Dipanwita Thakur

28 papers B 3Misc 1Journal 18Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Federated continual learning meets digital twins: A survey on methods, intersections and perspectives. Neurocomputing Martina Savoia, Daniela Annunziata, Dipanwita Thakur, Giancarlo Fortino, Francesco Piccialli
2026	—	`ed.`	Proceedings of the 2nd Workshop on Green-Aware Artificial Intelligence (Green-Aware AI@ECAI 2025) co-located with the 28th European Conference on Artificial Intelligence (ECAI 2025), Bologna, Italy, 25-30 October 2025. Green-Aware AI@ECAI Riccardo Cantini, Luca Ferragina, Davide Mario Longo, Anastasija Nikiforova, Simona Nisticò, Reza Shahbazian, Dipanwita Thakur, Irina Trubitsyna, Giovanna Varricchio
2026	J	`jnl`	Towards Secure and Scalable Energy Theft Detection: A Federated Learning Approach for Resource-Constrained Smart Meters. CoRR Diego Labate, Dipanwita Thakur, Giancarlo Fortino
2025	—	`conf`	Analyzing the Fusion of Federated Learning and Large Language Model. ICHMS Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
2025	B	`conf`	EAPD-CS: Energy Aware Performance Driven Client Selection in Federated Learning based Human Activity Recognition SMC Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
2025	J	`jnl`	Green Federated Learning: A New Era of Green Aware AI. ACM Comput. Surv. Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino, Francesco Piccialli
2025	—	`conf`	Layer-wise Quantization in Green-Aware AI. Green-Aware AI@ECAI Farwa Ikram, Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
2025	J	`jnl`	Multi-modal disease segmentation with continual learning and adaptive decision fusion. Inf. Fusion Xu Xu, Junxin Chen, Dipanwita Thakur, Duo Hong
2025	—	`ed.`	Proceedings of the 1st AIxIA Workshop on Green-Aware Artificial Intelligence co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), Bolzano, Italy, November 27-28, 2024. GreenAI@AI*IA Riccardo Cantini, Davide Mario Longo, Dipanwita Thakur
2025	B	`conf`	Quantization in Energy-Efficient Federated Learning IJCNN Farwa Ikram, Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
2024	J	`jnl`	Anomalous Client Detection in Federated Learning. CoRR Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
2024	B	`conf`	Client Specific Dynamic Aggregation for Non-IID Federated Learning. IEEE Big Data Vincenzo Altomare, Dipanwita Thakur, Antonella Guzzo, Francesco Piccialli
2024	J	`jnl`	Green Federated Learning: A new era of Green Aware AI. CoRR Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino, Francesco Piccialli
2024	J	`jnl`	Hardware-algorithm co-design of Energy Efficient Federated Learning in Quantized Neural Network. Internet Things Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
2024	J	`jnl`	Intelligent Adaptive Real-Time Monitoring and Recognition System for Human Activities. IEEE Trans. Ind. Informatics Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
2024	J	`jnl`	Non-Convex Optimization in Federated Learning via Variance Reduction and Adaptive Learning. CoRR Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino, Sajal K. Das
2024	J	`jnl`	Permutation importance based modified guided regularized random forest in human activity recognition with smartphone. Eng. Appl. Artif. Intell. Dipanwita Thakur, Suparna Biswas
2024	J	`jnl`	Subsampled Randomized Hadamard Transformation-based Ensemble Extreme Learning Machine for Human Activity Recognition. ACM Trans. Comput. Heal. Dipanwita Thakur, Arindam Pal
2023	Misc	`conf`	A Novel Smartphone-Based Human Activity Recognition Approach using Convolutional Autoencoder Long Short-Term Memory Network. IRI Dipanwita Thakur, Sandip Roy, Suparna Biswas, Edmond S. L. Ho, Samiran Chattopadhyay, Sachin Shetty
2023	J	`jnl`	Attention-Based Multihead Deep Learning Framework for Online Activity Monitoring With Smartwatch Sensors. IEEE Internet Things J. Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
2023	—	`conf`	Energy Aware Federated Learning with Application of Activity Recognition. DASC/PiCom/CBDCom/CyberSciTech Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
2023	J	`jnl`	Guided regularized random forest feature selection for smartphone based human activity recognition. J. Ambient Intell. Humaniz. Comput. Dipanwita Thakur, Suparna Biswas
2022	J	`jnl`	An Integration of feature extraction and Guided Regularized Random Forest feature selection for Smartphone based Human Activity Recognition. J. Netw. Comput. Appl. Dipanwita Thakur, Suparna Biswas
2022	J	`jnl`	ConvAE-LSTM: Convolutional Autoencoder Long Short-Term Memory Network for Smartphone-Based Human Activity Recognition. IEEE Access Dipanwita Thakur, Suparna Biswas, Edmond S. L. Ho, Samiran Chattopadhyay
2022	J	`jnl`	Online Change Point Detection in Application With Transition-Aware Activity Recognition. IEEE Trans. Hum. Mach. Syst. Dipanwita Thakur, Suparna Biswas
2021	—	`conf`	t-SNE and PCA in Ensemble Learning based Human Activity Recognition with Smartwatch ICHMS Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino
2020	J	`jnl`	Multi-domain virtual network embedding with dynamic flow migration in software-defined networks. J. Netw. Comput. Appl. Dipanwita Thakur, Manas Khatua
2020	J	`jnl`	Smartphone based human activity monitoring and recognition using ML and DL: a comprehensive survey. J. Ambient Intell. Humaniz. Comput. Dipanwita Thakur, Suparna Biswas