Company Filing History:
Years Active: 2011-2014
Title: Joseph Campolongo: Innovator in Bayesian Belief Networks
Introduction
Joseph Campolongo is a notable inventor based in Watertown, MA (US). He has made significant contributions to the field of probabilistic modeling, particularly in the development of Bayesian belief networks. With a total of 3 patents to his name, Campolongo's work has advanced the understanding and application of causal influence models.
Latest Patents
One of Campolongo's latest patents is titled "Methods and systems for constructing Bayesian belief networks." This invention describes methods for simplifying a causal influence model that outlines the influence of parent nodes on the possible states of a child node. The model accommodates various types of nodes, including discrete Boolean, discrete Ordinal, and Categorical nodes. The patent emphasizes the dual nature of influence from parent nodes, which can be both promoting and inhibiting.
Another significant patent is "Conditional probability tables for Bayesian belief networks." This apparatus is designed to facilitate probabilistic inferences based on a belief network. It includes a processing system that receives parameters of a causal influence model and converts them into entries of a conditional probability table. This table provides a probability distribution for all possible states of the child node based on the states of the parent nodes.
Career Highlights
Joseph Campolongo is currently employed at Charles River Analytics, Inc., where he continues to innovate in the field of Bayesian networks. His work has been instrumental in enhancing the capabilities of probabilistic modeling tools.
Collaborations
Campolongo has collaborated with notable colleagues, including Zachary T Cox and Jonathan Pfautz. These partnerships have contributed to the advancement of research and development in their shared field of expertise.
Conclusion
Joseph Campolongo's contributions to Bayesian belief networks and probabilistic modeling have established him as a key figure in his field. His innovative patents and collaborative efforts continue to influence advancements in technology and research.