Weimin Xiao

Title: Weimin Xiao: Innovator in Interactive Data Mining Systems

Introduction

Weimin Xiao is a notable inventor based in Hampshire, IL (US). She has made significant contributions to the field of data mining, particularly through her innovative patent that enhances the understanding of complex data sets.

Latest Patents

Weimin Xiao holds a patent for an "Interactive Data Mining System." This system is designed to facilitate data mining of large high-dimensional data sets, such as those with 200 dimensions. It graphically presents rules in a context that allows users to intuitively appreciate the significance of important attributes within the data. The system employs metrics to quantify the importance of various data attributes and values, ranking them accordingly. It displays histograms and lists of attributes and values based on these metrics, enabling users to quickly identify the most interesting aspects of the data. Additionally, the system explores the impact of user-defined constraints and presents histograms and rule cubes, including superposed and interleaved rule cubes that illustrate the effects of these constraints.

Career Highlights

Weimin Xiao is currently employed at Motorola Solutions, Inc., where she continues to develop innovative solutions in data mining. Her work has been instrumental in advancing the capabilities of data analysis tools.

Collaborations

Weimin has collaborated with notable colleagues, including Kaidi Zhao and Jeffrey G Benkler, who have contributed to her research and development efforts.

Conclusion

Weimin Xiao's contributions to interactive data mining systems exemplify her innovative spirit and dedication to enhancing data analysis. Her work not only advances technology but also provides valuable tools for users to better understand complex data sets.