Real World Data
نویسندگان
چکیده
منابع مشابه
Modeling Real-World Data Sets
Traditionally, the performance of algorithms is evaluated using worst-case analysis. For a number of problems, this type of analysis gives overly pessimistic results: Worst-case inputs are rather artificial and do not occur in practical applications. In this lecture we review some alternative analysis approaches leading to more realistic and robust performance evaluations. Specifically, we focu...
متن کاملMeasuring Real-World Data Availability
This paper examines how server marketing claims of high reliability (e.g., 99.999%) stack up against real world data measurements. Our goals were to: measure discretionary NFS data availability, compare data availability between standalone and clustered systems, and draw some conclusions about best practices for customers. We explain our methodology for measuring, filtering, and categorizing av...
متن کاملSmog, Cognition and Real-World Decision-Making
Cognitive functioning is critical as in our daily life a host of real-world complex decisions in high-stakes markets have to be made. The decision-making process can be vulnerable to environmental stressors. Summarizing the growing economic and epidemiologic evidence linking air pollution, cognition performance and real-world decision-making, we first illustrate key physiological and psychologi...
متن کاملMachine Learning with real-world data
There are a huge number of ML methods, with new variants being invented every day. But the ways that one works with these various methods are very similar. Hence we are teaching this course to give students an introduction to the methodological and experimental issues involved in working with ML. To a large extent, the principles of good experimental practice are the same whether one is using a...
متن کاملInferring Real-World Relationships from Spatiotemporal Data
The pervasiveness of GPS-enabled mobile devices and the popularity of location-based services have generated, for the first time, massive data that represents the movements of people in the real world at a high resolution, aka spatiotemporal data. Such collections of spatiotemporal data constitute a rich source of information for studying various social behaviors, and in particular, give a boos...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Value in Health
سال: 2007
ISSN: 1098-3015
DOI: 10.1111/j.1524-4733.2007.00277.x