Dr. Shiksha Dubey
Biography
Education
- Doctorate in Computer Application from VJTI, Mumbai
- State Level Eligibility Test (SLET) qualified in Computer Applications, Pune University
- Merit Award in 2016 for achieving 100% result in the subject taught
Teaching
Current Courses
- Robotic Process Automation
Advanced Web Technologies
Previous Courses
- Coding: Python, R, SQL, XML/XSL, LaTeX
- Databases: SQL, SQLite
- Web Dev: HTML, CSS
- Miscellaneous: Academic research, teaching, training, consultation, LaTeX typesetting and publishing.
Publication
Journal Articles
- ALOK DUBEY, S., KHARKAR, P. S., & PANDIT, A. A. (2024). NEURAL NETWORK-BASED ADVERSE DRUG REACTION PREDICTION USING MOLECULAR SUBSTRUCTURE ANALYSES. International Journal of Applied Pharmaceutics, 16(2). https://doi.org/10.22159/ijap.2024v16i2.49936
- D. S. Alok and P. A. A, “A comprehensive review and application of interpretable deep learning model for ADR prediction,” International Journal of Advanced Computer Science and Applications, vol. 13, no. 9, 2022.
- S. Dubey, P. Mishra, S. Maitra, “Heart Disease prediction based on optimized machine learning algorithms”; Indian Journal of Technical Education(under review).
Conference Proceedings
- P. A. A and D. S. A, “A comprehensive review on adverse drug reactions (ADRs) detection and prediction models,” in 2021 13th International Conference on Computational Intelligence and Communication Networks (CICN), IEEE, 2021, pp. 123–127.
- P. A. A, P. Bhakti, and D. Shiksha, “A comprehensive review on unsupervised feature selection algorithms,” in International Conference on Intelligent Computing and Smart Communication 2019: Proceedings of ICSC 2019, Springer, 2019, pp. 255–266.
Certifications
- Certified in Machine Learning Course (Stanford University, 2018)
- Certified in Machine Learning Course (IWSA – Indian Women Scientist Association, Vashi, 2020)
- Certified in Deep Learning Course (VJTI, Mumbai, 2020)
- Various Coursera certifications in Data Science, Python, and Healthcare
- Certified in various programming and database languages from Saint Angelos Programming Institute
- Participated in IEEE Xplore Training organized by VJTI in 2021