Sumona Mukhopadhyay

According to our database, Sumona Mukhopadhyay authored at least 14 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates.

Shaikh Quader, Andres Jaramillo, Sumona Mukhopadhyay, Ghadeer Abuoda, Calisto Zuzarte, David Kalmuk, Marin Litoiu, Manos Papagelis

CoRR, 2024

2023

Balancing Privacy and Accuracy in IoT Using Domain-Specific Features for Time Series Classification.

Pranshul Lakhanpal, Asmita Sharma, Joydeep Mukherjee, Marin Litoiu, Sumona Mukhopadhyay

Proceedings of the 5th IEEE International Conference on Trust, 2023

MMF-DRL: Multimodal Fusion-Deep Reinforcement Learning Approach with Domain-Specific Features for Classifying Time Series Data.

Asmita Sharma, Pranshul Lakhanpal, Marin Litoiu, Lauren E. Sergio, Sumona Mukhopadhyay

Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

Detecting Software Anomalies Using Spectrograms and Convolutional Neural Network.

Joydeep Mukherjee, Sumona Mukhopadhyay, Marin Litoiu

Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

2022

Towards a Differential Privacy Machine Learning Edge-Cloud Architecture - An Experimental Study.

Payal Goyal, Mark Shtern, Sumona Mukhopadhyay, Marin Litoiu

Proceedings of the 32nd Annual International Conference on Computer Science and Software Engineering, 2022

2021

Blind Identification of Sparse Systems Using Symbolic Dynamics Encoding.

Sumona Mukhopadhyay, Henry Leung

IEEE Commun. Lett., 2021

Blind System Identification in Noise Using a Dynamic-Based Estimator.

Sumona Mukhopadhyay, Boyuan Li, Henry Leung

IEEE Access, 2021

2020

Fault detection in sensors using single and multi-channel weighted convolutional neural networks.

Sumona Mukhopadhyay, Marin Litoiu

Proceedings of the IoT '20: 10th International Conference on the Internet of Things, 2020

Understanding brain dynamics for color perception using wearable EEG headband.

Mahima Chaudhary, Sumona Mukhopadhyay, Marin Litoiu, Lauren E. Sergio, Meaghan S. Adams

Proceedings of the CASCON '20: Proceedings of the 30th Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 10, 2020

2018

Blind System Identification Using Symbolic Dynamics.

Sumona Mukhopadhyay, Henry Leung

IEEE Access, 2018

2013

Multi Image Encryption and Steganography Based on Synchronization of Chaotic Lasers.

Sumona Mukhopadhyay, Henry Leung

Proceedings of the IEEE International Conference on Systems, 2013

Cluster Synchronization of Predator Prey Robots.

Sumona Mukhopadhyay, Henry Leung

Proceedings of the IEEE International Conference on Systems, 2013

2012

Global optimization of an optical chaotic system by Chaotic Multi Swarm Particle Swarm Optimization.

Sumona Mukhopadhyay, Santo Banerjee

Expert Syst. Appl., 2012

Recognizing human behavior through nonlinear dynamics and syntactic learning.

Sumona Mukhopadhyay, Henry Leung

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012