Recognizing human behavior through nonlinear dynamics and syntactic learning. - Sumona Mukhopadhyay; Henry Leung (SMC, 2012)

Global optimization of an optical chaotic system by Chaotic Multi Swarm Particle Swarm Optimization. - Sumona Mukhopadhyay; Santo Banerjee (Expert Syst. Appl., 2012)

Cluster Synchronization of Predator Prey Robots. - Sumona Mukhopadhyay; Henry Leung (SMC, 2013)

Multi Image Encryption and Steganography Based on Synchronization of Chaotic Lasers. - Sumona Mukhopadhyay; Henry Leung (SMC, 2013)

Blind System Identification Using Symbolic Dynamics. - Sumona Mukhopadhyay; Henry Leung (IEEE Access, 2018)

Understanding brain dynamics for color perception using wearable EEG headband. - Mahima Chaudhary; Sumona Mukhopadhyay; Marin Litoiu; Lauren E. Sergio; Meaghan S. Adams (CASCON, 2020)

Fault detection in sensors using single and multi-channel weighted convolutional neural networks. - Sumona Mukhopadhyay; Marin Litoiu (IOT, 2020)

Blind System Identification in Noise Using a Dynamic-Based Estimator. - Sumona Mukhopadhyay; Boyuan Li; Henry Leung (IEEE Access, 2021)

Blind Identification of Sparse Systems Using Symbolic Dynamics Encoding. - Sumona Mukhopadhyay; Henry Leung (IEEE Commun. Lett., 2021)

Towards a Differential Privacy Machine Learning Edge-Cloud Architecture - An Experimental Study. - Payal Goyal; Mark Shtern; Sumona Mukhopadhyay; Marin Litoiu (CASCON, 2022)

Detecting Software Anomalies Using Spectrograms and Convolutional Neural Network. - Joydeep Mukherjee; Sumona Mukhopadhyay; Marin Litoiu (CASCON, 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 (CASCON, 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 (TPS-ISA, 2023)

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 (EDBT, 2026)