Advances in Brain Inspired Cognitive Systems: 5th by Daniel J. Olsher (auth.), Huaguang Zhang, Amir Hussain,

By Daniel J. Olsher (auth.), Huaguang Zhang, Amir Hussain, Derong Liu, Zhanshan Wang (eds.)

This e-book constitutes the refereed lawsuits of the fifth foreign convention on mind encouraged Cognitive structures, BICS 2012, held in Shenyang, Liaoning, China in July 2012. The forty six top quality papers provided have been rigorously reviewed and chosen from 116 submissions. The papers are geared up in topical sections on biologically encouraged structures, cognitive neuroscience, types of awareness, and neural computation.

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Extra info for Advances in Brain Inspired Cognitive Systems: 5th International Conference, BICS 2012, Shenyang, China, July 11-14, 2012. Proceedings

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The uncertainty of the causal relationship is represented locally by the CPT (Conditional Probability Table) [6]. The P( X i pa( X i )) is associated with each node Xi, where pa(Xi) is the parent set of Xi. The conditional independence assumption and the joint probability distribution of X = (X1; X2;:::; Xn) can be worked out to define CPTs in the Bayesian network, namely, the chain rule of BN: P (X) = ∏iP( X i X i pa( X i ) . Using the joint probability distribution, BNs support probabilistic inference in the joint space.

The cardiovascular decision support framework has been validated using a sample of real patients’ data acquired from the Raigmore Hospital’s RACPC (Rapid Access Chest Pain Clinic). A variable elimination algorithm has been used to implement the BN Inference and clinical validation of the “Coronary Angiography” treatment has been carried out using Electronic Healthcare Records. Keywords: cardiovascular decision support system, ontology driven decision support with uncertainty modeling, clinical decision support and Bayesian Network.

This raises the question as to the relationship between plausibility and place illusion. Slater [4] maintains that plausibility can be independently invoked and is not dependent on experiencing place illusion. The current work suggested that plausibility may be more psychologically driven and rely less on technology based factors such as realistic representations and updating of the scene based on user’s bodily movements. In the midst of the efforts in developing context aware, reality-based computing systems, the current work demonstrated how properties of human minds impact the reality that gets construed.

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