Publications

Journal Papers

Staffini A., Svensson T., Chung U.-I., Svensson A.K., A Disentangled VAE-BiLSTM Model for Heart Rate Anomaly Detection, Bioengineering 10(6):683, 2023

Staffini A., Fujita K., Svensson A.K., Chung U.-I., Svensson T., Statistical Methods for Item Reduction in a Representative Lifestyle Questionnaire: Pilot Questionnaire Study, Interactive Journal of Medical Research 11(1), 2022

Staffini A., Stock Price Forecasting by a Deep Convolutional Generative Adversarial Network, Frontiers in Artificial Intelligence 5, 2022

Staffini A., Svensson T., Chung U.-I., Svensson A.K., Heart Rate Modeling and Prediction Using Autoregressive Models and Deep Learning, Sensors 22(1):34, 2022

Staffini A., Svensson A.K., Chung U.-I., Svensson T., An Agent-Based Model of the Local Spread of SARS-CoV-2: Modeling Study, JMIR Medical Informatics 9(4), 2021

Conference Papers

Staffini A., A CNN-BiLSTM Architecture for Macroeconomic Time Series Forecasting, Engineering Proceedings 39(1):33, 2023 (presented at the 9th International Conference on Time Series and Forecasting, ITISE 2023)