Blar i School of Economics, Innovation, and Technology på forfatter "Riegler, Michael Alexander"
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Machine Learning-Based Analysis of Sperm Videos and Participant Data for Male Fertility Prediction
Hicks, Steven; Andersen, Jorunn Marie; Witczak, Oliwia; Lasantha Bandara Thambawita, Vajira; Halvorsen, Pål; Hammer, Hugo Lewi; Haugen, Trine B.; Riegler, Michael Alexander (Peer reviewed; Journal article, 2019)Methods for automatic analysis of clinical data are usually targeted towards a specific modality and do not make use of all relevant data available. In the field of male human reproduction, clinical and biological data are ... -
User-adaptive models for activity and emotion recognition using deep transfer learning and data augmentation
Garcia Ceja, Enrique Alejandro; Riegler, Michael Alexander; Kvernberg, Anders Kongsli; Tørresen, Jim (Peer reviewed; Journal article, 2019)Building predictive models for human-interactive systems is a challenging task. Every individual has unique characteristics and behaviors. A generic human–machine system will not perform equally well for each user given ...