Sumona Mukhopadhyay

17 papers B 4Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2026 B conf
LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates.
EDBT
Shaikh Quader, Andres Jaramillo, Sumona Mukhopadhyay, Ghadeer Abuoda, Calisto Zuzarte, David Kalmuk, Marin Litoiu, Manos Papagelis
2025 — conf
Transfer Learning based Cognitive Load Monitoring from Cognitive Motor Integration (CMI): An ML-IoT Framework.
CogMI
Mahima Chaudhary, Sumona Mukhopadhyay, Meaghan S. Adams, Lauren E. Sergio, Marin Litoiu
2024 J jnl
LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates.
CoRR
Shaikh Quader, Andres Jaramillo, Sumona Mukhopadhyay, Ghadeer Abuoda, Calisto Zuzarte, David Kalmuk, Marin Litoiu, Manos Papagelis
2023 — conf
Balancing Privacy and Accuracy in IoT Using Domain-Specific Features for Time Series Classification.
TPS-ISA
Pranshul Lakhanpal, Asmita Sharma, Joydeep Mukherjee, Marin Litoiu, Sumona Mukhopadhyay
2023 — conf
Detecting Software Anomalies Using Spectrograms and Convolutional Neural Network.
CASCON
Joydeep Mukherjee, Sumona Mukhopadhyay, Marin Litoiu
2023 — conf
MMF-DRL: Multimodal Fusion-Deep Reinforcement Learning Approach with Domain-Specific Features for Classifying Time Series Data.
CASCON
Asmita Sharma, Pranshul Lakhanpal, Marin Litoiu, Lauren E. Sergio, Sumona Mukhopadhyay
2022 — conf
Towards a Differential Privacy Machine Learning Edge-Cloud Architecture - An Experimental Study.
CASCON
Payal Goyal, Mark Shtern, Sumona Mukhopadhyay, Marin Litoiu
2021 J jnl
Blind Identification of Sparse Systems Using Symbolic Dynamics Encoding.
IEEE Commun. Lett.
Sumona Mukhopadhyay, Henry Leung
2021 J jnl
Blind System Identification in Noise Using a Dynamic-Based Estimator.
IEEE Access
Sumona Mukhopadhyay, Boyuan Li, Henry Leung
2020 — conf
Fault detection in sensors using single and multi-channel weighted convolutional neural networks.
IOT
Sumona Mukhopadhyay, Marin Litoiu
2020 J jnl
Understanding Brain Dynamics for Color Perception using Wearable EEG headband.
CoRR
Mahima Chaudhary, Sumona Mukhopadhyay, Marin Litoiu, Lauren E. Sergio, Meaghan S. Adams
2020 — conf
Understanding brain dynamics for color perception using wearable EEG headband.
CASCON
Mahima Chaudhary, Sumona Mukhopadhyay, Marin Litoiu, Lauren E. Sergio, Meaghan S. Adams
2018 J jnl
Blind System Identification Using Symbolic Dynamics.
IEEE Access
Sumona Mukhopadhyay, Henry Leung
2013 B conf
Cluster Synchronization of Predator Prey Robots.
SMC
Sumona Mukhopadhyay, Henry Leung
2013 B conf
Multi Image Encryption and Steganography Based on Synchronization of Chaotic Lasers.
SMC
Sumona Mukhopadhyay, Henry Leung
2012 J jnl
Global optimization of an optical chaotic system by Chaotic Multi Swarm Particle Swarm Optimization.
Expert Syst. Appl.
Sumona Mukhopadhyay, Santo Banerjee
2012 B conf
Recognizing human behavior through nonlinear dynamics and syntactic learning.
SMC
Sumona Mukhopadhyay, Henry Leung