Machine Learning-Enhanced Play Fairway Analysis for Uncertainty Characterization and Decision Support in Geothermal Exploration

Validation and Uncertainty in Analysis Decision Support

Coordinated machine learning and decision support for situation awareness

Domains such as force protection require an effective decision maker to maintain a high level of situation awareness. A system that combines humans with neural networks is a desirable approach. Furthermore, it is advantageous for the calculation engine to operate in three learning modes: supervised for initial training and known updating, reinforcement for online operational improvement, and un...

Machine Learning Techniques for Decision Support in Anesthesia

The growing availability of measurement devices in the operating room enables the collection of a huge amount of data about the state of the patient and the doctors’ practice during a surgical operation. This paper explores the possibilities of generating, from these data, decision support rules in order to support the daily anesthesia procedures. In particular, we focus on machine learning tec...

Machine Learning for Medical Decision Support and Individualized Treatment Assignment

World Health Organization estimates of health care expenditure reveal a global trend of increasing costs, and health care systems need to become more efficient at treating patients to slow this trend. Incentives are in place to develop information-based health care systems, and I claim that using machine learning tools in medicine will lead to improvements in patient care. My work demonstrates ...

willingness to communicate in the iranian context: language learning orientation and social support

why some learners are willing to communicate in english, concurrently others are not, has been an intensive investigation in l2 education. willingness to communicate (wtc) proposed as initiating to communicate while given a choice has recently played a crucial role in l2 learning. it was hypothesized that wtc would be associated with language learning orientations (llos) as well as social suppo...