Additionally, we propose a hybrid intelligence technique for semantic reasoning integrating LDA and HMM to extract network semantics based on learning patterns and features with syntax and semantic dependencies.
An AAM will, based on learned shape variation, generate a new image with a texture learned from the texture variation and then compute the distance between the synthesized and the given image that is to be segmented.
It follows that the aversion towards eyespot-like structures is innate, rather than based on learning and association of eyespots with danger.
The student's work should be evaluated, with grades based on learning, and the number of credit hours predetermined.
Related works on efficient training set definition for remote sensing image classification are mainly based on semisupervised learning with limited or small training sets, including transfer learning (TL) and active learning (AL).
This quality improvement process will be based on action learning principles with the aim of encouraging shared learning at various levels of the organisation; greater self-awareness and self-confidence (resulting from new insights and feedback); ability to ask better questions and be more reflective; and improved communications and teamwork [ 20].
To cope with this issue, a novel and effective method based on deep learning with convolutional neural networks (CNNs) is proposed.
This paper presents a power management strategy for a plug-in hybrid electric vehicle based on reinforcement learning with continuous state and action spaces (Actor-Critic method, which has been highly successful in artificial intelligence field).
For the word clustering, we used Brown's hierarchical algorithm and Skip-gram model based on deep learning with massive PubMed articles including titles and abstracts.
In the i2b2 de-identification challenge, systems based on machine learning with regular expression template features for all PHI categories performed best.
