<p>(a) Predictability of in-home mobility, defined as the proportion of correct estimates, is shown as a function of allowable error. For example, 95.8% of mobility estimates are within 1 of observed values, and over 99% of mobility estimates are within 3 of observed values. (b) The difference between estimated and observed probabilities are shown (black line) as a function of mobility. The <i>y = 0</i> line (gray dashed line) represents perfect predictability. The regression model over estimates 0's by 1%, underestimates 1's by 1.2%, and is off by less than 0.2% for the rest of the mobility values. Confidence intervals on the predictability have been omitted as they are too small to distinguish from the figure traces (see <a href="http://w...
Given the difficulties in predicting human behavior, one may wish to establish bounds on our ability...
<p>Plot represents the predicted transport walking of the square root transformed variable for high-...
It has been recently claimed that human movement is highly predictable. While an upper bound of 93% ...
Understanding what impacts the predictability of human movement is a key element for the further imp...
This is the publisher’s final pdf. The published article is copyrighted by the author(s) and publish...
Predictability of human movement is a theoretical upper bound for the accuracy of movement predictio...
Abstract Given the difficulties in predicting human behavior, one may wish to establish bounds on ou...
Predicting mobility-related behavior is an important yet challenging task. On one hand, factors such...
Fundamental laws governing human mobility have many important applications such as forecasting and c...
Abstract Predictive models for human mobility have important applications in many fields including t...
Predicting mobility-related behavior is an important yet challenging task. On one hand, factors such...
(A) Identification of top-10 predictive variables affecting Rt estimation. (B) Top-10 most contribut...
<p>Notes. 0 = not owning one’s own home, 1 = owning (partially or fully) one’s own home. Fit indices...
Abstract Next place prediction algorithms are invaluable tools, capable of increasing the efficiency...
<p>Time series plots of in-home mobility for 5 different participants (color coded) for daily-mobili...
Given the difficulties in predicting human behavior, one may wish to establish bounds on our ability...
<p>Plot represents the predicted transport walking of the square root transformed variable for high-...
It has been recently claimed that human movement is highly predictable. While an upper bound of 93% ...
Understanding what impacts the predictability of human movement is a key element for the further imp...
This is the publisher’s final pdf. The published article is copyrighted by the author(s) and publish...
Predictability of human movement is a theoretical upper bound for the accuracy of movement predictio...
Abstract Given the difficulties in predicting human behavior, one may wish to establish bounds on ou...
Predicting mobility-related behavior is an important yet challenging task. On one hand, factors such...
Fundamental laws governing human mobility have many important applications such as forecasting and c...
Abstract Predictive models for human mobility have important applications in many fields including t...
Predicting mobility-related behavior is an important yet challenging task. On one hand, factors such...
(A) Identification of top-10 predictive variables affecting Rt estimation. (B) Top-10 most contribut...
<p>Notes. 0 = not owning one’s own home, 1 = owning (partially or fully) one’s own home. Fit indices...
Abstract Next place prediction algorithms are invaluable tools, capable of increasing the efficiency...
<p>Time series plots of in-home mobility for 5 different participants (color coded) for daily-mobili...
Given the difficulties in predicting human behavior, one may wish to establish bounds on our ability...
<p>Plot represents the predicted transport walking of the square root transformed variable for high-...
It has been recently claimed that human movement is highly predictable. While an upper bound of 93% ...