BIT DURG | B.Tech, MCA, MBA, M.Tech

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
E-Mail	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	TriHAtt-BERT-DBiLSTM: Deep learning model for medical emergency prediction from the unstructured data	Expert Systems with Applications	Volume 298, Part A, 1 March 2026, 129552, https://doi.org/10.1016/j.eswa.2025.129552	Amita Mishra , Sunita Soni	7.5
2	MACPGANA: design of a highly efficient multimodal agriculture commodity price prediction model via generative adversarial networks & autoencoders	International Journal of Information Technology (Singapore) 2511-2104	https://doi.org/10.1007/s41870-025-02425-z	Rubi Kambo, Jyothi Pillai, Sunita Soni	Scopus
3	Efficient cluster‑based deep anomaly detection based traffic analysis and multi‑objective optimization for smarter traffic control	Evolving Systems, 1868-6478	(2025) 16:5 https://doi.org/10.1007/s12530-024-09636-y	Ravikant Soni · Sunita Soni Kapil Kumar Nagwanshi	SCI
4	An Approach of Privacy Preservation and Data Security in Cloud Computing for Secured Data Sharing	Recent Advances in Electrical & Electronic Engineering, 2352-0965 Volume 18, Issues 10, 2025	DOI: 10.2174/0123520965280683240112085521 Pp: 176-195	Revati Raman Dewangan, Sunita Soni, Ashish Mishal	Scopus
5	ELM-Based Imbalanced Data Classification-A Review	Informatica, 0350-5596	https://doi.org/10.31449/inf.v48i2.5082 48 (2024) 185–204 185	Brajendra Singh Rajput, Partha Roy, Sunita Soni, Bhagat Singh Raghuwanshi	SCI
6	Optimized Homomorphic Encryption (OHE) algorithms for protecting sensitive image data in the cloud computing environment	International Journal of Information Technology (Singapore) 2511-2104	Vol.:(0123456789)1 3 Int. j. inf. tecnol. https://doi.org/10.1007/s41870-024-01921-	Revati Raman Dewangan, Sunita Soni, Ashish Mishal	[Scopus] May 2024
7	Weighted Bayesian Belief Network for diabetics: a predictive model	Frontiers in Artificial Intelligence, 2624-8212	10.3389/frai.2024.1357121	Shweta Kharya, Sunita Soni, Abhilash Pati, Amrutanshu Panigrahi, Jayant Giri, Hong Qin, Saurav Mallik, Debasish Swapnesh Kumar Nayak and Tripti Swarnkar	[Scopus]
8	Time Series Forecasting for Uni- Variant Data Using Hybrid GA-OLSTM Model and Performance Evaluations,Page:1961-1966	International Journal of Information Technology (Singapore) 2511-2104	Vol.-14, 2022	Nisha Thakur, Sanjeev Karmakar, Sunita Soni,	[Scopus]
9	“Weighted Bayesian Belief Network: A Computational Intelligence Approach for predictive Modeling in Clinical Datasets”	Computational Intelligence and Neuroscience. 1687-5265	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	Scopus, Web of Science
10	“Generation of synthetic datasets using weighted Bayesian association rules in clinical world”	International Journal of Information Technology (Singapore) 2511-2104	https://doi.org/10.1007/s41870-022-01081-x ,August 2022, 14(6):3245–3251,Springer	Kharya; Sunita Soni; Tripti Swarnkar	[Scopus]
11	“Fuzzy Weighted Bayesian Belief Network: A medical knowledge driven Bayesian model using Fuzzy weighted rules”	International Journal of Information Technology (Singapore) 2511-2104		Shweta Kharya, Sunita Soni & Tripti Swarnkar	[Scopus]
12	Building Weighted Associative Classifiers using Maximum Likelihood Estimation to Improve Prediction Accuracy in Health Care Data Mining 1350008 (14 pages)	Journal of Information & Knowledge Management Print ISSN: 0219-6492	12(1)	Sunita Soni, O.P. Vyas	Web of Science

International 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	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, Issue 12	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
25	Privacy-Preserving using Machine Learning based Enhanced Ensemble Algorithm in Cloud Environment	Journal of Information Technology and Sciences (e-ISSN: 2581-849X)	Vol. 9 No. 2 (2023)	Revati Raman Dewangan,Sunita Soni, Rakesh Acharya	NA

Full length paper in proc. of International Conferences

[1.] Sunita Soni, M.V. Padmavathi, 3-D Pattern Generation using Contextual Array Grammars” in CMASM 2007 FIM XIV (COMPUTATIONAL, MATHEMATICAL AND STATISTICAL METHODS) The Fourteenth International Conference of the Forum for Interdisciplinary Mathematics from 06-08 January 2007 at IIT Chennai.

[2] Sunita Soni, Jyothi Pillai, O.P.Vyas, The Predictive Analytics using Innovative Data Mining approach, International Conference on Advanced data Analysis, Business Analytics and Intelligence, IIM, Ahmadabad, Gujarat 6th-7th June’09. [Published]

[3]. Sunita Soni , Jyothi pillai , O.P.Vyas, An Associative Classifier Using Weighted Association Rule, Proceedings of International Symposium on Innovations in natural Computing published by 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC 2009) 978-1-4244-5612-3/09/$26.00 c_2009 IEEEand IEEE-Xplore, [Published]

[4]. Sunita soni , Ranjana Vyas, Jyothi pillai , O.P.Vyas, Knowledge Management Approach for Predictive Analytics in Marketing DSS using Temporal Data Mining techniques, International Conference of Information security and Management of Technologies in business ICMIS –2010, 21-24 jan 2010, IIIT Allahabad.

[5] Soni S., Pillai J., Usage of Nearest Neighborhood, Decision Tree and Bayesian Classification Techniques in Development of Weight Management Counseling System, Proceedings of International Conference on Emerging Trends in Engineering and Technology-ICETET’08, G.H.Raisoni College, Nagpur on 16th – 18th July 2008 and IEEE-Xplore, IEEE Computer Society On-line store, IEEE Computer Society(CSDL) Digital Libraries, IEE INSPEC, EI(Compendex), Thomson ISI.

[6] Sunita Soni, Jyothi Pillai, A Case-Based Expert System For Weight Management Counseling To Obese Children, Proceedings of International Conference on Resource Utilization & Intelligent Systems, INCRUIS’08, Kongu Engineering College, Erode, 3rd- 5th Jan.’08.

[7] Mrs. Shweta Kharya, Dr. Tripti Swarnakar, Weighted Bayesian association Rule Mining algorithm to construct Bayesian belief Network, International Conference on Applied Machine Learning (ICAML), Vol Pg No. 27-33 [Scopus]

[8] Mrs. Shweta Kharya, Dr. Tripti Swarnakar, Fuzzy Weighted Bayesian Association Rule Mining: A Theoretical Framework, 9th International Science Congress.

[9]. Dhagat, R, Rawal A, Soni S, “Comparative Evaluation of Semantic Similarity Upon Sentential Text of Varied (Generic) Lengths”, In Proceedings of International Conference on Emerging Technologies for Computing, Communication And Smart Cities, Punjab, India, 21st August,2021.

[10] Richa Dhagat, Arpana Rawal, Sunita Soni, Comparative Evaluation of Semantic Similarity Upon Sentential Text of Varied (Generic) Lengths, Emerging Technologies for Computing, Communication and Smart Cities, Conference proceedings © 2022, Pages 107-122. [ https://link.springer.com/book/10.1007/978-981-19-0284-0]

[11] Mr Saurabh Singh, Dr Sunita Soni, “Report on Cryptographic Hardware Design using Vedic Mathematics”, International Conference on Technological Advancements and Innovations(ICTAI-2021), AMITY UNIVERSITY, IEEE, 10-12th Nov 2021

Full length paper in proc. of National Conferences

Sunita soni, Shweta Kharya, Shikha Agarwal, Naïve Bayes Classifiers: A Probabilistic Model for Breast Cancer, National Conference AICON-13, CSIT Durg C.G. India.
Sunita soni, Shweta Kharya, Shikha Agarwal, Weight based Theoretical Analysis on Naïve Bayes Classifiers for Breast Cancer Detection, National Conference AICON-14, CSIT Durg C.G. India.
Sunita soni, Dinesh Bhawnani Using Data Mining and Big data techniques for prognosis and diagnosis of treatment of non-communicable diseases Proceedings of National Conference on Research Challenges in Applications of Computing towards Digitization of India.
Sunita soni, Shweta Kharya, A literature on Big Data Analysis in Health Informatics Proceedings of National Conference on Research Challenges in Applications of Computing towards Digitization of India.
Sunita Soni, Jyothi Pillai, Case Representation and Retrieval in Weight Management Counseling to obese children: A Semi-Fuzzy Approach, Proceedings of National Conference on Managing Complexity in Informative World, BITCON’08, BIT, Durg, 7th-8th Nov.’08.
Sunita soni, , Jyothi Pillai, A Case Based Framework for weight management counseling to obese children, Proceedings of National Conference on Technological Advancements in Processing and Decision Making, BITCON’07, BIT, Durg, on 16th -17th March’ 2007.
Sunita soni, Revati Raman Dewangan, Big Data Architecture and Framework, Proceedings of National Conference on Research Challenges in Applications of Computing towards Digitization of India.
Sunita Soni, Jyothi Pillai, Weight Management Counseling for Obese Children”- Proceedings of National Conference on “Technological Advancement in Processing and Decision Making” in BITCON-07
Sunita Soni, M V Padmavathi, Petrinets -‘A Tool For Protocol Design, Proceedings of National Conference on Advanced Communication Techniques’ APR. 2005 .

Book Chapter

Sl	Title of the Book	Name of the Publisher	ISSN/ISBN Number	Whether National/ International Publisher	Authors in Order as in Book
1	Overview of Predictive Modeling Approaches in Health Care Data Mining, book entitle Emerging Methods in Predictive Analytics: Risk Management and Decision Making,,	IGI Global Publication, 2013.		National	Sunita Soni, O.P. Vyas,
2	SECURITY AND PRIVACY PRESERVATION IN CLOUD COMPUTING FOR DATA SHARING.: Privacy Preservation in Cloud Platform Using Fully Homomorphic Encryption Techniques	Published by nova science publishers Inc. New York.	ISBN: 978-1-68507-615-3.	Doi : https://doi.org/10.52305/ZUBB8282	Dewangan, R.R., Soni, S
3	Enhancing agriculture commodity price forecasting: integration of deep learning and Soft computing techniques for economic, farmer, and industry perspectives	Futuristic Trends in Computing Technologies and Data Sciences Volume 3 Book 8	2024	IIP series	Ms Rubi cambo
4	Sequence Rule Mining for Insulin Dose Prediction Using Temporal Dataset	Ambient Intelligence in Health Care, Smart Innovation, Systems and Technologies 317, under exclusive license to Springer Nature Singapore Pte Ltd. 2023 T. Swarnkar et al. (eds.),		https://doi.org/10.1007/978-981-19-6068-0_23	D. K. Bhawnani · S. Soni · A. Rawal

Books Published:

Title of the Book

Name of the

Publisher

ISSN/ISBN

Number

Whether

National/

International

Publisher

Authors in

order as in

Book

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)

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:

	Professional Developmental activities		Total period in years, months, day
1	HOD, Computer Science Engineering, BIT, Durg	07/06/2021 2020 to till date
2	Academic Council Autonomous BIT Durg	12-10-2020 to till date	2 years, 6 months, 26 days
3	BOS, CSE, BIT,Durg	07/06/2021 to till date	1 year, 11 months, 2 days
4	Member IQAC	1/01/2021 to June 2013	1 year, 7 months, 8 days
5	Bvoc Coordinator	03/12/2020 to June 2023	2 years, 4 months, 18 days
6	BOS, MCA, Autonomous BIT,Durg	22-10-2020 to till date	2 years, 6 months, 16 days
7	DRC (CSE, Autonomous BIT,Durg)Committee	11/06/2021 to till date	1 year, 10 months, 27 days
8	Dean IT Infrastructure	07-10-2020 to Dec 2023	2 years, 7 months, 1 day
9	ERP Coordinator	27-08-2020 to 19 Oct-2021	11 months, 22 days
10	Member, Library Committee	16 May 2016- June 2017	1 year, 0 month, 0 days
11	Member, Academic Audit Committee	July 2017 to June 2020	3 years, 0 month, 0 days
12	Head, Department of Computer Applications	01-07 2015 to Nov 2019	2 years, 5 months, 13 days
13	Indent Clearance committee	July 2010- 2017	7 years, 6 months
14	Women Security Cell	01-03 2013 to June 2014	1 year, 3 months, 29 days
15	Head, Department of Computer Applications	30-6-2003 to 30-04-2010	6 years, 10 months

Felowship/Awards/Other recognitions:

Research Supervision leading to Ph.D :

	Title of Thesis	Name of the Scholar	Duration of Work	Name of Supervisor
	Incipient of Fault Detection through Vibration signature Analysis	Dr Sumit Sar	July 2014-Sept 2022	Dr Sunita Soni
2	Computational Intelligence for Predictive Modeling in Clinical Dataset	Ms Shweya Kahrya	May 2018 –March-2023	Dr Sunita Soni
	Security and privacy preservation in cloud computing for data sharing (Thesis Submitted)	Mr Rewati Raman	RDC-2nd March -2019 Letter Issue-2nd July 20119	Dr Sunita Soni
	Design and analysis of data mining approaches for big data analytics in intelligent transport systems (Thesis Submitted)	Mr Ravikant Soni	RDC held 24/05/2022,	Dr Sunita Soni

M.E./M.tech. /MCA Thesis Guidance*:

Title of Project	Name of Researcher		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
Medical Image Segmentation Using Minkowski Algorithm	Prince Pratap Singh Banjare	CSVTU/ BIT, Durg		Dr Sunita Soni, Mr Shankha De
To design an efficient ML Model for Detecting Network Intrusion	Tanya Gupta	CSVTU/ BIT, Durg	AR2668 2021-22,	Dr Sunita Soni
Customer Segmentation Using Machine Learning for a Shopping Mall Customers	Samreen Siddiqui	CSVTU/ BIT, Durg	AS2194, 2022 - 2024	Dr Sunita Soni

Conference/seminar/Workshop/FDP Organized:

Sl. No.	Topic Of MDP	Duration	Dates	Organization/Place
1	SSTP on data Structures , Algorithms and Complexity	2 Days	26th -27th Sept. 2008	Bhilai Insitute of Technology, Durg
2	CCOST Sponsored National Conference on Computer Application & Applied Mathematics (CAAM 09)	One day	10TH Jan. 2009	Bhilai Insitute of Technology, Durg
3	CGCOST Sponsored National Conference On Applications Of Computer Science In Weather Forecasting (ACSWF 2011)	One Day	12th May 2011	Bhilai Insitute of Technology, Durg
4	National Conference On Computer Applications For Rural Development In The Context Of Chhattisgarh State (ACARD-2013)	Two Days	8TH -9TH MARCH 2013	Bhilai Insitute of Technology, Durg
5	*CCOST Sponsored National Workshop on Advanced Computer Applications for Digital Chhattisgarh	Two Days	19-20 Feb. 2016	Bhilai Insitute of Technology, Durg.
6	National conference on, BITCON 2007			Bhilai Insitute of Technology, Durg.
7	National conference on Innovations in High Performance Computing and Software Technology, BITCON 2008	Two Days	7-8 Nov. 2008	Bhilai Insitute of Technology, Durg.
8	National conference on, RECENT ADVANCES IN MACHINE LEARNING AND SOFT COMPUTING APPROACHES BITCON 2015	Two Days	20th-21st February, 2015	Bhilai Insitute of Technology, Durg.
9	National conference on Recent Advances in Computing Techniques and its Applications BITCON 20016	Two Days	29-30 Jan. 2016	Bhilai Insitute of Technology, Durg.
10	National conference on Research Challenges in Applications of Computing towards Digitization of India, BITCON 20017	One Day	28th march 2017	Bhilai Insitute of Technology, Durg.
11	AICTE Sponsored National E-Conference on Data Science and its Applications	26-27 July 2021	Organized -Convener	CSE dept
12	BITCON-2021	20th Nov 2020	Organized- Convener	BIT Durg
13	OpinHacks 2024, offline Hackathon	29th September -1st October 2023		BIT Durg
14	AICTE (ATAL Academy) Sponsored one Week Online FDP on High Performance Computing	6 Jan to 11 Jan 2025	Co-Cordinator	BIT Durg

Resource Person / Invited talk/ Guest lecture delivered

No.	Title	Title of conference/seminar etc.	Date of event	Organized by	Whether International/National/State/ Regional/University or College level
1.	Expert talk on FDP “spectrum Insight of machine Learning Paradigms”	1 day(Nov-2019)	Delivered (Resource Person)	BIT Durg [5]
2.	Weighted Associative Classifier	Soft computing and Data Mining	20-24 June 2016	NIT Raipur	National
3.	Guest Lecture on on “Recent faces of AI”	1st E-conference on emerging Trends in Computer Science	19-20 Dec 2020	Govt Girls PG college jaspure C.G.	National
4	Invited Talk on “Recent faces of Machine Learning”	Days Certificate Training Program on AI in association with Anion S/W Pvt. Ltd.	03/02/2022	Shri Shankaracharya Mahavidyalaya, Junwani	National
5	Formal Language and Automata Theory	ERASMUS+ Faculty Exchange Programme 2023-2026	27 May 2024 to 31ST May 2024	Silesian University in Opava, Czech Republic	International (European Union)
6	Session Chair	International Conference on Artificial Intelligence in Healthcare(ICAIHC-2025)	National Institute of Technology (NIT) Raipur	1 day (10/01/2025)

Conference/seminar/Workshop/FDP Attended:

Sr. No	Name of Conference/ Program	Duration	Held at (Institute & Place)	Journey /Fee Funded by
1	ERASMUS+ Faculty Exchange Programme 2023-2026	27 May 2024 to 31ST May 2024	Silesian University in Opava, Czech Republic	European Union
2	AICTE Recognized Faculty Development Programme, Cryptography and Network Security	16/09/2024 to 20/09/2024	NITTTR, Chandigarh	NA
3	Faculty Development Program (FDP) on High Performance Computing (HPC)	September 23, 2024 to September 27, 2024	C-DAC, Bangalore under C-HUK project	BIT Management
4	AICTE Recognized Faculty Development Programme on Data Science using Python	19/02/2024 to 23/02/2024 (One Week)	NITTTR, Chandigarh	NA
5	FDP of Cyber Security and Block Chain Technology	1 Week(4-8 Dec 2019)	IIT Raipur	BIT Management
6	Deep learning & its applications NWDLA 2016	11-13 May 2016	Siksha ‘O’ Anusandhan University Bhubaneswar Orissa	BIT Management
7	European Fellowships and Opportunities with Funding	17 Sep 2016	IIIT New Raipur	BIT Management
8	STTP on Soft Computing Techniques and Applications	15th to 20th May – 2007	IIIT, Allahabad	BIT Management
9	STTP on Research trends in Formal language Theory and Automata	26th Sep. – 9th October 2005	IIT MADRAS.	BIT Management
10	International Conference on Emerging Trends in Engineering Techology -08	16th to 18th July 2008	G.H. Raisoni College of Engineering, Nagpur, INDIA	BIT Management
11	International Conference on Resource Utilization and Intelligent Systems	3-5 January 2008	Kongu Engineering College, Erode (Tamilnadu)	BIT Management
12	Fourteenth International Conference, CMASM 2007	6-8 January 2007	IIIT Chennai	BIT Management
13	6th Int. Conference on Science Technology and Management	4th Dec. 2016	India International Centre New Delhi	BIT Management
14	1st International Conference on Management of Technology	21- 24 Jan. 2010.	IIIT Allahabad U.P.
15	1st IIMA International Conference on Advanced Data Analysis, Business Analytics and Intelligence	6-7 June 2009	IIM Ahmadabad.	BIT Management
16	International Symposium on Innovation in Natural Computing ,	12-13 Dec. 2009	Department of Computer Applications Cochin University of Science & Technology.	BIT Management
17	First International Conference on Parallel, Distributed Computing Technologies and Applications, PDCTA 2011.	September 23-25, 2011,	Academy and industry research collaboration Centre (AIRCC)Tirunelveli, Tamil Nadu, India	BIT Management

Patent Registered / Copy Right:

Sr. No

Title of the Patent Registered / Copy Right

Registered with

Registration Number

Date

Other details, if any

Weighted Associative Classifier Version 1.0 (WAC v 1.0).

Government of India

1215/2016-CO/SW

2/11/16 (filed)

08/07/2017

TEXT SEMANTIC SIMILARITY

Government of India

L-120457/2023

06/10/2022, Dated : 06/01/2023

Summar Ease

Government of India

33338/2024-CO/SW

10/04/2025

About Faculty

Dr. Sunita Soni