Someswari Perla
VIDWAN ID: 289368

Mrs Someswari Perla

Female Master of Technology
Assistant Professor | Department of CSE-Artificial Intelligence & Data Science
GMR Institute of Technology
Andhra Pradesh
Expertise: Computer Science Artificial Intelligence
18 Publications
0 Projects
40 Scopus Citations
32 CrossRef
15 Years 1 Month Total Experience
Publications
18 Total
Articles
8
Proceedings
10
Activity

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Scopus Scopus
40 Citations
3 h-index
CrossRef CrossRef
32 Citations
3 h-index
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Personal Details

Master of Technology
2012
N/A
Bachelor of Technology
2009
N/A
Assistant Professor
Oct 2017 – Present
GMR Institute of Technology | Department of CSE-Artificial Intelligence & Data Science
Assistant Professor
Jan 2013 – Oct 2017
Miracle Educational Society Group of Institutions, Miracle City, Bhogapuram Mandal PIN-535216, (CC-6C)
Assistant Professor
Jan 2013 – Oct 2017
Miracle Educational Society Group of Institutions, Miracle City, Bhogapuram Mandal PIN-535216, (CC-6C)
Assistant Professor
Jul 2009 – Nov 2010
Sri Sivani Institute of Technology, Chilakalapalem Jn., Etcherla Mandal , PIN- 532402(CC-MN)
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Work

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Artificial Intelligence-Powered Smart System for Predictive Maintenance of Wind Turbines Using Vibration Data and Machine Learning Algorithms

Mustafa Eisa Misri Someswari Perla
- Application No. : 202541016894 A Filed : 26-02-2025
Published : 07-03-2025 Published

Scholarly Publications

Mitigating Data Bias and Errors Through Machine Unlearning for Accurate Human Skin Disease Prediction

Conference Paper
Year: 2026. Volume: 2819 CCIS , Pages: 77-87 .
Authors: Balajee Maram; Someswari Perla; D. Nagaraju; V. E. Sathishkumar; Vaggi Ramya

A survey of using data mining techniques for soil fertility

Journal Article
Year: 2018. Volume: 7 , Pages: 917-918 .

Implementation of Autonomous Cars using Machine Learning

Conference Paper
Year: 2022. Pages: 1444-1451 .
Authors: Someswari Perla; Naga Nimesh K; Srinidhi Potta

A hybrid neural network and optimization algorithm for forecasting and trend detection of Forex market indices

Open Access
Journal Article
Decision Analytics Journal. Year: 2023. Volume: 6 .
Authors: Someswari Perla; Ranjeeta Bisoi; P.K. Dash

Optimizing Tomato Leaf Disease Detection through Transfer Learning and Model Compression: A Comprehensive Survey

Conference Paper
Year: 2024. Pages: 529-532 .
Authors: G.Uma Devi; Nagendar Yamsani; Someswari Perla; Balajee Maram; Rohan Raj Maram; Pinnamraju Veeresh Kumar

A Hybrid Model of Deep Transfer Learning and Feature Fusion for Diabetic Retinopathy Classification and Grading

Conference Paper
Year: 2025. Volume: 1342 LNNS , Pages: 1-12 .
Authors: Someswari Perla; Balajee Maram; R. Creesy; Parul Datta; B. Sravanthi; Shaik Saidhbi

Short-term forecasting of electricity price using ensemble deep kernel based random vector functional link network

Journal Article
Applied Soft Computing. Year: 2025. Volume: 174 .
Authors: Someswari Perla; Ranjeeta Bisoi; P.K. Dash; A.K. Rout

Improved decomposition strategy based recurrent ensemble deep random vector functional link network for forecasting short-term electricity price

Open Access
Journal Article
Authors: Ranjeeta Bisoi; P.K. Dash; Someswari Perla
Showing 1 to 8 of 18 publications