Dr. Pradeep   Singh

Department Computer Science & Engineering
Designation Assistant Professor
Educational Qualification Ph. D (Computer Science & Engineering)
E-Mail psingh.cs@nitrr.ac.in
Contact Number 9407627366
Areas of Interest

Software Engineering , Machine Learning , Database Systems, Distributed Computing, Evolutionary Computing

Publications

    Publications

    List of papers published in SCI/Scopus Journals/Conference: 

    [1]         D. Singh, P. Singh, and D. S. Sisodia, “Evolutionary based optimal ensemble classifiers for HIV-1 protease cleavage sites prediction,” Expert Syst. Appl., vol. 109, pp. 86–99, 2018.

    [2]         A. K. Shukla, P. Singh, and M. Vardhan, “Neighbour teaching learning based optimization for global optimization problems,” J. Intell. Fuzzy Syst., vol. 34, no. 3, pp. 1583–1594, Mar. 2018.

    [3]         A. K. Sinha, P. Singh, A. Prakash, D. Pal, A. Dube, and A. Kumar, “Putative Drug and Vaccine Target Identification in Leishmania donovani Membrane Proteins Using Naïve Bayes Probabilistic Classifier,” IEEE/ACM Trans. Comput. Biol. Bioinforma., vol. 14, no. 1, pp. 204–211, 2017.

    [4]         P. Singh, N. R. Pal, S. Verma, and O. P. Vyas, “Fuzzy Rule-Based Approach for Software Fault Prediction,” IEEE Trans. Syst. Man, Cybern. Syst., vol. 47, no. 5, pp. 826–837, 2017.

    [5]         P. Singh, S. Verma, and T. Engineering, “Multi-Classifier Model for Software Fault Prediction,” Int. Arab J. Inf. Technol., no. 5, 2018.

    [6]         P. Singh, S. Verma, and O. P. Vyas, “Software fault prediction at design phase,” J. Electr. Eng. Technol., vol. 9, no. 5, pp. 1739–1745, 2014.

    [7] N. Nagwani and P. Singh, “An Agile Methodology Based Model for Change-Oriented Software Engineering,” Int. J. Recent Trends Eng., vol. 1, no. 1, 2009.

    [8] P. Singh, S. Verma, and O. P. Vyas, “Cross Company and within Company Fault Prediction using Object Oriented Metrics,” Int. J. Comput. Appl., vol. 74, no. 8, pp. 975–8887, 2013.

    [9] P. Singh, K. D. Chaudhary, and S. Verma, “An Investigation of the Relationships between Software Metrics and Defects,” Int. J. Comput. Appl., vol. 28, no. 8, pp. 975–8887, 2011.

    [10] P. Singh, “An Efficient Software Fault Prediction Model using Cluster based Classification,” Int. J. Appl. Inf. Syst., vol. 7, no. 3, pp. 35–41, 2014.

    [11] P. Singh, N. Jain, and A. Maini, “Investigating the effect of feature selection and dimensionality reduction on phishing website classification problem,” Proc. 2015 1st Int. Conf. Next Gener. Comput. Technol. NGCT 2015, no. September, pp. 388–393, 2016.

    [12] P. Singh and S. Verma, “Empirical investigation of fault prediction capability of object oriented metrics of open source software,” JCSSE 2012 - 9th Int. Jt. Conf. Comput. Sci. Softw. Eng., pp. 323–327, 2012.

    [13] B. Mining and M. Based, “Bug Mining Model Based on Event-Component Similarity to Discover Similar and Duplicate GUI Bugs Ifotweronbgsae of ixin willtionnot arexpoassin Findiemengasimi bequgr # 1 forn ando implementationsion blosehavi tou requirad samfert diffeent,” IEEE Int. Adv. Comput. Conf. (IACC, no. March, pp. 6–7, 2009.

    [14] P. Singh and S. Verma, “An Investigation of the Effect of Discretization on Defect Prediction Using Static Measures,” 2009 Int. Conf. Adv. Comput. Control. Telecommun. Technol., pp. 837–839, 2009.

    [15] P. Singh, “Knowledge Transfer Software Fault Learning,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), pp. 1113–1118, 2017.

    [16] P. Singh, “Comprehensive Model for Software Fault Prediction,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), pp. 1107–1112, 2017.

    [17] P. Singh, “Comparative Study of Individual and Ensemble Methods of Classification for Credit Scoring,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), pp. 972–976, 2017.

    [18] M. P. Singh Pradeep, “Survey of Density Based Clustering Algorithms,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), pp. 313–317, 2017.

    [19] P. Singh, A. Dave, and K. Dar, “Demonetization : Sentiment and Retweet Analysis,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), no. Icici, pp. 894–899, 2017.

    [20] P. Singh, “Intelligent Approaches for Prognosticating Post- operative Life Expectancy in the Lung Cancer Patients,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), pp. 847–852, 2017.

    [21] P. Singh, A. Shukla, and M. Vardhan, “Hybrid approach for Gene selection and classification using Filter and Genetic Algorithm,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), pp. 835–840, 2017.

    [22] P. Singh, A. Shukla, and M. Vardhan, “A Novel Filter approach for efficient selection and Small round blue-cell tumor cancer detection using microarray gene expression data,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), no. 978, pp. 830–834, 2017.

    [23] M. Singh, S. P. Mahapatra, S. Nigam, P. Singh, and K. Gupta, “Forecasting of Air Pollutants Particulate Matter and Carbon Mono-oxide concentration in Delhi City using ARIMA Model and Artificial Neural Network,” Int. J. Control Theory Appl., vol. 10, no. 6, pp. 135–143, 2017.

    [24] N. K. Nagwani and P. Singh, “Weight similarity measurement model based, object oriented approach for bug databases mining to detect similar and duplicate bugs,” in Proceedings of the International Conference on Advances in Computing, Communication and Control, ICAC3’09, 2009.

     

    Details of Publication : Profile in Google Scholar
  • For Students Courses and Assigments

    https://sites.google.com/view/dbms-cse/home

    Other Info.

    Work Experience

    Aug 2008 to till date: NIT Raipur, Asst. Professor

    Abroad Visits (for academic and professional activities):

    • Visited Madrid, Spian to present paper in XIII International Conference on Computer Science, Engineering and Applications(ICCSEA 2015 Madrid, Spain)
    • Visited Bangkok, Thailand to present paper in IEEE Ninth International Joint Conference on Computer Science and Software Engineering (JCSSE 2012), Organized by School of Engineering, University of the Thai Chamber of Commerce Bangkok, Thailand.
    • Visited Singapore, to present paper in International Conference on Computer, Electrical, and Systems Sciences, and Engineering, Singapore (ICCESSE 2011, Singapore).

    Short-Term Training Program Conducted

     

     Soft Computing and Intelligent Techniques in Science and Engineering” on 30th Sep-04th  October 2016.

    Deep Learning Techniques and its Applications 28th  September to 2nd October 2017

    Machine learning  Tools and Techniques” which was held on 10th  Nov -14th  November  2017.

    Big Data Processing using Hadoop: Implementation, Usage and Applications from 9th December- 13th   December 2017


    • Research Projects : One
      Cost of project :Rs. 5,00,000/-
      Funding Agency :CCOST
      Year of Sanction :2013
      Current status: On Going

     Guest lecture/Invited lecture

    National Institute of Technology Raipur, Department of Electrical Engineering and Department of Computer Applications  “Soft Computing  & Data Mining Techniques (SCDMT-2016)” which was held on during June 20-24, 2016,

    National Institute of Technology Raipur, Computer Science & Engineering department invited for a talk on Classifiers “Soft Computing and Intelligent Techniques in Science and Engineering” which was held on 30thSep-04th October 2016.

    Fellowship/Awards/Other recognitions:

    Research Fellowship in 2012 by Indian Academy of Sciences ,Bangalore Indian National Science Academy ,New Delhi ,The National Academy of Sciences, India Allahabad (IASc-INSA-NASI ) to work with Prof. Nikhil R. Pal, Indian Statistical Institute, Kolkata.


    Professional Affiliations:

    • Professional Member, Association of Computing Machinery(ACM),USA
    • Member, Institute of Electrical and Electronics Engineers(IEEE),USA
    • Life Member, Indian Society for Technical Education (ISTE), India
    • Member, International Association of Computer Sc. & IT ,Singapore
    • Member, International Association of Engineers( IAE), Hong Kong
    • Life Member, Computer Society of India (CSI), India
    • Life Member, Institute of Electronics and Telecommunication Engineers (IETE), India,
    • Life Member, Institute of Engineers India (IEI)


    Other Professional Activities:

    • Program committee member 2013 IEEE Second International Conference on Image Information Processing (ICIIP -2013) December 9 - 11, 2013 Jaypee University of Information Technology Waknaghat, Shimla, Himachal Pradesh, INDIA
    • Program committee member 2013 of International Conference on Advanced Computing, Networking, and Informatics [ ICACNI-2013] 12-14 June at CIT ,Raipur
    • Chaired a session in the International Conference on Advance Computing Control and Telecommunication, ACT 2009
    • Member of program committee of 2nd International Conference on Advanced Computing, Networking, and Informatics (ICACNI 2014) on 18-20 June 2014
    • Member of program committee of ICACNI 2015 (3rd International Conference on Advanced Computing, Networking, and Informatics).
    • Member of program committee of ICIIS2014 (9th International Conference on Industrial and Information Systems 2014)
    • Reviewer in various International Journals
    • Reviewer of Journals of Knowledge-Based Systems Published by Elsevier

    Administrative Responsibilities:

    • An Active member of the following committees at NIT, Raipur
    • Warden Boy’s Hostel-H(Sirpur),NIT Raipur
    • Working as member of Website Committee
    • Member, Departmental board of Studies, NIT Raipur.
    • Member, Departmental Purchase Committee, NIT Raipur
    • Member, Discipline and Anti-Ragging committee, NIT Raipur.
    • Worked as Assistant Controller of Examination Apr-May 2010
    • Member BOS of CSE Department
    • Scrutinizing and Recommending the Uniform Course Structure Committee
    • Worked as member of technical committee for organizing technical events
    • Worked as member of team to carry out counselling and admission work for CCB counselling 2009


    Short Term Training Programs/CEPs/Workshops Attended:

    • Software Engineering Application for Computer Networks 8 Dec 2011 to 10 Dec 2011 Deptt Of Computer Sc & Engineering ,NIT Rourkela
    • Selected topics on Distributed System & Computer Security 30May2011 to 03June 2011 ISTE, Indo Us Collaboration for Engineering Education and Juet
    • Database Management System 13 /12/ 2010 to 23 /12/2010 IIT Bombay
    • Convergence of Technology Management and Global Business 20 Dec2011 NIT Raipur
    • .NET Technology Using C# 5th July2004 to 9th July2004 UP Technical Univ ,Lucknow & Microsoft Corp.(India ) Pvt.Ltd
    • Wireless Networks (Research Issue) 5th Feb 2005 MNNIT, Allahabad
    • IEEE workshop on computational Intelligence: Theories, Applications and Future Directions, IIT Kanpur 14th July, 2013, 2013 IIT Kanpur
    • QIP Short term course on Intelligent Informatics 15th July 2013 19th July 2013 IIT Kanpur

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