Company Filing History:
Years Active: 2012-2017
Title: Kevin Yu: Innovator in Anomaly Detection and Change Point Detection
Introduction: Kevin Yu is an accomplished inventor based in Palo Alto, CA, with a remarkable portfolio of 19 patents. His work primarily focuses on advanced data analysis techniques, particularly in the fields of time series data and anomaly detection. Kevin's innovative contributions enhance the capabilities of various systems in processing and interpreting complex data flows.
Latest Patents: Among Kevin's latest patents is one that addresses non-parametric change point detection. This innovation outlines systems, mediums, and methods for simultaneously identifying multiple types of changes within time series data. By selecting a plurality of potential change points in a given signal, the method quality assesses the data before and after each change point. The technique then compares normalized differences of cumulative distribution functions to a threshold value, ultimately determining valid change points that represent significant transformations in the signal.
Another notable patent from Kevin focuses on statistics-based anomaly detection. This approach details the systems and methods for identifying anomalies within discrete signals associated with data flows in a network over specified time intervals. By generating likelihood sequences from historical probability distributions, the method effectively segments the signal at specific change points. It then evaluates segments against the historical statistics to classify them as anomalies, thereby advancing the field of network performance monitoring.
Career Highlights: Kevin has built a successful career with significant roles at major tech firms. He has worked at Google Inc., contributing to various innovative projects that leverage his expertise in data analysis. Additionally, he has collaborated with Luminate Wireless, Inc., where he further developed his skills in dealing with complex data systems. His diverse work experience in these reputable companies has empowered him to push the boundaries of innovation within his field.
Collaborations: Throughout his career, Kevin has had the opportunity to collaborate with notable professionals in the industry. Among his coworkers are Yuan Yuan and Michial Allen Gunter, both of whom have contributed to the development of cutting-edge technologies in data processing and analysis. These collaborations have likely enhanced Kevin's ability to implement innovative ideas through teamwork and knowledge exchange.
Conclusion: Kevin Yu's contributions to the fields of change point detection and anomaly detection represent a significant advancement in data analysis methodologies. His 19 patents highlight a career dedicated to innovation, enhancing the capabilities of various systems that rely on accurate data interpretation. As Kevin continues to develop new technologies, his impact on the industry will undoubtedly grow, fostering further advancements in understanding and managing complex datasets.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.