About Faculty
Dr. Sunita Soni
| Employee ID | 10054 |
| Date of Joining | 12-08-1999 |
| Nature of Association | Regular |
| Department | Computer Science and Engineering |
| Designation | Professor & Head of Department |
| Educational Qualification | Ph.D. (Computer Science), MCA |
| sunita.soni@bitdurg.ac.in | |
| Contact Number | Extension No.: 510, Global Directory No.:8112 |
Areas of Interest
Data Mining Machine Learning , Cryptography, Predictive Analytics in Health Care, , Big Data Analytics
Publications
Publication (Papers) in SCI or SCOPUS Journal:
|
Sl |
Title of the paper presented with page nos. |
Name of the Journal with ISSN No. |
Volume & Issue |
Authors in order as in paper. |
Impact Factor if any |
|
1. |
Building Weighted Associative Classifiers using Maximum Likelihood Estimation to Improve Prediction Accuracy in Health Care Data Mining 1350008 (14 pages) |
Print ISSN: 0219-6492 |
12(1) |
Sunita Soni, O.P. Vyas |
Web of Science |
|
2 |
“Fuzzy Weighted Bayesian Belief Network: A medical knowledge driven Bayesian model using Fuzzy weighted rules” PNo.1117–1125 |
International Journal of Information Technology. 2022 |
|
[Scopus] |
|
|
3 |
“Generation of synthetic datasets using weighted Bayesian association rules in clinical world” |
International Journal of Information Technology, https://doi.org/10.1007/s41870-022-01081-x ,August 2022, 14(6):3245–3251,Springer |
|
Kharya; Sunita Soni; Tripti Swarnkar |
[Scopus] |
|
4 |
“Weighted Bayesian Belief Network: A Computational Intelligence Approach for predictive Modeling in Clinical Datasets” Article ID 3813705, 8 pages |
Computational Intelligence and Neuroscience. Volume 2022, Article ID 3813705,8 pages. https://doi.org/10.1155/2022/3813705, Hindawi . July 2022 |
|
Kharya, Shweta; Onyema, Edeh Michael; Zafar, Aasim; Wajid, Mohd Anas; Afriyie, Rockson Kwasi; Swarnkar, Tripti; Soni, Sunita |
Web of Science 3.64 |
|
5 |
Time Series Forecasting for Uni- Variant Data Using Hybrid GA-OLSTM Model and Performance Evaluations,Page:1961-1966 |
Vol.-14, 2022 |
Nisha Thakur, Sanjeev Karmakar, Sunita Soni, |
[Scopus] |
International Journal (other than mentioned in 16(A)
|
Sl |
Title of the paper presented with page nos. |
Name of the Journal with ISSN No. |
Volume & Issue |
Authors in order as in paper. |
Impact Factor if any |
|
1 |
Generic Approach of Measuring Text Semantic Similarity, Page : 2494-2503 |
Ictact Journal on Soft Computing, |
Vol.:12, ISSUE: 01 OCTOBER 2021 |
Richa Dhagat, Arpana Rawal and Sunita Soni |
UGC CARE |
|
2 |
Using Associative Classifiers for Predictive Analysis in Health Care Data Mining, Page : 33-37 |
International Journal of Computer Applications |
4 (5), 33-37 |
S Soni, OP Vyas
|
NA |
|
3 |
A Conceptual Approach to Temporal Weighted Item Set Utility Mining, Page: 55-60 |
International Journal of Computer Applications |
1 (28), 0975-8887 |
J Pillai, OP Vyas, S Soni, M Muyeba |
NA |
|
4 |
Intelligent and Effective Heart Disease Prediction System Using Weighted Associative Classifiers, Page:2385-2392 |
International Journal on Computer Science and Engineering |
3 (6), 2385-2392
|
J Soni, U Ansari, D Sharma, S Soni
|
NA |
|
5 |
Predictive Data Mining for Medical Diagnosis: An Overview of Heart Disease Prediction, Page:43-48 |
International Journal of Computer Applications (0975 – 8887) |
17 (8), 43-48
|
J Soni, U Ansari, D Sharma, S Soni
|
NA |
|
6 |
Fuzzy Weighted Associative Classifier: A Predictive Technique For Health Care Data Mining, Page:11-22 |
International Journal of Computer Science, Engineering and Information Technology (IJCSEIT) |
Vol.2, No.1 |
Sunita Soni , O.P.Vyas |
|
|
7 |
Predictive Machine Learning Techniques for Breast Cancer Detection,Page:1023-1028 |
(IJCSIT) International Journal of Computer Science and Information |
Vol. 4(6), 1023-1028 |
S Kharya, D Dubey, S Soni
|
NA |
|
8
|
Mining Health Care Sequences Using Weighted Associative Classifier, Page : 26-36 |
Global Journal of Computer Science and Technology |
14(2-C), 27 |
S Soni, OP Vyas
|
|
|
9 |
Naive Bayes Classifiers: A Probabilistic Detection Model for Breast Cancer, Page: 26-31 |
International Journal of Computer Applications |
92(10)
|
S Kharya, S Agrawal, S Soni
|
NA |
|
10 |
Effect of Adder Circuits Over Multiplier Design Based on Vedic Mathematics, Page : 1256 -1259 |
ICTACT Journal on Microelectronics , January 2022, |
Vol.: 07, Issue: 04 |
Saurabh Singh and Sunita Soni |
UGC CARE |
|
11 |
Weighted Naive Bayes Classifier: A Predictive Model for Breast Cancer Detection, Page: 32-37 |
International Journal of Computer Applications IIJCA (0975-8887) |
133 (9), 32-7 |
S Kharya, S Soni
|
NA |
|
12 |
Analysis of Social Networking Based on Location Centric Using Big Data, Page : 65-74 |
International Journal of Advance Technology in Engineering & Science. |
Vol. 4, |
Mr. Rewati Raman Dewangan Dr Sunita Soni |
NA |
|
13 |
Predictive Data Analytics Approaches in Clinical Informatics: A Review, Page :1566-1579 |
IJAMTES, |
Vol. 8, Mar 2018. |
Sunita soni, Shweta Kharya, Tripti Swarnakar |
NA |
|
14 |
Research Framework for Implementation of Bayesian Belief Network In Various Platform: A Review, Page : 952-957 |
International Journal of Management, Technology & Engineering |
Issue-III, Mar 2019 |
Sunita Soni, Shweta Kharya |
NA |
|
15 |
Safe Guarding Privacy of Data in Cloud Environment Using Advanced RTPP Technique, Page : 967-969 |
International Journal of Management, Technology & Engineering, |
Issue-III, Mar 2019 |
Rewati Raman, Sunita Soni |
[old UGC-CARE] |
|
16 |
Hybrid Technology for Advancing Defense Security and Safety, Page : 942-946 |
International Journal of Management, Technology & Engineering, |
Issue-III, ISSN 2249-7455, Mar - 2019. |
Sunita Soni, Deepika Behera |
[old UGC-CARE] |
|
17 |
Verification of Vehicle /Owner Through Chip Based Number Plate System, Page : 958-966 |
International Journal of Management, Technology & Engineering, |
Issue-III Mar - 2019 |
Sunita Soni, Nida Javed & Reetika Chandrakar |
[old UGC-CARE] |
|
18 |
Comparison of Free Text Semantic Similarity Measures Using Dependency Relations, Page : 131-134 |
International Research Journal of Engineering and Technology (IRJET) |
Vol. 8, Issue 9, Sept. 2021 |
Richa Dhagat, Dr Arpana Rawal, Dr Sunita Soni |
NA |
|
19 |
Heart Disease Prediction Using Artificial Neural Network, Page : 1304-1315 |
Flusserstudies, |
Page | 1308 ISSN – 1661-5719 Vol.: 30 |
Anuradha Diwan, Dr. Sanjeev Karmakar, Dr. Sunita Soni |
NA |
|
20 |
Hardware Security Model With Vedic Multiplier Based ECC Algorithm on High-Performance FPGA Device, Page : 1283-1287 |
ICTACT Journal on Microelectronics |
Vol.: 08 ISSUE:01, APRIL 2022 |
Saurabh Singh and Sunita Soni |
[UGC-CARE] |
|
21 |
Improving Prediction Accuracy in Health Care Data Mining Using Weighted Associative Classifiers, Page:45-51 |
i-Manager's Journal on Future Engineering and Technology
|
7 (2), 44 |
S Soni, OP Vyas
|
[old UGC-CARE] |
|
22 |
Medical Image Segmentation Using Minkowski Algorithm |
International Journal of Scientific Research in Computer Science, Engineering and Information Technology |
Vol.-10, Issue 2 March-April-(2023) |
Prince Pratap Singh Banjare, Dr. Sunita Soni, Prof. Shankha De |
NA |
|
23 |
A survey on Medical image Segmentation |
International Journal of Scientific Research in Computer Science, Engineering and Information Technology |
Vol.-10, Issue 2 March-April-2023) |
Prince Pratap Singh Banjare, Dr. Sunita Soni, Prof. Shankha De |
|
|
24 |
SUITABILITY OF NEURAL NETWORK FOR WEATHER FORECASTING: A COMPREHENSIVE LITERATURE REVIEW pp. 22300-22316, |
International Journal of Recent Scientific Research |
Vol. 8, Issue, 12, |
Vertika Shrivastava., *Sanjeev Karmakar and Sunita Soni |
NA |
Books Published:
|
Sl |
Title of the Book |
Name of the Publisher |
ISSN/ISBN Number |
Whether National/ International Publisher |
Authors in order as in Book |
|
1 |
PREDICTIVE MODELLING USING ASSOCIATIVE CLASSIFIER Predictive Modeling Approach in Health Care Data Mining |
NOTION PRESS India. |
ISBN: 978-1-64546-990-2 |
2019 |
S. Soni (Sole Author) |
|
2 |
Advanced Computer Applications for Digital India: Proposals in the context of Chhattisgarh State |
Department of Computer Applications, BIT Durg. |
ISBN: 978-93-5258-574-8, 2016 |
2016 Bhilai Institute of Technology, Durg, Chhattisgarh |
Dr Sanjeev Karmakar Dr Sunita Soni Dr Jyoti Pillai |
Other Info.
Other Responsibilities:
|
From |
To |
Administrative Position |
Major responsibility |
|
1 July 2003 |
2010 |
Head of the Department, MCA, BIT Durg |
Administrating the Department of Computer Applications BIT Durg |
|
1st July 2015 |
November 2019 |
Head of the Department, MCA, BIT Durg |
Administrating the Department of Computer applications at BIT Durg |
|
2015 |
2017 |
Member , Indent clearance Committee, BIT Durg |
Review and pass the Indent from different department of BIT Durg |
|
1st march 2013 |
June 2015 |
Member of Women Security Cell BIT Durg |
Monitoring the security aspect of women at BIT durg |
|
2015 |
Till Date |
Coordinator, Skill development program , BIT Durg |
Organizing the Computer Courses for staff of BIT Durg |
|
2016 |
June 2020 |
Academic Audit Comittee |
Audit the faculty profile for |
|
July 2020 |
June 2021 |
Coordinator (ERP) |
Responsible for ERP implementation Initiatives |
|
July 2020 |
June 2021 |
Member IQAC |
Maintaining the quality assurance for various activities of Institution. |
|
July 2020 |
Till date |
Dean (IT Development) |
Responsible for IT infrastructure development of the Institution. |
|
July 2020 |
Till date |
RDC committee (CSE) |
Responsible for Research and development activities of te department. |
|
July 2020 |
Till date |
Chairperson (BIT, Autonomous) BOS-MCA |
Preparing scheme and syllabus and managing different activities for MCA course. |
|
July 2020 |
Till date |
Coordinator BVOC-Course, BIT, Durg |
Smooth conduction of the BVOC course in the Institution |
|
June 2021 |
Till date |
HOD(I/C), CSE dept, BIT Durg |
Administrating the Department of Computer Science and Engineering at BIT Durg |
Felowship/Awards/Other recognitions:
Research Supervision leading to Ph.D :
|
|
Title of Thesis |
Name of the Scholar |
University |
Duration of Work |
Name of Supervisor/Co-supervisor |
|
|
Incipient of Fault Detection through Vibration signature Analysis |
Dr Sumit Sar |
CSVTU |
July 2014-Sept 2022 |
Dr Sunita Soni |
|
2 |
Computational Intelligence for Predictive Modeling in Clinical Dataset |
Ms Shweya Kahrya |
CSVTU |
May 2018 –Mar-2023 |
Dr Sunita Soni |
M.E./M.tech. /MCA Thesis Guidance*:
|
|
Title of Project |
Name of Researcher |
University |
Enrollment No. & date |
Name of Supervisor/Co-supervisor |
|
|
Comparative Evaluation of Semantic Similarity Upon Sentential Text of Varied (Generic) Lengths |
Ms Richa Dhagat |
CSVTU/ BIT, Durg |
AD6558 , 2019-20 |
Dr Sunita Soni Dr Arpana Rawal |
|
2. |
Medical Image Segmentation Using Minkowski Algorithm |
Prince Pratap Singh Banjare |
CSVTU/ BIT, Durg |
|
Dr Sunita Soni, Mr Shankha De
|
|
3. |
To design an efficient ML Model for Detecting Network Intrusion |
Tanya Gupta |
CSVTU/ BIT, Durg |
AR2668 2021-22, |
Dr Sunita Soni
|
Extension Services:
| S.NO. | Co curricular & Field based activities, contribution to corporate life & Management of Institution, Professional Developmental activities | Details | Total Duration |
| 1 | Head, Department of Computer Applications | 30-6-2003 to 30-04-2010 | 6 years, 10 months |
| 2 | Women Security Cell | 01-03 2013 - June 2014 | 1 year, 3 months, 29 days |
| 3 | Indent Clearance committee | July 2010- 2017 | 7 year 6 months |
| 4 | Head, Department of Computer Applications | 01-07 2015 - Nov 2019 | 2 years, 5 months, 13 days |
| 5 | Member, Academic Audit Committee | July 2017-June 2020 | 3 Years |
| 6 | Member, Library Committee | 16 June 2016- June 2017 | 1 year |
| 7 | ERP Coordinator | 27-08-2020 - 19 Oct-2021 | 11 Months 22 Days |
| 8 | Dean IT | 07-10-2020 to till date | 2 years, 7 months |
| 9 | BOS, MCA | 22-10-2020 2020 to till date | 2 year 6 Months |
| 10 | Bvoc Coordinator | 03/12/2020 to till date | 2 years, 4 months |
| 11 | Member IQAC | 1/01/2021 to till date | 1 year, 7 months |
| 12 | BOS, CSE | 07/06/2021 to till date | 1 year, 11 months |
| 13 | Academic Council Autonomous BIT Durg | 12-10-2020 to till date | 2 years, 6 months |
| 14 | Head, Computer Science Engineering | 07/06/2021 2020 to till date | 1 year 11 Months |
| 15 | DRC Commitee | 11/06/2021 to till date | 1 year 10 Months |
Conference/seminar/Workshop Attended:
|
Sr. No |
Name of Conference |
ISSN/ISBN Number |
Organized / Funded by |
Held at (Institute & Place) |
Duration |
Journey /Fee Funded by |
|
1 |
FDP of Cyber Security and Block Chain Technology |
|
IIT Raipur |
|
1 Week(4-8 Dec 2019) |
BIT Management |
|
2 |
Deep learning & its applications NWDLA 2016 |
NA |
Siksha ‘O’ Anusandhan University Bhubaneswar Orissa |
Siksha ‘O’ Anusandhan University Bhubaneswar Orissa |
11-13 May 2016 |
BIT Management |
|
3 |
European Fellowships and Opportunities with Funding |
NA |
IIIT New Raipur |
IIIT New Raipur |
17 Sep 2016 |
BIT Management |
|
4 |
STTP on Soft Computing Techniques and Applications |
NA |
IIIT, Allahabad
|
IIIT, Allahabad |
15th to 20th May – 2007 |
BIT Management |
|
5 |
STTP on Research trends in Formal language Theory and Automata |
NA |
IIT MADRAS. |
IIT MADRAS. |
26th Sep. – 9th October 2005 |
BIT Management |
|
6 |
International Conference on Emerging Trends in Engineering Technology -08 |
|
G.H. Raisoni College of Engineering, Nagpur, INDIA |
G.H. Raisoni College of Engineering, Nagpur, INDIA |
16th to 18th July 2008 |
BIT Management |
|
7 |
International Conference on Resource Utilization and Intelligent Systems |
ISBN 81-8424-288-3 |
Kongu Engineering College, Erode (Tamilnadu) |
Kongu Engineering College, Erode (Tamilnadu) |
3-5 January 2008 |
BIT Management |
|
8 |
Fourteenth International Conference, CMASM 2007 |
ISSN 0250-9628 |
IIIT Chennai |
IIIT Chennai |
6-8 January 2007 |
BIT Management |
|
9 |
6th Int. Conference on Science Technology and Management |
|
India International Centre New Delhi |
India International Centre New Delhi |
4th Dec. 2016 |
BIT Management |
|
10 |
1st International Conference on Management of Technology |
ISBN 978-81-8329-375-4 |
IIIT Allahabad U.P. |
IIIT Allahabad U.P. |
21- 24 Jan. 2010. |
|
|
11 |
1st IIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence |
NA |
IIM Ahmadabad. |
IIM Ahmadabad. |
6-7 June 2009 |
BIT Management |
|
12 |
International Symposium on Innovation in Natural Computing , |
|
Department of Computer Applications Cochin University of Science & Technology. |
Department of Computer Applications Cochin University of Science & Technology. |
12-13 Dec. 2009 |
BIT Management |
|
13 |
First International Conference on Parallel, Distributed Computing Technologies and Applications, PDCTA 2011. |
ISBN 978-3-642-24037 CCIS series Volume 203 springer |
Academy and industry research collaboration Centre (AIRCC) |
Tirunelveli, Tamil Nadu, India |
September 23-25, 2011, |
BIT Management |
Patent Registered / Copy Right:
|
Sr. No |
Title of the Patent Registered / Copy Right |
Registered with |
Registration Number |
Date |
Other details, if any |
|
1 |
Weighted Associative Classifier Version 1.0 (WAC v 1.0). |
Government of India |
1215/2016-CO/SW |
2/11/16 (filed) 08/07/2017 |
|
|
2 |
TEXT SEMANTIC SIMILARITY |
Government of India |
L-120457/2023 |
06/10/2022, Dated : 06/01/2023 |
|