271 citations
- University of CambridgeGB7 papers
- MRC Biostatistics UnitGB4 papers
- Bambino Gesù Children's HospitalIT1 paper
- Centre de Physique ThéoriqueFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Communicating Diet and Activity Research1 paper
- Finnish Environment InstituteFI1 paper
- Gran Sasso Science InstituteIT1 paper
- Imperial College LondonGB1 paper
- Institute for Scientific InterchangeIT1 paper
- Istituto Superiore di SanitàIT1 paper
- London School of Hygiene & Tropical MedicineGB1 paper
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2022★ 28 cited
Longitudinal cardio-respiratory fitness prediction through wearables in free-living environments
Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales +4
Cardiorespiratory fitness is an established predictor of metabolic disease and mortality. Fitness is directly measured as maximal oxygen consumption (VO), or indirectly as…
cs.LG2021★ 129 cited
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data
Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis +3
Machine learning and deep learning have shown great promise in mobile sensing applications, including Human Activity Recognition. However, the performance of such models in real-wo…