Travis L Bauer

Title: The Innovations of Travis L Bauer

Introduction

Travis L Bauer is an accomplished inventor based in Albuquerque, NM. He holds 2 patents that showcase his expertise in boundary detection and text document analysis. His innovative approaches have contributed significantly to the fields of data processing and information retrieval.

Latest Patents

One of his latest patents is titled "Efficient Generalized Boundary Detection." This invention presents fast, efficient, and robust compression-based methods for detecting boundaries in arbitrary datasets, including sequences. The methods utilize three simple algorithms to approximate the information distance between two adjacent sliding windows within a dataset. One algorithm calculates an initial ordered list of subsequences, while another updates this list by dropping the first entry and appending the last entry. Large values in the distance metric indicate boundary locations, which can be further refined using a smoothed z-score or a wavelet-based algorithm to identify peaks. An adaptive version of this method employs various window sizes and weighting functions, making it suitable for real datasets with complex and changing structures.

Another significant patent by Bauer is focused on the "Computation of Term Dominance in Text Documents." This invention introduces an improved entropy-based term dominance metric that characterizes a corpus of text documents. It allows for the comparison of term dominance metrics between two corpora with differing document counts, enhancing the analysis of textual data.

Career Highlights

Travis has worked with notable organizations such as Sandia Corporation and National Technology & Engineering Solutions of Sandia, LLC. His experience in these companies has allowed him to develop and refine his innovative ideas, contributing to advancements in technology and research.

Collaborations

Throughout his career, Travis has collaborated with talented individuals, including Zachary O Benz and Stephen Joseph Verzi. These partnerships have fostered a creative environment that has led to the development of impactful inventions.

Conclusion

Travis L Bauer's contributions to innovation through his patents in boundary detection and text document analysis highlight his significant role in advancing technology. His work continues to influence the fields of data processing and information retrieval.