanities and Social Science, Jaypee Institute of Information Technology, Noida from 28/07/2014 to 02/08/2014.
  • IEEE Sixth International Conference on Contemporary Computing 2013,8-10 August 2013 as a Member of Technical Program Committee at JIIT Noida- 62.
  • National Workshop on WEKA (Data Mining Tool)at ITM University, Gurgaon, 19th October 2012.
  • Workshop on “Intelligent Robotics” in ABV – IIITM Gwalior, 5th May 2012.
  • Workshop on “Intelligent Robotics” in ABV – IIITM Gwalior, 14th Nov. 2011.
  • IEEE International Conference on Communication Systems and Network Technologyorganized by SMVDU Katra, Jammu, 3-5 June 2011.
  • IEEE International Conference on Computational Intelligence and Communication Networkorganized by RGPV Bhopal, 26-28 November 2010.
  • Attended two days Training Programme on LaTeX: The Language of Scientific Writing (LSW-2010) held during September 4-5, 2010 at ABV-IIITM Gwalior.
  • Attended Second International Conference on Data Engineering and Management organized by Bishop Heber College, Tiruchirapalli during July 30-31, 2010. (Conference, Workshop and Keynotes)
  • Attended International Conference on Data Mining and Knowledge Engineering organized by WASET Rome, 2010.
  • Attended one day Workshop on “How to Get Published in Internationally Refereed Journals: A Practical Guide” on 21/03/2010 at ABV-IIITM Gwalior.
  • Attended two days Workshop on “Intellectual Property Rights” held on March 14-15, 2009 at ABV-IIITM Gwalior.
  • Participated “Prayass’09” as Judge (Ad-Mad Show) at Shri Ram Institute of Information Technology, Banmore, 2009
  • National Workshop on “Data Mining and Data Warehousing” in S.A.T.I. Vidisha (M.P.), 2008.
  • Project of “Shivhare Road Lines Automation” form e-Biz Technocrats Pvt. Ltd. Gwalior, since 8th Jan 2005 to 10th April 2005.
  • H/W & Networking training from Smiriti Net Com, Bhopal, since 28th June 2004 to 12th August 2004.
  • Mobile Communication training from B. S. N. L. Gwalior, 2003.

PATENT PUBLICATION/GRANT

  • D.S. Rajpoot et al, “Machine Learning based Methods for Optimization of Power Management in Renewable and Non-renewable Energy Resources”, Application No – 201921031179, Intellectual Property India. (Published)

PhD THESIS GUIDED

  • Avinash Chandra Pandey (14403009), “Efficient Methods for Clustering of Sentimental Data using Nature Inspired Algorithms”, Jaypee Institute of Information Technology, from July 2014 to January 2020 (Awarded).
  • Seema Rani (13403303), “Efficient and Optimal Solutions for the Longest Increasing Subsequence Problem using One Processor”, Jaypee Institute of Information Technology, from July 2013 to till date (Ongoing).
  • Rampal Singh (16403010), “Efficient Identification of Initial Cluster Center for Partitioning Clustering Methods”, Jaypee Institute of Information Technology, from December 2016 to till date (Ongoing).
  • Archana Sharma, Data Mining Techniques, Jaypee Institute of Information Technology, from January 2020 to till date (Ongoing).