amuddana@gitam.edu
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Akkalakshmi Muddana obtained her Ph.D. from Osmania University, Hyderabad. She is qualified in UGC NET. Published about seventy papers in Journals and Conferences. She authored a book on Python for Data Science , published by Springer Nature and Programming with Python by Ane Books Pvt Ltd.
Research Publications
- Optimization of autonomous vehicle speed control mechanisms using hybrid DDPG-SHAP-DRL-stochastic algorithm, Advances in Engineering Software, Vol 173, I , B 1-E 8
- Multi-class object detection system using hybrid convolutional neural network architecture, Multimedia Tools and Applications, Vol , I , B -E
- Accurate Brain Tumor Recognition Using Double-Weighted Feature Extraction Labelling Model with Priority Weighted Feature Selection, Traitement du Signal, Vol 38, I 5, B 1377-E 1383
- Data analysis with performance and privacy enhanced classification Journal of Intelligent Systems, Vol 32, I 1, B -E
- Artificial Intelligence for Disease Identification and Diagnosis Internet of Things, Vol , I , B 175-E 195
Expertise
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Data Science, Machine Learning
Authored Books
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1. Title: Python for Data Science, Authors : A.Lakshmi Muddana, Sandhya Vinayakam, Publisher: Springer Nature Link: https://link.springer.com/book/10.1007/978-3-031-52473-8
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2. Title : Programming with Python, Authors : Muddana A. Lakshmi, Sandhya Vinayakam, publisher : Ane Books Pvt Ltd
