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Deepika Singh
Deepika Singh
CEA LIST Paris Saclay
Verified email at cea.fr
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
2032017
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
922017
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
652018
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
572018
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
532018
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
432019
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
382017
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
302020
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
302018
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
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
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
72020
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
1*2023
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
2023
Machine Learning based Smart Home System in Ambient Assisted Living
D Singh, A Holzinger
TU Graz, 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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