Publications
Our research findings have been published in various IEEE/ACM
conferences such as ICMLA, ACM-SIG and several awards have been won.
2021
SOMPS-Net : Attention based social graph framework for early detection of fake health news
Prasanna Kumaran D, Harish Srinivasan, Sowmiya Sree Shubbarayan, Sri Gayathri Devi I, Saikrishnan S, Vineeth Vijayaraghavan
The Australasian Data Mining Conference (AusDM)
Won the 3rd Best Paper Award
A Non-intrusive Machine Learning Solution for Malware Detection and Data Theft Classification in Smartphones
Sai Vishwanath Venkatesh, Prasanna Kumaran D, Joish J. Bosco, Pravin Kumaar R, Vineeth Vijayaraghavan
International Conference on Computational Science
End-to-End Optimized Arrhythmia Detection Pipeline using Machine Learning for Ultra-Edge Devices
Sideshwar J B, Sachin Krishan T, Vishal Nagarajan, Shanthakumar Sivakumar, Vineeth Vijayaraghavan
20th IEEE International Conference on Machine Learning and Applications (ICMLA)
BP-Net: Efficient Deep Learning for Continuous Arterial Blood Pressure Estimation using Photoplethys
mogram Rishi Vardhan, Vedanth S, Poojah Ganesan, Abhishek K, Nitish Kumar, Vineeth Vijayaraghavan
20th IEEE International Conference on Machine Learning and Applications (ICMLA)
Won the 3rd Best Paper Award
Sign Language Translation using Multi Context Transformer
M Badri Narayanan, Mahesh Bharadwaj K, Nithin G R, Dhiganth Rao Padamnoor, Vineeth Vijayaraghavan
20th Mexican International Conference on Artificial Intelligence (MICAI)
Won the 3rd Best Paper Award
2020
Gait Recovery System for Parkinson’s Disease using Machine Learning on Embedded Platforms
Gokul Hari, Prithvi Suresh, Hari Vignesh Baskar, Pravin Kumaar R, Vineeth Vijayaraghavan
2020 IEEE International Systems Conference (SysCon)
Real-Time Surveillance Based Crime Detection for Edge Devices
Sai Vishwanath Venkatesh, Adithya Prem Anand, Gokul Sahar, Akshay Ramakrishnan, Vineeth Vijayaraghavan
15th International Conference on Computer Vision Theory and Applications (VISAPP)
Smart Energy Routing for Rural Islanded Microgrid Clusters
Marjerie Suresh, Janani Jayaraman, Karthni Lakshmanan, Aswin Gopikanna, Vineeth Vijayaraghavan2020 IEEE Texas Power and Energy Conference (TPEC)
Irrigation Load Optimization for Enhanced Agricultural Productivity in Rural Microgrid Clusters
Raj Vignesh Karunakaran, Rohitaa Ravikumar, Karthni Lakshmanan, Marjerie Suresh, Vineeth VijayaraghavanGlobal Humanitarian Technology Conference (GHTC)
End-to-End Deep Learning for Reliable Cardiac Activity Monitoring using Seismocardiograms
Prithvi Suresh, Naveen Narayanan, Chakilam Vijay Pranav, Vineeth Vijayaraghavan19th IEEE International Conference on Machine Learning and Applications (ICMLA)
Defending Against Localized Adversarial Attacks on Edge-Deployed Monocular Depth Estimators
Nanda H Krishna, Praveen Kumar, Rishi Vardhan, Vineeth Vijayaraghavan19th IEEE International Conference on Machine Learning and Applications (ICMLA)
Critical State Detection for Adversarial Attacks in Deep Reinforcement Learning
Praveen Kumar, Niranjan Kumar I, Sujith Sivasankaran, Mohan Vamsi A, Vineeth Vijayaraghavan
20th IEEE International Conference on Machine Learning and Applications (ICMLA)
2019
A Two-Fold Machine Learning Approach for Efficient Day-Ahead Load Prediction at Hourly Granularity for NYC
Syed Shahbaaz Ahmed, Raghavendran Thiruvengadam, A S Shashank Karrthikeyaa, Vineeth VijayaraghavanFuture of Information and Communication Conference 2019 (FICC)
Efficiency-Cost Design Optimization for a Stand-alone Rural Microgrid
Sai Shankar Muthukrishnan, Abishek Coimbatore Sridhar, Aswin Gopikanna, Vijay Kumar Shankar, Vineeth Vijayaraghavan2019 Power and Energy Conference at Illinois (PECI)
Forecasting Food Sales in a Multiplex using Dynamic Artificial Neural Networks
Adithya Ganesan V, Siddharth Divi, Nithish B Moudhgalya, Uppu Sriharsha, Vineeth VijayaraghavanComputer Vision Conference 2019 (CVC)
DeepTrace: A Generic Framework for Time Series Forecasting
Nithish B Moudhgalya, Siddharth Divi, Adithya Ganesan V, Sharan Sundar S, Vineeth Vijayaraghavan
International Work-Conference on Artificial Neural Networks 2019 (IWANN)
Low-Cost Wearable Gesture Recognition System with Minimal User Calibration for ASL
Syed Shahbaaz Ahmed, Gokul Hari, Prithvi Suresh, Vineeth Vijayaraghavan
2019 International Conference on Internet of Things (iThings)
A Dynamically Adaptive Movie Occupancy Forecasting System with Feature Optimization
Sundararaman Venkataramani, Ateendra Ramesh, Sharan Sundar S, Aashish Kumar Jain, Gautham Krishna Gudur, Vineeth Vijayaraghavan2019 Workshop on Learning and Mining with Industrial Data (LMID)
Irrigation Optimization for Agricultural Productivity: Case Study of a Hybrid Solar Microgrid in Rural India
Janani Jayaraman, Taruna Sudhakar, Sai Shankar Muthukrishnan, Aswin Gopikanna, Vineeth Vijayaraghavan2019 IEEE Global Humanitarian Technology Conference (GHTC)
Intelligent Interconnection of Operating Microgrid and Irrigation System in Dharnai - A Rural Indian Scenario
Hari Vignesh Baskar, Marjerie Suresh, Abishek Coimbatore Sridhar, Sai Shankar Muthukrishnan, Vineeth Vijayaraghavan2019 IEEE Global Humanitarian Technology Conference (GHTC)
Scalable Deep Learning for Stress and Affect Detection on Resource-Constrained Devices
Abhijith Ragav, Nanda H Krishna, Naveen Narayanan, Kevin Thelly, Vineeth Vijayaraghavan
18th IEEE International Conference on Machine Learning and Applications (ICMLA)
2018
HARNet: Towards On-Device Incremental Learning using Deep Ensembles on Constrained Devices
Prahalathan Sundaramoorthy, Gautham Krishna Gudur, Manav Rajiv Moorthy, R Nidhi Bhandari, Vineeth Vijayaraghavan
2nd International Workshop on Embedded and Mobile Deep Learning (EMDL)
A Generic Multi-modal Dynamic Gesture Recognition System Using Machine Learning
Gautham Krishna Gudur, Karthik Subramanian Nathan, B Yogesh Kumar, Ankith A Prabhu, Ajay Kannan, Vineeth Vijayaraghavan
Future of Information and Communication Conference 2018 (FICC)
Design Optimization of Activity Recognition System on an Embedded Platform
Ateendra Ramesh, Adithya Ganesan V, Sidharth Anupkrishnan, Aparokshith Rao, Vineeth VijayaraghavanFuture of Information and Communication Conference 2018 (FICC)
Intelligent System Design Optimization with Dynamic Load Profile for a Stand-alone Rural Indian Microgrid
Vijay Kumar Shankar, Aswin Gopikanna, Sai Shankar Muthukrishnan, Gandhi Rajan, Vineeth Vijayaraghavan
2018 IEEE Texas Power and Energy Conference (TPEC)
Hybrid Architecture for Integrating Solar PV Irrigation Pumps with Existing Rural Indian Microgrid
Aswin Gopikanna, Vijay Kumar Shankar, Sai Shankar Muthukrishnan, Abishek Coimbatore Sridhar, Vineeth Vijayaraghavan2018 IEEE Global Humanitarian Technology Conference (GHTC)
HARNet: Towards On-Device Incremental Learning using Deep Ensembles on Constrained Devices
Prahalathan Sundaramoorthy, Gautham Krishna Gudur, Manav Rajiv Moorthy, R Nidhi Bhandari, Vineeth Vijayaraghavan2nd International Workshop on Embedded and Mobile Deep Learning (EMDL)
A Generic Multi-modal Dynamic Gesture Recognition System Using Machine Learning
Gautham Krishna Gudur, Karthik Subramanian Nathan, B Yogesh Kumar, Ankith A Prabhu, Ajay Kannan, Vineeth VijayaraghavanFuture of Information and Communication Conference 2018 (FICC)
Design Optimization of Activity Recognition System on an Embedded Platform
Ateendra Ramesh, Adithya Ganesan V, Sidharth Anupkrishnan, Aparokshith Rao, Vineeth VijayaraghavanFuture of Information and Communication Conference 2018 (FICC)
Intelligent System Design Optimization with Dynamic Load Profile for a Stand-alone Rural Indian Microgrid
Vijay Kumar Shankar, Aswin Gopikanna, Sai Shankar Muthukrishnan, Gandhi Rajan, Vineeth Vijayaraghavan2018 IEEE Texas Power and Energy Conference (TPEC)
Hybrid Architecture for Integrating Solar PV Irrigation Pumps with Existing Rural Indian Microgrid
Aswin Gopikanna, Vijay Kumar Shankar, Sai Shankar Muthukrishnan, Abishek Coimbatore Sridhar, Vineeth Vijayaraghavan
2018 IEEE Global Humanitarian Technology Conference (GHTC)
HARNet: Towards On-Device Incremental Learning using Deep Ensembles on Constrained Devices
Prahalathan Sundaramoorthy, Gautham Krishna Gudur, Manav Rajiv Moorthy, R Nidhi Bhandari, Vineeth Vijayaraghavan
2nd International Workshop on Embedded and Mobile Deep Learning (EMDL)
2017
A Machine Learning Approach for Prediction of On-time Performance of Flights
Balasubramanian Thiagarajan, Lakshminarasimhan Srinivasan, Aditya Vikram Sharma, Dinesh Sreekanthan, Vineeth Vijayaraghavan2017 IEEE/AIAA 36th Digital Avionics Systems Conference (DASC)
Won the Best Paper Award
Rural Indian Microgrid Design Optimization - Intelligent Battery Sizing
Gandhi Rajan, Meghana Kavakuntala, Vetrivel Subramaniam Rajkumar, Sivaroophini Gnanavel, Vineeth Vijayaraghavan2017 IEEE Global Humanitarian Technology Conference (GHTC)
Current Peak based Device Classification in NILM on a Low-cost Embedded Platform using Extra-Trees
Aashish Kumar Jain, Syed Shahbaaz Ahmed, Prahalathan Sundaramoorthy, Raghavendran Thiruvengadam, Vineeth Vijayaraghavan2017 MIT Undergraduate Research Technology Conference (URTC)
Low-cost Wireless Intelligent Two Hand Gesture Recognition System
Aswin Natesh, Gandhi Rajan, Balasubramanian Thiagarajan, Vineeth Vijayaraghavan2017 Annual IEEE International Systems Conference (SysCon)
Low-cost Static Gesture Recognition System using MEMS Accelerometers
Ajay Kannan, Ateendra Ramesh, Lakshminarasimhan Srinivasan, Vineeth Vijayaraghavan2017 Global Internet of Things Summit (GIoTS)
2016
Intelligent Dynamic Grid Forecasting Algorithm for a Grid-connected Solar PV based Microgrid
Harini Sekar, R Rajashekar, Farhan Faisal, Rohan Ganpati, Vineeth Vijayaraghavan2016 IEEE Global Humanitarian Technology Conference (GHTC)
Low-cost Intelligent Static Gesture Recognition System
Harini Sekar, R Rajashekar, Gosakan Srinivasan, Priyanka Suresh, Vineeth Vijayaraghavan2016 Annual IEEE International Systems Conference (SysCon)
2015
Dynamic and Intelligent Load Servicing Strategy for a Stand-alone Solar PV-based Microgrid
Arjun Subramanian Ganesan, Bhargavi Govindarajan, Rajesh Ramesh, Vikram Vel, Vineeth Vijayaraghavan2015 IEEE Global Humanitarian Technology Conference (GHTC)
Flexible D-agent Architecture for DER Operation in a Rural Indian Microgrid
Vikram Vel, Meghana Kavakuntala, Rajesh Ramesh, Harini Sekar, Vineeth Vijayaraghavan2015 IEEE Global Humanitarian Technology Conference (GHTC)
2014
Local Content Development Framework and Methodology for Knowledge and Skill Development: IEEE Madras Section SIGHT Case Study
B Anand, A J Antony Venus, Mukundhan Srinivasan, Arun Noel Victor, Madhuri K, S P Sree Rakshaa, Vineeth Vijayaraghavan, Kartik Kulkarni
2014 IEEE Global Humanitarian Technology Conference (GHTC)
Real-world Proficiency Augmentation among Learners through Merger of Project Based Learning (PBL) and Student Social Responsibility (SSR): IEEE Madras Section SIGHT Case Study
B Anand, A J Antony Venus, Mukundhan Srinivasan, Arun Noel Victor, Madhuri K, S P Sree Rakshaa, Vineeth Vijayaraghavan, Kartik Kulkarni
2014 IEEE Global Humanitarian Technology Conference (GHTC)
Low-cost Intelligent Gesture Recognition Engine for Audo-vocally Impaired Individuals
Rishikanth C, Harini Sekar, Gautham Rajagopal, Rajesh Ramesh, Vineeth Vijayaraghavan
2014 IEEE Global Humanitarian Technology Conference (GHTC)
Hybrid Battery Charging System using Solar PV and Utility Grid
Dhiwaakar Purusothaman, Rajesh Ramesh, Karan K Bajaj, Vineeth Vijayaraghavan, Venkatesan M
2014 Power and Energy Systems: Towards Sustainable Energy (PESTSE)
Design of Arduino-based Communication Agent for Rural Indian Microgrids
Dhiwaakar Purusothaman, Rajesh Ramesh, Vineeth Vijayaraghavan, Karan K Bajaj
2014 IEEE Innovative Smart Grid Technologies – Asia (ISGT ASIA)
Low-cost Non-intrusive Residential Energy Monitoring System
Akshaya Ravishankar, Anand Vignesh, Vikram Vel, Dhiwaakar Purusothaman, Vineeth Vijayaraghavan
2014 IEEE Conference on Technologies for Sustainability (SusTech)
Low-cost Intelligent Prepaid Energy Meter
Rishikanth C, Akshaya Ravishankar, Anand Vignesh, Vikram Vel, Vineeth Vijayaraghavan, Dhiwaakar Purusothaman
4th International Conference on the Internet of Things, MIT (IoT) (Poster)
Won the Best Poster Award
Low Cost Cloud Based Intelligent Farm Automation System using Bluetooth Low Energy
Gautham Rajagopal, Vaaibhav M Lodd, Anand Vignesh, Rajesh Ramesh, Vineeth Vijayaraghavan
2014 IEEE Region 10 Humanitarian Technology Conference (R10 HTC)
Local Content Development Framework and Methodology for Knowledge and Skill Development: IEEE Madras Section SIGHT Case Study
B Anand, A J Antony Venus, Mukundhan Srinivasan, Arun Noel Victor, Madhuri K, S P Sree Rakshaa, Vineeth Vijayaraghavan, Kartik Kulkarni
2014 IEEE Global Humanitarian Technology Conference (GHTC)
2013
GreenEduComp: Low Cost Green Computing System for Education in Rural India: A Scheme for Sustainable Development through Education
Mukundhan Srinivasan, B Anand, A J Antony Venus, Arun Noel Victor, , S P Sree Rakshaa, Vineeth Vijayaraghavan2013 IEEE Global Humanitarian Technology Conference (GHTC)
Implementation of Arduino-based Multi-agent System for Rural Indian Microgrids
Dhiwaakar Purusothaman, Rajesh Ramesh, Karan K Bajaj, Vineeth Vijayaraghavan2013 Innovative Smart Grid Technologies – Asia (ISGT ASIA)
Multi-agent System Framework for Rural Indian Microgrids
Rajesh Ramesh, Karan K Bajaj, Dhiwaakar Purusothaman, Vineeth Vijayaraghavan2013 IEEE Conference on Clean Energy and Technology (CEAT)
Wind Profile Monitoring Using Statistical Analysis of Weibull Distribution: An Indian Perspective
Vineeth Vijayaraghavan, Mukundhan Srinivasan, K Boopathi, P KanagavelEighth Asia Pacific Conference on Wind Engineering (APCWE)
Low-cost Cloud-based Design of Smart Rural Energy Device in Microgrid: Perspective India: An Energy-on-Demand Service for Rural India
Mukundhan Srinivasan, Sabarigirish Vijayakumar, Rajesh Ramesh, Vineeth Vijayaraghavan2013 IEEE Conference on Technologies for Sustainability (SusTech)
An Avant Garde Argumentation of Quality-of-Service via Low-cost Cloud-based Smart Microgrid Solution: A Rural India Perspective
Rajesh Ramesh, Sabarigirish Vijayakumar, Mukundhan Srinivasan, Vineeth Vijayaraghavan2013 IEEE Workshop on Environmental, Energy and Structural Monitoring Systems (EESMS)
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