Faculty

Meenakshi is an Assistant Professor at BML Munjal University. She has completed her Ph.D. in Deep Learning and Machine Learning from a MDU, Rohtak.Her research interests are in the field of Deep Learning and Machine Learning, where she excels in merging theory and practice to deliver high-impact research results. Her portfolio includes publications in esteemed conferences and journals, showcasing her innovation and ability to generate novel ideas, technical papers, and patents.

• Meenakshi Malik, Rainu Nandal, Surjeet Dalal, Vivek Jalglan, Dac-Nhuong Le,” Driving Pattern Profiling and Classification Using Deep Learning”, Intelligent Automation & Soft Computing, Tech Science Press (SCIE) Vol.28, No.3, 2021, pp.887-906, doi:10.32604/iasc.2021.016272, Impact Factor: 1.276, ISSN: 2326-005X.
• Meenakshi Malik, Rainu Nandal, Surjeet Dalal, Vivek Jalglan, Dac-Nhuong Le,” Deriving Driver Behavioral Pattern Analysis and Performance Using Neural Network Approaches”, Intelligent Automation & Soft Computing, Tech Science Press (SCIE) , 32(1), 87–99. Impact Factor: 1.276
• Meenakshi Malik; Malik, M., Nandal, R., Dalal, S., Maan, U., & Le, D. N. An efficient driver behavioral pattern analysis based on fuzzy logical feature selection and classification in big data analysis. Journal of Intelligent & Fuzzy Systems, (Preprint), 1-10.
• Meenakshi Malik, Nandal, R., Singh, Y., Barak, D. D., & Kumar, Y. P. (2022). A Metaheuristic Approach to Map Driving Pattern for Analyzing Driver Behavior Using Big Data Bhatt, A., Alam, T., Rane, K. P., Nandal, R., Malik, M., Neware, R., & Goel, S. (2021). QuantumInspired Meta-heuristic Algorithms with Deep Learning for Facial Expression Recognition under Varying Yaw Angles. International Journal of Modern Physics C (SCIE), Impact Factor: 1.176, ISSN (online): 1793-6586.
• Meenakshi Malik, Yashpal Singh, Puneet Garg and Swati Gupta,” Deep Learning in Healthcare system”, International Journal of Grid and Distributed Computing (SERSC) (ESCI), Vol. 13, No. 2, (2020), pp. 469- 468, ISSN: 2005-4262.
• Meenakshi Malik, “Quantum- Inspired Firefly Algorithm Integrated with Cuckoo Search for Optimal Path Planning”, World Scientific(SCI), International Journal of Modern Physics C, Impact Factor: 1.176, ISSN (online): 1793-6586.
• Dalal, S., Dahiya, N., Seth, B., Jaglan, V., Malik, M., Surbhi, S., … & Hu, Y. C. (2021). Adaptive Traffic Routing Practice for Load Balance and Congestion Control in AdHoc Network in Cloud-MANET., Soft Computing, Impact Factor: 3.643
• Meenakshi, Rainu, Kamaldeep Joshi, “OBD: Automobile Technology – An Answer to Environment, Road and Vehicle Safety”, Journal of Advanced Research in Dynamical and Control System, vol- 12, issue 06, pp.30-41 -Special Issue, ISSN: 1943-023X, DOI: 10.5373/JARDCS/V12SP6/SP20201004
• Meenakshi, Rainu Nandal,” A literature review: big data and association rule mining”. International Journal of Engineering & Technology, 7 (2.7) (2018) 948-951, ISSN: 2227-524XDOI:10.14419/ijet.v7i2.7.11431
• Malik, M., Nandal, R., Maan, U., & Prabhu, L. (2022). Enhancement in identification of unsafe driving behaviour by blending machine learning and sensors. International Journal of System Assurance Engineering and Management, 1-10.

Case Studies

PATENTS

1. Title: Driver Alcohol Level and Sleeping Status Accident Place Detection and Notification System using Machine Learning and Deep Learning Programming – Published under Office of Controller General of Patents Design and Trademarks, Government of India on March 26, 2021. Application No: 202111008302

2. Title: AI based Social Utility Waste Bin – Patent number: 2021105270, Australian Patent, Status: Granted on October 27, 2021

3. Title: Smart IOT enabled cloth stand for Balcony – Published under Office of Controller General of Patents Design and Trademarks, Government of India on May 27,2022. Application No: 202211029308

4. Title Blockchain based system for optimized vehicle insurance claim and settlement process using IOT sensor – Published under Office of Controller General of Patents Design and Trademarks, Government of India on December 09, 2022.  Application No.202211069056 A

5. Title Method for performing artificial intelligence/natural language processing-based punctuation correction – Published under Office of Controller General of Patents Design and Trademarks, Government of India on February 17, 2023.  Application No.202311008613 A

AWARDS

• Appreciation award for best thesis
• Best Project award at IIM Bangalore; Project title: “Intelilearno: AI-Enhanced Educational Platform for Multilingual Content Conversion and Interaction”
• UGC-NET Qualified National Eligibility Test (NET) in June – 2015, conducted by UGC, India.