Sonia Gupta

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 8

Top Topics

Multi Layered Perceptron

Neurodegenerative Diseases

Top Venues

Biomed. Signal Process. Control.

Publications

Sonia Gupta, Monika Agrawal, Desh Deepak
Correlating spirometry findings with auscultation sounds for diagnosis of respiratory diseases. Biomed. Signal Process. Control. 87 (Part A) (2024)
Sanjay Kumar Patnala, Sumedh B. G, Akshay Sethi, Sonia Gupta, Siddhartha Asthana
SGD-MLP: Structure Generation and Distillation using a graph free MLP. COMAD/CODS (2024)
Akshay Sethi, Sonia Gupta, Aakarsh Malhotra, Siddhartha Asthana
Learning Representations for Bipartite Graphs Using Multi-task Self-supervised Learning. ECML/PKDD (3) (2023)
Akshay Sethi, Sonia Gupta, Ayush Agarwal, Nancy Agrawal, Siddhartha Asthana
Auto-TabTransformer: Hierarchical Transformers for Self and Semi Supervised Learning in Tabular Data. IJCNN (2023)
Sonia Gupta, Monika Agrawal, Desh Deepak
Classification of Auscultation Sounds into Objective Spirometry Findings using MVMD and 3D CNN. NCC (2022)
Sonia Gupta, Monika Agrawal, Desh Deepak
Gammatonegram based triple classification of lung sounds using deep convolutional neural network with transfer learning. Biomed. Signal Process. Control. 70 (2021)
Sonia Gupta, Monika Agrawal, Desh Deepak
Extraction of Adventitious Sounds from Noisy Lung Sound using VMD-KLD and VMD-JSD. TENCON (2019)
Ravi Ojha, Prasad Pawar, Sonia Gupta, Michael Klemm, Manoj K. Nambiar
Performance Optimization of OpenFOAM* on Clusters of Intel® Xeon Phi (TM) Processors. HiPC Workshops (2017)
Musheer Ahmad, Sonia Gupta, Amar Kumar Mohapatra
A Bio-Chaotic Block Cryptosystem for Privacy Protection of Multimedia Data. FICTA (2013)
Sonia Gupta, P. K. Bharti, Vishal Choudhary
Fuzzy Logic Based Routing Algorithm for Mobile Ad Hoc Networks. HPAGC (2011)