Sumona Mukhopadhyay

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 11

Top Topics

Specific Features

Multimodal Fusion

Reinforcement Learning

Top Venues

Publications

Shaikh Quader, Andres Jaramillo, Sumona Mukhopadhyay, Ghadeer Abuoda, Calisto Zuzarte, David Kalmuk, Marin Litoiu, Manos Papagelis
LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates. CoRR (2024)
Asmita Sharma, Pranshul Lakhanpal, Marin Litoiu, Lauren E. Sergio, Sumona Mukhopadhyay
MMF-DRL: Multimodal Fusion-Deep Reinforcement Learning Approach with Domain-Specific Features for Classifying Time Series Data. CASCON (2023)
Pranshul Lakhanpal, Asmita Sharma, Joydeep Mukherjee, Marin Litoiu, Sumona Mukhopadhyay
Balancing Privacy and Accuracy in IoT Using Domain-Specific Features for Time Series Classification. TPS-ISA (2023)
Joydeep Mukherjee, Sumona Mukhopadhyay, Marin Litoiu
Detecting Software Anomalies Using Spectrograms and Convolutional Neural Network. CASCON (2023)
Payal Goyal, Mark Shtern, Sumona Mukhopadhyay, Marin Litoiu
Towards a Differential Privacy Machine Learning Edge-Cloud Architecture - An Experimental Study. CASCON (2022)
Sumona Mukhopadhyay, Henry Leung
Blind Identification of Sparse Systems Using Symbolic Dynamics Encoding. IEEE Commun. Lett. 25 (5) (2021)
Sumona Mukhopadhyay, Boyuan Li, Henry Leung
Blind System Identification in Noise Using a Dynamic-Based Estimator. IEEE Access 9 (2021)
Sumona Mukhopadhyay, Marin Litoiu
Fault detection in sensors using single and multi-channel weighted convolutional neural networks. IOT (2020)
Mahima Chaudhary, Sumona Mukhopadhyay, Marin Litoiu, Lauren E. Sergio, Meaghan S. Adams
Understanding Brain Dynamics for Color Perception using Wearable EEG headband. CoRR (2020)
Mahima Chaudhary, Sumona Mukhopadhyay, Marin Litoiu, Lauren E. Sergio, Meaghan S. Adams
Understanding brain dynamics for color perception using wearable EEG headband. CASCON (2020)
Sumona Mukhopadhyay, Henry Leung
Blind System Identification Using Symbolic Dynamics. IEEE Access 6 (2018)
Sumona Mukhopadhyay, Henry Leung
Multi Image Encryption and Steganography Based on Synchronization of Chaotic Lasers. SMC (2013)
Sumona Mukhopadhyay, Henry Leung
Cluster Synchronization of Predator Prey Robots. SMC (2013)
Sumona Mukhopadhyay, Henry Leung
Recognizing human behavior through nonlinear dynamics and syntactic learning. SMC (2012)
Sumona Mukhopadhyay, Santo Banerjee
Global optimization of an optical chaotic system by Chaotic Multi Swarm Particle Swarm Optimization. Expert Syst. Appl. 39 (1) (2012)