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Author

S. G. Sumana

Observed names: S G Sumana, S.G. Sumana, Sg Sumana, Sumana S, Sumana S G, Sumana SG, Sumana Sg
ORCID: 0009-0009-9587-1119
Observed ORCID: 0009-0009-9587-1119
OpenAlex ID: A5060180222
Advancing towards 6G Innovations, Challenges and Future Prospects
2025 · Sandhya Madhuri Gade, S. G. Sumana, et al. · Advances in wireless technologies and telecommunication book series · 4
An Integrated Arduino Solution for Comprehensive Gas Leak Detection and Response
2024 · Rekha R Nair, Tina Babu, et al. · International Conference on Signal Processing, Communication, Power and Embedded System (SCOPES) · 4
Complex Facial Expression Analysis and Recognition using Deep Networks
2024 · Sumana SG, Manjula Yerva, et al. · International Conference on Inventive Computation Technologies (ICICT) · 4
Reinforcement Learning Models for Autonomous Decision Making in Sensor Systems
2024 · Ramu K, Sanjay Kumar Suman, et al. · 3
Emotion Prediction Based on Real-Time Crowd Analysis Using Deep Network
2024 · L. Monish, S. G. Shaila, et al. · Lecture notes in networks and systems · 3
Modern Artificial Intelligence-An Overview
2023 · Arunagiri G, Sumana S · Journal of Artificial Intelligence and Capsule Networks · 3
Data-driven optimization for cafe revenue enhancement: A comprehensive analysis and strategy development
2025 · Rekha R Nair, Tina Babu, et al. · CRC Press eBooks · 1
Improving Alpha-Beta Pruning Efficiency in Chess Engines
2025 · Rekha R Nair, Tina Babu, et al. · International Conference on IT Innovation and Knowledge Discovery (ITIKD) · 1
Rainfall Forecast Based Predictive Analytics Model Using Machine Learning
2023 · L. Monish, S. G. Shaila, et al. · Advances in computer science research · 1
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Multi‐Modal Emotion Detection System
2026 · L. Monish, S.G. Shaila, et al.
Natural Language Processing for Sentiment and Emotion Analysis – AI‐Driven Methods for Detecting the Emotions in Text, Chatbots, and Social Media
2026 · S.G. Shaila, L. Monish, et al.
Deep Learning for Emotion Recognition – CNNs, RNNs, Transformers, and Self‐Supervised Learning Techniques
2026 · D. Shivamma, S.G. Shaila, et al.
Emotion Recognition Techniques
2026 · L. Monish, S.G. Shaila, et al.
Affective AI in Healthcare and Mental Health – AI‐Driven Emotion Detection for Diagnosing Depression, Anxiety, and Autism Spectrum Disorders
2026 · D. Shivamma, S.G. Shaila, et al.
An Adaptive LSB-Based Video Steganography Framework with Blockchain-Enabled Verification for Secure Multimedia Communication
2026 · S. G. Sumana, T. M. Rajesh, et al. · Engineering Technology & Applied Science Research
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An IoT-driven emergency medical service vehicle detection system using WaveResNet and YOLOv8 for real time traffic management
2026 · S. G. Shaila, U. Pavan Kumar, et al. · AIP conference proceedings
Mobile net-based driver drowsiness detection and monitoring system
2026 · S. G. Shaila, U. Pavan Kumar, et al. · AIP conference proceedings
Piezoelectric sensor based apnea disorder prediction using IoT monitoring system
2026 · L. Monish, T. M. Rajesh, et al. · AIP conference proceedings
A Multi-Modal Deep Learning Framework For IVF Outcome Prediction Using Clinical, Demographic and Embryo Imaging Data
2025 · R Haripriya, K. Sumangala, et al.
Mpox Risk Forecasting: Integrating Neural Networks and Public Sentiment Analysis
2025 · Sumana SG, Monish L, et al.
Video Action Recognition based Human Behavioral Analysis using Deep 3D and R(2+1)D Convolutional Neural Networks
2025 · Sg Sumana, Tm Rajesh, et al. · International Conference on Intelligent Technologies (CONIT)
Speech Audio Analytics based Classification of Human Emotions using Machine Learning and Deep Learning Models
2025 · Shaila Sg, Monish L, et al.
Works count: 22
Citation count: 24
H-index: 3
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