Dr. Jyothi Pillai is a Professor in the Department of Information Technology and HoD of Department of Computer Applications at Bhilai Institute of Technology Durg, Chhattisgarh. She did her B.Sc., MCA and Ph.D. in Computer Science& Information Technology. She has joined Bhilai Institute of Technology (BIT) Durg in the capacity of Associate Professor in 2001. She has been invited in various conferences and the findings of her research have been presented and published in 50+ research papers in National and International Conferences/ impact factor Journals. Her research area mainly focuses on Data Mining, Soft Computing, Software Engineering and Big Data Analytics. She has organized many National level Conferences/ Workshops. Dr. Jyothi Pillai has done her Ph.D. in Computer Science & Information Technology, from Pt. Ravishankar Shukla University, Raipur, Chhattisgarh, India, under the guidance of Prof. O.P.Vyas, International Institute of Technology, Allahabad, India (Thesis entitled, “EXPLORATION OF SOFT COMPUTING APPROACHES IN TEMPORAL ITEMSET UTILITY MINING"). Doctorate Degree was awarded to Dr. Pillai in August 2016. Presently Dr. Jyothi Pillai is guiding PhD scholars at CSVTU Bhilai. She is Branch Counsellor of IEEE Student Branch and Computer Society Chapter, Bhilai Institute of Technology, Durg. She is also an active Member of IEEE WIE, IEEE SIGHT and Life Member of Indian Society for Technical Education (ISTE). Dr. Pillai has been the Vice Chairperson of IEEE Computer Society Chapter, CG Section from 2022-2024 and has been appointed as Vice Chairperson of IEEE Computer Society Chapter, MP Section in 2025. Outside of academia, she enjoys mentoring students in Humanitarian events and is an active volunteer in many social events.
About Faculty
Dr. Jyothi Pillai
| Employee ID | 10070 |
| Date of Joining | 03-09-2001 |
| Nature of Association | Regular |
| Department | Computer Applications |
| Designation | Professor & Head |
| Educational Qualification | Ph.D.(Computer Science & IT), MCA, B.Sc. (Mathematics) |
| jyothi.pillai@bitdurg.ac.in | |
| Contact Number | Extension No.: 512, Global Directory No.: 8227 |
Areas of Interest
Teaching : Data Structures, Enterprise Resource Planning, Software Engineering and Project Management, Operating Systems, Data Mining and Big Data Analytics Research: Data Mining, Soft Computing Software Engineering, and Big Data Analytics
Publications
Publications
|
S. No.
|
Year (Month) |
Name of Journal |
Title of Research Paper |
ISSN, Pg. No. |
Vol./ Issue/ Pg No. |
Indexed |
URL |
|
1. |
2025 (February) |
Journal of Applied Research And Technology (JART) |
Leveraging LSTM for precision inventory management by future demand forecasting |
ISSN: 1665-6423 e-ISSN: 2448-6736 Pg No.: 8-21 |
Volume: 23 Issue No.: 1 Pg No. 8-21 |
SCOPUS UGC CARE |
https://jart.icat.unam.mx/index.php/jart/article/view/2508 |
|
2. |
2025 (February) |
International Journal of Information Technology |
MACPGANA: design of a highly efficient multimodal agriculture commodity price prediction model via generative adversarial networks & auto encoders |
ISSN: 2511-2104
e-ISSN: 2511-2112
·Pg No.: 1-14
|
Pg No.:1-14 |
SCOPUS, ScimagoS |
|
|
3. |
2024 (August) |
Journal of Computational Analysis and Applications |
Hybrid Ensemble Model for High-Utility Itemset Mining and Customer Purchase Behavior Analysis in Product Recommendation |
ISSN: 1521-1398
e-ISSN: 1572-9206 Pg No.: 2134-2155 |
Volume:33 Issue No.:8
Pg No.: 2134-2155 |
SCOPUS |
https://eudoxuspress.com/index.php/pub/article/view/1996 |
|
4. |
2024 |
Journal of Xidian University |
Graph Neural Network-based Ensemble Approach for the Graph Classification Task |
ISSN: 1001-2400
Pg No.: 693-702 |
Volume: 18 Issue No.:12 Pg No.: 693-702 |
SCOPUS, DOAJ |
https:// doi.org/10.5281/ Zenodo. 14584100 |
|
5. |
2024 (July) |
Library Progress International
|
Enhancing User Experience with Session-Based Recommendation Systems Using Gated Graph Convolutional Networks |
ISSN: 0970 1052 e-ISSN 2320 317X Pg No.: 22741-22755 |
Volume: 44 Issue No.:3 Pg No.: 22741-22755 |
SCOPUS |
https://bpasjournals.com/library-science/index.php/journal/article/view/2896 |
|
5 |
2024 (July) |
Journal of Emerging Technologies and Innovative Research (JETIR) |
Advancements High-Quality Image Enhancement Using GAN-Based Super Resolution |
ISSN: 2349-5162
Pg No.: 457-465
|
Volume: 11 Issue No.: 7 Pg No.: 457-465 |
SCOPUS, UGC CARE |
https://www.jetir.org/papers/JETIR2407043.pdf |
|
6 |
2024 (May) |
International Journal for Research in Applied Science & Engineering Technology (IJRASET) |
GAN-Based Super Resolution Algorithm for High Quality Image Enhancement |
ISSN: 2321-9653
Pg No.: 3194-3204 |
Volume: 12 Issue No.: 5 Pg No.: 3194-3204 |
SCOPUS |
https://doi.org/10.22214/ijraset.2024.61882 |
|
7 |
2022 (October) |
Mukt Shabd Journal |
ML-Based Credit Card Fraud Detection For Online Transition |
ISSN: 2347-3150 Pg No.: 31-40 |
Volume: 11 Issue No.10 Pg No.: 31-40 |
UGC CARE List (Group I) |
|
|
8 |
2022 (May) |
International Journal of Scientific Research in Engineering and Management (IJSREM) |
Credit Card Fraud Detection through Machine Learning using Python |
ISSN: 2582-3930
Pg No.: 1-7
|
Volume: 6
Issue No.: 5
Pg No.: 1-7
|
SCOPUS |
https://ijsrem.com/download/credit-card-fraud-detection-through-machine-learning-using-python/ |
|
9 |
2021 (September) |
International Research Journal of Engineering and Technology (IRJET) |
A review on Online Fraud using Machine Learning |
ISSN: 2395-0072 e-ISSN: 2395-0056 Pg No.: 99-104 |
Volume: 8 Issue No.: 9 Pg No.: 99-104 |
SCOPUS |
|
|
10 |
2019 (March) |
International Journal of Management, Technology And Engineering (IJMTE) |
Predictive Analytics in E- commerce Data sets by incorpo-rating the features of Association Rule Mining by MapReduce Approach of Hadoop |
ISSN: 2249-7455
Pg No.: 1115-1125 |
Volume: 9
Issue No.: 3
Pg No.: 1115-1125 |
SCOPUS |
|
|
11 |
2018 (March) |
International Journal of Advance Management, Technology and Engineering Services (IJAMTES) |
A Literature Survey to identify high profitable items from E-commerce data sets |
ISSN: 2249-7455 |
Volume: 8
Issue No.: 3 |
|
chrome-extension://kdpelmjpfafjppnhbloffcjpeomlnpah/https://www.ijamtes.org/gallery/216%20conf%20mca.pdf |
|
12 |
2018 (March) |
International Journal of Advance Management, Technology and Engineering Services (IJAMTES) |
Agriculture Commodity Price Forecasting using Soft Computing Techniques: A Survey |
ISSN: 2249-7455 |
Volume: 8
Issue No.: 3 |
|
chrome-extension://kdpelmjpfafjppnhbloffcjpeomlnpah/https://www.ijamtes.org/gallery/212%20conf%20mca.pdf |
|
13 |
2017 (March) |
International Journal of Computer Science and Information Technology & Security (IJCSITS) |
Temporal High Utility Rare Itemset Mining using Fuzzy Approach – FTHURI algorithm |
ISSN: 2249-9555
e-ISSN:
Pg No.: 39-43 |
Volume: 7
Issue No.: 2
Pg No.: 39-43 |
SCOPUS |
|
|
14 |
2014 (March) |
International Journal of Innovative Research in Computer and Communication Engineering (IJIRCCE) |
A Naïve Approach to High Utility Rare Itemset Mining Algorithm using Temporal Concept – THURI |
ISSN: 2320-9798
e-ISSN: 2320-9801
Pg No.: 5835-5840 |
Volume: 3
Issue No.: 3
Pg No.: 5835-5840 |
|
chrome-extension://kdpelmjpfafjppnhbloffcjpeomlnpah/https://ijarcce.com/wp-content/uploads/2012/03/IJARCCE1H-a-Jyothi-A-naive.pdf |
|
15 |
2014 (January) |
International Journal of Recent Trends in Engineering and Technology |
A Fuzzy Algorithm for Mining High Utility Rare Itemsets – FHURI |
ISSN: 2158-5555
e-ISSN: 2158-5563
Pg No.: 1-11 |
Volume: 10
Issue No.: 1
Pg No.: 1-11 |
UGC CARE |
https://www.academia.edu/62319016/A_Fuzzy_Algorithm_for_Mining_High_Utility_Rare_Itemsets_FHURI |
|
16 |
2013 (November) |
International Journal of Business Information Systems Strategies (IJBISS) |
Transaction Profitability using HURI [TPHURI] |
ISSN: 2201-4152
Pg No.: 1-9 |
Volume: 2
Issue No.: 1 Pg No.: 1-9 |
SCOPUS |
chrome-extension://kdpelmjpfafjppnhbloffcjpeomlnpah/https://wireilla.com/management/ijbiss/papers/2113ijbiss01.pdf |
|
17 |
2013 (January) |
Advances in Computing and Information Technology |
HURI – A Novel Algorithm for Mining High Utility Rare Itemsets |
Pg No.: 531-540 |
Volume: 177
Pg No.: 531-540 |
SCI |
https://link.springer.com/chapter/10.1007/978-3-642-31552-7_54 |
|
18 |
2013 (January) |
Advances in Computing and Information Technology |
A Naïve approach for stock market Prediction |
Pg No.: 195-204 |
Volume: 177
Pg No.: 195-204 |
SCI |
https://link.springer.com/chapter/10.1007/978-3-642-31600-5_20 |
|
19 |
2012 (January) |
Global Journal of Computer Science and Technology, Software & Data Engineering |
Encapsulation of Soft Computing Approaches within Itemset Mining – A Survey |
ISSN: 0975-4350
e-ISSN: 0975-4172
Pg No.: 17-27 |
Volume: 12
Issue No.: 15
Pg No.: 17-27 |
SCIE, SCOPUS |
chrome-extension://kdpelmjpfafjppnhbloffcjpeomlnpah/https://core.ac.uk/download/539592767.pdf |
|
20 |
2012 (April) |
International Journal of Computer Science, Engineering and Information Technology (IJCSEIT) |
CSHURI – Modified HURI algorithm for Customer Segmentation and Transaction Profitability |
ISSN: 2231-3605
e-ISSN: 2231-3117
Pg No.: 79-89 |
Volume: 2
Issue No.: 2
Pg No.: 79-89 |
SCOPUS |
https://arxiv.org/abs/1205.1609
|
|
21 |
2011 (October) |
High Utility Rare Itemset Mining (HURI): An approach for extracting high-utility rare item sets |
ISSN: 0973-2632
e-ISSN: 2230-7184
Pg No.: 25-33 |
Volume: 7
Issue No.: 1
Pg No.: 25-33 |
SCOPUS |
https://imanagerpublications.com/article/1677/ |
|
|
22 |
2011 (January) |
International Journal on Computer Science and Engineering (IJCSE) |
User centric approach to Itemset Utility Mining in Market Basket Analysis |
ISSN: 0975-3397
Pg No.: 393-400 |
Volume: 3
Issue No.: 1
Pg No.: 393-400 |
SCOPUS, Web of Science, Springer, ACM Digital Library |
: https://www.researchgate.net/publication/50247316
|
|
23 |
2010 (August) |
International Journal of Computer Applications |
Overview of Itemset Utility Mining and its Applications |
ISSN: 0975 – 8887 e-ISSN: Pg No.: |
Volume: 5 Issue No.: 11 Pg No.: |
SCOPUS UGC CARE |
https://www.ijcaonline.org/archives/volume5/number11/956-1333/ |
|
24 |
2009 |
IEEE Xplore, World Congress on Nature & Biologically Inspired Computing (NaBIC) |
An Associative Classifier Using Weighted Association Rule |
ISBN:978-1-4244-5053-4
Pg No.: |
|
SCI SCOPUS |
https://ieeexplore.ieee.org/document/5393687 |
|
25 |
2008 (August) |
International Journal of Computer Science and Applications |
An Expert Case-Based System using Decision Tree Induction for Weight Management Counseling to Obese children |
ISSN: 0974-1003
e-ISSN:
Pg No.: 117-120 |
Volume: 1
Issue No.: 2 Pg No.: 117-120 |
SCOPUS |
chrome-extension://kdpelmjpfafjppnhbloffcjpeomlnpah/https://researchpublications.org/IJCSA/issue2/2008-IJCSA-01-02-10.pdf |
FDP/ STTP/ Workshop/Seminars
|
S. No
|
Year |
Duration |
Theme / Title |
Organized by (Name of Institute) |
|
1. |
2025 |
17-21 February |
FDP on High Performance Computing (HPC) |
C-DAC, Bangalore |
|
2. |
2024 |
19-20 July |
FDP on Advanced Teaching and Learning in HEI’s |
IOT Academy, Coimbatore, Tamilnadu |
|
3. |
2024 |
08-20 July |
FDP on Research Writing, Funding Proposal Development and Patent Drafting |
Vidya Vihar Institute of Technology, Purnea, Bihar |
|
4. |
2024 |
02-06 May |
FDP on Developing Academic and Administrative Leadership through Innovation and E-learning Tool |
ISTE & Aryan Institute of Engineering Technology, Bhubaneswar |
|
5. |
2024 |
19-27 February |
FDP on Innovative Teaching and Learning in HEI’s” |
IOT Academy, Coimbatore, Tamilnadu |
|
6. |
2024 |
25-30 January |
FDP on Innovative Teaching and Learning |
IOT Academy, Coimbatore, Tamilnadu |
|
7. |
2023 |
28-30 July |
FTP on “5G Wireless Communication Technology” |
IEEE India Council |
|
8. |
2023 |
02-06 May |
FDP on “Developing Academic and Administrative Leadership Through Innovation And E-Learning Tool” |
ISTE & ARYAN Institute of Engineering & Technology |
|
9. |
2023 |
10-11 January |
Workshop on “Employment Communication” |
BIT Durg |
|
10. |
2021 |
15-19 November |
FDP on "Deep Learning for Natural Language Processing |
BIT, Durg & ATAL Academy |
|
11. |
2021 |
15 February – 23 March |
Women Entrepreneurship Development Program |
ITS Engineering College, Greater Noida sponsored by Department of Science & Technology (DST), Govt. of India |
|
12. |
2021 |
1 – 5 February |
FDP on “Inculcating Universal Human Values in Technical Education” |
All India Council for Technical Education (AICTE) |
|
13. |
2020 |
4 -7 December |
Workshop on “Train the Trainers on Examination Reforms” |
CSVTU Bhilai |
|
14. |
2020 |
23 -28 November |
International FDP on “Recent Advances in Computer Sciences and Allied Domains (RACSAD-II 2020) |
School of Engineering & Technology, Sharda University |
|
15. |
2020 |
28 November |
Webinar on “IOT–Industrial Perspective |
Bharati Vidyapeeth’s Institute of Computer Applications, New Delhi , IEEE , AICTE |
|
16. |
2020 |
11 July |
Webinar on “Data Science for Organizational Performance”, organized by on |
O.P. Jindal University and IEEE Bombay Section |
|
17. |
2020 |
8 July |
Webinar on “Accreditation and Quality of Engineering Education in South Asia” |
IEEE – ABET |
|
18. |
2020 |
6 -10 July |
Online FDP on “Emerging Technologies for Education and Research in Industry 4.0” |
Bharati Vidyapeeth’s Institute of Computer Applications and Management (BVICAM), New Delhi, AICTE, IEEE |
International / National Conferences
|
S.NO |
Year |
Duration |
Details (Presented Paper / Participated) |
|
1. |
2024 |
November 22-24 |
Participated (International) |
|
2. |
2024 |
June 14-15 |
Presented (International) |
|
3. |
2024 |
January 05-06 |
Presented (International) |
|
4. |
2021 |
July 26 -27 |
Presented (National) |
|
5. |
2020 |
November 20 |
Presented (National) |
|
6. |
2020 |
January 30-31 |
Presented (International) |
Certification Courses
|
S. No
|
Year (Month) |
Name of Programme |
Name of Course |
|
1 |
2024 (February) |
AICTE Recognized Faculty Development Programme on AI/ML and Data Science for Industry 4.0 |
AI/ML and Data Science for Industry 4.0 |
|
2 |
2023 (October) |
AICTE sponsored DATA SCIENCE INTERNSHIP |
DATA SCIENCE |
|
3 |
2022 (October) |
An online training on Deep Learning |
Internshala Training Program |
|
4 |
07-02-2021 to 17-05-2022 |
Training on “Machine Learning” |
Internshala Training Program |
|
5 |
2021 (July) |
Scilab Training |
FDP on SCILab, BIT, Durg & Spoken Tutorial IIT Bombay |
Other Info.
Other Responsibilities:
|
From |
To |
Administrative Position |
|
August 2019 |
Till date |
IEEE Student Branch BIT Durg –Branch Counsellor |
|
August 2019 |
Till date |
IEEE CS IT – Faculty Advisor |
|
2020 |
Till date |
Internal Quality Assurance Cell (IQAC) BIT Durg - Member |
|
2014 |
2015 |
College Magazine - Professor Incharge |
|
2016 |
2017 |
College Magazine - Professor Incharge |
|
2016 |
2017 |
College Prospectus - Professor Incharge |
|
2020 |
2020 |
DRC Committee - Member |
|
2020 |
Till date |
Board of Studies ( Information Technology ) at BIT Durg (Autonomous) - Professor Member |
|
2020 |
2022 |
Professional Activities Club, BIT Durg Member |
|
2015 |
2016 |
Sports Committee - Professor Incharge |
|
2012 |
2014 |
Sports Committee - Professor Incharge |
|
2006 |
2012 |
Sports Committee (Girls) - Member |
Felowship/Awards/Other recognitions:
- Distinguished Woman in Science Award given by Venus International Foundation in Annual Women Meet(AWM) held in Chennai, March 2018