This inventor holds 2 USPTO granted patents. Top assignee: International Business Machines Corporation. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Ye Wang: Innovator in Time Series Analysis and Image Labeling
Introduction
Ye Wang is a notable inventor based in Xi'an, China. He has made significant contributions to the fields of time series analysis and image labeling. With a total of 2 patents, his work focuses on developing methods and systems that enhance data analysis and error identification in training datasets.
Latest Patents
Ye Wang's latest patents include innovative methods for finding outliers in similar time series samples and facilitating the identification of error image labels. The first patent describes a method, computer program product, and computer system for detecting outliers in multi-dimensional time series samples. This method involves dividing each time series sample into at least two sub-samples of equal time duration. A pre-trained prediction model is then utilized to analyze these sub-samples, generating multiple clusters of Shapely values to identify the highest-ranking outlier sub-samples.
The second patent focuses on a method, computer system, and program product that aids in identifying error image labels within training data. This method entails evenly dividing a training dataset into N subsets, where each data item consists of an image and its original label. A prediction model is trained using these subsets, allowing for the generation of prediction labels that help determine whether the original image label is potentially erroneous.
Career Highlights
Ye Wang is currently employed at the International Business Machines Corporation (IBM), where he applies his expertise in data analysis and machine learning. His work at IBM has allowed him to further develop his innovative ideas and contribute to cutting-edge technology solutions.
Collaborations
Throughout his career, Ye Wang has collaborated with talented individuals such as Xiang Yu Yang and Deng Xin Luo. These collaborations have fostered a creative environment that encourages the exchange of ideas and advancements in their respective fields.
Conclusion
Ye Wang's contributions to innovations in time series analysis and image labeling demonstrate his commitment to advancing technology. His patents reflect a deep understanding of complex data systems and a drive to improve error identification processes.