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Deepika Singh
Deepika Singh
Research Engineer, École Polytechnique, France
Verified email at polytechnique.edu
Title
Cited by
Cited by
Year
Human activity recognition using recurrent neural networks
D Singh, E Merdivan, I Psychoula, J Kropf, S Hanke, M Geist, A Holzinger
Machine Learning and Knowledge Extraction: First IFIP TC 5, WG 8.4, 8.9, 12 …, 2017
2262017
Convolutional and recurrent neural networks for activity recognition in smart environment
D Singh, E Merdivan, S Hanke, J Kropf, M Geist, A Holzinger
Towards Integrative Machine Learning and Knowledge Extraction: BIRS Workshop …, 2017
992017
Users’ perceptions and attitudes towards smart home technologies
D Singh, I Psychoula, J Kropf, S Hanke, A Holzinger
Smart Homes and Health Telematics, Designing a Better Future: Urban Assisted …, 2018
762018
Users' Privacy Concerns in IoT Based Applications
I Psychoula, D Singh, L Chen, F Chen, A Holzinger, H Ning
2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced …, 2018
722018
A deep learning approach for privacy preservation in assisted living
I Psychoula, E Merdivan, D Singh, L Chen, F Chen, S Hanke, J Kropf, ...
2018 IEEE international conference on pervasive computing and communications …, 2018
552018
Dialogue systems for intelligent human computer interactions
E Merdivan, D Singh, S Hanke, A Holzinger
Electronic Notes in Theoretical Computer Science 343, 57-71, 2019
442019
Ambient assisted living technologies from the perspectives of older people and professionals
D Singh, J Kropf, S Hanke, A Holzinger
Machine Learning and Knowledge Extraction: First IFIP TC 5, WG 8.4, 8.9, 12 …, 2017
442017
Human annotated dialogues dataset for natural conversational agents
E Merdivan, D Singh, S Hanke, J Kropf, A Holzinger, M Geist
Applied Sciences 10 (3), 762, 2020
362020
A conceptual framework for adaptive user interfaces for older adults
E Machado, D Singh, F Cruciani, L Chen, S Hanke, F Salvago, J Kropf, ...
2018 IEEE International Conference on Pervasive Computing and Communications …, 2018
332018
Detection techniques for melanoma diagnosis: A performance evaluation
D Singh, D Gautam, M Ahmed
2014 International Conference on Signal Propagation and Computer Technology …, 2014
242014
Privacy-enabled smart home framework with voice assistant
D Singh, I Psychoula, E Merdivan, J Kropf, S Hanke, E Sandner, L Chen, ...
Smart Assisted Living: Toward An Open Smart-Home Infrastructure, 321-339, 2020
122020
Towards Integrative Machine Learning and Knowledge Extraction
D Singh, E Merdivan, S Hanke, J Kropf, M Geist, A Holzinger
Proceedings of the BIRS Workshop, Banff, AB, Canada, 24-26, 2015
112015
Class imbalance in multi-resident activity recognition: an evaluative study on explainability of deep learning approaches
D Singh, E Merdivan, J Kropf, A Holzinger
Universal Access in the Information Society, 1-19, 2024
12024
FUBA: Federated Uncovering of Backdoor Attacks for Heterogeneous Data
FE Castellon, D Singh, A Mayoue, C Gouy-Pailler
2023 5th IEEE International Conference on Trust, Privacy and Security in …, 2023
12023
Défense contre les attaques par porte dérobée en apprentissage fédéré par estimation du motif d’attaque et élagage
FE Castellon, D Singh, A Mayoue, C Gouy-Pailler
GRETSI 2023, 29th Francophone Conference of Signal and Image Processing, 2023
12023
Fantastyc: Blockchain-based Federated Learning Made Secure and Practical
W Boitier, A Del Pozzo, Á García-Pérez, S Gazut, P Jobic, A Lemaire, ...
arXiv preprint arXiv:2406.03608, 2024
2024
Machine Learning based Smart Home System in Ambient Assisted Living
D Singh, A Holzinger
https://diglib.tugraz.at/machine-learning-based-smart-home-system-in-ambient …, 2021
2021
Towards Visual Concept Learning and Reasoning: On Insights into Representative Approaches
A Saranti, S Streit, H Müller, D Singh, A Holzinger
Intelligent Systems in Industrial Applications, 59-68, 2021
2021
Towards Visual Concept Learning and Reasoning: On Insights into Representative Approaches
A Saranti, S Streit, H Müller, D Singh, A Holzinger
25th International Symposium on Methodologies for Intelligent Systems, ISMIS …, 2020
2020
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Articles 1–19