Dr. Kavita Mittal

I am Dr. Kavita Mittal

Associate Professor Computer Science and Engineering Ph.D (CSE), UGC NET, M.Tech.(IT).,M.C.A, B.Sc (Mathematics)

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Information Technology Skills:

IT Foundation: MS-Office

Operating Systems: Windows 9x-2010-XP , Unix / Linux

RDBMS: MS-Access, Oracle 8i, My SQL, SQL Server.

Programming Languages: C, C++, Visual Basic, Java, PL/SQL, Python.

Scripting Languages: Java script, VB Script

Web Technologies: HTML, CSS, PHP.

Ph.D Details

TOPIC: Predictive Data Mining Approaches for Classification using Association Rules.

Research Objectives:

To implement predictive mining approaches (rule pruning) for minimizing the number of association classification rules.
To build an Association Classifier using the high confidence rule approach.
To apply the proposed Classifier on test data and examine the impact on the classification accuracy.
To perform a Comparative Analysis of the proposed classifier with the traditional classifiers.

Research Work Published in support of study during Ph.D:

Research paper entitled “A Comparative Study Of Association Rule Mining Techniques And Predictive Mining Approaches For Association Classification” is published in International Journal of Advanced Research in Computer Science Volume 8, No. 9, 365-372, November-December 2017, ISSN No. 0976-5697. (UGC Listed)
DOI: http://dx.doi.org/10.26483/ijarcs.v8i9.4984
The research paper entitled “Performance Study of K-Nearest Neighbor Classifier and K-means Clustering for Predicting the diagnostic Accuracy” is published in International Journal of Information Technology JID:41870, Springer Singapore Publications, First Online: 02 August 2018, pp1-6.
DOI: 10.1007/s41870-018-0233-x, Print ISSN: 2511-2104, Online ISSN: 2511-2112. UGC CARE Listed Scopus Indexed.
The research paper entitled “Improved Prediction Based Mining Approach for Classification using Association rules” is published in International Journal of Computer Sciences and Engineering (ISSN: 2347-2693), Vol.6, Issue.11, pp.141-150, November 2018.
CrossRef-DOI: https://doi.org/10.26438/ijcse/v6i11.141150. (Peer-reviewed)
The research paper entitled “Efficient Pruning Methods for Obtaining Compact Associative Classifiers with enhanced Classification Accuracy Rate” is presented and published in the proceedings of 4th International Conference on Information, Communication And Computing Technology in association with Springer CCIS and Computer Society of India (CSI) held at India International Centre, New Delhi, India on May 11, 2019. ICICCT 2019 (Springer CCIS series, Volume 1025, ISSN: 1865-0929 pp294-311. UGC CARE Listed, Scopus Indexed).
The research paper entitled "CBA_Optimized: An Optimized Association based Classification Model” is presented and published in the proceedings of the “International Conference on Advancement in Computing & Management (ICACM-2019) scheduled during 13-14 April 2019 at Jagannath University, Jaipur in association with Springer and Elsevier. Proceedings published in Elsevier SSRN Digital Library ISSN: 1556-5068. 589-596.
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3463142

Public Speaking Skill:

Honored as a speaker in Webinar on “Developing Digital Solutions using Machine Learning” organized by Adarsh Mahila Mahavidyalya affiliated by Mahrishi Dayanand University, Bhiwani, Haryana on 6th January 2021.
Honored as a speaker in One Day National Webinar on “Data Scrapping in Knowledge Environment” & Python Programming for Beginners” organized by Adarsh Mahila Mahavidyalya affiliated by Mahrishi Dayanand University, Bhiwani, Haryana on 7th February 2022.

Journal Reviewer

Appointed as a Reviewer for the Journal of Computer Science by Science Publications. (ISSN: 1549-3636 (Print) ISSN: 1552-6607 (Online)). Journal of Computer Science is aimed to publish research articles on theoretical foundations of information and computation, and of practical techniques for their implementation and application in computer systems. JCS is updated twelve times a year and is a peer-reviewed journal covering the latest and most compelling research of the time. (Scopus Indexed). (Reviewed 3 Papers)
Appointed as a Reviewer for BMC Genomics, an open-access, peer-reviewed journal that considers articles on all aspects of genetics, genomics, and proteomics. BMC is part of Springer Nature. (Scopus Indexed, UGC Care Listed). 2022. 4.560 - 2-year Impact Factor (2021). BMC has an evolving portfolio of some 300 peer-reviewed journals, sharing discoveries from research communities in science, technology, engineering, and medicine. (Reviewed 2 papers)
Appointed as a Reviewer for the International Journal of Applied Artificial Intelligence, now fully converted into Open Access Journal. Print ISSN: 0883-9514, Online ISSN: 1087-6545. Publisher: Taylor & Francis, UK. (Indexed by: Scopus, Clarivate Analytics Science Citation Index Expanded (SCIE)). (Reviewed 1 paper)

Membership

Member of INDIACom technically sponsored by IEEE, by Bharti Vidyapeeth, New Delhi, 2018. (Membership ID: 19821)
Member of the Review Committee in the International Journal of Research and Analytical Reviews (Membership ID: 117991). E-ISSN 2348-1269, P-ISSN 2349-5138

Work Experience (till date - 14+ years)

> Jagannath University, Delhi NCR August 2016-Till Date (6.5 years)

> Established under UGC Act 1956 in 2013

> Roles & Responsibilities: Associate Professor

> Teaching & Mentoring BCA,MCA, B.Tech, BBA, M.Tech, MBA, Pre-Ph.D programs.

> Allocated six research Scholars for supervision of their research work in the areas: Data Mining, Machine Learning.

> Designing and maintaining the curriculum aligned with UGC and AICTE standards.

> Member of University Academic Council, Board of Management, Board of Studies, Innovation and Startups Committee, Departmental Research Committee.

> Online Examination Coordinator

> Former Internship and Placement Coordinator, B.Tech Major Project Coordinator.

> Organization of Workshops, Seminars, Conferences, Industrial Visits, Trainings.

> Member of Digilocker/ABC Team

List of Ph.D. Scholars

S.No	Candidate Name	Department	Title of Research	Status
1	Ms. Kanika Pasrija	CSE	Performance Enhancement of Artificial Intelligence based Recommended Techniques for Healthcare by Deep Learning	In Process
2	Ms. Ashima Bhatnagar	CSE	Computational Psychometrics Analysis of Educational Behavior In Learners using Machine Learning	In Process
3	Ms. Teena Vats	CSE	Design and Implementation of Predictive Data Mining Techniques for Customer Perception towards Online and Offline Shopping.	Submitted (under Evaluation)
4	Ms. Radhika Garg	CSE	An Encrypted Hybrid Socket based approach towards Enhancement of Security with Performance in Cloud Environment	In Process
5	Ms. Niyati	CSE	An Advanced Internet of Things (IoT) based Model for improving eHealthcare System	In Process
6	Ms. Sugandha	CSE	A Secure Clustered approach for efficient protection of Big Data Transmission over Network	In Process

Research Publications in Journals

Research paper entitled “Accuracy and Performance Enhancement in E-Healthcare System using Advanced IOT based model” is published in NeuroQuantology, November 2022, Volume 20, Issue 15, PAGE 6043-6052. DOI: 10.48047/NQ.2022.20.15.NQ88607. ISSN: 13035150. Scopus, WOS Indexed.

https://www.neuroquantology.com/data-cms/articles/20221125113103amNQ88607.pdf
Research paper entitled “Enhancement of Security And Performance in Clustered Approach during Big Data Processing” is published in NeuroQuantology, November 2022, Volume 20, Issue 15, PAGE 6080-6089. DOI: 10.48047/NQ.2022.20.15.NQ88610. ISSN: 13035150. Scopus, WOS Indexed.

https://www.neuroquantology.com/article.php?id=10535

Research Papers

1. Research paper entitled "Accuracy and Performance Enhancement in E-Healthcare System using Advanced IOT based model"
Published in NeuroQuantology, November 2022, Volume 20, Issue 15, PAGE 6043-6052.
DOI: 10.48047/NQ.2022.20.15.NQ88607
ISSN: 13035150
Indexed in Scopus and WOS.

2. Research paper entitled "Enhancement of Security And Performance in Clustered Approach during Big Data Processing"
Published in NeuroQuantology, November 2022, Volume 20, Issue 15, PAGE 6080-6089.
DOI: 10.48047/NQ.2022.20.15.NQ88610
ISSN: 13035150
Indexed in Scopus and WOS.

3. Research paper entitled "Secure and High Performance Hybrid Socket based Approach for Cloud Environment by Integration of Machine Learning Approach"
Published in NeuroQuantology, November 2022, Volume 20, Issue 15, PAGE 6116-6131.
DOI: 10.48047/NQ.2022.20.15.NQ88613
ISSN: 13035150
Indexed in Scopus and WOS.

4. The research paper entitled "Performance Study to explore Accurate Machine Learning based Text Classifier Method"
Published in JIMS 8i- International Journal of Information, Communication and Computing Technology (IJICCT), Vol X, Issue II (July-Dec 2022), PAGE 591-598.
DOI: 10.5958/2347-7202.2022.00008.1
ISSN: 2347-7202

5. Research paper entitled "Measuring Computational Psychometrics Analysis Motivational Level in Learner’s using Different Parameters through Deep Learning Algorithm"
Published in Journal of Computer Science and Engineering (JCSE), e-ISSN 2721-0251, Vol. 3, No. 2, August 2022, PAGE 120-136.
DOI: https://doi.org/10.36596/jcse.v3i2.529

6. Research paper entitled "Performance Study of Proposed Predictive Data Mining Model for analysing Online Customer Buying Behaviour"
Published in JOURNAL OF ALGEBRAIC STATISTICS, Volume 13, No. 2, 2022, PAGE 1866-1874.
DOI: https://publishoa.com
ISSN: 1309-3452
Indexed in Web of Science (ESCI).

7. The research paper entitled "An Encrypted Hybrid Socket based Approach towards Enhancement of Security with Performance in Cloud Environment"
Published in Kala Sarovar Quarterly Journal Approved by UGC Care List, ISSN- 0975-4520, Impact Factor: 4.015, Vol.24-No.-4-Part-3-2021, PAGE 391-395.
RNI No.-46269/87 Offline.

8. The research paper entitled "A Secure Clustered Approach for Efficient Protection of Big Data Transmission over Network"
Published in Kala Sarovar Quarterly Journal Approved by UGC Care List, ISSN- 0975-4520, Impact Factor: 4.015, Vol.24-No.-4-Part-3-2021, PAGE 400-404.
RNI No.-46269/87 Offline.

9. The research paper entitled "An Advanced IOT based Model for Improving E-Health Care System"
Published in Kala Sarovar Quarterly Journal Approved by UGC Care List, ISSN- 0975-4520, Impact Factor: 4.015, Vol.24-No.-4-Part-3-2021, PAGE 405-409.
RNI No.-46269/87 Offline.

10. The research paper entitled "A Learning to Assessment and Investigate the Role of Data Mining in forecasting the Customer’s deed"
Published in Scientific journal Design Engineering (Toronto), Online: December 2021, Issue:9, PAGE 4558-4571.
ISSN: 0011-9342
Scopus Indexed. Download PDF

11. The research paper entitled "An Approach Towards Enhancement of Classification Accuracy Rate using Efficient Pruning Methods with Associative Classifiers"
Published in International Journal of Information Technology JID:41870, Springer Singapore Publications, Online: May 2021, Vol:14, PAGE 1525–1533.
DOI: 10.1007/s41870-021-00673-3
Print ISSN: 2511-2104, Online ISSN: 2511-2112
UGC CARE Listed Scopus Indexed.

12. The research paper entitled "Performance Study of K-Nearest Neighbor Classifier and K-means Clustering for Predicting the diagnostic Accuracy"
Published in International Journal of Information Technology JID:41870, Springer Singapore Publications, First Online: 02 August 2018, 11, pages 535–540 (2019).
DOI: 10.1007/s41870-018-0233-x
Print ISSN: 2511-2104, Online ISSN: 2511-2112
UGC CARE Listed, Scopus Indexed.

13. The research paper entitled "Improved Prediction Based Mining Approach for Classification using Association rules"
Published in International Journal of Computer Sciences and Engineering (ISSN: 2347-2693), Vol.6, Issue.11, pg.141-150, November 2018.
CrossRef-DOI: https://doi.org/10.26438/ijcse/v6i11.141150
UGC Listed. Download PDF

14. Research paper entitled "A Comparative Study Of Association Rule Mining Techniques And Predictive Mining Approaches For Association Classification"
Published in International Journal of Advanced Research in Computer Science Volume 8, No. 9, November-December 2017, ISSN No. 0976-5697, pg 365-372.
UGC Listed
DOI: http://dx.doi.org/10.26483/ijarcs.v8i9.4984

15. Paper entitled "Early Detection and Diagnostic Accuracy based Comparative Analysis of Classification over Clustering"
Published in JIMS 8i- International Journal of Information, Communication and Computing Technology (IJICCT) Vol VI, Issue II (Jul-Dec 2018), ISSN 2347-7202, pg 363-369.
Publisher: Indian Journals
DOI: 10.5958/2347-7202.2018.00008.7

16. Paper titled "Role of Information Assurance Practices in Cloud computing-Cloud Assurance"
Published in International journal of IT of IITM, Volume 1, Issue 1, pg:17-24, July 2015 (ISSN: 2395-5457).

17. Paper titled "Business - IT Alignment-Managing Business Expectations of IT Projects using Business-IT Strategic alignment"
Published in International journal of Management of IITM, Volume 1, Issue 1, January 2015 (ISSN: 2393-9451), pg:23.

18. Paper titled "Mobile Applications and Human-Computer Interaction for Mobile devices-A case study of “Black Berry”
Published in Journal of IITM, vol2(2), April’2011, Janak Puri (ISSN: 0976-8629).

Book Chapters

19. The research paper entitled "Computational Psychometrics Social Analysis of Learners in Their Learning Behaviour Using AI Algorithms"
Published in AI-Enabled Social Robotics in Human Care Services on June 16, 2023.
Book chapter DOI: 10.4018/978-1-6684-8171-4.ch001
ISBN: 9781668481714
ISSN: 2327-0411
DOI: 10.4018/978-1-6684-8171-4.ch001 (Scopus Indexed)

20. The research paper entitled "Computational Psychometrics Analysis of Learners’ Motivational Level Using Different Parameters"
Published in proceedings of International Conference on Innovative Computing and Communications, Part of the Lecture Notes in Networks and Systems book series (LNNS, volume 471) on September 23, 2022, pp 493–507.
DOI: 10.1007/978-981-19-2535-1_37
Online ISBN: 978-981-19-2535-1 , Print ISBN: 978-981-19-2534-4.
Springer, Singapore. (Scopus Indexed)

21. The research paper entitled "Predicting the Consumer Behavior Based on Comparative Analysis of Salary and Expenditure Using Data Mining Technique"
Published in Lecture Notes in Networks and Systems, vol 400, Springer, Singapore.
ISSN: 2367-3370, eISSN: 2367-3389.
ISBN: 978-981-19-0094-5, ISBN: 10.1007/978-981-19-0095-2 (eBook).
DOI: 10.1007/10.1007/978-981-19-0095-2 (eBook).
Published in June 2022, pp 463-474. (Scopus Indexed)

22. The research paper entitled "A Survey of Recent Advances in Recommendation Systems"
Published in Smart Innovation, Systems and Technologies, vol 251, pp. 589–597, Springer, Singapore.
DOI: 10.1007/978-981-16-3945-6_58
Published on January 1, 2022, Print ISBN 978-981-16-3944-9, Online ISBN 978-981-16-3945-6. (Scopus Indexed)

23. The research paper entitled "Efficient Pruning Methods for Obtaining Compact Associative Classifiers with enhanced Classification Accuracy Rate"
Published in Springer CCIS series, Volume 1025, ISSN: 1865-0929, Pg 294-312.
ISBN: 978-981-15-1384-8 (ebook).
DOI: 10.1007/978-981-15-1384-8 (eBook).
ISBN: 978-981-15-1383-1. UGC Listed, Scopus, WOS Indexed. Published in 2019.
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24. Paper entitled "Perspective Approach Towards Business Intelligence Framework in Healthcare"
Published in Advances in Intelligent Systems and Computing (AISC) book series 11156, Springer Singapore, Vol 564(2018), pp 407-416.
DOI: 10.1007/978-981-10-6875-1_40.
First Online on December 22, 2017.
ISSN: 2194-5357. Impact factor: 0.47.
ISBN: 978-981-10-6875-1. (Scopus, WOS Indexed)
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