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For the Inventor, By the Inventor

San Jose, CA, United States of America

Axel Hochstein

USPTO Granted Patents = 9

Average Co-Inventor Count = 2.0

ph-index = 4

Forward Citations = 54(Granted Patents)


Company Filing History:

goldMedal9 out of 164,108 
 
International Business Machines Corporation
 patents

Years Active: 2015-2020

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9 patents (USPTO):
1. 10769866 - Generating estimates of failure risk for a vehicular component (2020-09-08),
2. 10540828 - Generating estimates of failure risk for a vehicular component in situations of high-dimensional and low sample size data (2020-01-21),
3. 9530256 - Generating cumulative wear-based indicators for vehicular components (2016-12-27),
4. 9514577 - Integrating economic considerations to develop a component replacement policy based on a cumulative wear-based indicator for a vehicular component (2016-12-06),
5. 9454855 - Monitoring and planning for failures of vehicular components (2016-09-27),
6. 9286735 - Generating cumulative wear-based indicators for vehicular components (2016-03-15),
7. 9047572 - Mode determination for multivariate time series data (2015-06-02),
8. 9047558 - Probabilistic event networks based on distributed time-stamped data (2015-06-02),
9. 8965825 - Mode determination for multivariate time series data (2015-02-24),

Title: Innovations by Axel Hochstein in Vehicular Component Risk Assessment

Introduction

Axel Hochstein is a notable inventor based in San Jose, CA, who has made significant contributions to the field of vehicular technology. With a total of 9 patents to his name, Hochstein's work focuses on generating estimates of failure risk for vehicular components, which is crucial for enhancing vehicle safety and reliability.

Latest Patents

Hochstein's latest patents include innovative methods, systems, and computer program products aimed at generating estimates of failure risk for vehicular components. One of his key patents involves a method that splits an input time series related to a vehicular component across a fleet of vehicles into multiple sub-time series. This method determines a weight for each sub-time series and applies failure or non-failure classification labels to generate an estimate of failure risk. Another patent addresses situations of high-dimensional and low sample size data, where he develops a failure status predicting function to calculate predictions of failure values, ultimately identifying the largest prediction as an estimate of failure risk.

Career Highlights

Hochstein is currently employed at International Business Machines Corporation (IBM), where he continues to innovate in the field of vehicular technology. His work is instrumental in advancing methods for assessing the reliability of vehicular components, which has far-reaching implications for the automotive industry.

Collaborations

Hochstein collaborates with talented individuals such as Hyung-il Ahn and Matthew Denesuk, contributing to a dynamic team focused on cutting-edge research and development in vehicular technology.

Conclusion

Axel Hochstein's contributions to the field of vehicular component risk assessment through his innovative patents and collaborations highlight his importance as an inventor. His work not only enhances vehicle safety but also sets a foundation for future advancements in automotive technology.

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