Somerville, MA, United States of America

Boriana L Milenova

This inventor holds 22 USPTO granted patents, primarily in Data Mining Techniques. Top assignee: Oracle International Corporation. Active years: 2006-2022.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Boriana L Milenova. Retrieved from https://idiyas.com/inventor/boriana-l-milenova

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Calculating rank

USPTO Granted Patents = 22

% Patents Active = 100.0

Average Co-Inventor Count = 2.9

ph-index = 9

Forward Citations = 215(Granted Patents)

Location History:

Sommerville, MA (US) (2006 - 2010)
Somerville, MA (US) (2009 - 2014)
Reading, MA (US) (2010 - 2022)

Company Filing History:

22 out of 11,917

Oracle International Corporation

patents

Years Active: 2006-2022

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Areas of Expertise:

Anomaly Detection

Semantic Analysis

Model Partitioning

Graph Partitioning

Query Optimization

Support Vector Machines

Data Summarization

K-Means Clustering

Probabilistic Models

Recommendation Systems

Data Mining

Relational Databases

22 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 11500365 - Anomaly detection using MSET with random projections (2022-11-15),

2. 11288297 - Explicit semantic analysis-based large-scale classification (2022-03-29),

3. 11176480 - System and method for partitioning models in a database (2021-11-16),

4. 9471545 - Approximating value densities (2016-10-18),

5. 9208257 - Partitioning a graph by iteratively excluding edges (2015-12-08),

6. 9135280 - Grouping interdependent fields (2015-09-15),

7. 9110949 - Generating estimates for query optimization (2015-08-18),

8. 8781978 - Support vector machines processing system (2014-07-15),

9. 8775466 - Projection mining for advanced recommendation systems and data mining (2014-07-08),

10. 8732534 - Predictive incident management (2014-05-20),

11. 8458530 - Continuous system health indicator for managing computer system alerts (2013-06-04),

12. 7937351 - Support vector machine using iterative chunking and violators (2011-05-03),

13. 7747624 - Data summarization (2010-06-29),

14. 7734652 - Non-negative matrix factorization from the data in the multi-dimensional data table using the specification and to store metadata representing the built relational database management system (2010-06-08),

15. 7627620 - Data-centric automatic data mining (2009-12-01),

Title: The Innovative Contributions of Boriana L Milenova

Introduction

Boriana L Milenova is a distinguished inventor based in Sommerville, MA, known for her significant contributions to the field of anomaly detection and large-scale classification. With an impressive portfolio of 22 patents, Milenova has demonstrated a persistent dedication to innovation in technology and data analysis.

Latest Patents

Among her latest patents is the innovative work titled "Anomaly detection using MSET with random projections." This patent reveals an advanced method for improved anomaly detection by utilizing MSET-SPRT via Monte Carlo simulation. This approach addresses shortcomings prevalent in conventional methods, enhancing system performance and accuracy. Another notable patent is "Explicit semantic analysis-based large-scale classification," which encompasses techniques for large-scale classification and text summarization. This patent includes a unique approach to predicting relevant classes for new unseen cases based on a classification model trained from a comprehensive labeled knowledge base. It also proposes methods for using explicit semantic analysis techniques to create summaries of given text documents.

Career Highlights

Boriana Milenova is currently working at Oracle International Corporation, a leader in software and cloud technology. Her expertise in advanced data analysis and machine learning has made her a valuable asset to her team, contributing to various groundbreaking projects.

Collaborations

Throughout her career, Milenova has collaborated with talented colleagues, including Marcos M Campos and Mark A McCracken. These partnerships have facilitated the development of innovative solutions that have broadened the scope and application of her research in technology.

Conclusion

In summary, Boriana L Milenova stands out as a prominent figure in the realm of innovation with her extensive patent portfolio. Her latest inventions demonstrate her commitment to enhancing technology through improved anomaly detection and sophisticated text analysis methodologies. As she continues to work at Oracle International Corporation, Milenova's impact on the field of data analysis and classification will undoubtedly lead to further advancements in technology.

Profile summary based on public USPTO records.

Data Sources: USPTO Patent Grant XML, Patent Center, EPO & CIPO • Normalized by IDiyas Innovation Graph. Methodology & provenance architecturePlease report any incorrect information to [email protected]