Deepika Singh

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 22

Top Topics

Assisted Living

Class Imbalance

Human Computer Interactions

Breast Cancer Detection

Top Venues

PerCom Workshops

SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI

Publications

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
Fantastyc: Blockchain-based Federated Learning Made Secure and Practical. CoRR (2024)
Fabiola Espinoza Castellon, Deepika Singh, Aurelien Mayoue, Cedric Gouy-Pailler
FUBA: Federated Uncovering of Backdoor Attacks for Heterogeneous Data. TPS-ISA (2023)
Deepika Singh, Ashutosh Kumar Singh, Sonia Tiwari
Early Thermographic Screening of Breast Abnormality in Women with Dense Breast by Thermal, Fractal, and Statistical Analysis. AIIIMA/MIABID@MICCAI (2022)
Deepika Singh, Ashutosh Kumar Singh, Sonia Tiwari
Breast Thermography as an Adjunct Tool to Monitor the Chemotherapy Response in a Triple Negative BIRADS V Cancer Patient: A Case Study. IEEE Trans. Medical Imaging 41 (3) (2022)
Deepika Singh, Shalini Yadav, Rajan Arora
A (2+1)-dimensional modified dispersive water-wave (MDWW) system: Lie symmetry analysis, optimal system and invariant solutions. Commun. Nonlinear Sci. Numer. Simul. 115 (2022)
Deepika Singh, Anju Saha, Anjana Gosain
based hybrid pre-processing algorithm for class imbalanced dataset. J. Intell. Fuzzy Syst. 41 (2) (2021)
Deepika Singh, Anjana Gosain, Anju Saha
Weighted k-nearest neighbor based data complexity metrics for imbalanced datasets. Stat. Anal. Data Min. 13 (4) (2020)
Anna Saranti, Simon Streit, Heimo Müller, Deepika Singh, Andreas Holzinger
Towards Visual Concept Learning and Reasoning: On Insights into Representative Approaches. ISMIS (Industrial Paper) (2020)
Deepika Singh, Ashutosh Kumar Singh
Role of image thermography in early breast cancer detection- Past, present and future. Comput. Methods Programs Biomed. 183 (2020)
Anjana Gosain, Anju Saha, Deepika Singh
Measuring harmfulness of class imbalance by data complexity measures in oversampling methods. Int. J. Intell. Eng. Informatics 7 (2/3) (2019)
Erinc Merdivan, Deepika Singh, Sten Hanke, Andreas Holzinger
Dialogue Systems for Intelligent Human Computer Interactions. BRAINS/WS-AFFIN@AmI (2018)
Eduardo Machado, Deepika Singh, Federico Cruciani, Liming Chen, Sten Hanke, Fernando Salvago, Johannes Kropf, Andreas Holzinger
A Conceptual framework for Adaptive User Interfaces for older adults. PerCom Workshops (2018)
Deepika Singh, Ismini Psychoula, Johannes Kropf, Sten Hanke, Andreas Holzinger
Users' Perceptions and Attitudes Towards Smart Home Technologies. ICOST (2018)
Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist, Andreas Holzinger
Human Activity Recognition using Recurrent Neural Networks. CoRR (2018)
Deepika Singh, Johannes Kropf, Sten Hanke, Andreas Holzinger
Ambient Assisted Living technologies from the perspectives of older people and professionals. CoRR (2018)
Ismini Psychoula, Erinc Merdivan, Deepika Singh, Liming Chen, Feng Chen, Sten Hanke, Johannes Kropf, Andreas Holzinger, Matthieu Geist
A Deep Learning Approach for Privacy Preservation in Assisted Living. CoRR (2018)
Ismini Psychoula, Deepika Singh, Liming Chen, Feng Chen, Andreas Holzinger, Huansheng Ning
Users' Privacy Concerns in IoT Based Applications. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Ismini Psychoula, Erinc Merdivan, Deepika Singh, Liming Chen, Feng Chen, Sten Hanke, Johannes Kropf, Andreas Holzinger, Matthieu Geist
A Deep Learning Approach for Privacy Preservation in Assisted Living. PerCom Workshops (2018)
Deepika Singh, Johannes Kropf, Sten Hanke, Andreas Holzinger
Ambient Assisted Living Technologies from the Perspectives of Older People and Professionals. CD-MAKE (2017)
Deepika Singh, Erinc Merdivan, Ismini Psychoula, Johannes Kropf, Sten Hanke, Matthieu Geist, Andreas Holzinger
Human Activity Recognition Using Recurrent Neural Networks. CD-MAKE (2017)
Deepika Singh, Hasnahana Chetia, Debajyoti Kabiraj, Swagata Sharma, Anil Kumar, Pragya Sharma, Manab Deka, Utpal Bora
A comprehensive view of the web-resources related to sericulture. Database J. Biol. Databases Curation 2016 (2016)
Deepika Singh, Erinc Merdivan, Sten Hanke, Johannes Kropf, Matthieu Geist, Andreas Holzinger
Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment. BIRS-IMLKE (2015)
Deepika Singh, Pratyay Kuila, Prasanta K. Jana
A distributed energy efficient and energy balanced routing algorithm for wireless sensor networks. ICACCI (2014)