Publications
International Journals
DA Reddy, Swarup Roy*, S Kumar, and R Tripathi, "Enhanced U-Net Segmentation with Ensemble Convolutional Neural Network for Automated Skin Disease Classification", Knowledge and Information Systems (Springer), Vol. No., (2023). [IF 2.5]
"Study and Analysis of Various Big Data Analytics Tools for Data Processing " Grenze International Journal of Engineering and Technology, Jan Issue 2022
"Determinants of Entrepreneurial Intention analysis Among College Students in Covid 19 Time Using Deep Learning Technology” International Journal of Aquatic Science, Volume-12, Issue2,2021.
"Prediction Of Rainfall in India to Increase Agricultural Productivity Implemented in Hadoop", International Journal of Advanced Science and Technology Vol. 29, No. 9s, (2020), pp. 7433-7442 .
“Crop Recommendation System to Maximize Crop Yield in Ramtek region using Machine Learning” 2019 IJSRST, Volume 6, Issue 1 ISSN: 2395-6011.
“Importing Data from MySQL to Hadoop Using Sqoop”, (ACST) ISSN 0973-6107 Volume 10, Number 9 (2017) pp. 2835-28.
International Conf. Proceedings
DA Reddy, S Roy, S Kumar, R Tripathi, "Ensembling Transfer Learning Frameworks for Effective Lightweight Skin Disease Detection", In Proc. IEEE Intl Conf Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI-2023), IEEE, India, 2023
DA Reddy, S Roy, S Kumar, R Tripathi, "Improved Fuzzy Based Segmentation with Hybrid Classification for Skin Disease Detection", In Proc. Intl Conf on Machine Learning and Data Engineering (ICMLDE-2023), Elsevier-Procedia Comp Sc. , India, 2023.
DA Reddy, S Roy, S Kumar, R Tripathi, "A Scheme for Effective Skin Disease Detection using Optimized Region Growing Segmentation and Autoencoder based Classification", In Proc. Intl Conf on Machine Learning and Data Engineering (ICMLDE-2022), Elsevier-Procedia Comp Sc. , India, 2022.
DA Reddy, S Roy, et al. “Handling Uncertainty with Fuzzy Lesion Segmentation Improves the Classification Accuracy of Skin Diseases using Deep Convolutional Networks”, In Proc. 2nd IEEE IAS Intl Conf on Computational Performance Evaluation (ComPE-2021), IEEE, India, 2021.