by Dr. Owns | May 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
The saying goes that 80% of data collected, stored and maintained by governments can be associated with geographical locations. Although never empirically proven, it illustrates the importance of location within data. Ever growing data volumes put constraints on...
by Dr. Owns | May 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Bagging and boosting are two powerful ensemble techniques in machine learning – they are must-knows for data scientists! After reading this article, you are going to have a solid understanding of how bagging and boosting work and when to use them. We’ll cover the...
by Dr. Owns | May 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
In the world of entity resolution (ER), one of the central challenges is managing and maintaining the complex relationships between records. At its core, Tilores models entities as graphs: each node represents a record, and edges represent rule-based matches between...
by Dr. Owns | May 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
With the amount of Data growing exponentially in the last few years, one of the biggest challenges has become finding the most optimal way to store various data flavors. Unlike in the (not so far) past, when relational databases were considered the only way to go,...
by Dr. Owns | May 13, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Survival Analysis is a statistical approach used to answer the question: “How long will something last?” That “something” could range from a patient’s lifespan to the durability of a machine component or the duration of a user’s subscription. One of the most widely...
