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ORCIDDipanwita Thakur
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2020 – today
- 2024
[j10]Dipanwita Thakur
, Suparna Biswas:
Permutation importance based modified guided regularized random forest in human activity recognition with smartphone. Eng. Appl. Artif. Intell. 129: 107681 (2024)- [j9]Dipanwita Thakur, Arindam Pal:
Subsampled Randomized Hadamard Transformation-based Ensemble Extreme Learning Machine for Human Activity Recognition. ACM Trans. Comput. Heal. 5(1): 5:1-5:23 (2024) - [j8]Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino:
Hardware-algorithm co-design of Energy Efficient Federated Learning in Quantized Neural Network. Internet Things 26: 101223 (2024) - [i1]Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino, Francesco Piccialli:
Green Federated Learning: A new era of Green Aware AI. CoRR abs/2409.12626 (2024) - 2023
- [j7]Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino:
Attention-Based Multihead Deep Learning Framework for Online Activity Monitoring With Smartwatch Sensors. IEEE Internet Things J. 10(20): 17746-17754 (2023) - [j6]Dipanwita Thakur, Suparna Biswas:
Guided regularized random forest feature selection for smartphone based human activity recognition. J. Ambient Intell. Humaniz. Comput. 14(7): 9767-9779 (2023) - [c3]Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino:
Energy Aware Federated Learning with Application of Activity Recognition. DASC/PiCom/CBDCom/CyberSciTech 2023: 636-642 - [c2]Dipanwita Thakur, Sandip Roy, Suparna Biswas, Edmond S. L. Ho, Samiran Chattopadhyay, Sachin Shetty:
A Novel Smartphone-Based Human Activity Recognition Approach using Convolutional Autoencoder Long Short-Term Memory Network. IRI 2023: 146-153 - 2022
- [j5]Dipanwita Thakur, Suparna Biswas, Edmond S. L. Ho, Samiran Chattopadhyay:
ConvAE-LSTM: Convolutional Autoencoder Long Short-Term Memory Network for Smartphone-Based Human Activity Recognition. IEEE Access 10: 4137-4156 (2022) - [j4]Dipanwita Thakur, Suparna Biswas:
An Integration of feature extraction and Guided Regularized Random Forest feature selection for Smartphone based Human Activity Recognition. J. Netw. Comput. Appl. 204: 103417 (2022) - [j3]Dipanwita Thakur, Suparna Biswas:
Online Change Point Detection in Application With Transition-Aware Activity Recognition. IEEE Trans. Hum. Mach. Syst. 52(6): 1176-1185 (2022) - 2021
- [c1]Dipanwita Thakur, Antonella Guzzo, Giancarlo Fortino:
t-SNE and PCA in Ensemble Learning based Human Activity Recognition with Smartwatch*. ICHMS 2021: 1-6 - 2020
- [j2]Dipanwita Thakur, Suparna Biswas:
Smartphone based human activity monitoring and recognition using ML and DL: a comprehensive survey. J. Ambient Intell. Humaniz. Comput. 11(11): 5433-5444 (2020) - [j1]Dipanwita Thakur, Manas Khatua:
Multi-domain virtual network embedding with dynamic flow migration in software-defined networks. J. Netw. Comput. Appl. 162: 102639 (2020)
Coauthor Index
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