Dongfang Bai

Title: Innovations by Dongfang Bai

Introduction

Dongfang Bai is an accomplished inventor based in Arlington, MA (US). He has made significant contributions to the field of data mining through his innovative patent. His work is recognized for its practical applications in analyzing transaction records.

Latest Patents

Dongfang Bai holds a patent titled "System and method providing association rule aggregates." This patent describes systems, methods, and other embodiments for performing data mining. In one embodiment, transaction records are read one at a time. Each transaction record represents a transaction for at least one item and includes an item identifier and a metric value for the item. The number of occurrences of at least one candidate item set in the transaction records is counted to generate a total count for the candidate item set. The candidate item set includes one or more items. As the counting proceeds, at least one aggregate metric value associated with the candidate item set is accumulated by summing metric values across the number of occurrences for each item represented in the candidate item set. A determination is made as to whether the candidate item set is a frequent item set in the transaction records by comparing the total count to a threshold value.

Career Highlights

Dongfang Bai is currently employed at Oracle International Corporation, where he continues to develop innovative solutions in data mining and analytics. His expertise in this area has positioned him as a valuable asset to his team and the company.

Collaborations

He collaborates with various professionals in his field, including his coworker Ari Wolfe Mozes. Their combined efforts contribute to advancing the technology and methodologies used in data mining.

Conclusion

Dongfang Bai's contributions to data mining through his patent demonstrate his innovative spirit and commitment to advancing technology. His work at Oracle International Corporation continues to influence the field positively.