Descartes Systems (usa) LLC

Palidian Incorporated

Nasser Mohamed

Raimundo Onetto

Douglas David Coughran, Iv

Rany Polany

Patrick Miller Coughran

Nathalie Saade

Evan Fields

Aurelio De Padua Gandra

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for scoring candidate routes. One of the methods includes obtaining a predictive model trained on training examples from trip log data, wherein each training example has feature values from a particular trip and a value of a dependent variable that represents an outcome of a portion of the particular trip, wherein the features of each particular trip include values obtained from one or more external data feed sources that specify a value of a sensor measurement at a particular point in time during the trip. Sensor values from one or more external data feed sources of a sensor network are received. Feature values are generated using the sensor values received from the one or more external data feed sources. A predicted score is computed for each route using the feature values for the candidate route.

Integrated multi-location scheduling, routing, and task management

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Oakland, CA, United States of America

Nasser Mohamed