Ane Alberdi
Mondragon Unibertsitatea(ES)
Publications by Year
Research Areas
Dementia and Cognitive Impairment Research, Machine Learning in Healthcare, Context-Aware Activity Recognition Systems, Privacy-Preserving Technologies in Data, Functional Brain Connectivity Studies
Most-Cited Works
- → Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review(2015)462 cited
- → Synthetic data generation for tabular health records: A systematic review(2022)245 cited
- → On the early diagnosis of Alzheimer's Disease from multimodal signals: A survey(2016)213 cited
- → Smart Home-Based Prediction of Multidomain Symptoms Related to Alzheimer's Disease(2018)145 cited
- → Automatic assessment of functional health decline in older adults based on smart home data(2018)89 cited
- → Synthetic Tabular Data Evaluation in the Health Domain Covering Resemblance, Utility, and Privacy Dimensions(2023)64 cited
- → Using smart offices to predict occupational stress(2018)45 cited
- → Validation of Random Forest Machine Learning Models to Predict Dementia-Related Neuropsychiatric Symptoms in Real-World Data(2020)35 cited
- → Incorporation of Synthetic Data Generation Techniques within a Controlled Data Processing Workflow in the Health and Wellbeing Domain(2022)27 cited
- → Estimation of the epidemiology of dementia and associated neuropsychiatric symptoms by applying machine learning to real-world data(2021)19 cited