Abstract: This work proposes a decision tree (DT)-based method for initializing a dendritic neuron model (DNM). Neural networks become larger and larger, thus consuming more and more computing ...

Many scientific problems entail labeling data items with one of a given, finite set of classes based on features of the data items. For example, oncologists classify tumors as different known cancer ...

Abstract: The decision tree, as an efficient data structure, is commonly used to perform packet classification due to its faster classification speed. During packet classification, all packets need to ...

The thermometer reads 95°F (35°C) in Brooklyn, and vulnerable individuals need information to take appropriate action. New York City officials must gather facts quickly to provide updates on cooling ...

The subthalamic nucleus contains subpopulations with different contributions to deliberative decision-making based on noisy evidence and reward-driven preferences.

Post-quantum cryptography migration just got its first enforceable federal deadline. EO 14409 requires U.S. agencies to ...

Data science and machine learning algorithms can help us form probabilistic forecasts of things like sporting events.

U.S. National Academies report on AI and the Future of Work, study co-chairs Tom Mitchell and Erik Brynjolfsson, November 2024. Whitepaper " How Can AI Accelerate Science, and How Can Our Government ...

Many of the insights hitting soccer pitches today trace back to Jesse Davis and a team of computer scientists open-sourcing tools for some of the sport’s trickiest problems.

Quality of life (QoL) is a broad concept that has many definitions and meanings depending on the context under consideration. It can be perceived as the overall enjoyment of life, and a ...

Morningstar Quantitative Ratings for Stocks are generated using an algorithm that compares companies that are not under analyst coverage to peer companies that do receive analyst-driven ratings.

House Speaker Mike Johnson reflects on the tug-of-war between the legislative and executive branches in an exclusive USA ...