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

List of papers published in SCI/Scopus Journals Papers: 

 

[1]         A. K. Shukla, P. Singh, and M. Vardhan, “A hybrid framework for optimal feature subset selection,” J. Intell. Fuzzy Syst., vol. 36, no. 3, pp. 2247–2259, 2019.

[2]         D. Singh, P. Singh, and D. S. Sisodia, “Evolutionary based ensemble framework for realizing transfer learning in HIV-1 Protease cleavage sites prediction,” Appl. Intell., vol. 49, no. 4, pp. 1260–1282, 2019.

[3]         D. Singh, D. S. Sisodia, and P. Singh, “Cognitive Framework for HIV-1 Protease Cleavage Site Classification Using Evolutionary Algorithm,” Arab. J. Sci. Eng., 2019.

[4]         N. Singh, P. Singh, and D. Bhagat, “A rule extraction approach from support vector machines for diagnosing hypertension among diabetics,” Expert Syst. Appl., vol. 130, pp. 188–205, 2019.

[5]         N. Singh and P. Singh, “A novel Bagged Naïve Bayes-Decision Tree approach for multi-class classification problems,” J. Intell. Fuzzy Syst., vol. 36, no. 3, pp. 2261–2271, 2019.

[6]         A. K. Shukla, P. Singh, and M. Vardhan, “A two-stage gene selection method for biomarker discovery from microarray data for cancer classification,” Chemom. Intell. Lab. Syst., vol. 183, pp. 47–58, 2018.

[7]         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.

[8]         P. Singh and S. Verma, “Multi-Classifier Model for Software Fault Prediction,” Int. Arab J. Inf. Technol., vol. 15, no. 5, pp. 912–919, 2018.

[9]         A. K. Shukla, P. Singh, and M. Vardhan, “A hybrid gene selection method for microarray recognition,” Biocybern. Biomed. Eng., vol. 38, no. 4, pp. 975–991, 2018.

[10]      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, 2018.

[11]      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.

[12]      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.

[13]      N. Singh and P. Singh, “Rule Based Approach for prediction of Chronic Kidney Disease : A Comparative Study,” Biomed. Pharmacol. J., vol. 10, no. 2, pp. 867–874, 2017.

[14]      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.

 

 

Conference Papers

 

[1]         Prateek. M and  Singh P., “Hybrid approach for Gene selection and classification using Filter and Genetic Algorithm,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), vol. 1, no. Icici, pp. 388–393, 2017.

[2]         P. Singh and N. Singh, “Coperative Life Expectancy in the Lung Cancer Patients,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), no. Icici, pp. 844–848, 2017.

[3]         P. Singh, “Comprehensive Model for Software Fault Prediction,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), no. Icici, pp. 1107–1112, 2017.

[4]         P. Singh, “Comparative Study of Individual and Ensemble Methods of Classification for Credit Scoring,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), no. Icici, pp. 972–976, 2017.

[5]         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.

[6]         P. Singh, “Knowledge Transfer Software Fault Learning,” Int. Conf. Inven. Comput. Informatics (ICICI 2017), no. Icici, pp. 1113–1118, 2017.

[7]         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.

[8]         P. Singh, “Empirical Investigation of Fault Prediction Capability of Object Oriented Metrics of Open Source Software,” Comput. Sci. Softw. Eng. (JCSSE), 2012 Int. Jt. Conf. on. IEEE, 2012., pp. 323–327, 2012.

[9]         P. ;Prateek A. M. Singh, “Survey of Density Based Clustering Algorithms,” Int. J. Comput. Sci. its Appl., vol. 1, no. 1, pp. 313–317, 2011.

[10]      N. K. Nagwani and P. Singh, “Bug mining model based on event-component similarity to discover similar and duplicate GUI bugs,” 2009 IEEE Int. Adv. Comput. Conf. IACC 2009, no. March, pp. 1388–1392, 2009.

[11]      P. Singh and S. Verma, “An investigation of the effect of discretization on defect prediction using static measures,” ACT 2009 - Int. Conf. Adv. Comput. Control Telecommun. Technol., pp. 837–839, 2009.

[12]      M. Singh, P shukla, A Vardhan, “Microarray gene expression data analysis,” in International Conference on Inventive Computing and Informatics (ICICI 2017), 2003, no. 978, pp. 827–831.

 

 

 

 

Book Chapters:

 

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).

Training Programs/Seminars /Workshops Organized

·         One Week Self Sponsored Short Term Training Program (STTP) on “Big Data Processing using Hadoop: Implementation, Usage and Applications”, National Institute of Technology Raipur, 9th-13th December 2017. (Role: Coordinator)

·         One Week Self Sponsored Short Term Training Program (STTP) on “Machine Learning Tools and Techniques (MLTT)”, National Institute of Technology Raipur, 10th-14th November 2017. (Role: Coordinator)

·         One Week TEQIP-III Sponsored Short Term Training Program (STTP) on “Deep Learning and Its Applications” National Institute of Technology Raipur, 28th September to 2nd October 2017. (Role: Coordinator)

·         One Week TEQIP-II Sponsored Short Term Training Program (STTP) on “Soft Computing and Intelligent Techniques in Science and Technology (SCI-TSE-2016)” National Institute of Technology Raipur, from 30th September to 4th October 2016. (Role: Coordinator)

 

 

 

Conference Organized

·         National Conference on Soft Computing and Intelligent Techniques in Science and Engineering (SCITSE-2017), National Institute of Technology Raipur, November 25, 2017. (Role: Conference Secretary).

·         National Conference on Recent Advancement in Computing, Communication, and Bioinformatics (RAC2B-2017), National Institute of Technology Raipur, December 9, 2017. (Role: Conference Secretary).

 

 

 

  • 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

Dr. Pradeep Singh (8th Semester Major Project list Spring 2018)

S.No.

Roll No

Student Name

Project Title

1

14115007

ALLA TARUN SANKAR

Image Classification Using CNN and Transfer Learning

2

14115011

ANSHUL VERMA

A CNN Based Approach For Sentiment Analysis Using Word Embedding for Multiple Domains

3

14115012

ANTARA KALE

Yolo-Based Real Time Animal Surveillance Approach

4

14115018

APPIKATLA SUJITH KUMAR

Multitask Learning Using LSTM Networks on Language Tasks

5

14115029

DIWAN CHANDRA PATLE

Low Cost Home Automation System using IOT

6

14115030

DONEPATHI MANOJ DEVAN

Multitask Learning Using LSTM Networks on Language Tasks

7

14115031

G J S M MAHESWARI

Personality Traits Detection Using Recurrent Neural Networks with LSTM Units

8

14115037

HARSHDEEP KAUR

Autonomous Navigation of Quadcopter Ariel Vehicle

9

14115043

KARNATI RISHIKESH REDDY

Image Classification Using CNN and Transfer Learning

10

14115044

KASTALA BHANODAY SAI

An Ensemble Method to Evaluate the Number of Bugs in Software Projects

11

14115068

POSHAN KUMAR

Low Cost Home Automation System using IOT

12

14115092

VINITA NIRMAL

Comparative Analysis of Various Methods used to recognize ransom-wares and their classes

13

14115901

AISHWARYA SRIVASTAVA

A Random Forest Model Using Feature Selection Method and Handling Class Imbalance Problem

 

Flag Counter

·         One Week Self Sponsored Short Term Training Program (STTP) on “Big Data Processing using Hadoop: Implementation, Usage and Applications”, National Institute of Technology Raipur, 9th-13th December 2017. (Role: Coordinator)

·         One Week Self Sponsored Short Term Training Program (STTP) on “Machine Learning Tools and Techniques (MLTT)”, National Institute of Technology Raipur, 10th-14th November 2017. (Role: Coordinator)

·         One Week TEQIP-III Sponsored Short Term Training Program (STTP) on “Deep Learning and Its Applications” National Institute of Technology Raipur, 28th September to 2nd October 2017. (Role: Coordinator)

·         One Week TEQIP-II Sponsored Short Term Training Program (STTP) on “Soft Computing and Intelligent Techniques in Science and Technology (SCI-TSE-2016)” National Institute of Technology Raipur, from 30th September to 4th October 2016. (Role: Coordinator)

·         National Conference on Soft Computing and Intelligent Techniques in Science and Engineering (SCITSE-2017), National Institute of Technology Raipur, November 25, 2017. (Role: Conference Secretary).

·         National Conference on Recent Advancement in Computing, Communication, and Bioinformatics (RAC2B-2017), National Institute of Technology Raipur, December 9, 2017. (Role: Conference Secretary).