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However, majority of these studies focused on discovering locations without considering historical data of social media users.
The modeling process is automated by a feature extraction tool, the Self-Organizing Map, considering historical data of climate variables (air temperature, relative humidity and wind speed) and load behavior, related through the thermal discomfort index and wind chill.
These algorithms are useful for many applications, such as water management and statistical analysis, because in many cases stream flow time series are available with coarse temporal steps (monthly), especially when considering historical data; however, in many cases, data that have a finer temporal resolution are needed (daily).
Considering historical data with a typical median OS of 6.2 months and 1-year OS rate of 25.5% and 1 and 2-year OS rates of 45% and 24% obtained with ipilimumab therapy in the treatment of advanced melanoma, the results achieved with anti-PD-1 therapy represent a terrific improvement in clinical benefit for these patients.
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This paper presented a risk factor probability comprehensive evaluation model which considers historical data as well as the experts' analysis of the object system in recent years, namely, the risk factor probability evaluation model based on information revision, and employed for risk evaluation of the city gas transmission and distribution system with a case study.
In this study, we proposed a method and interest measures to discover socially important locations that consider historical user data and each user's (individual's) preferences.
Therefore, to model offshore faults, it is important to consider historical tsunami data.
For instance, considering historical emissions based allocation, the selection of base year is controversial and the historical data may be arduous to obtain, especially for newly installed power plants.
Considering the historical data, the aggregators will be able to estimate where and how much the DSO might be interested in purchasing the desired flexibility services.
Considering these historical data, we tested the following hypotheses.
If subjects in a registry-based study are older than the registry, investigators will need to consider how historical data were handled.
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