Comparing Statistical and Machine Learning Classifiers: Alternatives for Predictive Modeling in Human Factors Research
The results for all scientific studies can be difficult to analyze due to False Negative and False Positive Data that are creating fuzzy results due to undesired noises created by false data.
Most scientific studies where using Linear Regression Modeling to analyze data collected, but such method are quite inaccurate for PREDICTIVE MODELING FOR HUMAN FACTORS RESEARCH.
Due to the robustness and the high-performance of the results produced by our method for Human Performance Prediction, this article was selected in 2001 for publishing as a milestone paper by the prestigious Journal of The Human Factors and Ergonomics Society (HFES), an interdisciplinary nonprofit professional organization covering the fields of human factors and ergonomics. It was founded in 1957 and is an organization of professionals devoted to the science of human factors and ergonomics. The society’s mission is to promote the discovery and exchange of knowledge concerning the characteristics of human beings that are applicable to the design of systems and devices of all kinds.
Over Twenty years later, this Genetic Modeling for Human Factors Research is still leading in the field of Self Learning Automated Systems for scientific research; and that explains in part the primary successes of MindfulChoice℠ and Mind Focused Coaching℠ innovative method in Cognition and Behavioral Psychology …
Application of Driver Training and Safety Research in Split-Second Decision Making under Stress, for Managing Impulsivity and Inattention with Mental Health and General Populations
Transferring living laboratory’s driving safety research into general population for all aspects of mental health through training for removing human resistance to change. By engaging the subjects solely in a caring path to success, and mentoring constructive ways to think POSITIVELY, facilitating their own choice to decide on their individual journey to progress, in making every day few mini steps in the right direction for six to eight weeks – Until they satisfactory master the knowledge, and behavioral skills for doing it alone as their new way to proceed.
In this Scientific Paper, we will have a walk through of the following:
In this Scientific Paper, we discussed the MindfulChoice℠
in-depth study of Tunnel Vision Effect.
over 30 years of law experience