Claudia Reisz

Title: Claudia Reisz: Innovator in Machine Learning and Behavioral Analysis

Introduction

Claudia Reisz is a prominent inventor based in Mount Kisco, NY (US), known for her contributions to the fields of machine learning and behavioral analysis. With a total of four patents to her name, she has made significant strides in developing innovative methods for audience identification and traffic detection.

Latest Patents

Claudia's latest patents include groundbreaking work on "Unsupervised machine learning for identification of audience subpopulations" and "Dimensionality and/or sparseness reduction techniques to facilitate identification of audience subpopulations." These patents describe a computer-implemented method that utilizes behavioral data, such as web visitation data, to define sparse behavioral vectors for users. By applying multiple supervised learning models, she densifies these vectors and employs unsupervised machine learning techniques to cluster users into subpopulations based on their behaviors. This innovative approach allows for the delivery of targeted content to users based on their behavioral profiles.

Another notable patent focuses on "Methods, systems and media for detecting non-intended traffic using co-visitation information." This invention involves a non-transitory processor-readable medium that stores instructions for analyzing access data from multiple entities to various website locations. By defining co-visitation factors, the system can identify suspicious website locations based on predefined thresholds, enhancing online security and traffic management.

Career Highlights

Claudia has worked with esteemed organizations such as IBM and Dstillery, Inc., where she has applied her expertise in machine learning and data analysis. Her work has contributed to advancements in understanding user behavior and improving digital marketing strategies.

Collaborations

Throughout her career, Claudia has collaborated with notable professionals, including Saharon Rosset and Bianca Zadrozny. These partnerships have fostered innovation and have led to the development of impactful technologies in her field.

Conclusion

Claudia Reisz stands out as a leading inventor in the realm of machine learning and behavioral analysis. Her patents reflect her commitment to advancing technology and improving user experience through innovative solutions. Her contributions continue to shape the future of audience identification and online traffic management.