Bernhard Glomann

Title: The Innovative Mind of Bernhard Glomann

Introduction

Bernhard Glomann is a notable inventor based in Bayonne, NJ (US). He has made significant contributions to the field of document clustering, holding a total of 3 patents. His work focuses on advanced techniques for organizing and managing data streams, which are increasingly important in today's digital landscape.

Latest Patents

One of Glomann's latest patents involves document clustering that applies a locality sensitive hashing function to a feature vector to obtain a limited set of candidate clusters. In this method, documents from a data stream are clustered by first generating a feature vector for each document. A set of cluster centroids is retrieved from memory based on the feature vector of the document using a locality sensitive hashing function. The centroids are retrieved by obtaining a set of cluster identifiers from a cluster table, each indicative of a respective cluster centroid. Documents are then clustered into one or more of the candidate clusters using distance measures from the feature vector of the document to the cluster centroids.

Another significant patent by Glomann is focused on online document clustering using TFIDF and predefined time windows. Similar to his previous work, documents from a data stream are clustered by generating a feature vector for each document. A set of cluster centroids is retrieved from memory based on the feature vector of the document and the relative age of each of the cluster centroids. The method includes maintaining a list of cluster identifiers in the cluster table based on the relative age of cluster centroids. Cluster identifiers corresponding to centroids with a relative age exceeding a predetermined threshold are periodically removed from the list.

Career Highlights

Throughout his career, Bernhard Glomann has worked with prominent companies such as Siemens Corporation and Siemens Aktiengesellschaft. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects in the field of data management and clustering.

Collaborations

Glomann has collaborated with notable colleagues, including Klaus Brinker and Fabian Moerchen. These partnerships have further enriched his work and expanded the impact of his inventions.

Conclusion

Bernhard Glomann's contributions to document clustering and data management are noteworthy. His innovative patents and collaborations reflect his commitment to advancing technology in this critical area.