The present dataset is based on implementing of 3 approaches  with respect to the acquisition of driver data. The same one that we propose to use a sensor of concentration of alcohol in the environment (physiological), a sensor that measure the temperature of the defined points on driver’s face (biological) and another one that allows to identify and recognize the thickness of the pupil (visual characteristics).

 

Instructions: 

The present dataset is based on implementing 3 approaches with respect to the acquisition of driver data. The same one that we propose to use a sensor of the concentration of alcohol in the environment (physiological), a sensor that measures the temperature of the defined points on driver’s face (biological) and another one that allows to identify and recognize the thickness of the pupil (visual characteristics).

 

 Number of Instances: 390 (217 for no alcohol presence

                                          173 for alcohol presence with 

                                                   different concentration)

 

 Number of Attributes: 5 numeric, predictive attributes and the class

 

 Attribute Information:

   1. acohol concentration in the car environment in ml/L

   2. car environment temperature in degrees Celsius

   3. face temperature min in degrees Celsius

   4. face temperature max in degrees Celsius

   5. pupil ratio

   6. class: 

       1 No acohol presence

       2 acohol presence

 

Categories:
1238 Views

In the era of increasing connectivity, everything including upcoming medical devices is being connected to the internet. These medical devices are monitoring units which measure application specific parameters, process them, perform data encoding and send them to a cloud server. Intravenous (IV) therapy is a common medical procedure which requires a continuous monitoring of the setup to avoid complications which can be achieved by running the system for hours. Traditionally, doctors and nurses use their experience to estimate the time required by an IV to run.

Categories:
117 Views