Xiaopei Cheng

Title: Innovations of Xiaopei Cheng

Introduction

Xiaopei Cheng is a prominent inventor based in Beijing, China. He has made significant contributions to the field of machine learning and data modeling. With a total of 8 patents to his name, Cheng has developed innovative solutions that enhance data processing and classification.

Latest Patents

One of his latest patents is focused on the automatic extraction of a training corpus for a data classifier based on machine learning algorithms. This invention involves an iterative classifier designed for unsegmented electronic documents. The classifier utilizes a composite dictionary that merges a conventional dictionary with an adaptive dictionary tailored to the context and nature of the electronic document. It is built using a corpus of training and testing samples that are automatically extracted by detecting signatures for pre-established classes of textual strings. The classifier is further improved in real-time by expanding the corpus as new documents are processed and classified.

Another notable patent relates to an industrial data service, data modeling, and application platform. This platform is designed for controlling industrial operations by allocating data modeling requests to a collaborative group of experts. It employs a two-dimensional data modeling flow data structure and a multilayer resource allocation graph, which are derived from an industrial graph knowledgebase using various data analytics and machine learning techniques.

Career Highlights

Xiaopei Cheng has worked with reputable companies, including Accenture Global Services GmbH and Accenture Global Solutions Limited. His experience in these organizations has allowed him to refine his skills and contribute to various innovative projects.

Collaborations

Cheng has collaborated with notable colleagues such as Fang Hou and Yan Gao, further enhancing his work in the field of data science and machine learning.

Conclusion

Xiaopei Cheng's contributions to machine learning and data modeling are significant, showcasing his innovative spirit and dedication to advancing technology. His patents reflect a deep understanding of data processing and classification, making him a valuable figure in the industry.