ascopubs.org

Time-Series Clustering Captures Patterns of Early Immune Effector Cell–Associated Hematotoxicity That Are Predictable Using Tree-Based Models

Immune effector cell–associated hematotoxicity (ICAHT) is a major cause of nonrelapse mortality after chimeric antigen receptor (CAR) T-cell therapy. We hypothesized that unsupervised time-series ...
IEEE

Time-Series Clustering With Dynamic Feature Mining in the Framework of Belief Function Theory

Abstract: Clustering time-series data has gained abundant popularity and has been widely used in diverse scientific areas. However, few studies have systematically addressed the ambiguity and ...
THE WEEK

The 8 best sci-fi series of all time

A generation ago, sci-fi aficionados were lucky if there were one or two remotely watchable shows released a year. Today, the streaming economy serves up a reliable supply of lavishly produced, ...
Scientific Research Publishing

Shi, B., & Xiao, M. (2022). Time-Series K-Means in Causal Inference and Mechanism Clustering for Financial Data.

ABSTRACT: Stock returns exhibit nonlinear dynamics and volatility clustering. It is well known that we cannot forecast the movements of stock prices under the condition that market is efficient. In ...
Scientific Research Publishing

Paparrizos, J., Morvant, E., & Theodoridis, S. (2024). Bridging the Gap: A Decade Review of Time-Series Clustering Methods.

ABSTRACT: Stock returns exhibit nonlinear dynamics and volatility clustering. It is well known that we cannot forecast the movements of stock prices under the condition that market is efficient. In ...
InfoQ

Engineering a Time Series Database Using Open Source: Rebuilding InfluxDB 3 in Apache Arrow and Rust

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
GitHub

astudentuser/Pre-training-Time-Series-Models-with-Stock-Data-Customization

We use the stock selection benchmark dataset from https://github.com/fulifeng/Temporal_Relational_Stock_Ranking/tree/master. To prepare the data: feature_describe ...