C James MacLennan

This inventor holds 21 USPTO granted patents and 2 published patent applications, primarily in Data Mining Analytics. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2007-2019.

IDiyas Innovation Intelligence. (2026). Inventor Profile: C James MacLennan. Retrieved from https://idiyas.com/inventor/c-james-maclennan

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

USPTO Granted Patents = 21 (Patent Applications = 2)

% Patents Active = 47.6

Average Co-Inventor Count = 3.1

ph-index = 8

Forward Citations = 288(Granted Patents)

Location History:

Redmond, WA (US) (2007 - 2012)
Belmont, MA (US) (2019)

Company Filing History:

21 out of 56,279

Microsoft Technology Licensing, LLC

patents

Years Active: 2007-2019

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Areas of Expertise:

Data Marshalling

Predictive Analytics

Exception Detection

Information Extraction

Data Mining

OLAP Cubes

Dimensional Model

Feature Selection

Time Series Data

Schema Discovery

Training Set Partitioning

Outlier Detection

21 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 10387126 - Data marshalling optimization via intermediate representation of workflows (2019-08-20),

2. 8260738 - Forecasting by blending algorithms to optimize near term and long term predictions (2012-09-04),

3. 7930322 - Text based schema discovery and information extraction (2011-04-19),

4. 7886289 - Extensibility mechanism for analysis services unified dimensional model (2011-02-08),

5. 7797356 - Dynamically detecting exceptions based on data changes (2010-09-14),

6. 7797264 - Detecting and displaying exceptions in tabular data (2010-09-14),

7. 7788200 - Goal seeking using predictive analytics (2010-08-31),

8. 7756881 - Partitioning of data mining training set (2010-07-13),

9. 7747641 - Modeling sequence and time series data in predictive analytics (2010-06-29),

10. 7689703 - Systems and methods of utilizing and expanding standard protocol (2010-03-30),

11. 7636698 - Analyzing mining pattern evolutions by comparing labels, algorithms, or data patterns chosen by a reasoning component (2009-12-22),

12. 7627555 - Combining multidimensional expressions and data mining extensions to mine OLAP cubes (2009-12-01),

13. 7593927 - Unstructured data in a mining model language (2009-09-22),

14. 7565335 - Transform for outlier detection in extract, transfer, load environment (2009-07-21),

15. 7490075 - Scaleable data itemsets and association rules (2009-02-10),

Title: Innovations by C James MacLennan: A Pioneer in Data Solutions

Introduction

C James MacLennan is an accomplished inventor based in Redmond, WA, renowned for his contributions to technology through 21 patents. His innovative work at Microsoft Technology Licensing, LLC has significantly advanced the fields of data marshalling and predictive analytics.

Latest Patents

Two of MacLennan's most notable patents showcase his expertise. The first patent, titled "Data Marshalling Optimization via Intermediate Representation of Workflows," details a method for efficiently performing data marshalling by generating an intermediate representation of software workflows. This method analyzes various software functions, assigning appropriate implementation languages to enhance performance.

The second patent, "Forecasting by Blending Algorithms to Optimize Near Term and Long Term Predictions," introduces a novel approach to improving forecast accuracy. By employing a time-weighted blending of results from multiple time series algorithms, it adjusts the relative weights of predictions based on their timing. This ensures that algorithms like ARTXP, which provide accurate near-term predictions, are emphasized when forecasting future trends.

Career Highlights

MacLennan's career at Microsoft Technology Licensing, LLC has been marked by his innovative mindset and dedication to advancing technology. His patents reflect a deep understanding of complex technical challenges and a commitment to developing solutions that optimize performance and enhance predictive capabilities.

Collaborations

Throughout his career, MacLennan has collaborated with notable coworkers Ioan Bogdan Crivat and Raman S Iyer. Their joint efforts in research and development have likely contributed to the success of various projects and patents in the realm of data and software engineering.

Conclusion

C James MacLennan stands out as a prominent figure in the world of innovation, with his work at Microsoft Technology Licensing, LLC paving the way for future advancements in data processing and predictive analysis. His 21 patents not only demonstrate his ingenuity but also his impact on the technological landscape, solidifying his reputation as a leading inventor in the industry.

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]

2 patents pending: