Renuka Herakal

Assistant Professor

Department of Computer Science Engineering

GITAM School of Technology

Bengaluru

Education

Ph. D.

rherakal@gitam.edu

Social Media

Google Scholar Scopus

Scopus

ORCiD

Dr. Renuka R. Patil (Herakal) has completed her B.E, M.Tech and Ph.D. in CSE & ISE from VTU in the domain of Artificial intelligence for Wireless Sensor Networks. Also, she has completed her postgraduate Graduate Diploma course on Machine Learning and Artificial Intelligence from IIIT-Bangalore in January 2020. She is currently working as Assistant Professor in the Dept. of CSE, GITAM School of Technologies (GST), GITAM-University.

Research Publications

Forecasting PM2.5 Concentration Using Gradient-Boosted Regression Tree with CNN Learning Model, SSN 1060-992X, Optical Memory and Neural Networks, 2024, Vol. 33, No. 1, pp. 86–96. © Allerton Press, Inc., 2024.
Wheat leaf disease classification using modified ResNet50 convolutional neural network model
Effective Crude Oil Prediction Using CHS-EMD Decomposition and PS-RNN Model
D-Resnet: deep residual neural network for exploration, identification, and classification of beach sand minerals
RFFE – Random Forest Fuzzy Entropy for the classification of Diabetes Mellitus

Ongoing Research Projects

Software Defined Vehicles - MURTI Project - An Engineering discipline that focuses on designing and validating the correctness of systems.

Expertise

Wireless Sensor Networks (Dynamic Node Deployment)
Artificial Intelligence and Machine Learning
Cloud Computing
Embedded Systems