2020
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1. |
Woll, Anita; Tørresen, Jim. Bridging the User Barriers of Home Telecare. Advances in Intelligent Systems and Computing 2020 ;Volum 1069. s. 816-835 UiO
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2019
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2. |
Ahmadi, Arash; Till, Katharina; Hafting, Yngve; Schuttpelz, Mark; Bjørås, Magnar; Glette, Kyrre; Tørresen, Jim; Rowe, Alexander D.; Dalhus, Bjørn. Additive manufacturing of laminar flow cells for single-molecule experiments. Scientific Reports 2019 ;Volum 9.(1) s. - UiO OUS NTNU
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3. |
Becker, Artur; Herrebrøden, Henrik; Gonzalez Sanchez, Victor Evaristo; Nymoen, Kristian; Dal Sasso Freitas, Carla Maria; Tørresen, Jim; Jensenius, Alexander Refsum. Functional Data Analysis of Rowing Technique Using Motion Capture Data. I: Proceedings of the 6th International Conference on Movement and Computing. ACM Publications 2019 ISBN 978-1-4503-7654-9. UiO
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4. |
Casagrande, Flavia Dias; Tørresen, Jim; Zouganeli, Evi. Comparison of Probabilistic Models and Neural Networks on Prediction of Home Sensor Events. I: 2019 International Joint Conference on Neural Networks (IJCNN). IEEE 2019 ISBN 978-1-7281-1985-4. s. - OSLOMET UiO
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5. |
Casagrande, Flavia Dias; Tørresen, Jim; Zouganeli, Evi. Predicting Sensor Events, Activities, and Time of Occurrence Using Binary Sensor Data From Homes With Older Adults. IEEE Access 2019 ;Volum 7.(1) s. 111012--111029 UiO OSLOMET
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Casagrande, Flavia Dias; Tørresen, Jim; Zouganeli, Evi. Prediction of the Next Sensor Event and Its Time of Occurrence in Smart Homes. Lecture Notes in Computer Science (LNCS) 2019 ;Volum 11730 LNCS. s. 462-473 UiO OSLOMET
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7. |
Casagrande, Flavia Dias; Tørresen, Jim; Zouganeli, Evi. Sensor Event Prediction using Recurrent Neural Network in Smart Homes for Older Adults. I: 9th International Conference on Intelligent Systems (IS’18). IEEE (Institute of Electrical and Electronics Engineers) 2019 ISBN 978-1-5386-7098-9. s. 662-668 UiO OSLOMET
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8. |
Ellefsen, Kai Olav; Huizinga, Joost; Tørresen, Jim. Guiding Neuroevolution with Structural Objectives. Evolutionary Computation 2019 ;Volum 28.(1) s. 115-140 UiO
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9. |
Ellefsen, Kai Olav; Tørresen, Jim. Self-adapting Goals Allow Transfer of Predictive Models to New Tasks. I: Nordic Artificial Intelligence Research and Development: Third Symposium of the Norwegian AI Society, NAIS 2019. Springer 2019 ISBN 978-3-030-35664-4. s. 28-39 UiO
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10. |
Faitas, Andrei; Baumann, Synne Engdahl; Næss, Torgrim Rudland; Tørresen, Jim; Martin, Charles Patrick. Generating Convincing Harmony Parts with Simple Long Short-Term Memory Networks. I: Proceedings of the International Conference on New Interfaces for Musical Expression. Porto Alegre: Universidade Federal do Rio Grande do Sul 2019 UiO
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11. |
Frogner, Joakim Ihle; Noori, Farzan Majeed; Halvorsen, Pål; Hicks, Steven; Garcia-Ceja, Enrique; Tørresen, Jim; Riegler, Michael. One-Dimensional Convolutional Neural Networks on Motor Activity Measurements in Detection of Depression. I: HealthMedia '19: Proceedings of the 4th International Workshop on Multimedia for Personal Health & Health Care. Association for Computing Machinery (ACM) 2019 ISBN 978-1-4503-6914-5. s. 9-15 HK SINTEF OSLOMET UiO
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12. |
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 UiO HK SINTEF
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13. |
Garcia, Rafael; Falcao, Alexandre Xavier; Telea, Alexandru C.; Castro da Silva, Bruno; Tørresen, Jim; Comba, Joao Luiz Dihl. A Methodology for Neural Network Architectural Tuning Using Activation Occurrence Maps. I: 2019 International Joint Conference on Neural Networks (IJCNN). IEEE 2019 ISBN 978-1-7281-1985-4. s. - UiO
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14. |
Khaksar, Weria; Uddin, Md Zia; Tørresen, Jim. Fuzzy Motion Planning for Nonholonomic Mobile Robot Navigation in Unknown Indoor Environments. International Journal of Mechanical Engineering and Robotics Research (IJMERR) 2019 ;Volum 8.(1) s. 6-11 UiO
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15. |
Khaksar, Weria; Uddin, Md Zia; Tørresen, Jim. Multi-Query Motion Planning in Uncertain Spaces: Incremental Adaptive Randomized Roadmaps. International Journal of Applied Mathematics and Computer Science 2019 ;Volum 29.(4) s. 641-654 UiO
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16. |
Khaksar, Weria; Uddin, Md Zia; Tørresen, Jim. Neuro-Fuzzy Sampling: Safe and fast multi-query randomized path planning for mobile robots. Communications in Computer and Information Science (CCIS) 2019 ;Volum 1015. s. 13-27 UiO
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17. |
Lan, Qichao; Tørresen, Jim; Jensenius, Alexander Refsum. RaveForce: A Deep Reinforcement Learning Environment for Music Generation. I: SMC 2019 Proceedings of the 16th Sound & Music Computing Conference. Malaga: Society for Sound and Music Computing 2019 ISBN 978-84-09-08518-7. s. 217-222 UiO
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18. |
Martin, Charles Patrick; Tørresen, Jim. An Interactive Musical Prediction System with Mixture Density Recurrent Neural Networks. I: Proceedings of the International Conference on New Interfaces for Musical Expression. Porto Alegre: Universidade Federal do Rio Grande do Sul 2019 s. 260-265 UiO
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19. |
Miseikis, Justinas; Brijacak, Inka; Yahyanejad, Saeed; Glette, Kyrre; Elle, Ole Jacob; Tørresen, Jim. Two-Stage Transfer Learning for Heterogeneous Robot Detection and 3D Joint Position Estimation in a 2D Camera Image Using CNN. IEEE International Conference on Robotics and Automation (ICRA) 2019 ;Volum 2019-May. s. 8883-8889 OUS UiO
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20. |
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. - UiO
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21. |
Noori, Farzan Majeed; Kahlon, Smiti; Lindner, Philip; Nordgreen, Tine; Tørresen, Jim; Riegler, Michael. Heart Rate Prediction from Head Movement during Virtual Reality Treatment for Social Anxiety. I: Proceedings of Content Based Multimedia Information (CBMI 2019). IEEE conference proceedings 2019 ISBN 978-1-7281-4673-7. s. - HAUKELAND HK UiO
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22. |
Noori, Farzan Majeed; Uddin, Md Zia; Tørresen, Jim. Robot-Care for the Older People: Ethically Justified or Not?. I: Proceedings of the 9th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. IEEE 2019 ISBN 978-1-5386-8129-9. s. 43-47 UiO
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23. |
Noori, Farzan Majeed; Wallace, Benedikte; Uddin, Md Zia; Tørresen, Jim. A Robust Human Activity Recognition Approach Using OpenPose, Motion Features, and Deep Recurrent Neural Network. Lecture Notes in Computer Science (LNCS) 2019 ;Volum 11482 LNCS. s. 299-310 UiO
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24. |
Nygaard, Tønnes Frostad; Martin, Charles Patrick; Tørresen, Jim; Glette, Kyrre. Evolving Robots on Easy Mode: Towards a Variable Complexity Controller for Quadrupeds. Lecture Notes in Computer Science (LNCS) 2019 ;Volum 11454 LNCS. s. 616-632 UiO
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25. |
Nygaard, Tønnes Frostad; Martin, Charles Patrick; Tørresen, Jim; Glette, Kyrre. Self-Modifying Morphology Experiments with DyRET: Dynamic Robot for Embodied Testing. IEEE International Conference on Robotics and Automation (ICRA) 2019 ;Volum 2019-May. s. 9446-9452 UiO
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26. |
Nygaard, Tønnes Frostad; Nordmoen, Jørgen Halvorsen; Ellefsen, Kai Olav; Martin, Charles Patrick; Tørresen, Jim; Glette, Kyrre. Experiences from Real-World Evolution with DyRET: Dynamic Robot for Embodied Testing. I: Nordic Artificial Intelligence Research and Development: Third Symposium of the Norwegian AI Society, NAIS 2019. Springer 2019 ISBN 978-3-030-35664-4. s. 58-68 UiO
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27. |
Rokkones, Anders Skibeli; Uddin, Md Zia; Tørresen, Jim. Facial Expression Recognition Using Robust Local Directional Strength Pattern Features and Recurrent Neural Network. I: 9TH IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS. IEEE 2019 ISBN 978-1-7281-2745-3. s. 283-288 UiO
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28. |
Schulz, Trenton Wade; Holthaus, Patrick; Amirabdollahian, Farshid; Koay, Kheng Lee; Tørresen, Jim; Herstad, Jo. Differences of Human Perceptions of a Robot Moving using Linear or Slow in, Slow out Velocity Profiles When Performing a Cleaning Task. I: 2019 28th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). IEEE 2019 ISBN 978-1-7281-2622-7. s. - UiO
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29. |
Schulz, Trenton Wade; Tørresen, Jim; Herstad, Jo. Animation Techniques in Human-Robot Interaction User Studies: A Systematic Literature Review. ACM Transactions on Human-Robot Interaction 2019 ;Volum 8.(2) UiO
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30. |
Teigen, Bjørn Ivar; Ellefsen, Kai Olav; Tørresen, Jim. A Categorization of Reinforcement Learning Exploration Techniques Which Facilitates Combination of Different Methods. I: Proceedings of the 9th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. IEEE 2019 ISBN 978-1-5386-8129-9. s. 189-194 UiO
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31. |
Uddin, Md Zia; Khaksar, Weria; Tørresen, Jim. A Thermal Camera-based Activity Recognition Using Discriminant Skeleton Features and RNN. I: The 17th IEEE International Conference on Industrial Informatics (IEEE-INDIN 2019): Proceedings. IEEE 2019 ISBN 9781-7281-2927-3. UiO
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32. |
Uddin, Md Zia; Tørresen, Jim. Activity Recognition Using Smartphone Sensors, Robust Features, and Recurrent Neural Network. International Symposium on Medical Information and Communication Technology 2019 ;Volum 2019-May. UiO
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33. |
Weber, Aline; Alegre, Lucas N.; Tørresen, Jim; Castro da Silva, Bruno. Parameterized Melody Generation with Autoencoders and Temporally-Consistent Noise. I: Music Proceedings of the International Conference on New Interfaces for Musical Expression. Porto Alegre: Universidade Federal do Rio Grande do Sul 2019 s. 174-179 UiO
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34. |
Weber, Aline; Martin, Charles Patrick; Tørresen, Jim; da Silva, Bruno Castro. Identifying Reusable Early-Life Options. I: Proceedings of the 9th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics. IEEE 2019 ISBN 978-1-5386-8129-9. UiO
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