Cognitive neuro-linguistic behavior recognition system for multi-sensor data fusion

A non-transitory, processor-readable medium storing instructions that, when executed, cause a processor of a behavior recognition system to:

• initialize, using an application programming interface (API) call, a data collector of the behavior recognition system;
• identify data associated with a received request to add the data to a machine learning engine of the behavior recognition system;
• retrieve the data via the processor and in response to the received request;
• generate a stable model of words based on a statistical distribution of combinations of symbols, the symbols being associated with a normalized version of the data;
• calculate a score for at least one word from the stable model of words;
• and
• cause transmission of a behavioral alert based on the score.

A system, comprising:

• a processor;
• and
• a memory storing instructions to cause the processor to:
• initialize, using an application programming interface (API) call, a data collection procedure;
• identify data associated with a received request to add the data to a machine learning engine of the system;
• retrieve the data via the processor and in response to the received request;
• generate a stable model of words based on a statistical distribution of combinations of symbols, the symbols being associated with a normalized version of the data;
• calculate a plurality of scores for the stable model of words;
• and
• cause transmission of behavioral alerts based on the plurality of scores.