Manohar Bashyam

Title: Innovations of Manohar Bashyam

Introduction

Manohar Bashyam is a notable inventor based in Austin, TX (US). He has made significant contributions to the field of data mining, particularly in association rule mining. With a total of 2 patents, his work has advanced the methodologies used in analyzing complex data sets.

Latest Patents

Bashyam's latest patents include "Association rule mining using max pattern transactions." This invention provides systems and methods for associating rule mining in data comprising first and second variables. It involves generating a first and second filtering bitmap, which represents a set of values for the second variable for each of a plurality of values of the first variable. The second filtering bitmap represents associations between frequent values of the second variable, enabling the identification of frequent 2-pattern itemsets. By performing logical operations on these itemsets, frequent high order-pattern itemsets may be identified, thus mitigating performance and stability problems associated with conventional approaches. Another patent, "Association rule mining," proposes concepts implementing association rule mining using rolling filtering bitmaps over dynamic data, further addressing performance and stability issues.

Career Highlights

Manohar Bashyam is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and contribute to the field of data mining. His work at IBM has allowed him to explore advanced techniques in data analysis and mining.

Collaborations

Some of his notable coworkers include Pedro Miguel Barbas and David Kelly, who have collaborated with him on various projects within the company.

Conclusion

Manohar Bashyam's contributions to association rule mining have significantly impacted the field of data analysis. His innovative patents and work at IBM demonstrate his commitment to advancing technology and improving data mining methodologies.