Company Filing History:
Years Active: 2024-2025
Title: Houwu Bai: Innovator in Anomaly Detection Technologies
Introduction
Houwu Bai is a prominent inventor based in San Jose, CA, known for his contributions to the field of anomaly detection within time-series data sets. With a total of 4 patents to his name, Bai has developed innovative methodologies that enhance the accuracy and efficiency of data analysis.
Latest Patents
Bai's latest patents include an "Anomaly detection system and method for implementing a data regularity check and adaptive thresholding." This invention focuses on computerized methodologies aimed at detecting anomalies in time-series data. The process involves analyzing the regularity of data points and determining whether a data aggregation process should be performed. By establishing a seasonality pattern and computing a silhouette score, Bai's system can effectively identify anomalous behavior within the data.
Another significant patent is "Anomaly detection through clustering of time-series data subsequences and determination of adaptive thresholding." This methodology evaluates candidate seasonality patterns and divides the time-series data into subsequences. By clustering these subsequences and measuring the clustering quality, Bai's approach allows for the selection of the most effective seasonality pattern for anomaly detection.
Career Highlights
Throughout his career, Houwu Bai has worked with notable companies such as Splunk Inc. and Cisco Technology, Inc. His experience in these organizations has contributed to his expertise in data analysis and anomaly detection technologies.
Collaborations
Bai has collaborated with talented individuals in the field, including Nishant Agarwal and Darshan Patel. These collaborations have likely enriched his work and led to further advancements in his innovative projects.
Conclusion
Houwu Bai's contributions to anomaly detection technologies demonstrate his commitment to advancing data analysis methodologies. His innovative patents and career achievements highlight his role as a significant inventor in this field.