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Filters: Author is Torresen, Jim  [Clear All Filters]
2020
P. Jakobsen, E. Garcia-Ceja, M. Riegler, L. A. Stabell, T. Nordgreen, J. Torresen, O. B. Fasmer and K. J. Oedegaard. "Applying machine learning in motor activity time series of depressed bipolar and unipolar patients compared to healthy controls." PLOS ONE 15, no. 8 (2020): e0231995.
F. M. Noori, M. Riegler, M. Z. Uddin and J. Torresen. "Human Activity Recognition from Multiple Sensors Data Using Multi-fusion Representations and CNNs." ACM Transactions on Multimedia Computing, Communications, and Applications 16, no. 2 (2020): 1-19.
2019
F. M. Noori, S. Kahlon, P. Lindner, T. Nordgreen, J. Torresen and M. Riegler. Heart Rate Prediction from Head Movement during Virtual Reality Treatment for Social Anxiety In 2019 International Conference on Content-Based Multimedia Indexing (CBMI). IEEE, 2019.
J. I. Frogner, F. M. Noori, P. Halvorsen, S. Hicks, E. Garcia-Ceja, J. Torresen and M. Riegler. One-Dimensional Convolutional Neural Networks on Motor Activity Measurements in Detection of Depression In Proceedings of the 4th International Workshop on Multimedia for Personal Health & Health Care - HealthMedia '19, Edited by S. Boll, J. Lee, J. Meyer, N. Nag and N. E. O'Connor. New York, NY, USA: ACM Press, 2019.PDF icon p9-frogner.pdf (2.06 MB)
E. Garcia-Ceja, M. Riegler, A. K. Kvernberg and J. Torresen. "User-adaptive models for activity and emotion recognition using deep transfer learning and data augmentation." User Modeling and User-Adapted Interaction (2019): 1-29.
2018
E. Garcia-Ceja, M. Riegler, P. Jakobsen, J. Torresen, T. Nordgreen, K. J. Oedegaard and O. B. Fasmer. Motor Activity Based Classification of Depression in Unipolar and Bipolar Patients In 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS), Edited by B. Kane. Karlstad, Sweden: IEEE, 2018.