Ph.D.: VIT-AP University, 2022
PG: M.Tech(CSE), Vignan’s Lara Institute of Technology, JNTUK, 2014.
UG: B.Tech (CSE),Vasireddy Venkatadri Institute of Technology, JNTUK, 2012.
Teaching Experience: 6 Years
Research Experience: 3 years
Contact Number: +91 9985150522
BVRITN Employee ID: 5097
AICTE ID: 1-3199444237
JNTUH Registration ID: 6454-160305-130424
- Remote Sensing
- Mobile ad hoc networks
- Deep Learning
- IAENG Member – 195119.
- Qualified in GATE-2017 with 92 percentile.
- Qualified in AP SET-2020.
- Harikiran, J., Chandana, B. S., Srinivasarao, B., Raviteja, B., & Reddy, T. S. (2023). “Software defect prediction based ensemble approach.”, Computer Systems Science and Engineering, 45(3), 2313-2331. doi:10.32604/csse.2023.029689 [SCIE]
- Sanjeevaiah K., Reddy, T. S., Karthik, S., Kumar, M., & Vivek D. (2023). “Content-Based Image Retrieval Using Hybrid Densenet121-Bilstm and Harris Hawks Optimization Algorithm”. International Journal of Software Innovation (IJSI), 11(1), 1-15. http://doi.org/10.4018/IJSI.315661. [Scopus, ESCI]3. Subba Reddy, Tatireddy, et al. “Hyperspectral Image Classification with Optimized Compressed Synergic Deep Convolution Neural Network with Aquila Optimization.” Computational Intelligence and Neuroscience 2022 (2022). DOI: https://doi.org/10.1155/2022/6781740 [SCIE]
- Hajarathaiah, K.; Enduri, M.K.; Anamalamudi, S.; Subba Reddy, T.; Tokala, S. “Computing Influential Nodes Using the Nearest Neighborhood Trust Value and PageRank in Complex Networks”. Entropy2022, 24, 704. https://doi.org/10.3390/e24050704. [SCIE]
- S. Reddy and J. Harikiran, “DALF: An AI Enabled Adversarial Framework for Classification of Hyperspectral Images”, Indonesian Journal of Electrical Engineering and Informatics (IJEEI), Vol. 9, No. 4, December2021,pp.954-965 ISSN: 2089-3272, DOI: 10.52549/ijeei.v9i4.3339[ Scopus indexed ]
- S. Reddy and J. Harikiran, “A semi-supervised Cycle-GAN Neural Network for Hyperspectral Image Classification with Minimum Noise Fraction (MNF)”, Journal of Spectral Imaging. Vol 11, a2(2022). DOI: 10.1255/jsi.2022.a2 [Scopus Indexed].
- S. Reddy and J. Harikiran, “An outlook: Machine Learning in Hyperspectral Image Classification and Dimensionality Reduction Techniques”, J. Spectral Imaging 11, a1 (2022). DOI: 10.1255/jsi.2022.a1 [ Scopus indexed ]
- Subba Reddy, T., and J. Harikiran. “Hyperspectral Image Classification using Support Vector ” IAES International Journal of Artificial Intelligence, vol. 9, no. 4, 2020, pp. 684- 690. DOI:10.11591/ijai.v9.i4.pp684-690. [Scopus indexed]
- Hajarathaiah, , and T. S. Reddy. “Enhanced Energy Efficiency Algorithm for Query Results.” International Journal of Innovative Technology and Exploring Engineering, vol. 8, no. 6, 2019, pp. 1616-1618. [Scopus indexed ]
- Sudhakar, B. Smail, T. S. Reddy, S. Shitharth, D. R. Tripathi and M. Fahlevi, “Web User Profile Generation and Discovery Analysis using LSTM Architecture,” 2022 2nd International Conference on Technological Advancements in Computational Sciences (ICTACS), Tashkent, Uzbekistan, 2022, pp. 371-375, doi: 10.1109/ICTACS56270.2022.9988505. [Scopus Indexed].
- B.Saichandana, Dr.B.Srinivasa Rao, Dr.J.Harikiran, T.Subbareddy ” Gridding and Supervised Segmentation Method for DNA microarray Images”, ICCIDE 2020, Proceedings in Springer LNDECT. DOI: 10.1007/978-981-15-8767-2_8 [Scopus Indexed].
- Subba Reddy, Dr.J.Harikiran, Dr.B.Saichandana, “Multiobjective Genetic Algorithm for Hyperspectral Image Analysis”, SCI 2020, Proceedings in Springer Smart Innovation, Systems and Technologies. DOI: 10.1007/978-981-16-0878-0_61 [Scopus Indexed].
- Umar, Syed, N. Priya, P. Gayathri, T. Subba Reddy, and Azeem Mohammed Abdul. “Design of Jitter Spectral Shaping as Robust with various over Sampling Techniques in OFDM.” In Smart Computing and Informatics, pp. 641-647. Springer, Singapore, 2018. DOI: 10.1007/978-981-10- 5544-7_63 [Scopus Indexed].
- Successfully completed a course “Programming in Java” during July-Oct 2022 with 94%- Gold (Top 1%).
- Successfully completed a course “Deep Learning “ during Jan-Apr 2020 with 75% – Silver + Elite
- Successfully completed a course “Problem Solving through programming in C” during Jan-Apr 2019 with 79% – Silver + Elite (Top 5%).
- Successfully completed a course “Programming, Data Structures and Algorithms using Python” during Jan-Apr 2018 with 65% – Elite.
- Nasscom Python – Coding Ninja’s.
- Python Data Structures –
- Image Classification with CNNs using Keras –
- Sequence Models-
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization-
- Convolutional Neural Network-
- Structuring Machine Learning Projects-
- Neural Networks and Deep Learning –
- Data Visualization– Coursera.
- Algorithmic Toolbox –
- Attended 5-day summer workshop on “Recent Algorithms for Remote Sensing Applications” by NITK Surathkal from 12th July to 16th July 2022.
- Attended 5-day Faculty development Programme on “Deep Learning for Real time research Applications” conducted by Gudlavalleru Engineering College in association with NIT-Warangal from 3rd January to 7th January 2022.
- Attended 5-day Faculty development Programme on “Hands on training on Python Programming” , conducted by VIT-AP University 26th July to 31st July 2021.
- Attended 20 days workshop on “AI and Deep Learning”, organized by 360DigiTMG from 1St july to 28th July 2020.
- Attended one week Faculty Development Programme on “Artificial Intelligence and Machine Learning” organized by MNIT Jaipur at NEC, Narasaraopeta during 17th Dec to 21st Dec 2018.
- Attended 2-day workshop on Artificial Intelligence & Deep Learning held at NEC, Narasaraopet conducted by Learningindia.ai, Bennett University during 23rd Nov to 24th Nov 2018.
- Attended One week short-term course on Outcome Based Curriculum through ICT organised by NITTTR, Chandigarh at NEC, Narasaraopeta during 25th June to 29th June 2018.
- Attended 5-day Faculty Improvement Program on Data Structures and Algorithms workshop at MITS Madanapalle from 28th may to 1st June 2018.
- Attended One week short-term course on wireless & Mobile communication through ICT organised by NITTTR, Chandigarh at NEC, Narasaraopeta during 30th Oct to 3rd Nov 2017.
- Attended One week short-term course on Cloud computing through ICT organised by NITTTR, Chandigarh at NEC, Narasaraopeta during 23rd Oct to 27th Oct 2017.
- Attended 12 day training on Java Springs Framework by Hebeon Technologies, Hyderabad organized at NEC, Narasaraopeta from 29-05-2017 to 09-06-2017.
- Attended one week workshop on Cyber Crime & forensic tools through ICT at NIT, Narasaraopeta from 06-02-2017 to 10-02-2017.
- Attended One week short-term course on Multimedia Tools & Utilities through ICT organized by NITTTR, Chandigarh at NEC, Narasaraopeta during 27th Mar to 31st Mar 2017.
