Inventors with similar research interests:
Company Filing History:
Years Active: 2015-2022
Areas of Expertise:
Title: **The Innovative Mind of Charles Shearer Dorner**
Introduction
Charles Shearer Dorner is an accomplished inventor based in Seattle, WA, with an impressive portfolio of 69 patents to his name. His work has significantly contributed to advancements in machine learning and emotional intelligence through technology, pushing the boundaries of innovation in various industries.
Latest Patents
Among his latest patents, Dorner has focused on "Evaluating Unsupervised Learning Models." This innovative technique describes systems and methods for assessing unsupervised machine learning models by identifying item-to-item similarity values based on historical transaction data. The system generates collection data for multiple users derived from this historical data, creating similarity matrices that facilitate deeper analyses of user behaviors.
Another noteworthy patent is for an "Artificial Intelligence System for Modeling Emotions Elicited by Videos." This machine learning system constructs computer models that predict and identify the intensity of emotional responses triggered by specific video content. These models not only determine the nature of emotional reactions at various timestamps but also explore correlations between video features and user emotions.
Career Highlights
Dorner has amassed a wealth of experience working with renowned companies, notably Amazon Technologies, Inc., where he applied his innovative solutions to complex challenges. His expertise in machine learning and emotional modeling has made significant impacts in enhancing user experiences across various platforms.
Collaborations
Throughout his career, Dorner has collaborated with talented individuals, including Paul Barnhart Sayre, III, and Robert Yuji Haitani. Their combined efforts have resulted in groundbreaking advancements in the fields of artificial intelligence and machine learning, illustrating the collaborative spirit of innovation.
Conclusion
Charles Shearer Dorner exemplifies the essence of innovation, with his numerous patents reflecting a commitment to advancing technology and improving human experiences through intelligent systems. His contributions to the fields of machine learning and emotional analysis continue to inspire emerging inventors and researchers.