Download Advances in Artificial Intelligence: 29th Canadian by Richard Khoury, Christopher Drummond PDF

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By Richard Khoury, Christopher Drummond

This booklet constitutes the refereed court cases of the twenty ninth Canadian convention on synthetic Intelligence, Canadian AI 2016, held in Victoria, BC, Canada, in May/June 2016. The 12 complete papers and 27 brief papers offered have been rigorously reviewed and chosen from ninety seven submissions. the focal point of the convention was once at the following matters: activities and behaviours, audio and visible reputation, traditional language processing, reasoning and studying, streams and dispensed computing.

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Chang et al. to note that the performance measurement of LibSVM “Accuracy3 ” becomes “Recall4 ” in our One-Class training phase. During the test phase, the obtained classifier model is tested in Binary-Class SVM with Data 2 which has never been learnt by the model. The best performance measurement (“Accuracy” in our Binary-Class test phase) achieved is stored as the final successful classification result. As mentioned above, in order to avoid the variations due to the random selection of data, we carried out the experiment for 3 times and took the average of the 3 obtained “Accuracy” values for each IDUL as the final performance measurements.

In: Advances in Neural Information Processing Systems, pp. 135–146 (1999) 14. : Capturing global and local dynamics for human action recognition. In: 2014 22nd International Conference on Pattern Recognition (ICPR), pp. 1946– 1951. IEEE (2014) 15. : HON4D:: histogram of oriented 4D normals for activity recognition from depth sequences. In: IEEE Conference on Computer Vision and Pattern Recognition (2013) 16. : Feature weighting in dynamic timewarping for gesture recognition in depth data. In: CVPR Workshops (CVPRW), pp.

5 Conclusions and Future Work This paper describes ongoing work of the SMILE project that aims to build an intelligent system inferring activities and providing suggestions to the residents in the home. In collaboration with the Center on Aging at The University of West Florida and Covenant Hospice, the prototype system will be deployed in the near future to an inpatient resi‐ dence facility. It will be used in a number of already approved human-subject studies in which residents of the facility perform daily activities to record real-world data.

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