Doug Johnson

Title: Doug Johnson: Innovator in Support Vector Machine Training

Introduction

Doug Johnson is a notable inventor based in Austin, TX. He has made significant contributions to the field of machine learning, particularly in the area of support vector machines (SVM). His innovative approach to on-line training of SVMs has garnered attention in the tech community.

Latest Patents

Doug Johnson holds a patent for a "System and method for on-line training of a support vector machine." This patent describes a system that trains an SVM using training sets derived from a stream of process data. The system is designed to detect the availability of new training data and construct training sets accordingly. Over time, multiple training sets are presented to the SVM, and a buffer is maintained to ensure effective training. The historical database of time-stamped data can also be utilized to enhance the training process.

Career Highlights

Doug is currently employed at Pavilion Technologies, Inc., where he continues to develop innovative solutions in machine learning. His work has been instrumental in advancing the capabilities of SVMs, making them more efficient and effective in processing real-time data.

Collaborations

Doug collaborates with talented individuals such as Eric J Hartman and Bruce Ferguson. Their combined expertise contributes to the success of their projects and the advancement of technology in their field.

Conclusion

Doug Johnson's contributions to the field of machine learning, particularly through his patent on SVM training, highlight his innovative spirit and dedication to advancing technology. His work at Pavilion Technologies, Inc. continues to influence the industry positively.