Imagine the blockchain network as a giant library where everyone can borrow and return books, and no one has the power to tamper with them. In that library, cryptocurrencies are used as the currency ...

A decision tree regression system incorporates a set of if-then rules to predict a single numeric value. Decision tree regression is rarely used by itself because it overfits the training data, and so ...

Suffix trees are fundamental data structures in stringology and have wide applications across various domains. In this work, we propose two linear-time algorithms for indexing strings under each ...

Abstract: Federated tree-based models are popular in many real-world applications owing to their high accuracy and good interpretability. However, the classical synchronous method causes inefficient ...

Birds are charismatic—well loved, and highly studied. Many new phylogenies elucidating avian evolutionary relationships are published every year. We have united phylogenetic estimates from hundreds of ...

Reconstructing the global Tree of Life necessitates computational approaches to integrate numerous molecular phylogenies with limited species overlap into a comprehensive supertree. Our survey of ...

Memory disaggregation architecture physically separates CPU and memory into independent components, which are connected via high-speed networks (for example, RDMA), greatly improving resource ...

Phylogenetic analysis encompasses the reconstruction of evolutionary relationships among organisms or genes, typically represented as branching diagrams known as phylogenetic trees. Modern workflows ...