MANAV RACHNA INTERNATIONAL INSTITUTE OF RESEARCHAND STUDIES (DEEMED TO BE UNIVERSITY) FARIDABAD
Sector43,AravalliHills,Manav Rachna Campus Road,Faridabad, Haryana 121004 Dr. Rashmi Agrawal Designation: Professor and Head of Department Qualifications: PhD. UGC-NET, DOEACC 'B' Level Email: rashmi.fca@mriu.edu.in Experience: 20 Years Research Interest: Artificial Intelligence, Data Mining, Machine Learning
A. International Journals/ National Journals
1. Kalra, Vaishali, Rashmi Agrawal, and Srishti Sharma. (2021) "Domain Adaptable Model for Sentiment Analysis." Mechatronic Systems and Control, doi :10.2316/J.2021.201-0222 (SCOPUS and Web of Science indexed)
2. Chitra Mehra & Rashmi Agrawal. (2021). Design and development of hybrid principal component analysis (HPCA) algorithm for academic performance prediction, Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban)/ Journal of Tianjin University Science and Technology, 54(6). doi:https://doicatalog.org/19.4102/jtus.v54i6.3477 (Scopus) 3. Chaudhary, P., & Agrawal, R. (2021). Sensory motor imagery EEG classification based on nondyadic wavelets using dynamic weighted majority ensemble classification. Intelligent Decision Technologies, 15(1), 33-43 (SCOPUS and Web of Science indexed) 4. Long, C. K., Agrawal, R., Trung, H. Q., & Van Pham, H. (2021). A big data framework for EGovernment in Industry 4.0. Open Computer Science, 11(1), 461-479. (SCOPUS and Web of Science indexed) 5. Sharma, Surbhi, Abhishek Kumar, and Rashmi Agrawal. "An upgraded model of query expansion using inverse term frequency with pertinent response for internet of things." International Journal of Internet Technology and Secured Transactions 11.5-6 (2021):529544. (SCOPUS and Web of Science indexed)
6. Vaishali Kalra, Rashmi Agrawal , Sentiment Classification Using Feature Selection Techniques for Text Data Composed from Heterogeneous sources, Recent Patents in Computer Science , Bentham Science Publishers 2020 (SCOPUS and Web of Science indexed) 7. Palvadi Srinivas Kumar, Abhishek Kumar, Rashmi Agrawal, Pramod Singh Rathore Designing Smart Cart Application with Zig-Bee and RFID Protocols, Recent Patents in Computer Science , Bentham Science Publishers 2020 (SCOPUS and Web of Science indexed) 8. Dubey, A.K., Kumar, A. & Agrawal, R. An efficient ACO-PSO-based framework for data classification and preprocessing in big data. Evol. Intel. (2020).https://doi.org/10.1007/s12065020-00477-7(SCOPUS and Web of Science indexed)
9. Chitra Mehra, Dr. Rashmi Agrawal. (2020). Comparative Study of Resampling Techniques of Imbalanced Dataset. International Journal of Advanced Science and Technology, 29(3), 12699 - 12710. 10. Vaishali Kalra, Rashmi Agrawal, “Effect of Supervised and Unsupervised Algorithm for Cross Domain Sentiment Analysis A Broad Coverage of Corpus for Understanding Translation Divergences”, International Journal of Innovative Technology and Exploring Engineering, Volume-9 Issue-8, June 2020 (SCOPUS indexed) 11. Chaudhary, Poonam, and Rashmi Agrawal. "Non-dyadic wavelet decomposition for sensory-motor imagery EEG classification." Brain-Computer Interfaces (2020): 111. (SCOPUS and Web of Science indexed) 12. Simran Kaur, Rashmi Agrawal, “Corpus Augmentation for Neural Machine Translation with English-Punjabi Parallel Corpora”, International Journal on Emerging Technologies , Vol 11, Issue 1, 2020 (SCOPUS indexed)
13. Vaishali Kalra, Rashmi Agrawal, “Improvement in Text Categorization Using Semi-Supervised Approach and Lexical Chains”, Journal of Theoretical and Nanoscience, Vol 16, Issue 12, 2019 (SCOPUS indexed) 14. Chaudhary, Poonam, and Rashmi Agrawal , “A Comparative study of linear and nonlinear classifiers in SMI based Brain Computer Interface”, Journal of Theoretical and Nanoscience, Vol 16, Issue 12, 2019 (SCOPUS indexed) 15. Rashmi Agrawal, “Predictive Analysis Of Breast Cancer Using Machine Learning Techniques”, Ingeniería Solidaria, Vol 15, Issue 29 (1-23), 2019 (Web of Science) 16. Utilization of Infrared Warm Imaging for the Fast Analysis of Yield Illness, International Journal of Engineering and Advanced Technology, 2019 (SCOPUS indexed) 17. Simran kaur, Rashmi Agrawal, “A Broad Coverage of Corpus for Understanding Translation Divergences”, International Journal of Innovative Technology and Exploring Engineering, Volume-8 Issue-8S2, June 2019 (SCOPUS indexed) 18. Comparative Study On Web Service Data Interchange Formats, Official Journal of Institute of Integrated Omics and Applied Biotechnology (IIOAB), Vol 10, Issue 2, 2019 (ESCI Indexed) 19. Emerging Threats to Security and Privacy in Brain Computer Interface, International Journal of Advanced Studies of Scientific Research , Vol 3 Issue 12, 2018 (SSRN) 20. Improvement In Machine Translation From English To Punjabi By Identifying The Morpheme Boundaries, Journal of Emerging Technologies and Innovative Research , Vol 5, Issue 8, 2018 21. Design of Knowledge Based Analytical Model for Organizational Excellence, International Journal of Knowledge-Based Organizations (IJKBO), Vol 9, Issue 1, 2018 22. A Detailed Analysis of Classification Techniques in Data Mining, International Journal of Advanced Trends in Computer Applications vol 4, Issue 4, June 2017 23. Extensions of k-Nearest Neighbor Algorithm, Research Journal of Applied Sciences, Engineering and Technology Vol 13 issue 1, pp 24-29, July, 2016 24. Design and Development of Data Classification Methodology for Uncertain Data, Indian Journal of Science and Technology, Vol 9 Issue 3, January, 2016 (SCOPUS indexed) 25. A Modified K-Nearest Neighbor Algorithm Using Feature Optimization, International Journal of Engineering and Technology, Vol 8 Issue 1, pp 28-37, March 2016 (SCOPUS indexed) 26. K-Nearest Neighbor for Uncertain Data, International Journal of Computer Applications, Vol 105 No 11, pp. 13-16, November 2014 27. A Comparative study on Congestion control strategies on ATM networks , EKANSH, journal of GNIT group of Institution, January 2011 28. A detailed study on Text Mining Techniques, International Journal of Soft Computing and Engg, Vol 2, Issue 6, pp. 118-121, January 2013 29. Survey of Uncertain Data Mining Techniques, International Journal of Advance Research in Education, Technology & Management, Vol 3, No 1, pp. 252-256, April 2015 30. A modified Hill Climbing Algorithm, International Journal of Emerging trends in Engg and Development Vol 6, Issue 2, pp. 663-667, September 2012 31. Development of Association Rule based Prediction Model for web documents, International Journal of Computer Science and Technology, Vol 3,Issue 1 March 2012 32. An Efficient Approach on Object Oriented Design using Genetic Algorithm, International Journal of Computer Applications, Vol 19, No. 6, pp. 18-23 April 2011 33. Securing Information Network, Oriental Journal of Computer Science and Technology, vol 4, Issue 1, pp. 75-82, February 2011
34. A Detailed Analysis of core NLP for information Extraction, International Journal of Machine Learning and Networked Collaborative Engineering (2017): 33-47 B. Publications in Conferences
1. Kumar, S. A., Kumar, A., Dutt, V., & Agrawal, R. (2021, February). Multi Model Implementation on General Medicine Prediction with Quantum Neural Networks. In 2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV) (pp. 1391-1395). IEEE.
2. Analysis of COVID-19 Data using Machine Learning Techniques,International Conference on Data Analytics and Management, ICDAM-2020 3. Swarna, Srinivasa Rao, Shweta Sharma, and Rashmi Agrawal. "A Review of Bigdata and Machine 4. 5.
6.
Learning Techniques in Healthcare." 2020 3rd International Conference on Intelligent Sustainable Systems (ICISS). IEEE, 2020. Swarna, Srinivasa Rao, Sumati Boyapati, Pooja Dixit, and Rashmi Agrawal. "Diabetes prediction by using Big Data Tool and Machine Learning Approaches." In 2020 3rd International Conference on Intelligent Sustainable Systems (ICISS), pp. 750-755. IEEE, 2020. Arya, Vaishali, and Rashmi Agrawal. "Comparative Analysis of Machine Learning Algorithms for Hybrid Sources of Textual Data: In Development of Domain Adaptable Sentiment Analysis Model." Research in Intelligent and Computing in Engineering. Springer, Singapore, 2021. 163170. (SCOPUS Indexed) Bhushan, Devender, and Rashmi Agrawal. "Security and Privacy in IOT." Research in Intelligent and Computing in Engineering. Springer, Singapore, 2021. 673-679. (SCOPUS Indexed)
7. Orthonormal Wavelet Transform for Efficient Feature Extraction from Sensory Motor Imagery based Electroencephalogram Signals, International Conference On Innovative Computing And Communication, ICICC-2020 (Springer) (SCOPUS Indexed) 8. Building Englısh-Punjabi Parallel Corpus for Machine Translation, International Conference On Innovative Computing And Communication, ICICC-2020 (Springer) (SCOPUS Indexed) 9. Feature Selection Algorithm In Predicting Student Academic Performance, International Conference On Innovative Computing And Communication, ICICC-2020 (Springer) (SCOPUS Indexed) 10. Parts of Speech Tagging for Punjabi Language Using Supervised Approaches, International Conference on Research in Intelligent and Computing in Engineering, RICE 2019(Springer) (SCOPUS Indexed) 11. A Face Recognition Method in IoT for security Appliances in Smart Homes, offices and Cities, International Conference on Computing Methodologies and Communication , ICCMC 2019 (IEEE) (SCOPUS Indexed) 12. Analysis of Educational Data Mining using Classification, International Conference on Machine Learning, Big Data, Cloud and Parallel Computing Com-IT-Con 2019(IEEE) (SCOPUS Indexed) 13. Integrated Parallel K-Nearest Neighbor Algorithm, In: Satapathy S., Bhateja V., Das S. (eds) Smart Intelligent Computing and Applications. Smart Innovation, Systems and Technologies, vol 104. Springer, Singapore (SCOPUS Indexed) 14. Integrated Effect of Nearest Neighbors and distance Measure in k-NN Algorithm, In: Aggarwal V., Bhatnagar V., Mishra D. (eds) Big Data Analytics. Advances in Intelligent Systems and Computing, vol 654. Springer, Singapore(SCOPUS Indexed)
15. Comparative Analysis of Decision tree Algorithm, In: Panigrahi B., Hoda M., Sharma V., Goel S. (eds) Nature Inspired Computing. Advances in Intelligent Systems and Computing, vol 652. Springer, Singapore (SCOPUS Indexed) 16. Importance of Text Data Preprocessing & Implementation in RapidMiner, Annals of Computer Science, Poland, 2018 (Proceedings of the First International Conference on Information Technology and Knowledge Management pp. 137–143 DOI: 10.15439/2018KM47 ISSN 2300-5963 ACSIS, Vol. 14) 17. A Detailed Study of EEG based Brain Computer Interface,Annals of Computer Science, Poland, 2018 (Proceedings of the First International Conference on Information Technology and Knowledge Management pp. 137–143 DOI: 10.15439/2018KM47 ISSN 2300-5963 ACSIS, Vol. 14) 18. Brain Computer Interface-Application, tools and challenges, National Conference on Intelligent Systems and Soft Computing - 2017 (ISSC-2017) 19. A Detailed Analysis of core NLP for information Extraction, National Conference on Intelligent Systems and Soft Computing - 2017 (ISSC-2017) 20. By-Passing Mod Security: Binary Obfuscation for Blind SQLi, National Conference on Intelligent Systems and Soft Computing, ISSC- 2016 21. Mac Address Spoofing and how to detect it, Conference on Intelligent Systems and Soft Computing, ISSC-2016 22. A Modified K Nearest Neighbour Algorithm to handle uncertain data ,The 5th International Conference on IT Convergence and Security 2015 Kuala Lumpur,Malasia, 2015 (IEEE xplore) (Web of Science , SCOPUS Indexed) 23. A Comparative Analysis of Kids Internet Safety, International Conference on Paradigm shift in Management & Technology YMCA University of Science and Technology, Faridabad, April 2015 24. Review of Success of ATM and Challenges for Modern Banking in Rural Penetration, International Conference on Technology and Business Management IMT , DUBAI, 2010 25. Analytical review of Green Information technology in present scenario Green IT and open Source , Singhad Institute of Management , Pune University, 2010 26. Effective Planning for Talent Management, JK PadmpatSinghania Institute of Management and Technology Gurgaon, 2010 27. “Securing the Information Network” in the National Conference held on Feb 17-18, 2010 by Guru Jambeshwar University, Hisar under UGC-SAP. 28. “Wireless Technologies Management” in National Conference on Advances in Video, Cyber Learning and Electronics held at NITTR, Chandigarh from 19-3-08 to 20-3-08 29. “Social Impact of Artificial Intelligence” in National Conference on Advances in Video, Cyber Learning and Electronics held at NITTR, Chandigarh from 19-3-08 to 20-3-08 30. “Word Meaning selection in multi process language understanding programs” in AICTE sponsored national conference on Emerging trends in Network technologies held at CITM, Faridabad on 2nd Sept 2006.
C. Chapters in Edited Books
1. Kaur, Simran, and Rashmi Agrawal. "Convolutional Networks." Deep Learning Approaches to Cloud Security (2022): 109-122.
2. Puri, Neha, Vikas Garg, and Rashmi Agrawal. "Blockchain Technology Applications for Next Generation." Blockchain, Artificial Intelligence, and the Internet of Things. Springer, Cham, 2022. 5373.
3. Agrawal R., Gupta N. (2021) Epidemic Analysis of COVID-19 Using Machine Learning Techniques. In: Nandan Mohanty S., Saxena S.K., Satpathy S., Chatterjee J.M. (eds) Applications of Artificial Intelligence in COVID-19. Medical Virology: From Pathogenesis to Disease Control. Springer, Singapore
4. Jalota, Chitra, and Rashmi Agrawal. "Privacy Preserving Using Data Mining." Artificial Intelligence and Data Mining Approaches in Security Frameworks (2021): 11.
5. Tiwari P., Garg V., Agrawal R. (2022) Changing World: Smart Homes Review and Future. In: Moh M., Sharma K.P., Agrawal R., Garcia Diaz V. (eds) Smart IoT for Research and Industry. EAI/Springer Innovations in Communication and Computing. Springer, Cham. https://doi.org/10.1007/978-3030-71485-7_9
6. Gupta,
Neha, and Rashmi Agrawal. "Integrating Semantic Acquaintance for Sentiment Analysis." Advanced Concepts, Methods, and Applications in Semantic Computing. IGI Global, 2021. 93-112. 7. Gupta, Neha, and Rashmi Agrawal. "Impact of Deep Learning on Semantic Sentiment Analysis." Handbook of Research on the Impact of Deep Learning and IoT on Multi-Industry Applications: 97. 8. Sharma, Srishti, Vaishali Kalra, and Rashmi Agrawal. "Depression discovery in cancer communities using deep learning." Handbook of Deep Learning in Biomedical Engineering. Academic Press, 2020. 123154. 9. Verma, Siddharth, and Rashmi Agrawal. "Deep neural network in medical image processing." Handbook of Deep Learning in Biomedical Engineering. Academic Press, 2020. 271-292. 10. AGRAWAL, RASHMI, and SIMRAN KAUR JOLLY. "Securing IoT with Blockchains." Blockchain Technology and the Internet of Things: Challenges and Applications in Bitcoin and Security (2020): 125.
11. Agrawal, Rashmi “Fundamentals of Machine Learning, Machine Learning for Healthcare: Handling and Managing Data- With CRC Press, USA (ISBN 9780367352332) 12. Agrawal, Rashmi , “Perspectives and Foundations of Swarm Intelligence and its Application”, Resource Optimization Using Swarm Intelligence and the Iot- Engineering Science Reference, 2020- ISBN-179985096X, 9781799850960 13. Chaudhary, P. and Agrawal, R., 2020. Brain Computer Interface: A New Pathway to Human Brain. In Cognitive Computing in Human Cognition (pp. 99-125). Springer, Cham. 14. Agrawal, Rashmi, and Simran Kaur Jolly. "Big Data and Machine Learning for Evaluating Machine Translation." Internet of Things and Big Data Applications. Springer, Cham, 2020. 1134. (SCOPUS Indexed) 15. The Internet of Things: Looking Beyond the Hype, An Industrial IoT Approach for Pharmaceutical Industry Growth, Elsevier, 2020 16. Applications and Techniques of Opinion Mining, “Hybrid Computational Intelligence”,Elsevier, 2020 (SCOPUS Indexed) 17. Agrawal, Rashmi. "Technologies for Handling Big Data." Handbook of Research on Big Data Clustering and Machine Learning. IGI Global, 2020. 34-49.
18. Bhushan, Devender, and Rashmi Agrawal. "Security Challenges for Designing Wearable and IoT Solutions." A Handbook of Internet of Things in Biomedical and Cyber Physical System. Springer, Cham, 2020. 109-138. (SCOPUS Indexed) 19. Agrawal, Rashmi, and Neha Gupta. "Educational Data Mining Review: Teaching Enhancement." Privacy and Security Policies in Big Data. IGI Global, 2017. 149-165. (Web of Science, SCOPUS Indexed) 20. Gupta, Neha, and Rashmi Agrawal. "Challenges and Security Issues of Distributed Databases." NoSQL. Chapman and Hall/CRC, 2017. 265-284. (SCOPUS Indexed) 21. Gupta, Neha, and Rashmi Agrawal. "NoSQL security." Advances in Computers. Vol. 109. Elsevier, 2018. 101-132. (Web of Science, SCOPUS Indexed) 22. Jalota, Chitra, and Rashmi Agrawal. "Ontology-Based Opinion Mining." Extracting Knowledge From Opinion Mining. IGI Global, 2019. 84-103. 23. Jolly, Simran Kaur, and Rashmi Agrawal. "Anatomizing Lexicon With Natural Language Tokenizer Toolkit 3." Extracting Knowledge From Opinion Mining. IGI Global, 2019. 232-266. 24. Kalra, Vaishali, and Rashmi Agrawal. "Challenges of Text Analytics in Opinion Mining." Extracting Knowledge From Opinion Mining. IGI Global, 2019. 268-282. D. Books Authored
• “Uncovering the Pattern in Web Using Data Mining”, By Pacific Books International, New Delhi, ISBN- 978-93-88536-02-8 • “Cyber Security : The Essential Guide” By Pacific Books International, New Delhi, ISBN9789392469077 E. BOOKS- Edited
1. Artificial Intelligence and Data Mining Approaches in Security Frameworks by Wiley ISBN 9781119760443 2. Sustainability Measures for COVID-19 Pandemic by Springer ISBN 978-981-16-3227-3 3. Transforming Cybersecurity Solutions using Blockchain by Springer (ISBN 978-981-336-857-6 4. Smart IoT for Research and Industry by Springer ISBN 978-3-030-71485-7 5. Blockchain Technology and the Internet of Things, by Apple Academic Press, ISBN9781771888974 6. Blockchain Technology in Business and Healthcare, by Apple Academic Press, ISBN9781771888998 7. “Big Data, IoT and Machine Learning: Tools and Applications” with CRC Press, USA, ISBN 9780367336745 8. “Transforming Management using Artificial Intelligence Techniques” with CRC Press, USA , ISBN 9780367456375 9. Machine Learning for Healthcare: Handling and Managing Data- With CRC Press, USA (ISBN 9780367352332) 10. Swarm Intelligence Optimization: Algorithms and Applications. John Wiley & Sons, 2020. 11. Extracting Knowledge from Opinion Mining by IGI Global (ISBN-10: 152256117X) 12. Innovation Opportunities and Challenges in Applied Artificial Intelligence, Data Science and Machine Learning, ISBN- 978-8194050209
Member of Professional Bodies: 1. Associate Editor in Journal of Engineering and Applied Sciences (http://jecasmu.org) 2. Managing Editor- Journal of Sciences and Technology, Published by Manav Rachna Group(http.//publications.mriirs.edu.in/index.php/jst) 3. Associate Editor- Array Journal, Elsevier ( Array- Journal- Elsevier) 4. Association of Computing Machinery (ACM) 5.Senior Member- IEEE
Administrative Responsibilities: Head of Department, Computer Application
Chairperson - DRC Chairperson - BOS