Handling incomplete heterogeneous data using vaes A Nazabal, PM Olmos, Z Ghahramani, I Valera Pattern Recognition 107, 107501, 2020 | 338 | 2020 |
Human activity recognition by combining a small number of classifiers A Nazábal, P Garcia-Moreno, A Artes-Rodriguez, Z Ghahramani IEEE journal of biomedical and health informatics 20 (5), 1342-1351, 2015 | 51 | 2015 |
Robust variational autoencoders for outlier detection and repair of mixed-type data S Eduardo, A Nazábal, CKI Williams, C Sutton International Conference on Artificial Intelligence and Statistics, 4056-4066, 2020 | 42 | 2020 |
Wrangling messy CSV files by detecting row and type patterns GJJ van den Burg, A Nazábal, C Sutton Data Mining and Knowledge Discovery 33 (6), 1799-1820, 2019 | 42 | 2019 |
VAEs in the presence of missing data M Collier, A Nazabal, CKI Williams arXiv preprint arXiv:2006.05301, 2020 | 31 | 2020 |
Data engineering for data analytics: A classification of the issues, and case studies A Nazabal, CKI Williams, G Colavizza, CR Smith, A Williams arXiv preprint arXiv:2004.12929, 2020 | 22 | 2020 |
Autoencoders and probabilistic inference with missing data: An exact solution for the factor analysis case CKI Williams, C Nash, A Nazábal arXiv preprint arXiv:1801.03851, 2018 | 22 | 2018 |
A novel feature extraction technique for human activity recognition V Elvira, A Nazabal-Renteria, A Artes-Rodriguez 2014 IEEE Workshop on Statistical Signal Processing (SSP), 177-180, 2014 | 19 | 2014 |
Capacity region of the multiantenna gaussian broadcast channel with analog Tx-Rx beamforming I Santamaría, J Vía, A Nazábal, C Lameiro 2010 5th International ICST Conference on Communications and Networking in …, 2010 | 11 | 2010 |
Discriminative spectral learning of hidden markov models for human activity recognition A Nazábal, A Artés-Rodríguez 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 8 | 2015 |
Robust variational autoencoders for outlier detection in mixed-type data S Eduardo, A Nazábal, CKI Williams, C Sutton arXiv preprint arXiv:1907.06671, 2019 | 6 | 2019 |
Active sensing in human activity recognition A Nazábal, A Artés International Work-Conference on Artificial Neural Networks, 157-166, 2017 | 6 | 2017 |
Ai assistants: A framework for semi-automated data wrangling T Petricek, GJJ van Den Burg, A Nazábal, T Ceritli, E Jiménez-Ruiz, ... IEEE Transactions on Knowledge and Data Engineering, 2022 | 5 | 2022 |
Handling incomplete heterogeneous data using VAEs. 2018 A Nazabal, PM Olmos, Z Ghahramani, I Valera arXiv preprint arXiv:1807.03653, 1807 | 5 | 1807 |
Inference and Learning for Generative Capsule Models A Nazabal, N Tsagkas, CKI Williams Neural Computation 35 (4), 727-761, 2023 | 3 | 2023 |
Capacity region of the two-way multi-antenna relay channel with analog tx-rx beamforming C Lameiro, A Nazábal, F Gholam, J Vía, I Santamaría Mobile Lightweight Wireless Systems: Third International ICST Conference …, 2012 | 3 | 2012 |
Repairing Systematic Outliers by Learning Clean Subspaces in VAEs S Eduardo, K Xu, A Nazabal, C Sutton arXiv preprint arXiv:2207.08050, 2022 | 2 | 2022 |
Analog antenna combining in multiuser OFDM systems: beamforming design and power allocation A Nazábal, J Vía 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 2 | 2011 |
Inference for Generative Capsule Models A Nazabal, N Tsagkas, CKI Williams arXiv preprint arXiv:2103.06676, 2021 | 1 | 2021 |
Handling incomplete heterogeneous data using VAEs A Nazabal Renteria, P Martínez Olmos, Z Ghahramani, ... Elsevier, 2020 | 1 | 2020 |