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Soumyalatha Naveen

ORCID: 0000-0001-9552-3047
Observed ORCID: 0000-0001-9552-3047
OpenAlex ID: A5015700903
Key Technologies and challenges in IoT Edge Computing
2019 · Soumyalatha Naveen, Manjunath R Kounte · International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) · 81
Low Latency Deep Learning Inference Model for Distributed Intelligent IoT Edge Clusters
2021 · Soumyalatha Naveen, Manjunath R. Kounte, et al. · IEEE Access · 55
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Optimized Convolutional Neural Network at the IoT edge for image detection using pruning and quantization
2024 · Soumyalatha Naveen, Manjunath R Kounte · Multimedia Tools and Applications · 33
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Ambulance route optimization in a mobile ambulance dispatch system using deep neural network (DNN)
2025 · C. Selvan, Basha H. Anwar, et al. · Scientific Reports · 21
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In Search of the Future Technologies: Fusion of Machine Learning, Fog and Edge Computing in the Internet of Things
2019 · Soumyalatha Naveen, Manjunath R. Kounte · Lecture notes on data engineering and communications technologies · 21
Memory optimization at Edge for Distributed Convolution Neural Network
2022 · Soumyalatha Naveen, Manjunath R. Kounte · Transactions on Emerging Telecommunications Technologies · 16
Air Quality Prediction Based on Decision Tree Using Machine Learning
2023 · Soumyalatha Naveen, M.S. Upamanyu, et al. · International Conference on Smart Systems for Applications in Electrical Sciences (ICSSES) · 14
A Review on Person Re-Identification Techniques and Its Analysis
2025 · C. Selvan, H. Anwar Basha, et al. · IEEE Access · 12
Machine Learning at Resource Constraint Edge Device Using Bonsai Algorithm
2020 · Soumyalatha Naveen, Manjunath R Kounte · International Conference on Advances in Electronics Computers and Communications · 11
Analysis of Principal Component Analysis Algorithm for Various Datasets
2022 · Soumyalatha Naveen, Av Omkar, et al. · International Conference on Futuristic Technologies (INCOFT) · 10
Prediction of Automobile MPG using Optimization Techniques
2021 · Lingampally Shalini, Soumyalatha Naveen, et al. · IEEE Madras Section Conference (MASCON) · 8
Compact optimized deep learning model for edge: a review
2023 · Soumyalatha Naveen, Manjunath R. Kounte · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 6
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Unveiling Traffic Patterns for Effective Traffic Management System
2023 · Yash M Dalal, Soumyalatha Naveen, et al. · International Conference on Networks, Multimedia and Information Technology (NMITCON) · 6
Player Rating Correlation Prediction Using Machine Learning
2021 · Shrilakshmi K, Soumyalatha Naveen, et al. · IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) · 6
A Comparative Study on Prediction of PM2.5 Level Using Optimization Techniques
2021 · Abhishek Kashyap, Soumyalatha Naveen, et al. · IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) · 5
Edge Computing: The Future Era of Cloud Computing-A Review
2025 · Madhura K, Ankur Mahida, et al. · International Conference on Inventive Computing and Informatics (ICICI) · 3
Enhancing Disease Diagnosis: Statistical Analysis of Haematological Parameters in Sickle Cell Patients, Integrating Predictive Analytics
2024 · Bhawna Dash, Soumyalatha Naveen, et al. · EAI Endorsed Transactions on Pervasive Health and Technology · 3
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Crop Yield Prediction of Cotton Using Optimization Technique
2023 · Prathiksha S V, Spandana N Raj, et al. · International Conference on Smart Systems for Applications in Electrical Sciences (ICSSES) · 3
Distributing the Cloud into Fog and Edge: New Weather in IoT Based Deep Learning
2022 · Soumyalatha Naveen, Manjunath R. Kounte · Lecture notes in networks and systems · 2
A Stacked Ensemble Model for Accurate Wildfire Prediction Using Meteorological Data and Bayesian Optimization
2025 · Keerthana R, Nishant Mishra, et al. · International Conference on Emerging Technologies in Computing and Communication (ETCC) · 1
Low-Cost Solution for Vehicle Collision Avoidance for Smart and Safe Transportation
2024 · U Chiraag, Soumyalatha Naveen · IEEE Conference on Engineering Informatics (ICEI) · 1
Video-based Hand Gesture Recognition using Random Forest for Sign Language Interpretation
2024 · J Himasree, Jeevitha P L, et al. · Asia Pacific Conference on Innovation in Technology (APCIT) · 1
Smart automated parking system using RFID
2024 · Sanketh, P. Rithvik Reddy, et al. · AIP conference proceedings · 1
Comparative Analysis of Datamining Algorithms for Heartbeat Level Prediction
2023 · Shaik Sayeed Ahamed, Lodi Muhammad Adnan Khan, et al. · IEEE North Karnataka Subsection Flagship International Conference (NKCon) · 1
Efficient CNN Based Sign Language Recognition System Using Optimization Technique
2023 · Manukumaar O G, Soumyalatha Naveen, et al. · International Conference on Networks, Multimedia and Information Technology (NMITCON) · 1
Works count: 36
Citation count: 323
H-index: 10
I10-index: 10
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