Philip Shi-Ling Yu

Title: The Innovative Contributions of Philip Shi-Ling Yu

Introduction

Philip Shi-Ling Yu is a notable inventor based in Chappaqua, NY (US). He has made significant contributions to the field of database mining through his innovative patent. His work focuses on improving the efficiency of multi-feature extraction and classification rule development from large training databases.

Latest Patents

Philip Shi-Ling Yu holds a patent titled "Database mining using multi-predicate classifiers." This invention is a computer-implemented system that employs a two-step method and a computer program product to enhance operations in database mining. The first phase, known as the feature identification phase, identifies features that effectively separate data tuples based on a subset of the training set. This approach minimizes processing costs while ensuring the validity of the conclusions drawn. The second phase, called the feature combination phase, evaluates the identified features against the entire training set to determine final classification rules. This method increases discrimination power by utilizing multiple features, thereby enhancing the overall effectiveness of the classification process.

Career Highlights

Philip Shi-Ling Yu is associated with the International Business Machines Corporation (IBM), where he applies his expertise in database mining and classification systems. His work at IBM has allowed him to contribute to advancements in data processing and analysis.

Collaborations

One of his notable collaborators is Ming-Syan Chen, with whom he has worked on various projects related to database mining and classification techniques.

Conclusion

Philip Shi-Ling Yu's innovative work in database mining has significantly impacted the field, showcasing his expertise and dedication to advancing technology. His contributions continue to influence the way data is processed and analyzed in various applications.