Publications of project NINAPRO
2015
| Transfer Learning through Greedy Subset Selection, , and , Idiap-RR-26-2015 |
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2014
| Characterization of a Benchmark Database for Myoelectric Movement Classification, , , , , , , , and , in: Transactions on Neural Systems and Rehabilitation Engineering, 23:73-83, 2014 |
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| Multi-Source Adaptive Learning for Fast Control of Prosthetics Hand, , and , in: Proceedings of the International Conference on Pattern Recognition, Stockholm, pages 2769 - 2774, 2014 |
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| Stable Myoelectric Control of a Hand Prosthesis using Non-Linear Incremental Learning, , , , , , , and , in: Frontiers in Neurorobotics, 8, 2014 |
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| The Movement Error Rate for Evaluation of Machine Learning Methods for sEMG-based Hand Movement Classification, , , , and , in: Transactions on Neural Systems and Rehabilitation Engineering:735 - 744, 2014 |
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2013
| Exploiting Accelerometers to Improve Movement Classification for Prosthetics, and , in: International Conference on Rehabilitation Robotics, 2013 |
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| From N to N+1: Multiclass Transfer Incremental Learning, , and , in: Proceedings of the Conference on Computer Vision and Pattern Recognition, 2013 |
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| Learning to Learn by Exploiting Prior Knowledge, , EDIC, 2013 |
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| Stability and Hypothesis Transfer Learning, and , in: International Conference on Machine Learning, 2013 |
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2012
| Building the NinaPro Database: a Resource for the Biorobotics Community, , , , , , , , and , in: Proceedings of the Fourth IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, 2012 |
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| Experiences in the Creation of an Electromyography Database to Help Hand Amputated Persons, , , , , , and , in: Proceedings of the 24th European Medical Informatics Conference, 2012 |
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| On the Challenge of Classifying 52 Hand Movements from Surface Electromyography, , and , in: 34th Annual Conference of the IEEE Engineering in Medicine & Biology Society, 2012 |
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