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Mummaneni Sobhana

Observed names: Dr M Sobhana, Dr. M. Sobhana, M Sobhana, M. Sobhana, M.Sobhana, Sobhana M, Sobhana Mummaneni
ORCID: 0000-0001-5938-5740
Observed ORCID: 0000-0001-5938-5740
OpenAlex ID: A5018729307
Quantum inspired meta-heuristic approach for optimization of genetic algorithm
2021 · Vithya Ganesan, M. Sobhana, et al. · Computers & Electrical Engineering · 55
KRISHI RAKSHAN - A Machine Learning based New Recommendation System to the Farmer
2022 · D. N. V. S. L. S. Indira, M. Sobhana, et al. · International Conference on Intelligent Computing and Control Systems (ICICCS) · 21
Anomaly-based network intrusion detection with ensemble classifiers and meta-heuristic scale (ECMHS) in traffic flow streams
2020 · Durga Bhavani Dasari, Gayathri Edamadaka, et al. · Journal of Ambient Intelligence and Humanized Computing · 15
A disaster classification application using convolutional neural network by performing data augmentation
2022 · Mummaneni Sobhana, Smitha Chowdary Chaparala, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 13
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Attendance Monitoring System Design Based on Face Segmentation and Recognition
2022 · Valaparla Rohini, Mummaneni Sobhana, et al. · Recent Patents on Engineering · 13
Deep learning-based mobile application for nutrient deficiency identification of rice plants using ADAM Optimizer
2022 · Vallabhaneni Raga Sindhuja, M Sobhana, et al. · IEEE Delhi Section Conference (DELCON) · 11
Deep Ensemble Mobile Application for Recommendation of Fertilizer Based on Nutrient Deficiency in Rice Plants Using Transfer Learning Models
2022 · Sobhana M, Raga Sindhuja Vallabhaneni, et al. · International Journal of Interactive Mobile Technologies (iJIM) · 9
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Breast Cancer Prediction by Ensembling Machine Learning Algorithms and Explainable AI
2024 · M Sobhana, Anil Kumar Palaketi, et al. · International Conference for Innovation in Technology (INOCON) · 8
Smart Campus Bus Tracking Alert System Using Real-Time GPS
2023 · M. Sobhana, T. Revanth Chowdary, et al. · International Conference on Advanced Computing and Communication Systems (ICACCS) · 8
IoT-Driven Air Quality Monitoring and Predictive Analysis with Explainable AI
2025 · M.Sobhana, Lalitha Devi Katakam, et al. · International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV) · 6
Enhancing Crop Health Through Digital Twin for Disease Monitoring and Nutrient Balance
2024 · Sobhana Mummaneni, Tribhuvana Sree Sappa, et al. · Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska · 6
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CROPUP – A Crop Yield Prediction and Recommendation System with Geographical Data using DNN and XGBoost
2022 · Sobhana M, Smitha Chowdary Ch, et al. · International Journal on Recent and Innovation Trends in Computing and Communication · 6
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Deep Residual Convolutional Neural Network Based Detection of Covid-19 from Chest-X-Ray Images
2021 · Valaparla Rohini, M. Sobhana, et al. · Lecture notes in networks and systems · 6
A Comprehensive Study: Intracranial Aneurysm Detection Via Vgg16-densenet Hybrid Deep Learning on Dsa Images
2024 · Sobhana Mummaneni, Sasi Tilak Ravi, et al. · Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska · 4
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A Hybrid Machine Learning Approach for Performing Predictive Analytics on Road Accidents
2022 · M. Sobhana, Vemulapalli Krishna Rohith, et al. · International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS) · 4
Urban Traffic Crash Analysis Using Deep Learning Techniques
2023 · Mummaneni Sobhana, Nihitha Vemulapalli, et al. · Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska · 3
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Estimation of RUL for Aircraft Engine Using LSTM
2023 · M. Sobhana, Srikar Ravi, et al. · International Conference on Smart Electronics and Communication (ICOSEC) · 3
Cross-Layer Optimization for Wireless Systems Using Computer Vision Methods
2023 · D. N. V. S. L. S. Indira, M. Sobhana, et al. · Wireless Communications and Mobile Computing · 3
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Predicting Power Consumption of Individual Household using Machine Learning Algorithms
2023 · Sobhana M, Smitha Chowdary Ch, et al. · International Journal on Recent and Innovation Trends in Computing and Communication · 3
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Improved Reliability Prediction in Engineering Systems Based on Artificial Neural Network
2022 · M. Sobhana, Gajula Siva Sai Preethi, et al. · International Mobile and Embedded Technology Conference (MECON) · 3
Family Expenditure and Income Analysis using Machine Learning algorithms
2021 · Y. Bhavya Sri, Y. Sravani, et al. · International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE) · 3
Edge Computing for Brain Stroke Detection using Deep Learning Techniques
2025 · M. Sobhana, Ankoori Vasantha, et al. · International Conference on Expert Clouds and Applications (ICOECA) · 2
Optimized feature selection approaches for accident classification to enhance road safety
2024 · Mummaneni Sobhana, Gnana Siva Sai Venkatesh Mendu, et al. · IAES International Journal of Artificial Intelligence · 2
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A Comparitive Evaluation Of Custom CNN, Sequential CNN & Dense-Net Models to forecast Dementia
2023 · M. Sobhana, Kilaru Hindu, et al. · International Conference on Augmented Intelligence and Sustainable Systems (ICAISS) · 2
Detecting Urban Road Changes using Segmentation and Vector Analysis
2023 · M. Sobhana, Gudapati Satya Dinesh Kumar, et al. · Indonesian Journal of Electrical Engineering and Informatics (IJEEI) · 2
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Works count: 57
Citation count: 226
H-index: 8
I10-index: 6
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