Jaypee Institute of Information Technology, Noida
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  • Dr. Amarjeet Prajapati
Assistant Professor (Senior Grade)
amarjeet.prajapati@jiit.ac.in, amarjeetnitkkr@gmail.com

Educational

  • PhD Department of Computer Engineering, NIT Kurukshetra, . 
  • M. Tech Department of Computer Engineering, NIT Kurukshetra. 
  • B. Tech Computer Science and Engineering, UPTU, Lucknow.

Other Qualifciation

  • GATE SCORE in year 2009, 98.47 percentile.

Biography

Dr. Amarjeet Prajapati is currently working as Assistant Professor in the Department of Computer Science & Engineering at Jaypee Institute of Information Technology (JIIT) Noida-62, Uttar Pradesh-India.  He has presented and published many research papers in reputed journals and various national and international conferences. His important research contribution includes developing search-based software engineering methods that help in improving the modular structure of software systems. His research interests include Software Engineering, Soft Computing, and Metaheuristic Algorithms, Machine Learning etc. 

Work Experience:

  • Presently working as An Assistant Professor (Senior Grade)in the CSE&IT at Jaypee Institute of Information Technology (JIIT), Sector 62, Noida, from -Nov-2017 to till date.
  • Worked as An Assistant Professor (Grade-II) in the CSE&IT at Jaypee Institute of Information Technology (JIIT), Sector 62, Noida, from Jan-2017 to Oct-2017.
  • Worked as Visiting Faculty in Department of Computer Science & Engineering at Motilal Nehru National Institute of Technology (MNNIT), Allahabad. From July-12 to Dec-12.
  • Worked as Guest Faculty in Department of Computer Science & Engineering at Motilal Nehru National Institute of Technology (MNNIT), Allahabad,  from July-12 to May-12
  • Worked as Assistant Professor in Department of Computer Engineering at National Institute of Technology (NIT), Kurukshetra,  from Jan-11 to June-11
  • Worked as Lecturer in the Department of Computer Science & Engineering at various Engineering colleges affiliated to UPTU Lucknow, from July-04 to July-09.

Interest Area(s)

  • Nature Inspired Algorithms, Large scale Many-objective Optimization, Software Engineering,  Soft Computing, Hybrid Intelligent Techniques, etc. 

Publications

Journals

S.N.

Authors

Title

Indexed

28

Ujwala Thakur, Amarjeet Prajapati, Ankit Vidyarthi

A bilateral assessment of human activity recognition using grid search based nonlinear multi-task least squares twin support vector machine, Multimedia Tools and Applications (April-2024) Available Online

SCIE-Impact Factor: 3.6

(Springer

27

Ujwala Thakur, Ankit Vidyarthi, Amarjeet Prajapati

A Bilateral Assessment of Human Activities Using PSO-Based Feature Optimization and Non-linear Multi-task Least Squares Twin Support Vector Machine, SN Computer Science (March-2024) Available Online

Scopus

 

26

Updesh Jaiswal, Amarjeet Prajapati

An innovative particle physics optimization algorithm for efficient test case minimization in software testing, Iranian Journal of Numerical Analysis and Optimization (Jan-2004) Available Online

Scopus

 

25

Amarjeet Prajapati,Anshu Parashar, Amit Rathee

Multi-dimensional information-driven many-objective software remodularization approach. Frontiers of computer science. 17, 173209 (2023)

SCIE-Impact Factor: 4.2

(Springer)

24

Amarjeet Prajapati

Software module clustering using grid-based large-scale many-objective particle swarm optimization. Soft Computing, 26,  8709–8730 (2022)

SCIE-Impact Factor: 4.1

(Springer)

23

Amarjeet Prajapati,Anshu Parashar,Sunita,   Jitender Kumar Chhabra,

Multimedia in search-based software engineering: challenges and opportunities within a new research domain. Multimedia Tools and Applications, 81,  35671–35691 (2022)

SCIE-Impact Factor: 3.6

(Springer)

22

Amarjeet Prajapati

A Customized PSO Model for Large-Scale Many-Objective Software Package Restructuring Problem. Arabian Journal for Science and Engineering, 47, 10147–10162 (2022)

SCIE-Impact Factor: 2.9

(Springer)

21

Amarjeet Prajapati

A Particle Swarm Optimization approach for Large-scale Many-objective Software Architecture Recovery. Journal of King Saud University - Computer and Information Sciences, 34 (10), 8501-8513 (2022)

SCIE-Impact Factor: 6.9

(Elsevier)

20

Amarjeet Prajapati,Anshu Parashar, Sunita, Alok Mishra

Entropy-Driven Global Best Selection in Particle Swarm Optimization for Many-Objective Software Package Restructuring, Complexity, 11, 3974635, (2021)

SCIE-Impact Factor: 2.3

 

19

Amarjeet Prajapati

A comparative study of many-objective optimizers on large-scale many-objective software clustering problems. Complex and Intelligent System, Springer. 7, 1061–1077 (2021). Jan-2021

SCIE-Impact Factor: 5.8

(Springer)

18

Amarjeet Prajapati

Software Package Restructuring with Improved Search-based Optimization and Objective Functions. Arabian Journal for Science and Engineering, 46, 9023–9043 (2021)

SCIE-Impact Factor: 2.9

(Springer)

17

Amarjeet Prajapati

Two-Archive Fuzzy-Pareto-Dominance Swarm Optimization for Many-Objective Software Architecture Reconstruction. Arabian Journal for Science and Engineering, 46, 3503–3518 (2021).

SCIE-Impact Factor: 2.9

(Springer)

16

Amarjeet Prajapatiand Sanjeev Kumar.

PSO-MoSR: A PSO based Multi-objective Software Remodularization. International Journal of Bio-Inspired Computation, 4 (4), (2020)

SCIE-Impact Factor: 3.5

 

15

Amarjeet Prajapatiand Zong W. Geem

Harmony Search-Based Approach for Multi-Objective Software Architecture Reconstruction, Mathematics,8, no. 11: 1906, 2020

SCIE-Impact Factor: 2.4

 

14

Amarjeet Prajapati., Anshul Parashar, and Jitender Kumar Chhabra

Restructuring Object-Oriented Software Systems Using Various Aspects of Class Information. Arabian Journal for Science and Engineering, 45, 10433–10457, 2020

SCIE-Impact Factor: 2.807

(Springer)

13

Amarjeet Prajapati.and Jitender Kumar Chhabra

Information-Theoretic Remodularization of Object-Oriented Software Systems. Information System Frontier, 22, 863–880 (2020)

SCIE-Impact Factor: 5.9

(Springer)

12

Amarjeet Prajapati.and Jitender Kumar Chhabra

MaDHS: Many-objective Discrete Harmony Search to Improve Existing Package Design, Computational Intelligence, 35(1), 98-123 (2020)

SCIE-Impact Factor: 2.330

 

11

Amarjeet Prajapati.and Jitender Kumar Chhabra

A Particle Swarm Optimization-Based Heuristic for Software Module Clustering Problem, Arabian Journal for Science and Engineering, Springer, 43(12), 7083–7094 (2018)

SCIE-Impact Factor: 2.807

(Springer)

10

Amarjeet Prajapati.and Jitender Kumar Chhabra

Many objective Artificial Bee Colony Algorithm for Large Scale Software Module Clustering Problem, Soft Computing, Springer, SCIE, IF 3.643), 22(19), 6341–6361, (2018)

SCIE-Impact Factor: 4.1

(Springer)

9

Amarjeet Prajapati.and Jitender Kumar Chhabra

FP-ABC: Fuzzy-Pareto dominance driven artificial bee colony algorithm for many-objective software module clustering, Computer Languages, Systems & Structures 51, 1-21, (2018)

SCIE-Impact Factor: 1.615

(Elsevier)

 

8

Amarjeet Prajapati.Jitender Kumar Chhabra

Harmony search based remodularization for object-oriented software systems, Computer Languages, Systems & Structures, 47(2) 153-169, (2017)

SCIE-Impact Factor: 1.615

(Elsevier)

 

7

Amarjeet Prajapati.Jitender Kumar Chhabra

Improving package structure of object-oriented software using multi-objective optimization and weighted class connections, Journal of King Saud University - Computer and Information Sciences, 29 (3), 349-364, 2017

SCIE-Impact Factor: 8.839

(Elsevier)

6

Amarjeet Prajapati.Jitender Kumar Chhabra

Modular Structure of Software System using Structural and Lexical Dependency, Information and Software Technology, 82, 96-120 (2016)

SCIE-Impact Factor: 3.9

(Elsevier)

5

Amarjeet Prajapati.Jitender Kumar Chhabra

TA-ABC: Two-Archive Artificial Bee Colony for Multi-objective Software Module Clustering Problem, journal of intelligence systems 27 (4), 234-248, (2017)

ESCI

(De Gruyter)

4

Amarjeet Prajapati.Jitender Kumar Chhabra

Optimizing Software Modularity with Minimum Possible Variations,  journal of intelligence systems 29 (1), 167-181 (2018)

Scopus

(Elsevier)

3

Amarjeet Prajapati.Jitender Kumar Chhabra

Preserving Core Components of Object-oriented Packages while Maintaining Structural Quality, Procedia Computer Science, 46, 833-840, (2015)

Scopus

(Elsevier)

2

Amarjeet Prajapati.Jitender Kumar Chhabra

Search-Based Object-Oriented Software Re-Structuring with Structural Coupling Strength,Procedia Computer Science, 54, 380-389, (2015)

Scopus

(Elsevier)

1

Amarjeet Prajapati.Jitender Kumar Chhabra

Analysis of Structural Coupling Strength in Improving Software Module Structure, International Journal of Information Processing, 10 (1), (2016)

(International Journal)

 

 

Conference / Book Chapter

S.N.

Authors

Conference/Book chapter

Conference/Book chapter

1

Updesh Jaiswal, Amarjeet Prajapati

Optimized Test Case Generation for Basis Path Testing using Improved Fitness Function with PSO,Thirteenth International Conference on Contemporary Computing (IC3-2021) (IC3 '21),Association for Computing Machinery, New York, NY, USA, Pages 475-483, Nove-2021

International Conference

2

Amarjeet Prajapati.Jitender Kumar Chhabra

Robustness in search-based software remodularization, 2017 International Conference on Infocom Technologies and Unmanned Systems (Trends and Future Directions) (ICTUS),  pp. 611-615, doi: 10.1109/ICTUS.2017.8286082. Dec-2017

International Conference

3

Amarjeet Prajapati.Jitender Kumar Chhabra

Software module clustering using particle swarm optimization, Book: Swarm Intelligence, Volume 3, Pages 581 –601 (21)Publisher IET Digital Library SEP-2018

Book chapter             

4

Amarjeet Prajapati.Jitender Kumar Chhabra

An Efficient Scheme for Candidate Solutions of Search-Based Multi-objective Software Remodularization. In: Yamamoto, S. (eds) Human Interface and the Management of Information: Information, Design and Interaction. HIMI Lecture Notes in Computer Science, vol 9734. Springer, 2016.

International Conference

 

Conferences / Workshop Attended

FDP's Organized

  • OrganizedFDP onInnovations and Trends in Software Engineering” from 07-June-2021 to 12-June 2021,at Jaypee Institute of Information Technology, Noida-62.(One-week FDP, as a coordinator)
  • OrganizedFDP onData Science Toolsfrom 01-Feb-2022 to 07-Feb-2022,at Jaypee Institute of Information Technology, Noida-62.(One-week FDP, as a coordinator)
  • OrganizedFDP onGraph Analytics applicationsfrom 25-July-2022 to 30-July 2022,at Jaypee Institute of Information Technology, Noida-62.(One-week FDP, as a coordinator)
  • OrganizedFDP onData Science Toolsfrom 01-Feb-2022 to 06-Feb-2022,at Jaypee Institute of Information Technology, Noida-62.(One-week FDP, as a coordinator)
  • OrganizedFDP onDevOps Tools and Technologyfrom 26-Dec-2022 to 31-July 2022,at Jaypee Institute of Information Technology, Noida-62.(One-week FDP, as a coordinator)
  • OrganizedFDP onArtificial Intelligence Toolsfrom 28-June-2023 to 03-July 2023,at Jaypee Institute of Information Technology, Noida-62.(One-week FDP, as a coordinator)
  • OrganizedSummer School onGraph Analytics applications” from 03-July-2023 to 15-July 2023,at Jaypee Institute of Information Technology, Noida-62.(Two-week Summer School, as a coordinator)

Conferences/ Workshops/ Seminars/Talk Delivered

Organized

  • Organizedan expert talk on “Exposure and field visits for problem identification”on December 2, 2021, at Jaypee Institute of Information Technology, Noida-62. (One day program, as a coordinator)
  • Organizedan expert talk on “Coding with industry perspective-C Programming” on December 4, 2021,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Innovation promotion in micro, small and medium enterprises” onFebruary 23, 2022, at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “What IT industry can expect in next decade” on March 24, 2022, at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Business Model Canvas (BMC)” on April 08, 2022, at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Intellectual Property Rights (IPRs) and IP management for start-up”on April 21, 2022, at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Rising Demand for DevOps Talent in Software Industry”on December 08, 2022, at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Decoding blockchain and opportunity ahead” on November 21, 2022, at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Entrepreneurship and Innovation as Career Opportunity”on October 04, 2022, at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “The role of intellectual property rights in technology transfer and economic growth.”on December 08, 2022,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Indian STATRUP ecosystem-perspectives on innovation and support mechanism”on November 17, 2022,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizeda panel discussion on “Indian Startups-Issues, Challenges and Opportunities”on December 23, 2022, at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Challenges and Opportunities for Startup Innovation and Entrepreneurship”on November 15, 2022,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Entrepreneurship for sustainable livelihood”on August 21, 2022,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “How to plan for start-up and legal & ethical steps”on August 04, 2022,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Innovation/Prototype Validation-Converting Innovation into Startup”on August 08, 2022,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Accelerator/Incubation - Opportunities for Students and Faculties- Early Stage Entrepreneurs”on August 12, 2022,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Online Repository of Start-ups Developed/incubated and Way forward Plan”on August 16, 2022,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “Innovation in cybersecurity and blockchain technologies”on August 22, 2022,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan expert talk on “How innovation and entrepreneurship are a part of a Product Manager’s job”on August 20, 2022,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organized an expert talk on “Business Model Canvas (BMC)”on Monday, July 31, 2023,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)
  • Organizedan orientation on “Future in Tech:AI,ML, and IoT career orientation”on Tuesday, Sep 05, 2023,at Jaypee Institute of Information Technology, Noida-62.(One day program, as a coordinator)

Talk Delivered

  • Deliveredan Expert lecture on “Guidelines on the use of statistical tests for assessing randomized algorithms” on July 10, 2018, in FDP on Re-imaging Computing: Engineering, Research, and Education organized by CSE & IT Deptt Jaypee Institute of Information Technology, Noida-62.
  • Deliveredan Expert lecture on "Design thinking, Critical thinking and innovation design" at Institute of Engineering and Technology, Lucknow, on Jan 19, 2022.
  • Deliveredan Expert lecture on “Innovation Management” at Dayal Singh College, Karnal on 28th June 2022.
  • Deliveredan Expert lecture on “Community Detection in Networks” on July 26, 2022, in FDP onGraph Analytics Applications (GAA - 2022) by CSE & IT Deptt Jaypee Institute of Information Technology, Noida-62.
  • Deliveredan Expert lecture on "Software Engineering Tools" at ABES Institute of Technology (ABESIT), Ghaziabad, on November 19, 2022.

Adhoc Reviewer

  • IEEE Transaction on software engineering
  • ACM Transaction on software engineering and methodology
  • Applied Soft Computing (Elsevier) (Outstanding Reviewing Award)
  • Information and Software Technology (Elsevier)
  • Journal of Visual Languages and Computing(Elsevier)
  • Arabian Journal for Science and Engineering (Springer)
  • International Journal of Distributed Systems and Technologies (IJDST)
  • Swarm Intelligence: Applications (IET)

Projects developed

  • An optimization tool for automatic software remodularization using JAVA-Programming language (approximately 2000 LOC)
  • A lexical analyzer for source code information extraction, using JAVA-Programming language (approximately 300 LOC).

Projects developed

Research Guidance

S. No.

Enrol. No. & Name of the Student

Title of Thesis/ Dissertation/ Project

Names of Joint Supervisors

Level (P Hd/M Tech/ DD/ M Phil/ MS)

Status( Completed/ Ongoing )

1

18403010_Ujwala Thakur

To be decided

Dr. Amarjeet, Dr. Ankit Vidyarthi

PhD

Ongoing

2

19403035_Updesh Jaiswal

To be decided

Dr. Amarjeet

PhD

Ongoing

3

21403019_Prashant Kaushik

To be decided

Prof. Vikas Saxena,Dr. Amarjeet

PhD

Ongoing

4

22403003_Ritika Chaudhary

To be decided

Dr. Amarjeet

PhD

Ongoing