Birla Institute of Technology, Mesra
   
Dr. Kumar Rajnish
Associate Professor, Computer Science and Engg
Ph.D. (Engg) MCA
Contact Address
Permanent Address Flat No-202, Uma Shanti Apartment, PO-Ranchi University, Kanke Road, Ranchi834008, Jharkhand, India
Local Address Department of CSE, R&D Building, Birla Institute of Technology, Ranchi-835215, Jharkhand.
Phone (Office) 06512275444
Phone Residence .
Email Id krajnish@bitmesra.ac.in
Joined Institute on : 12-Sep-2002
  Work Experience
 
Teaching : 19 Years

Research : 12 Years

Individual: . Years

  Professional Background
 

 

 

Name of Organization

Period

 

 

Designation

 

From

To

 

College of Computer Technology, Butwal, Nepal

14-09-2001

Aug-2002

Lecturer

Birla Institute of Technology, Mesra Extension Centre, Lalpur, Ranchi, Jharkhand, India.

12-09-2002

31-11-2004

Associate Lecturer

Birla Institute of Technology Ranchi, Jharkhand, India

01-12-2004

30-06-2016

Assistant Professor

Birla Institute of Technology, Mesra, Ranchi, Jharkhand

01-07-2016

Continue

Associate Professor

 

 
  Research Areas
 
 

1. Object Oriented Software Metrics

2. Software Engineering Metrics and Models

3. Software Quality Metrics

4. Software Cost Estimation

5. Programming Languages.

6. Cognitive Approach in Software Engineering

7. Database Metrics.

8. Machine Learning

 

  Award and Honours
 

                            Other Relevant Information

 

A.  M. Tech Thesis Guided

Sl. No

Session

ME/M.Tech

Title of Thesis

Name of Students

Date of Award

01

SP-2013

M.Tech

Development of metrics for object oriented design measurements

Yasbir Singh

11/05/2013

02

SP-2015

M.Tech

      

Measurement of Database objects using software Engineering Approach

Mohit Sharma

14/05/2015

03

SP-2015

M.Tech

Path Selection for test Case generation through symbolic execution

Anurag Shukla

14/05/2015

04

SP-2015

M.Tech

Analyzing the behavior of programs through software measurement

Ruchika Singh

15/05/2015

05

SP-2015

M.Tech

Applicability of slicing technique in traditional and object oriented programming

Mayank Manohar

14/05/2015

06

SP-2015

M.Tech

Analyzing object oriented hierarchies through software measurement

Sumit Babu

14/05/2015

07

SP-2016

M.Tech

Developing an generic system for integrating BPM enterprise suite with social networking sites

Jhelam Das Gupta

08/07/16

08

SP-2016

M.Tech

Quality measurement of database system

Rachna Kumari

16/05/2016

09

SP-2016

M.Tech

Ranking Vulnerability for Web Application based on Severity Rating Analysis

Nitish Kumar

12/05/2016

10

SP-2017

M.Tech

Emphasis on software process and security metric: An Empirical Approach

Swarsha Kashyap

12/05/2017

11

SP_2017

M.Tech

Automation of RPAS platform using Perl Scripting

Ankita Horo

18/07/2017

12

SP-2017

M.Tech

Defining and Validating Metrics for Assessing Database Systems

Sushmita

12/05/2017

 

 

 

B.  PhD. Details (Under My Guidance)

  • Awarded and Submitted

Sl. No

Title of Thesis

Name of Students

01

Development of Quality Metrics for Object Oriented Design

Sandip Mal

Awarded (2016)

02

Measuring the Quality of a software system: A cognitive approach

Amit Kumar Jhakhar

Awarded (2018)

03

Software Engineering measurement and estimation: An Empirical Approach

H. Parthasarti Patra

Awarded (2018)

04

Development of software fault prediction model using object-oriented design measurement

Dipti Kumari

Awarded(2019)

  • Currently Enrolled: 03 in Nos

 

C.  Workshop Attended

Sl.No.

Type of Course 

 Organizer

Duration

No. of weeks

 

from

to

1.

ISTE Workshop on Computer Networking

Indian Institute of Technology Bombay

May 28th , 2014

July 5th , 2014

2

2.

 ISTE Workshop on Computer Programming

Indian Institute of Technology Bombay

May 20th , 2014

June 21st , 2014

2

3.

ISTE STTP workshop on Introduction to Design of Algorithms

 

Indian Institute of Technology Kharagpur

27th April, 2015

30th May, 2015

2

4

Automata theory, formal languages and compiler Design

BIT Mesra

19th Jan, 2018

25th Jan, 2018

01

5

Cyber-crime and investigation

BIT Mesra

18th Dec, 2018

22 Dec, 2018

01

6 Online FDP on Machine Learning IIT Kharagpur 23rd Nov. 2020  04 Dec 2020        02

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

D. Award

  • Best Batsman Award in Inter Engineering College Tournament which was held in MMM Engineering College, Gorakhpur in the year 1999 i.e. malaviya Cup’99
  • Best Paper Award in International Conf. on Advanced Computing Networking and Informatics, Proceeding by Advances in Intelligent and soft computing, Springer, Index by ISI Proceedings, Scopus, June 2013. (paper Titled: Theoretical validation of new class Cohesion Metric against Briand Properties.   Authors: Sandip mal and Kumar Rajnish.

 

   Publications
 

                            Publications List

               2004

Kumar Rajnish and Vandana Bhattacherjee, “Class Complexity in Object-Oriented Design-A New Metric”, Presented at International Conference on Emerging Technologies in IT industry (ICET-2004), November 27, 2004, PCTE Ludhiana, India, http://www.pcteludhiana.org.

               2005

Kumar Rajnish and Vandana Bhattacherjee, “Maintenance of Metrics through class Inheritance hierarchy”, Proceedings of International conference on Challenges and Opportunities in Information Technology Industry”, PCTE, Ludhiana, 2005, pp.83.

 

2006

  • Kumar Rajnish and Vandana Bhattacherjee, ”Complexity of Class and Development Time: A Study”, Journal of Theoretical and Applied Information Technology (JATIT), Asian Research Publication Network, Vol. 3, No. 1, June-December 2006, pp. 63-70, Elsevier (Scopus), DBLP, http://www.jatit.org.
  • Kumar Rajnish and Vandana Bhattacherjee, “Class Cohesion: An Empirical and Analytical Approach”, International Journal of Science and Research (IJSR), Australia, Vol.2, No. 1, 2006, pp.53-62, http://www.international.au.in
  • Kumar Rajnish and Vandana Bhattacherjee, “Class Inheritance Metrics and Development Time: A Study”, International Journal “PCTE Journal of Computer Science”, Vol.2, Issue 2, July-Dec 2006, pp.22-28, http://www.pcte.edu.in.
  • Kumar Rajnish and Vandana Bhattacherjee, “A New Metric for Class Inheritance Hierarchy: An Illustration”, Proceedings of National Conference on Emerging Principles and Practices of Computer Science & Information Technology (EPPCSIT’06), GNDEC, Ludhiana, Allied Publishers, 2006, pp.321-325, http://www.gndec.ac.in.
  • Kumar Rajnish and Vandana Bhattacherjee, “Cohesion Metric for Object-Oriented Design”. Proceedings of Second National on Innovation in Information and Communication Technology (NCIICT-2006), July 7-8, PSG College of Technology, Coimbatore, India, 2006,pp.73-78,http://www.psgtech.edu/nciict06.
  • Kumar Rajnish and Vandana Bhattacherjee, “ Class Cohesion and Development Time: A Study”, Proceedings of National Conference on Methods and Models in Computing (NCM2C-2006), Macmillan Advanced Research Series, School of Computer and Systems Sciences, JNU, New Delhi, December 18-19, India, 2006, pp. 26-34. http://www.macmillanindia.com.
  • Prabhat Kumar Mahanti, Kumar Rajnish and Vandana Bhattacherjee, “Measuring Class Cohesion: An Empirical Approach”, Proceedings of ISCA 19th International Conference on Computer Applications in Industry and Engineering (CAINE-2006), November 13-15, INSPEC and DBLP Publication, Las Vegas, Nevada, USA, pp. 193-198, http://www.ipass.net or isca@ipass.net.
  • Vandana Bhattacherjee and Kumar Rajnish, “Class Complexity-A Case Study”, Proceedings of First International Conference on Emerging Application of Information Technology (EAIT-2006), Organized by Computer Society of India, Elsevier Publication, 2006, pp. 253-258, http://www.csical.org/csi_eait2006.html.

2007

  • Kumar Rajnish and Vandana Bhattacherjee, “Applicability of Weyuker Property 9 to Object-Oriented Inheritance Tree Metric-A Discussion ”, publication in the proceedings of IEEE 10th International Conference on Information Technology (ICIT-2007), published by IEEE Computer Society Press, 2007, pp.234-236, Index: Scopus  http://ICIT2007.home.comcast.net/
  • Kumar Rajnish and Vandana Bhattacherjee, “Object-Oriented Class Complexity Metric - A Case Study”, Proceedings of 5th Annual International Conference on Information Science Technology and Management (CISTM), 2020 Pennsylvania Ave NW, Ste 904, Washington DC, published by the Information Institute, USA, July 16-18, Hyderabad, 2007, pp.36-45 http://www.cistm.org.   
  • Kumar Rajnish, Vandana Bhattacherjee and Sunil Singh, “An Empirical Approach to Object-Oriented Inheritance Tree Metric”, Publication in the Proceedings of National Level Technical Conference (Techno Vision 2007), Department of MCA, Sri Shankaracharya College of Engineering and Technology, Bhillai, 2007, pp.145-150.
  • Kumar Rajnish and Vandana Bhattacherjee, “Interaction Among Classes and its effect on Cohesion Metric”, publication in the proceedings of 2nd National Conference on Methods and Models in Computing (NCM2C-2007), School of Computer and System Sciences, JNU, New Delhi, India, 2007, pp. 17-25.

2008

  • Kumar Rajnish and Vandana Bhattacherjee, “Class Inheritance Metrics-An Analytical and Empirical Approach”, INFOCOMP- Journal of Computer Science, Federal University of Lavras, Brazil, Vol. 7 No.3, pp. 25-34, 2008,  http://www.dcc.ufla.br/infocomp.
  • Vandana Bhattacherjee, Vinay Singh and Kumar Rajnish, "A New Dynamic Cohesion Metric for Object-Oriented Design", Published in the proceedings of International Conf. on ICACT '08, Hyderabad, 26-27 December-2008.

2009

Vandana Bhattacherjee, Vinay Singh and Kumar Rajnish, "Dynamic Cohesion Metric for OO design", Published in the proceedings of First Intl. Conf. on Computer, Communication, Control and information Tech., Hoogly, Feb 6-7, 2009.

2010

Kumar Rajnish, Arbind Kumar Chodhary, Anand Mohan Agrawal, “Inheritance Metrics for Object-Oriented Design”, International Journal of Computer Science and Information Technology, Academy & Industry Research Collaboration Centre (AIRCC), Vol. 2 No. 6, pp.13-26, December-2010, Indexing: Scirus and Inspec. http://airccse.org/journal/jcsit/1210ijcsit02.pdf .

2011

Kumar Rajnish and Vandana Bhattacherjee, “An Analytical Evaluation on Li’s Inheritance Metric Suites against Weyuker’s Properties”, International Journal of Engineering and Technology (IJET), Centre of Professional Research Publications, UK, London, Vol. 1 No.1, pp.80-88, Oct. 2011. 

2013

  • Kumar Rajnish and Yashbir Singh, “An Empirical and Analytical View of New Inheritance Metric for Object-Oriented Design”, International Journal of Computer Application (IJCA, 0975-8887), Foundation of Computer Science, USA, Vol. 65 No.12, pp. 44-50, March 2013, IF: 0.813.
  • S. Mal, K. Rajnish, “Measuring System Complexity Using New Complexity Metric”, Software Engineering: An International Journal (SEIJ), Vol. 3, No. 2, September 2013, PP: 35-43.
  • S. Mal and K. Rajnish, “Applicability on weyuker’s property 9 to new inheritance metrics” International Journal of Computer Application.vol-66, Issue-12, 2013.
  • S. Mal and K. Rajnish, “New Quality Inheritance Metrics for Object-Oriented Design”, International Journal of Software Engineering and Its Applications Vol.7, No.6 (2013), pp.185-200 http://dx.doi.org/10.14257/ijseia.2013.7.6.16, Index: Scopus.
  • S. Mal and K. Rajnish, “Package Level Cohesion Metric for Object-Oriented Design”, International Journal of Engineering and Technology (IJET), Index: Scopus, Vol. 5, No.3, pp.2523-2528, ISSN : 0975-4024, 2013 (June-Jul).
  • Dipti Kumari and Kumar Rajnish” Finding error-prone classes at design time using class based Object-Oriented metrics threshold through statistical method”, INFOCOMP, Journal of Computer science, Vol.12 ,No.1,pp.49-63, June 2013.
  • Sandip Mal and Kumar Rajnish, “Theoretical Validation of New Class Cohesion Metric against Briand properties”, Proceedings of Advanced Computing, Networking and Informatics, Advances in Intelligent and Soft Computing, Springer, Index by ISI Proceedings, Scopus, pp. 591-597, 2013.

2014

  • S. Mal, K. Rajnish. “Coupling Metric for Understandability and Modifiability of a Package in Object-Oriented Design, I.J. Information Technology and Computer Science, 2014, 08, 72-78, Published Online July 2014 in MECS, DOI: 10.5815/ijitcs.2014.08.10, IF: 0.07.
  • S. Mal and K. Rajnish, “New Cohesion Metric: An Empirical View”, International Journal of Multimedia and Ubiquitous Engineering Vol.9, No.6 (2014), pp.367-376 http://dx.doi.org/10.14257/ijmue.2014.9.6.35, Index: Scopus
  • Amit Kumar Jakhar and Kumar Rajnish, “A New Cognitive Approach to Measure the Complexity of Software”, International Journals of Software Engineering & Applications (IJSEIA), SCOPUS Indexed, Vol.8, No.7, pp.185-198, July-2014.
  • Amit Kumar Jakhar and Kumar Rajnish, “Measuring Complexity, development time and understandability of a Program: A Cognitive Approach”, International Journal of Information Technology and Computer Science (IJITCS), vol. 06, No.12, pp.53-60, November- 2014.
  • H. P. Patra and Kumar Rajnish, “A Critical Survey To The Challenges of Software Estimation”, International Journal of Applied Engineering Research, ISSN 0973-4562 Vol. 9, No. 24 (2014) pp. 24321-24347, Index: Scopus.
  • Kumar Rajnish, “Class Complexity Metric to predict Understandability”, International Journal of Information Engineering and Electronic Business (IJIEEB), MECS Publishers, Vol. 6, No.1, pp.69-76,  IF: 0.12 based on the ISI Web of Knowledge, 2014
  • Kumar Rajnish, “Another New Complexity Metric for Object-Oriented Design Measurement”, International Journal of Hybrid Information Technology, SERSC Publishers, Vol. 7, No. 2, 2014, pp. 203-216, Indexing: EI Compendex.
  • Kumar Rajnish, “Theoretical Validation of Inheritance Metrics for Object-Oriented Design against Briand’s Property”, International Journal of Information Engineering and Electronic Business, Vol. 6, No.3, pp.28-33, IF: 0.12 Index: Citation Index based on ISI Web of Knowledge, 2014.

2015

  • Amit Kumar Jakhar and Kumar Rajnish, “A Empirical Approach for estimation of software development effort”, IJMUT, SCOPUS Indexed, Vol.10, No.2, 2015, pp.97-110.
  • Amit Kumar Jakhar and Kumar Rajnish, "Cognitive Estimation of Effort, Time, Errors and the Defects of Software",  Walailak Journal of Science and Technology, Index: TCI (Thailand Citation Index), SCOPUS, Thai-Science, IF: 0.14, Vol. 13, No.6, pp.465-478, 2015.
  • Dipti Kumari and Kumar Rajnish” Investigating the Effect of Object-oriented Metrics on Fault Proneness Using Empirical Analysis”, International Journal of Software Engineering and Its Applications,vol.9 No.2,Feb 2015(Scopus), pp.171-188
  • Dipti Kumari and Kumar Rajnish, Evaluating the impact of binary and multinomial LR in developing software fault prediction model using Object Oriented Metrics”, Global Journal of Pure and Applied Mathematics (GJPAM), Index: Scopus, Vol.11, No.1, pp.437-462, 2015.
  • H. P. Patra and Kumar Rajnish, “A New Software Cost Estimation Model for Small Software organizations: An Empirical Approach”, International Journal of Applied Engineering Research, Vol. 10, No.15, Index: Scopus, 2015.
  • Kumar Rajnish and Mayank Manohar, “Analyzing Slicing of a program through Cohesion Metric”, International Journal of Computer Science Engineering (IJCSE), ISSN: 2319-7323 Vol. 4 No.3 May 2015, pp.94-101, Index: DBLP.
  • Kumar Rajnish and Mohit Sharma, “Measure of Internal structural Complexity of ER diagram through software metrics”, International Journal of Applied Engineering and Research”, Vol. 10 No.55, pp.1495-1499, Index: Scopus, 2015.
  • Anurag Shukla and Kumar Rajnish, “Sorting based approach on path based condition for test case selection by symbolic execution”, International Journal of Applied Engineering and Research”, Vol. 10 No.55, pp.1379-1383, Index: Scopus, 2015.
  • Kumar Rajnish and Ruchika Singh, “Class Complexity and Development Time: A Study”, International Journal of Applied Engineering and Research”, Vol. 10 No.55, pp.1442-1447, Index: Scopus, 2015
  • Amit Kumar Jakhar and Kumar Rajnish, “Measurement of Complexity and Comprehension of a program through cognitive approach” International Journal of Engineering Transaction B: Application”, Index: Scopus, IF:1.093, Vol.28 No.11, pp.1579-1588, 2015.
  • Dipti Kumari and Kumar Rajnish, “A new Approach to find predictor of software fault using association rule mining”, International Journal of Engineering and Technology”, Index: Scopus, Vol. 7, No.5, pp.1671-1684, 2015.
  • Dipti Kumari and Kumar Rajnish,”Comparing efficiency of software Fault Prediction Models developed through binary and Multinomial Logistic Regression Techniques”, proceeding of Second International conference on Information System Design and Intelligent Applications(INDIA-2015),Proceeding published in the Springer’s series on Information Systems Design and Intelligent Applications, Advances in Intelligent Systems and Computing, Vol. 339, pp. 187-197, 2015, Index: Scopus.

2016

  • Dipti Kumari and Kumar Rajnish, “Finding best Mining technique For development of Multinomial software fault prediction model”, Accepted for publication in International Journal of Multimedia Ubiquitous Engineering”,  Index: Scopus, Vol.11, No.5, pp. 183-98, May 2016.
  • Amit Kumar and Kumar Rajnish, “Measure of Complexity for Object-Oriented Design: A Cognitive Approach”, Proceedings of 3rd Int. Conf. on Advanced Computing, Networking and Informatics, Vol. 44, pp.397-406, 2015 published by Springer and Index in Scopus and ISI Proceedings.
  • Amit Kumar and Kumar Rajnish, “A cognitive measurement of complexity and comprehension for object-oriented code”, world academy of science, Engineering and technology, International Journal of Computer, electrical, automation, control and information engineering, 10(3), pp.621-628, International Science Index, ISSN:1307-6892.
  • Nitish Kumar, Kumar Rajnish and Anil Kumar, “Ranking Vulnerability for Web Application based on Severity Ratings Analysis”, (IJCSIT) International Journal of Computer Science and Information Technologies, Vol. 7 (3), 2016, 1394-1399.

2017

  • H.P.Patra and Kumar Rajnish, “A new empirical model to increase the accuracy of software cost estimation”, International Journal of Engineering, Transaction A:Basic, Vol.30, No:10, 2017, pp.1463-1469, Scopus.
  • Amit Kumar and Kumar Rajnish, “A measure of an Inheritance complexity of object-Oriented software through a cognitive approach”, International Journal of Ad Hoc and ubiquitous Computing (inderscience), Accepted (2017), SCI , ISSN: 1743-8233.

2018

  • H. P. Patra and Kumar Rajnish, “Development of software effort estimation using a non-fuzzy model ”, Int. J. Computational Systems Engineering, Vol. 4, No. 1, 2018, Inderscience, Scopus.
  • H.P.Patra and Kumar Rajnish, “A Fuzzy based Parametric Approach for Software Effort Estimation”, I.J. Modern Education and Computer Science, 2018, 3, 47-54 Published Online March 2018 in MECS (http://www.mecs-press.org/) DOI: 10.5815/ijmecs.2018.03.06 .
  • Amit Kumar and Kumar Rajnish, “Software Fault Prediction with Data Mining Techniques by Using Feature Selection Based Models”, International Journal on Electrical Engineering and Informatics - Volume 10, Number 3, September 2018, Scopus.
  • Vaibhav Jain and Kumar Rajnish, “Comparative Study of Software Automation Testing Tools: OpenScript and Selenium”, Int. Journal of Engineering Research and Application, www.ijera.com ISSN : 2248-9622, Vol. 8, Issue 2, ( Part -3) February 2018, pp.29-33

2019

  •       Puja Kumari and Kumar Rajnish, “Cloud Cost Management: An Empirical View”, International Journal of Advance Research, Ideas and Innovations in Technology, Vol. 5, Issue:3, pp.486-490.
  • Mansi Gupta, Kumar Rajnish and Vanadana Bhattacherjee, “Predicting Software Cost Through Entity–Relationship Diagrams: An Empirical View”, Proceedings of NCCS 2019, Lecture notes in Electrical Engineering 692, Springer, Scopus, pp. 561-567, 2019.

2021

  • . Kumar Rajnish, Vandana Bhattacharjee and Mansi Gupta, “A Novel Convolutional Neural Network Approach to Predict Software Defects”, accepted in the book titled “Fundamentals and Methods of Machine and Deep Learning: Algorithms, Tools, and Applications", January 17, 2021, Index: Scopus and Web of Science.
  • Mansi Gupta, Kumar Rajnish and Vandana Bhattacherjee, “Impact of parameter tuning for optimizing deep neural network models for predicting software faults”, Scientific Programming, Volume 2021, Article ID 666293, pp.1-17, 2021, SCIE, Hindawai Publication.
  • Kumar Rajnish, Vandana Bhattacharjee and Vishnu Chandrabanshi, Applying Cognitive and Neural Network Approach over Control Flow Graph for Software Defect Prediction, In 2021 Thirteenth International Conference on Contemporary Computing (IC3-2021) (IC3’21), August 05-07, 2021, Noida, India, ACM, Newyork, USA, ISBN: 978-1-4503-8920-4/21/08, https://doi.org/10.1145/3474124.3474127.
  Current Sponsored Projects
 

Project Completed

Project Title: Development of Metric Suite for Object-Oriented Design

Project Duration: March, 2008- April, 2011

Funding Agency: UGC (F. 33- 61/2007, March 2008 - April 2011)

Total Cost: 3,06,740/- (in Lakh)

Status (Completes / Ongoing/ Submitted): Completed

Investigators: PI: Dr. Vandana Bhattacharjee CO-PI: Dr. Kumar Rajnish

  Text and Reference Books
 

Book Published

  • An Empirical and Analytical Approach to Object-Oriented  Software metrics, Advanced Academic Publisher, ISBN No: 978-93-84698-00-3.
  • Metric validation of Object-Oriented Software Design, Advanced Academic Publisher, ISBN No: 978-81-929651-9-2.
  Member, Editorial Board
 

 

A.  Editorial Board memberships

1.   Editorial Board Member in "Journal Of Software Engineering Tools and Technology Trends" STM Journals of Computers.

             2. Technical Editor / Reviewer of the following Journals of Science Alert:

  • Information Technology Journal
  • Research Journal of Information Technology
  • Journal of Software Engineering
  1. Reviewer of the following Journals:
  • International Journal of Software Engineering Technology and its Application, Inderscience Publishers
  • International Journal of Computer Aided Engineering and Technology, Inderscience Publishers.
  • INFOCOMP- Journal of Computer Science, Federal University of Lavras, Brazil.
  • International Journal of Information Engineering and Electronic Business (IJIEEB)IJIEEB, MECS Publisher

4.   Seminars and Conferenced Organized

  • Members of organizing committee in ICKMARS-2011 which was held in WCAS-   

  BIT, Muscat Oman

  • Technical Programme Committee chairs, ICCI, Department of CSE, BIT Mesra.

5.   Administrative Responsibility

  • PhD Coordinator
  • NBA Committee member
  • DAC Committee member
  • Assignment Committee Member