| 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 | 217 | 2017 |
| 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 | 97 | 2017 |
| 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 | 72 | 2018 |
| 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 | 71 | 2018 |
| 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 | 53 | 2018 |
| 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 | 43 | 2019 |
| 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 | 43 | 2017 |
| 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 | 33 | 2020 |
| 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 | 33 | 2018 |
| Detection techniques for melanoma diagnosis: A performance evaluation D Singh, D Gautam, M Ahmed 2014 International Conference on Signal Propagation and Computer Technology …, 2014 | 24 | 2014 |
| 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 | 11 | 2015 |
| 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 | 8 | 2020 |
| 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 | 1 | 2023 |
| 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 |
| 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 | | 2024 |
| 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 |
Andreas HolzingerHuman-Centered AI Lab, University of Natural Resources and Life Sciences, Vienna, AustriaVerified email at boku.ac.at
