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Dr. Shivani Bali is a Professor of Business Analytics at India's best MBA College in Noida named Jaipuria Institute of Management in Uttar Pradesh. With over 20 years of experience, her journey in Data Analytics encompasses teaching, training, and consultancy. Dr. Shivani holds M.Sc. and Ph.D. degrees in Operational Research from the University of Delhi, India.

Her teaching philosophy centers on practical application, ensuring learners can directly apply what they learn to real-world scenarios. She teaches courses on statistics, data science, python for business analytics, machine learning, artificial intelligence, and generative AI. She has also delivered guest sessions at some of the leading academic institutions, including the Faculty of Management Studies (FMS, Delhi University), Indian Institute of Foreign Trade (IIFT, Delhi), National Institute of Technical Teachers Training and Research (NITTTR, Chandigarh), and National Statistical Systems Training Academy (NSSTA), Ministry of Statistics. She is also a corporate trainer and conducted training for various companies, including IndiaMart, RITES, Indraprastha Gas Limited, Indian Oil Corporations Ltd., and KRIBHCO, to name a few.

She has published research articles in many reputed journals indexed in SCI/ WoS/Scopus and has authored two academic and three edited books. Her area of research interest includes supply chain and emerging technologies. She also has two Patents granted in her name by the Government of India.

Ph. D., M. Sc. (Operational Research), University of Delhi, MBA (Information Technology)

Academic: More than 20 years

Achievements and Awards:

Award: Best Professor in Operations Management
Venue: 11th Innovative Education Leadership Award sponsored by Daily News Analysis (DNA) and Stars of the Industry Group at Taj Lands End, Mumbai, India
Date: Feb 16, 2019

Award: Green ThinkerZ Outstanding Educator Award - Data Analytics, Data Science
Venue: 3rd International Convention on Interdisciplinary Research for Sustainable Development (IRSD) at Confederation of Indian Industry (CII), Chandigarh
Date: April 5, 2019

Awarded Certificate for: Outstanding Contribution in Reviewing for Journal of Applied Soft Computing
Issued by: Elsevier
Date: Nov. 2018

Papers Published in Peer Reviewed Journals (ABDC, SCOPUS, and WoS)

Arora, S., Mittal, R., Shrivastava, A.K., & Bali, S. (2024). Blockchain-based deep learning in IoT, healthcare and cryptocurrency price prediction: A comprehensive review. International Journal of Quality & Reliability Management. Ahead of print. https://doi.org/10.1108/IJQRM-12-2022-0373

Joshi, N., Khanna, T., Bali, V., & Bali, S. (2024). NBSOC framework for team structure to develop blockchain-based applications. International Journal of Industrial and Systems Engineering, 46(1), 126-149. DOI: 10.1504/IJISE.2024.135832

Bali, V., Bali, S., Gaur, D., Rani, S., & Kumar, R. (2023). Commercial-off-the-shelf vendor selection: A multi-criteria decision-making approach using intuitionistic fuzzy sets and TOPSIS. Operational Research in Engineering Sciences: Theory and Applications, 6, 2620-1747. 10.31181/oresta010223001b

Bali, S., Gunasekaran, A., Aggarwal, S., Tyagi, B., & Bali, V. (2022). A strategic decision-making framework for sustainable reverse operations. Journal of Cleaner Production, 381(Part 1), 135058. https://doi.org/10.1016/j.jclepro.2022.135058

Juneja, S., Dhankhar, A., Juneja, A., & Bali, S. (2022). An approach to DNA sequence classification through machine learning: DNA sequencing, K mer counting, thresholding, sequence analysis. International Journal of Reliable and Quality E-Healthcare (IJRQEH), 11(2), 1-15. https://doi.org/10.4018/IJRQEH.299963

Bali, S., Bali, V., Mohanty, R. P., & Gaur, D. (2023). Analysis of critical success factors for blockchain technology implementation in healthcare sector. Benchmarking: An International Journal, 30(4), 1367-1399. https://doi.org/10.1108/BIJ-07-2021-0433

Shyla, S., Bhatnagar, V., Bali, V., & Bali, S. (2022). Optimization of intrusion detection systems determined by ameliorated HNADAM-SGD algorithm. Electronics, 11(4), 507. https://doi.org/10.3390/electronics11040507

Chaudhary, K., Bali, S., & Mehta, S. (2021). Optimal promotional effort policy for innovation diffusion model in a fuzzy environment. Special issue on pragmatic approaches of software engineering for big data analytics, applications and development, 13(1), 142-161. 10.22059/JITM.2021.80029

Kaur, J., Arora, V. & Bali, S. Influence of technological advances and change in marketing strategies using analytics in retail industry. International Journal of System Assurance Engineering Management 11, 953–961 (2020). https://doi.org/10.1007/s13198-020-01023-5

Edited Books

Bali, S., Aggarwal, S., & Sharma, S. (Eds.). (2022). Industry 4.0 technologies for business excellence: Frameworks, practices, and applications. CRC Press, Taylor & Francis Group. ISBN: 978-0-367-69117-2

Bali, V., Bhatnagar, V., Aggarwal, D., Bali, S., & Divan, M.J. (Eds.). (2022). Cyber physical, IoT, and autonomous systems in industry 4.0. CRC Press, Taylor & Francis Group. ISBN: 978-0-367-70515-2

Book Chapters

Gupta, M., Semwal, S., & Bali, S. (2021). Financial portfolio optimization: An AI based decision making approach. In V. Bali, K. Banerjee, N. Kumar, S. Gour, & S. K. Chawla (Eds.), Industry 4.0, AI, and Data Science: Research Trends and Challenges. CRC Press, Taylor & Francis Group. eISBN: 9781003097181

Bali, V., Bali, S., & Singhania, G. (2020). Project estimation and scheduling using computational intelligence. In A. Bansal, A. Jain, S. Jain, V. Jain, & A. Choudhary (Eds.), Computational Intelligence Techniques and Their Applications to Software Engineering Problems. CRC Press, Taylor & Francis Group. eISBN: 9781003079996

Bali, V., Bali, S., & Madan, S. (2019). IFSOM: A two-phase framework for COTS evaluation and selection. In C. Krishna, M. Dutta, & R. Kumar (Eds.), Proceedings of the 2nd International Conference on Communication, Computing and Networking. Lecture Notes in Networks and Systems, 46. Springer, Singapore. eISBN: 978-981-13-1217-5

Conference Papers

Taneja M., Bali S. (2023). Circular Supply Chain Management and Industry 5.0: Ensuring Sustainability Present & Future. International Management Conference on Sustainability, Equity, Entrepreneurship & Digital Strategies (SEEDS2023), Jaipuria Institute of Management, Noida in collaboration with Middlesex University, Dubai, Jaipuria Institute of Management, Noida, UP, [8-9 December 2023]

Gaur D., Chaudhary, K., Bali S., Kumar V. (2023). An Optimal Control Model for Determining Optimal Advertising Policy Considering a Budget Constraint. 6th International Conference on Mathematical Techniques in Engineering Applications (ICMTEA2023), Graphic Era Hill University, Dehradun, Uttarakhand, [1-2 December 2023]

Mehta, S., Chaudhary, K., Bali S. (2021).  Optimal Promotional Effort and Pricing Policies for a Multiple Item Innovation Diffusion Model involving Fuzzy Parameters. 11th Annual International Conference on Industrial Engineering and Operations Management, IEOM 2021, Virtual, [7-11 March 2021]

Jain T., Bali S. (2020). Probability of Default Estimation using Machine Learning. Paper presented at National Conference on Machine Learning and Artificial Intelligence. Lal Bahadur Shastri Institute of Management in association with Analytics Society of India, DCAL-IIM-Bangalore, Karnataka [1 February 2020]

Kaur Jasmine, Arora Vernika, Bali S. (2019). Influence of Technological Advances and Change in Marketing Strategies using Analytics in Retail Industry. International Conference on Recent Trends in Engineering, Technology and Business Management (ICRTETBM 2019), Amity University, Noida, Uttar Pradesh [20-22 February 2019]