Pratik Kamal Agrawal

@sitnagpur.siu.edu.in

Assistant Professor, Computer science & Engineering
Symbiosis Institute of Technology Nagpur



                    

https://researchid.co/pratik9

EDUCATION

Ph.D in Computer Science Engineering from Sant Gadge Baba Amravati University 2019
MTECH (Computer Science) from Shri Ramdeobaba College Of Engineering & Management 2013
B.E. (Information Technology)from Prof. Ram Meghe Institute Of Technology & Research, Badnera 2011
H.S.C Brijlal Biyani Science College, Amravati. 2007
S.S.C. Bhawrilal Samra High School, Amravati 2005

RESEARCH, TEACHING, or OTHER INTERESTS

Human-Computer Interaction, Artificial Intelligence, Information Systems

FUTURE PROJECTS

Designing a Secure Blockchain based Framework for the Sentiment Analysis of the opinions.

This research work will aims at developing a blockchain based secure platform for the authentication of the opinions expressed by the user. The work focuses on the problems that currently exist in NLP domain for opinion data analysis, such as weak data source reliability, data being easily tampered with, and asymmetric permissions for data access. - Proposed to submit a Research Project at R & D in Information Technology, Ministry of Electronics & Information Technology (In Progress).


Applications Invited

Garbage Collection and Management System (Patent Granted on 11th May 2023) -Product development is in progress for the commercialization

The research work has focused in developing a system in which a smart bin is designed and developed for accurate level prediction of large bin. The intelligent bin also detect the presence of fire in the bin and management remedies for controlling. The calculation of approximate time required for filling for prediction of collection unit required, detection of human presence in the bin and alerting the system for appropriate measures, finding optimal path by geo mapping location of bin and collecting unit, analyzing the next bin that is to be collected in the same optimal path by incorporating the different controllers and sensor of the IOT module and artificial intelligence approach for analyzing and path finding.


Applications Invited

Designing a Multimodal Opinion analysis system using deep learning approaches

The research work aims at developing a novel approach for multimodal sentiment analysis. The approach is based on a multimodal fusion architecture that integrates text, audio, and visual modalities. Traditional sentiment analysis techniques usually rely solely on analyzing text data. However, in many real-world scenarios, such as social media posts, videos, and voice recordings, the sentiment expressed can also be conveyed through non-textual modalities. Hence, multimodal sentiment analysis aims to integrate the information from these multiple modalities to improve the accuracy and reliability of sentiment analysis.


Applications Invited
11

Scopus Publications

51

Scholar Citations

5

Scholar h-index

2

Scholar i10-index

Scopus Publications

  • Ensuring data confidentiality and integrity in edge computing environments: A security and privacy perspective
    Rohini Suhas Kale, Jayashri Hase, Shyam Deshmukh, Samir N. Ajani, Pratik K Agrawal, and Chhaya Sunil Khandelwal

    Taru Publications
    This study examines, from a security and privacy standpoint, the significant obstacles to maintaining data integrity and confidentiality in edge computing contexts. Data security at the edge becomes critical as more and more edge devices proliferate and generate large volumes of sensitive data. The review of the literature looks at edge computing security problems that currently exist and discusses fixes to protect data integrity and confidentiality. The article explores various vulnerabilities, emphasizing the necessity for strong security systems, including data exposure risks and integrity concerns. It examines secure communication protocols, access control methods, and encryption techniques as crucial risk-reduction instruments. Anonymization and differential privacy are two privacy-preserving techniques that are investigated to find a middle ground between user privacy and data value. The article provides real-world insights through case studies and actual implementations, and it lays out metrics and evaluation criteria for determining how successful security measures are. Finally, the report highlights the need of addressing data security in changing edge computing settings and offers future directions and research difficulties. 


  • Deep Learning Based Dual-level Bioinspired Model for Parkinson's Disease Detection


  • Comparing New Wireless Sensor Network Protocols through Simulation and Data Analysis †
    Himanshu Agarwal, Atul Pratap Singh, Ajeet Singh, Amit Kumar, Pratik K. Agrawal, and S. Saranya

    MDPI
    : The resource-constrained nature of wireless sensor networks (WSNs) creates a number of difficulties in their operation and design that lower their performance. However, distinct applications with unique constraints in their nature make it more difficult for such resource-constrained networks to meet application objectives. These issues can be observed at various WSN layers, from the physical layer up to the application layer. Routing protocols are primarily focused on WSN functioning at the routing layer. These obstacles make routing protocols perform worse, which lowers the performance of WSNs as a whole. This study’s objective is to pinpoint WSN performance issues and examine how they affect routing protocol performance. To this end, a detailed literature review was conducted to determine the problems influencing the performance of the routing protocols. Then, an actual investigation was carried out by simulating various routing protocols, taking into consideration these issues, in order to validate the impact of the discovered challenges from the literature. The findings are shown. On the basis of the findings from the empirical study and the literature review, suggestions are offered for a better protocol choice in light of the application nature and the problems that need to be addressed.

  • Natural language based smart garbage management system using Artificial Intelligence
    Pratik K. Agrawal, Hitesh Gehani, Parul Dubey, and Sohil Bura

    The ScienceIn Publishing


  • Retinal Image Segmentation for Diabetic Retinopathy Detection using U-Net Architecture
    Swapnil V. Deshmukh, , Apash Roy, and Pratik Agrawal

    MECS Publisher

  • Bibliometric Analysis of Data Science Research: A Decade of Insights from Web of Science
    Parul Dubey, Pushkar Dubey, Pratik K Agrawal, Harshita Chourasia, Manjushree Nayak, and Hitesh Gehani

    IEEE
    Knowledge and insight extraction from large datasets has been revolutionised by the rapid development and expansion of data science in recent years. Bibliometric analysis is an effective method for studying research tendencies, significant authors, institutions, and major areas of attention to better comprehend the development of this field as a whole. Here, employing Web of Science's massive database, we give a bibliometric study of research in data science conducted over the previous decade. We use a number of bibliometric indicators and visualisation tools to try and spot trends, new areas of study, and key players in the field. Publication output, citation patterns, cooperation networks, and research hubs are just few of the many aspects we consider in our analyses. Our goal in conducting this extensive analysis is to illuminate the most important trends that have formed the field of data science over the last decade and give novel perspectives on the discipline's history, development, and future. Researchers, practitioners, and policymakers may use this study as a starting point for thinking critically about the ever-changing environment of data science and locating promising new areas for investigation and cooperation.

  • Examining the Ethics of Public Health Interventions: Balancing Individual Rights and Collective Well-being


  • Textual feedback analysis: Review
    Pratik K. Agrawal and Abrar S. Alvi

    IEEE
    Internet has become a more popular medium of sharing the opinions or feedback about particular topics. The feedbacks are often in the form of numerical ratings and text. Numerical ratings are easily processed but waste amount of unstructured textual data present on the internet in the forms of web blogs, emails, customer experiences, tweets etc that is left unprocessed. This data should be processed in order to retrieve more specific opinions that will be helpful in making more appropriate decision. In this paper we reviewed all the different approaches that are used for processing the text data. The different approaches help us to identified challenges and scope present in the textual feedback analysis.

  • Natural language-based self-learning feedback analysis system
    Pratik K. Agrawal, Abrar S. Alvi, and G. R. Bamnote

    Springer India

RECENT SCHOLAR PUBLICATIONS

  • Ensuring data confidentiality and integrity in edge computing environments : A security and privacy perspective
    PKACSK Rohini Suhas Kale, Jayashri Hase, Shyam Deshmukh*, Samir N. Ajani
    Journal of Discrete Mathematical Sciences and Cryptography 27 (2-A) 2024

  • Comparing New Wireless Sensor Network Protocols through Simulation and Data Analysis
    H Agarwal, AP Singh, A Singh, A Kumar, PK Agrawal, S Saranya
    Engineering Proceedings 62 (1), 21 2024

  • Revolutionizing Transportation and Logistics: Dynamic Programming and Bit Masking Approach for Optimizing the Travelling Salesman Problem
    V Shoran, H Dabas, G Rathee, N Rakesh, P K Agrawal, M Gulhane
    International Journal of Computing and Digital Systems 16 (1), 1-10 2024

  • Development and design approach of an sEMG-based Eye movement control system for paralyzed individuals
    Y Thakare, R Kadam, U Wankhade, C Rawarkar, PK Agrawal
    Journal of Integrated Science and Technology 12 (5), 811-811 2024

  • Deep Learning Based Dual-level Bioinspired Model for Parkinson's Disease Detection
    PS Deshmukh, AK Gaikwad, PK Agrawal
    International Journal of Intelligent Systems and Applications in Engineering 2024

  • Natural language based smart garbage management system using Artificial Intelligence
    PK Agrawal, H Gehani, P Dubey, S Bura
    Journal of Integrated Science and Technology 12 (4), 790-790 2024

  • Summarization of Unstructured Text Reviews for Opinion Analysis in Blockchain Secure Framework
    P K Agrawal
    International Journal of Computing and Digital Systems 15 (1), 1-8 2024

  • Traffic Signal Violation Detection System Using Computer Vision
    H Gehani, S Rathod, SK Purve, P Gogte, P Agrawal, N Katariya
    Journal of Electrical Systems 20 (2), 2661-2670 2024

  • Examining the Ethics of Public Health Interventions: Balancing Individual Rights and Collective Well-being
    A Nashte, PK Agrawal, D Patil, N Parati, UT Kumbhar, N Shelke
    South Eastern European Journal of Public Health, 150-161 2023

  • Bibliometric Analysis of Data Science Research: A Decade of Insights from Web of Science
    P Dubey, P Dubey, PK Agrawal, H Chourasia, M Nayak, H Gehani
    2023 Fourth International Conference on Smart Technologies in Computing 2023

  • Collaborative Landscape and Knowledge Dynamics in IoT and Blockchain Research: A Bibliometric Analysis
    NN Parul Dubey, Dr. Palak Keshwani, Hitesh Gehani, Dr. Pratik K Agrawal ...
    International Journal on Recent and Innovation Trends in Computing and 2023

  • A Novel Mapper Machine Learning Algorithm for Semantic Domain Mapping for Domain Database Updation
    PK Agrawal
    SN Computer Science 4 (5), 536 2023

  • A Novel Approach to Automatic Identification and Detection of Aquatic Animal Species
    AK Pratik K.Agrawal, Vaishnavi Kamdi, Ishan Mittal, Pranav Bobde
    International Journal of Next-Generation Computing 14 (1) 2023

  • Dynamic Microservice based scalable approach to list product deals
    SKA Abhijeet R. Raipurkar, Pratik K. Agrawal, Radha Malichkar, Snehal Mopkar ...
    International Journal of Next-Generation Computing (IJNGC) 14 (1) 2023

  • Retinal Image Segmentation for Diabetic Retinopathy Detection using U-Net Architecture
    PA Swapnil V. Deshmukh, Apash Roy
    International Journal of Image, Graphics and Signal Processing(IJIGSP) 15 (1 2023

  • Dynamic Microservice based scalable approach to list product deals.
    AR Raipurkar, P Agrawal, R Malichkar, S Mopkar, C Pardhi, SK Aalam
    International Journal of Next-Generation Computing 14 (1) 2023

  • Twitter Emotion Detection and Recommendation of Motivational Video
    A Prajapati, P Agrawal
    Journal of Algebraic Statistics 13 (3), 2237-2249 2022

  • Economic appreciation in Nigella sativa L. via effective weed management strategies
    SS Meena, G Lal, PN Dubey, PK Agrawal, DK Sharma
    International Journal of Seed Spices 9, 86-90 2019

  • A Survey on Different Machine Learning Approaches
    KH Vrushabh Shende, Pratik Agrawal
    International Journal for Research in Applied Science & Engineering 2019

  • Online Examination System
    PPK Agrawal
    International Journal for Scientific Research & Development 6 (2), 2469-2471 2018

MOST CITED SCHOLAR PUBLICATIONS

  • Ensuring data confidentiality and integrity in edge computing environments : A security and privacy perspective
    PKACSK Rohini Suhas Kale, Jayashri Hase, Shyam Deshmukh*, Samir N. Ajani
    Journal of Discrete Mathematical Sciences and Cryptography 27 (2-A) 2024
    Citations: 11

  • Textual feedback analysis
    PK Agrawal, AS Alvi
    2015 International Conference on Computing Communication Control and 2015
    Citations: 11

  • Review on data mining tools
    H Agrawal, P Agrawal
    International Journal of Innovative Science, Engineering & Technology 1 (2 2014
    Citations: 8

  • Retinal Image Segmentation for Diabetic Retinopathy Detection using U-Net Architecture
    PA Swapnil V. Deshmukh, Apash Roy
    International Journal of Image, Graphics and Signal Processing(IJIGSP) 15 (1 2023
    Citations: 6

  • Text Document Clustering Using K-means Algorithm with Its Analysis and Implementation
    PPKA Jaya Zade, Dr. G. R. Bamnote
    Imperial Journal of Interdisciplinary Research (IJIR) 3 (2), 1528-1531 2017
    Citations: 6

  • Economic appreciation in Nigella sativa L. via effective weed management strategies
    SS Meena, G Lal, PN Dubey, PK Agrawal, DK Sharma
    International Journal of Seed Spices 9, 86-90 2019
    Citations: 3

  • Natural language-based self-learning feedback analysis system
    PK Agrawal, AS Alvi, GR Bamnote
    Proceedings of the Second International Conference on Computer and 2016
    Citations: 3

  • Examining the Ethics of Public Health Interventions: Balancing Individual Rights and Collective Well-being
    A Nashte, PK Agrawal, D Patil, N Parati, UT Kumbhar, N Shelke
    South Eastern European Journal of Public Health, 150-161 2023
    Citations: 1

  • Twitter Emotion Detection and Recommendation of Motivational Video
    A Prajapati, P Agrawal
    Journal of Algebraic Statistics 13 (3), 2237-2249 2022
    Citations: 1

  • Opinion analysis using domain ontology for implementing natural language based feedback system
    PK Agrawal, AJ Agrawal
    Int J Infor Technol Comp Sci 6, 61-9 2014
    Citations: 1

Publications

Agrawal, P.K. A Novel Mapper Machine Learning Algorithm for Semantic Domain Mapping for Domain Database Updation. SN COMPUT. SCI. 4, 536 (2023). .
Pratik Agrawal, Swapnil V. Deshmukh, Apash Roy, "Retinal Image Segmentation for Diabetic Retinopathy Detection using U-Net Architecture". International Journal of Image, Graphics and Signal Processing MECS Press, Vol. 15, No. 1, Feb. 2023, 15. 79-92. 10.5815/. 2023
Pratik K.Agrawal, Vaishnavi Kamdi, Ishan Mittal, Pranav Bobde, Amarsingh Kashyap “A Novel Approach to Automatic Identification and Detection of Aquatic Animal Species". International Journal of Next-Generation Computing, 14(1). 2023
Abhijeet R. Raipurkar, Pratik K. Agrawal, Radha Malichkar, Snehal Mopkar, Chetan Pardhi, Saiyyed Khhizr Aalam "Dynamic Microservice based scalable approach to list product deals". International Journal of Next-Generation Computing, 14(1). 2023
Anita Prajapati,Dr. Pratik Agrawal "Twitter Emotion Detection and Recommendation of Motivational Video" JOURNAL OF ALGEBRAIC STATISTICS Volume 13, No. 3, 2022, p. 2237-2249 ISSN: 1309-3452
Vrushabh Shende, Pratik Agrawal, Komal Hole "A Survey on different Machine Learning Approaches", International Journal for Research in Applied Science & Engineering Technology (IJRASET)ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 6.887 Volume 7 Issue

GRANT DETAILS

Acquired a Grant-in-Aid from AICTE under the scheme of Modernization and Removal of Obsolescence (MODROB) for the year 2019-20 payable during the current financial year 2020-21. Title of Project: Cloud Computing & Data Analytics Laboratory. Total Grant-in-aid Sanctioned: Total: Rs 15, 84,769/-.

RESEARCH OUTPUTS (PATENTS, SOFTWARE, PUBLICATIONS, PRODUCTS)

Patent: 02
• P.K. Agrawal & Dr. A.J. Agrawal Patent Granted on “A Garbage Collection and Management System” Reference No 20222026899, App No: Temp E-1/47794/2022-MUM CBR No 18893. Publication Date : 05/08/2022, Granted Date: 11th May 2023.
• P. K. Agrawal, Dr. A. S. Alvi, Patent Published on “Web Intelligent Based Method for Self Learning Feedback Analysis System” Reference No 201721038402, App. Number: Temp/E-1/39132/2017-MUM, CBR No 20554 Date:30-10-2017.

Copyrights :01
• Pratik Kamal Agrawal Title "Smart Garbage Management System by using Artificial Intelligence Approach" Diary NO: 13122/2019-CO/L, Literary/ Dramatic Status: Registered Date: 30 Nov 2019.

Development of Learning Management System Portal and their associated Virtual Programming Lab and Virtual Classroom Plugin for the conduction of Academic Curriculum in the PRMIT&R Badnera. The portal benefited 3500 students and 250 faculties for the smooth conduction in the academic year 2018 till date and Consultancy of Rs 40,000 was generated in the academic year 2022-23 from the other institute for the installation and the use of the developed LMS portal and their associated plugin

CONSULTANCY

Developed a Learning Management System and their associated Virtual Programming Lab and Virtual Classroom Plugin for the conduction of Academic Curriculum. (Consultancy generated of Rs 67,000/- for the implementation in other institute.)
Technical Consultancy of Rs 50,000/- in the academic year 2022-23 for providing the Cloud Computing services to Western Coal Limited (WCL), Nagpur and launch a Professional Global certification Cloud Computing courses for the students of overall institute in region.

Industry, Institute, or Organisation Collaboration

Global Certified AWS Cloud Practitioner Educator from AWS on 24th Nov 2022 for the conduction of Professional technical Courses on Cloud Computing applications and generated a Technical Consultancy of Rs 50,000/- in the academic year 2022-23 for providing the services to Western Coal Limited (WCL), Nagpur and launch a Professional Global certification courses for the students of overall institute in region.

SOCIAL, ECONOMIC, or ACADEMIC BENEFITS

• System Manager & Administration: - Development & Management of IT infrastructure in the institute.
• E-Learning Software Cell: Development & Implementation of E-learning Software in the institute.
• Amazon Academy Single Point of Contact (SPOC):- handling Institute Collaboration with AWS.
• Amazon Academy Accredited Educator: - Conduction of Cloud Computing Professional Certification Courses
• E-Yantra IIT Bombay Robotics Lab Coordinator: Under taking Projects & Robotics Embedded System Programming Courses for the students.
• Website Committee Member: Development upgradation and Maintaince of institute website
• AICTE Smart India Hackathon SPOC: Conduction of Internal Hackathon and student project submission.
• Institute Alumni Council Member
• Research Lab Coordinator: Dept of Computer Science & Engineering.
• University Exam Coordinating Member
• Institute Online & Social Media Publicity & First Year Egg Admission Committee Member