Our approach to the BioCreative IV challenge of recognition and classification of drug names (CHEMDNER task) aimed at achieving high levels of precision by applying semantic similarity validation techniques to Chemical Entities of Biological Interest (ChEBI) mappings.
Compared with the standard k-means clustering, our vocabulary selection criteria is proven to be more efficient and robust against the inherent challenges of action recognition.
There are efficient solutions for resolving the implementation challenges of speech recognition on the GPU that achieve more than an order of magnitude speedup compared to sequential execution.
In natural scenes, however, the challenges of object recognition are typically further compounded by the presence of several objects which should be perceived as distinct entities.
Clearly, background noise poses a significant challenge to recognition especially of low-intensity peaks.
Multi-stakeholder dialogues (MSDs) can facilitate consensus building through collective identification of challenges, recognition of shared goals and interests, and creation of solution pathways.
This study was motivated by a desire to address the challenge of depression recognition by non-psychiatric physicians, and in particular, recognition of depression in the elderly where depression symptoms and symptoms of comorbid medical illness overlap [ 13- 15].
As a result, SD-1 offered more challenges in terms of recognition as opposed to SD-3.
Literature The literature poses a range of challenges regarding recognition of higher education institutions and courses across borders.
With tablet computing, the challenge of handwriting recognition -- which relies in part on analyzing grammar -- will make it possible to improve the grammar function.
In addition there are the painful, bitter memories of wars, and the challenge of mutual recognition not yet met by all in the Middle East.
