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 on“Innovations 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 on“Data Science Tools” from 01-Feb-2022 to 07-Feb-2022,at Jaypee Institute of Information Technology, Noida-62.(One-week FDP, as a coordinator)
- OrganizedFDP on“Graph Analytics applications” from 25-July-2022 to 30-July 2022,at Jaypee Institute of Information Technology, Noida-62.(One-week FDP, as a coordinator)
- OrganizedFDP on“Data Science Tools” from 01-Feb-2022 to 06-Feb-2022,at Jaypee Institute of Information Technology, Noida-62.(One-week FDP, as a coordinator)
- OrganizedFDP on“DevOps Tools and Technology” from 26-Dec-2022 to 31-July 2022,at Jaypee Institute of Information Technology, Noida-62.(One-week FDP, as a coordinator)
- OrganizedFDP on“Artificial Intelligence Tools” from 28-June-2023 to 03-July 2023,at Jaypee Institute of Information Technology, Noida-62.(One-week FDP, as a coordinator)
- OrganizedSummer School on“Graph 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 |