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Viser treff 1-15 av 15

2019
1 Frogner, Joakim Ihle; Noori, Farzan Majeed; Halvorsen, Pål; Hicks, Steven Alexander; Garcia-Ceja, Enrique; Tørresen, Jim; Riegler, Michael.
One-Dimensional Convolutional Neural Networks on Motor Activity Measurements in Detection of Depression. I: Proceedings of the 4th International Workshop on Multimedia for Personal Health & Health Care. ACM Digital Library 2019 ISBN 978-1-4503-6914-5. s. 9-15
HK OSLOMET SINTEF UiO Untitled
 
2 Garcia Ceja, Enrique Alejandro; Riegler, Michael Alexander; Kvernberg, Anders Kongsli; Tørresen, Jim.
User-adaptive models for activity and emotion recognition using deep transfer learning and data augmentation. User modeling and user-adapted interaction 2019 s. 1-29
HK SINTEF UiO Untitled
 
3 Garcia-Ceja, Enrique.
Machine Learning and Wearable Sensors for Mental Health Monitoring. ML Seminars; 2019-01-23
SINTEF Untitled
 
4 Garcia-Ceja, Enrique; Hugo, Åsmund; Morin, Brice; Hansen, Per Olav; Martinsen, Espen; Lam, An Ngoc; Haugen, Øystein.
Towards the Automation of a Chemical Sulphonation Process with Machine Learning. The 7th International Conference on Control, Mechatronics and Automation; 2019-11-06 - 2019-11-08
HIOF SINTEF Untitled
 
5 Garcia-Ceja, Enrique; Morin, Brice.
User Recognition Based on Daily Actigraphy Patterns. 13th International Conference on Trust Management; 2019-07-17 - 2019-07-19
SINTEF Untitled
 
6 Garcia-Ceja, Enrique; Morin, Brice.
User Recognition Based on Daily Actigraphy Patterns. I: Trust Management XIII. Springer Publishing Company 2019 ISBN 978-3-030-33715-5. s. 73-80
SINTEF Untitled
 
7 Jakobsen, Petter; Fasmer, Ole Bernt; Riegler, Michael; Garcia-Ceja, Enrique; Henriksen, Tone Elise Gjøtterud; Nordgreen, Tine; McInnis, Melvin; Tørresen, Jim; Ødegaard, Ketil Joachim.
Detecting and Predicting Mood Transitions in Bipolar Disorder - study protocol. The 21st Annual International Society for Bipolar Disorders Conference; 2019-03-20 - 2019-03-23
HAUKELAND HELSEFONNA SINTEF UiB UiO Untitled
 
8 Noori, Farzan Majeed; Garcia-Ceja, Enrique; Uddin, Md Zia; Riegler, Michael; Tørresen, Jim.
Fusion of Multiple Representations Extracted from a Single Sensor’s Data for Activity Recognition Using CNNs. I: 2019 International Joint Conference on Neural Networks (IJCNN). IEEE 2019 ISBN 978-1-7281-1985-4. s. -
HK UiO Untitled
 
2018
9 Garcia Ceja, Enrique Alejandro; Ellefsen, Kai Olav; Martin, Charles Patrick; Tørresen, Jim.
Prediction, Interaction, and User Behaviour. IEEE World Congress on Computational Intelligence; 2018-07-08 - 2018-07-13
UiO Untitled
 
10 Garcia Ceja, Enrique Alejandro; Riegler, Michael; Jakobsen, Petter; Tørresen, Jim; Nordgreen, Tine; Ødegaard, Ketil Joachim; Fasmer, Ole Bernt.
Motor activity based classification of depression in unipolar and bipolar patients. IEEE International Symposium on Computer-Based Medical Systems 2018 s. 316-321
UiB UiO Untitled
 
11 Garcia Ceja, Enrique Alejandro; Riegler, Michael; Nordgreen, Tine; Jakobsen, Petter; Ødegaard, Ketil Joachim; Tørresen, Jim.
Mental health monitoring with multimodal sensing and machine learning: A survey. Pervasive and Mobile Computing 2018 ;Volum 51. s. 1-26
HAUKELAND UiB UiO Untitled
 
12 Garcia Ceja, Enrique Alejandro; Uddin, Md Zia; Tørresen, Jim.
Classification of Recurrence Plots' Distance Matrices with a Convolutional Neural Network for Activity Recognition. Procedia Computer Science 2018 ;Volum 130. s. 157-163
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13 Garcia-Ceja, Enrique; Riegler, Michael; Jakobsen, Petter; Tørresen, Jim; Nordgreen, Tine; Ødegaard, Ketil Joachim; Fasmer, Ole Bernt.
Depresjon: a motor activity database of depression episodes in unipolar and bipolar patients. I: MMSys '18: Proceedings of the 9th ACM Multimedia Systems Conference. Association for Computing Machinery (ACM) 2018 ISBN 978-1-4503-5192-8. s. 472-477
HAUKELAND UiB UiO Untitled
 
14 Tørresen, Jim; Garcia Ceja, Enrique Alejandro; Barone, Dante.
Special session on Computational Intelligence for Sensing and Predicting Human Mental and Medical State. WCCI-IJCNN (Rio de Janeiro, 8-13, July 2018); 2018-07-13
UiO Untitled
 
15 Tørresen, Jim; Garcia Ceja, Enrique Alejandro; Ellefsen, Kai Olav; Martin, Charles Patrick.
Equipping Systems with Forecasting Capabilities. Guest lecture in graduate course "Mind and Machines" at UFRGS; 2018-07-12
UiO Untitled