Deepika Singh

According to our database, Deepika Singh authored at least 20 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fantastyc: Blockchain-based Federated Learning Made Secure and Practical.

William Boitier, Antonella Del Pozzo, Álvaro García-Pérez, Stéphane Gazut, Pierre Jobic, Alexis Lemaire, Erwan Mahe, Aurélien Mayoue, Maxence Perion, Deepika Singh, Tuanir Franca Rezende, Sara Tucci Piergiovanni

CoRR, 2024

2023

FUBA: Federated Uncovering of Backdoor Attacks for Heterogeneous Data.

Fabiola Espinoza Castellon, Deepika Singh, Aurélien Mayoue, Cédric Gouy-Pailler

Proceedings of the 5th IEEE International Conference on Trust, 2023

2022

Breast Thermography as an Adjunct Tool to Monitor the Chemotherapy Response in a Triple Negative BIRADS V Cancer Patient: A Case Study.

Deepika Singh, Ashutosh Kumar Singh, Sonia Tiwari

IEEE Trans. Medical Imaging, 2022

A (2+1)-dimensional modified dispersive water-wave (MDWW) system: Lie symmetry analysis, optimal system and invariant solutions.

Deepika Singh, Shalini Yadav, Rajan Arora

Commun. Nonlinear Sci. Numer. Simul., 2022

Early Thermographic Screening of Breast Abnormality in Women with Dense Breast by Thermal, Fractal, and Statistical Analysis.

Deepika Singh, Ashutosh Kumar Singh, Sonia Tiwari

Proceedings of the Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery, 2022

2021

<i>wCM</i> based hybrid pre-processing algorithm for class imbalanced dataset.

Deepika Singh, Anju Saha, Anjana Gosain

J. Intell. Fuzzy Syst., 2021

2020

Weighted k-nearest neighbor based data complexity metrics for imbalanced datasets.

Deepika Singh, Anjana Gosain, Anju Saha

Stat. Anal. Data Min., 2020

Role of image thermography in early breast cancer detection- Past, present and future.

Deepika Singh, Ashutosh Kumar Singh

Comput. Methods Programs Biomed., 2020

Towards Visual Concept Learning and Reasoning: On Insights into Representative Approaches.

Anna Saranti, Simon Streit, Heimo Müller, Deepika Singh, Andreas Holzinger

Proceedings of the Intelligent Systems in Industrial Applications, 2020

2019

Measuring harmfulness of class imbalance by data complexity measures in oversampling methods.

Anjana Gosain, Anju Saha, Deepika Singh

Int. J. Intell. Eng. Informatics, 2019

2018

Dialogue Systems for Intelligent Human Computer Interactions.

Erinc Merdivan, Deepika Singh, Sten Hanke, Andreas Holzinger

Proceedings of the 1st Workshop on Behavioral Change and Ambient Intelligence for Sustainability, 2018

Users' Privacy Concerns in IoT Based Applications.

Ismini Psychoula, Deepika Singh, Liming Chen, Feng Chen, Andreas Holzinger, Huansheng Ning

Proceedings of the 2018 IEEE SmartWorld, 2018

A Deep Learning Approach for Privacy Preservation in Assisted Living.

Ismini Psychoula, Erinc Merdivan, Deepika Singh, Liming Chen, Feng Chen, Sten Hanke, Johannes Kropf, Andreas Holzinger, Matthieu Geist

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

A Conceptual framework for Adaptive User Interfaces for older adults.

Eduardo Machado, Deepika Singh, Federico Cruciani, Liming Chen, Sten Hanke, Fernando Salvago, Johannes Kropf, Andreas Holzinger

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Users' Perceptions and Attitudes Towards Smart Home Technologies.

Deepika Singh, Ismini Psychoula, Johannes Kropf, Sten Hanke, Andreas Holzinger

Proceedings of the Smart Homes and Health Telematics, Designing a Better Future: Urban Assisted Living, 2018

2017

Human Activity Recognition Using Recurrent Neural Networks.

Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist, Andreas Holzinger

Proceedings of the Machine Learning and Knowledge Extraction, 2017

Ambient Assisted Living Technologies from the Perspectives of Older People and Professionals.

Deepika Singh, Johannes Kropf, Sten Hanke, Andreas Holzinger

Proceedings of the Machine Learning and Knowledge Extraction, 2017

2016

A comprehensive view of the web-resources related to sericulture.

Deepika Singh, Hasnahana Chetia, Debajyoti Kabiraj, Swagata Sharma, Anil Kumar, Pragya Sharma, Manab Deka, Utpal Bora

Database J. Biol. Databases Curation, 2016

2015

Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment.

Deepika Singh, Erinc Merdivan, Sten Hanke, Johannes Kropf, Matthieu Geist, Andreas Holzinger

Proceedings of the Towards Integrative Machine Learning and Knowledge Extraction, 2015

2014

A distributed energy efficient and energy balanced routing algorithm for wireless sensor networks.

Deepika Singh, Pratyay Kuila, Prasanta K. Jana

Proceedings of the 2014 International Conference on Advances in Computing, 2014