Taken as a whole, the results from our cross-species, motif-blind supervised CRM prediction and motif-based comparison suggest that we have been able to discover genuine CRMs in four diverged insect species, at least some of which share function with their Drosophila counterparts.
In such cases, in order to achieve separation (convergence to a true minimum), it is necessary to incorporate additional knowledge about the mixing process and/or the source signals; however, this would make the separation process semi-blind or supervised.
Exploiting a Kronecker product of symbol and channel matrices, and applying the algorithms introduced in the first part, we propose three semi-blind and two supervised receivers, called Kronecker receivers, for jointly estimating the channel and the transmitted symbols.
- Supervised and semi-supervised training – We distinguish between supervised and semi-supervised training.
Indeed, with a significant amount of supervised training, blind subjects can learn to discriminate spatial properties such as shape, size, and location and even to perform simple "eye -hand coordination tasks such as catching or batting a ball.
Options for classification using machine learning methods include: unsupervised methods such as clustering and blind signal separation, or supervised methods such as artificial neural networks, support vector machines, nearest neighbor methods, Naive Bayes, decision trees, among others [ 6].
The aim of the current study was to investigate these issues in a single blind randomized design by comparing the effect of supervised NW versus non-supervised NW versus advice to stay active in relation to pain and pain-related function in patients with chronic LBP referred to a specialized out-patient back pain clinic [ 23].
The evaluation of immunostaining was performed independently by two gastrointestinal pathologists (TW and SS), both of whom were blinded to the clinicopathological data, and supervised by a third, senior pathologist (MST).
Assessments are done by independent, trained and supervised research-assistants, who are blind to the intervention.
In a recent randomised single blind study the short-term effect of supervised exercises was significantly better than the effect of rESWT on subacromial shoulder pain, but both groups improved [ 17].
