Ramakrishnan Raman

Symbiosis International University — India

Engineering · Physical Sciences

7h-index158citations28works0.72yr avg
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Research Topics

Systems Engineering Methodologies and Applications(10), Complex Systems and Decision Making(6), Technology Assessment and Management(6), Fault Detection and Control Systems(3), Autonomous Vehicle Technology and Safety(3)

Publications28 total

Fuzzy Petri-Net-Based Risk Assessment Model for AI Adoption in SME Auto-Component Clusters
2025· 2 cited
Cloud-Enhanced Personalized Cardiopulmonary Rehabilitation Using Linear Regression
2025
Advanced Tunnel Inspections for Lighting and Electrical System Assessment with AI-Powered Drones and Cloud Technology
2025
AI-Driven Robotics and IoT for Advanced Precision Orchard Management
2025
Efficient Encryption Techniques for Secure Transmission of Dynamic Image
2025
Machine Learning for Automatic Speech Recognition
2024· 2 cited
Speed Violation Detection and Enforcement with CNN and IoT Integration
2023· 1 cited
Smart Biking: IoT-Connected Cycling Gear for Training and Safety
2023· 3 cited
Framework for Formal Verification of Machine Learning Based Complex System‐of‐Systems
Insight·2023· 46 citedOpen Access
Framework for Complex SoS Emergent Behavior Evolution Using Deep Reinforcement Learning
INCOSE International Symposium·2022· 5 cited
A Framework for Teaching Safety Critical Artificially Intelligent Control Systems to Undergrads
SAE technical papers on CD-ROM/SAE technical paper series·2022· 1 cited
Reinforcement Learning based System-of-Systems Approach for UAV Swarms Behavioral Evolution
2022 IEEE International Systems Conference (SysCon)·2022· 2 cited
Evolving Remote Sensing Applications as System-of-Systems
2021· 3 cited
Machine Learning Models for Aircraft Tail Performance & Degradation Predictions
2021 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)·2021· 1 cited
Framework for Formal Verification of Machine Learning Based Complex System‐of‐System
INCOSE International Symposium·2021· 10 cited
Reinforcement Learning for Emergent Behavior Evolution in Complex System-of-Systems
International Conference on Systems·2021· 2 cited
Does The Complex SoS Have Negative Emergent Behavior? Looking For Violations Formally
2021· 3 cited
Experiences in Machine Learning Models for Aircraft Fuel Flow and Drag Polar Predictions
Studies in computational intelligence·2021· 1 cited
Formal Validation of Emergent Behavior in a Machine Learning Based Collision Avoidance System
2020 IEEE International Systems Conference (SysCon)·2020· 8 cited
Decision learning framework for architecture design decisions of complex systems and system‐of‐systems
Systems Engineering·2019· 18 cited
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Frequent Co-authors

Yogananda Jeppu(6), Meenakshi D’Souza(4), Anitha Murugesan(3), Nikhil Gupta(2), Raveendra N Amarnath(2), Ramesh Chandra(1), Reethika S Iyer(1), I.B. Tjoa(1), T. Itou(1), Kaoru Fujita(1), Yukikazu Natori(1), Asif Chalanga(1), Shyam Kamal(1), B. Bandyopadhyay(1), Meenakshi DrSouza(1), S. Mohan Kumar(1), Aparajita Mohanty(1), M. Muthulekshmi(1), Amit Barve(1), Hrishitva Patel(1)